library(tidytree)
#> If you use the ggtree package suite in published research,
#> please cite the appropriate paper(s):
#> 
#> Guangchuang Yu.  Data Integration, Manipulation and Visualization of
#> Phylogenetic Trees (1st edition). Chapman and Hall/CRC. 2022,
#> doi:10.1201/9781003279242
#> 
#> G Yu. Data Integration, Manipulation and Visualization of Phylogenetic
#> Trees (1st ed.). Chapman and Hall/CRC. 2022. ISBN: 9781032233574 
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#> ggtree v3.9.1 For help: https://yulab-smu.top/treedata-book/
#> 
#> If you use the ggtree package suite in published research, please cite
#> the appropriate paper(s):
#> 
#> Guangchuang Yu, David Smith, Huachen Zhu, Yi Guan, Tommy Tsan-Yuk Lam.
#> ggtree: an R package for visualization and annotation of phylogenetic
#> trees with their covariates and other associated data. Methods in
#> Ecology and Evolution. 2017, 8(1):28-36. doi:10.1111/2041-210X.12628
#> 
#> LG Wang, TTY Lam, S Xu, Z Dai, L Zhou, T Feng, P Guo, CW Dunn, BR
#> Jones, T Bradley, H Zhu, Y Guan, Y Jiang, G Yu. treeio: an R package
#> for phylogenetic tree input and output with richly annotated and
#> associated data. Molecular Biology and Evolution. 2020, 37(2):599-603.
#> doi: 10.1093/molbev/msz240
#> 
#> S Xu, Z Dai, P Guo, X Fu, S Liu, L Zhou, W Tang, T Feng, M Chen, L
#> Zhan, T Wu, E Hu, Y Jiang, X Bo, G Yu. ggtreeExtra: Compact
#> visualization of richly annotated phylogenetic data. Molecular Biology
#> and Evolution. 2021, 38(9):4039-4042. doi: 10.1093/molbev/msab166 
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# helper to reliably round numbers

sp_dc <- function(x, k) {
  trimws(format(round(x, k), nsmall = k))
}

# flag - save figs to file?

write_figs <- FALSE

if (write_figs) {
  if (!dir.exists(here("figures"))) {
    dir.create(here("figures"))
  }

  if (!dir.exists(here("tables"))) {
    dir.create(here("tables"))
  }

  if (!dir.exists(here("figures/kleb-genomics"))) {
    dir.create(here("figures/kleb-genomics"))
  }

  if (!dir.exists(here("tables/kleb-genomics"))) {
    dir.create(here("tables/kleb-genomics"))
  }
}

Introduction

This document generates the tables and figures for the manuscript:


Genomic and antigenic diversity of colonising Klebsiella pneumoniae isolates mirrors that of invasive isolates in Blantyre, Malawi


Joseph M Lewis1,2,3,4, , Madalitso Mphasa1, Rachel Banda1, Matthew Beale4, Jane Mallewa5, Eva Heinz2, Nicholas Thomson4,6, Nicholas A Feasey1,2

  1. Malawi Liverpool Wellcome Clinical Research Programme, Blantyre, Malawi
  2. Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
  3. Department of Clinical Infection, Microbiology and Immunology, University of Liverpool, Liverpool, UK
  4. Wellcome Sanger Institute, Hinxton, UK
  5. College of Medicine, University of Malawi, Malawi
  6. London School of Tropical Medicine and Hygiene, London, UK

Look at within-participant correlation of STs


btESBL_sequence_sample_metadata %>% 
  mutate(ST = if_else(is.na(ST), NA_character_, ST)) ->
  btESBL_sequence_sample_metadata

# plot ST distribution; then exclude all samples that are
# 1) within one participant
# 2) have same ST
# and plot

 bind_rows(
   btESBL_sequence_sample_metadata %>%
     filter(grepl("Klebsiella", species)) %>%
     group_by(ST, pid) %>%
     mutate(
       ST = paste0("ST", ST),
       group = "All samples"
     ) %>%
     arrange(pid, ST),
   btESBL_sequence_sample_metadata %>%
     filter(grepl("Klebsiella", species)) %>%
     group_by(ST, pid) %>%
     mutate(
       ST = paste0("ST", ST),
       group = "Within-participant\nDuplicate STs exlcuded"
     ) %>%
     arrange(pid, ST) %>%
     slice(1)
 ) %>%
   select(pid, ST, group, kleb_k_locus, kleb_o_locus) %>%
   rename_with(~ gsub("kleb_", "", .x)) %>%
   rename_with(~ gsub("k_locus", "K locus", .x)) %>%
   rename_with(~ gsub("o_locus", "O locus", .x)) %>%
   pivot_longer(-c(pid, group)) %>%
   ggplot(aes(fct_infreq(value), fill = group)) +
   geom_bar(position = "dodge") +
   facet_wrap(~name, scales = "free", ncol = 1) +
   theme_bw() +
   theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
   labs(fill = "", x = "", y = "Number of samples") -> 
  ST_K_O_within_pt_sens_ax_plot
   
  bind_rows(
   btESBL_sequence_sample_metadata %>%
     filter(grepl("Klebsiella", species)) %>%
     group_by(ST, pid) %>%
     mutate(
       ST = paste0("ST", ST),
       group = "All samples"
     ) %>%
     arrange(pid, ST),
   btESBL_sequence_sample_metadata %>%
     filter(grepl("Klebsiella", species)) %>%
     group_by(ST, pid) %>%
     mutate(
       ST = paste0("ST", ST),
       group = "Within-participant\nDuplicate STs exlcuded"
     ) %>%
     arrange(pid, ST) %>%
     slice(1)
 ) %>%
   select(pid, ST, group, kleb_k_locus, kleb_o_locus) %>%
   rename_with(~ gsub("kleb_", "", .x)) %>%
   rename_with(~ gsub("k_locus", "K locus", .x)) %>%
   rename_with(~ gsub("o_locus", "O locus", .x)) %>%
   pivot_longer(-c(pid, group)) %>%
    ungroup() %>% 
    group_by(name) %>% 
    summarise(chi = fisher.test(table(group, value), simulate.p.value = TRUE)$p.value)
#> # A tibble: 3 × 2
#>   name      chi
#>   <chr>   <dbl>
#> 1 K locus     1
#> 2 O locus     1
#> 3 ST          1
 
# median number of STs per participant
  
btESBL_sequence_sample_metadata %>%
    filter(grepl("Kleb", species)) %>%
    select(pid, ST) %>% 
    group_by(pid) %>% 
    mutate(n = length(unique(ST))) %>% 
  ungroup() %>% 
  summarise(med_STs_per_participant = median(n), lq = quantile(n, 0.25), uq = quantile(n, 0.75))
#> # A tibble: 1 × 3
#>   med_STs_per_participant    lq    uq
#>                     <int> <dbl> <dbl>
#> 1                       1     1     2

# Functions to calculate % of within- and between- participants samples
# that have same

prop_same_ST_within <- function(df) {

  full_join(
    df %>% 
  filter(grepl("Kleb", species)) %>%
    select(pid, ST) %>% 
    mutate(key = 1:nrow(.)),
  df %>% 
  filter(grepl("Kleb", species)) %>%
    select(pid, ST) %>% 
    mutate(key = 1:nrow(.)),
  by = character()
  ) %>% 
    filter(key.x != key.y) -> d
  d[!duplicated(apply(d[c(3,6)], 1, sort), MARGIN = 2), ] -> d
  
  outdf <-
    data.frame(
      n_same_ST = sum(d$pid.x == d$pid.y & d$ST.x == d$ST.y, na.rm = TRUE),
      n_total_comparisons = sum(d$pid.x == d$pid.y, na.rm = TRUE)) %>% 
    rowwise() %>% 
     mutate(prop = n_same_ST / n_total_comparisons,
            lci = binom.test(n_same_ST,
                            n_total_comparisons)$conf.int[1],
            uci = binom.test(n_same_ST,
                            n_total_comparisons)$conf.int[2] )
  return(outdf)
   
}

prop_same_ST_between <- function(df) {

  full_join(
    df %>% 
  filter(grepl("Kleb", species)) %>%
    select(pid, ST) %>% 
    mutate(key = 1:nrow(.)),
  df %>% 
  filter(grepl("Kleb", species)) %>%
    select(pid, ST) %>% 
    mutate(key = 1:nrow(.)),
  by = character()
  ) %>% 
    filter(key.x != key.y) -> d
  d[!duplicated(apply(d[c(3,6)], 1, sort), MARGIN = 2), ] -> d
    
  outdf <-
    data.frame(
      n_same_ST = sum(d$ST.x == d$ST.y & d$pid.x != d$pid.y, na.rm = TRUE),
      n_total_comparisons = sum(d$pid.x != d$pid.y, na.rm = TRUE)) %>% 
    rowwise() %>% 
     mutate(prop = n_same_ST / n_total_comparisons,
            lci = binom.test(n_same_ST,
                            n_total_comparisons)$conf.int[1],
            uci = binom.test(n_same_ST,
                            n_total_comparisons)$conf.int[2] )
  return(outdf)
}

# calculate 

prop_same_ST_between(btESBL_sequence_sample_metadata)
#> Warning: Using `by = character()` to perform a cross join was deprecated in dplyr 1.1.0.
#>  Please use `cross_join()` instead.
#> This warning is displayed once every 8 hours.
#> Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
#> generated.
#> # A tibble: 1 × 5
#> # Rowwise: 
#>   n_same_ST n_total_comparisons   prop    lci    uci
#>       <int>               <int>  <dbl>  <dbl>  <dbl>
#> 1       550               20225 0.0272 0.0250 0.0295
prop_same_ST_within(btESBL_sequence_sample_metadata)
#> # A tibble: 1 × 5
#> # Rowwise: 
#>   n_same_ST n_total_comparisons  prop   lci   uci
#>       <int>               <int> <dbl> <dbl> <dbl>
#> 1        20                  76 0.263 0.169 0.377
  

# if we sdample one of each duplicated within-particpant ST how many left

btESBL_sequence_sample_metadata %>%
  filter(grepl("Kleb", species)) %>%
  group_by(pid, ST) %>%
  slice(1) %>%
  nrow()
#> [1] 184


ST_K_O_within_pt_sens_ax_plot
Distribution of ST, O- and K- loci for all samples, and excluding all but  one sample in cases where a participant has two samples where the same ST was identified.

Distribution of ST, O- and K- loci for all samples, and excluding all but one sample in cases where a participant has two samples where the same ST was identified.


   
if (write_figs) {
  ggsave(
    filename = here("figures/kleb-genomics/SUP_F_st_o_k_sensax_plot.svg"),
    plot = ST_K_O_within_pt_sens_ax_plot,
    width = 12,
    height = 8
  )
  ggsave(
    filename = here("figures/kleb-genomics/SUP_F_st_o_k_sensax_plot.pdf"),
    plot = ST_K_O_within_pt_sens_ax_plot, 
    width = 12,
    height = 8
  )
}

MLST, K and O loci

  
btESBL_sequence_sample_metadata %>%
  filter(grepl("Klebsiella", species)) %>%
  rename_with(~ gsub("kleb_", "", .x)) %>%
  rename_with(~ gsub("k_locus", "K_locus", .x)) %>%
  rename_with(~ gsub("o_locus", "O_locus", .x))  ->
  dassimKleb_BTKleb.diversity
  
dassimKleb_BTKleb.diversity %>%
  group_by(ST) %>%
  mutate(n = n(),
         ST = paste0("ST", ST)) %>%
  filter(n > 1, ST != "STNovel") %>%
  ggplot(aes(fct_infreq(ST))) +
  geom_bar(fill = viridis_pal()(4)[3]) +
  coord_flip() +
  labs(y = "Number", x = element_blank()) +
  theme_bw()  -> a

dassimKleb_BTKleb.diversity %>%
  mutate(K_locus = case_when(
    K_locus_confidence %in%
           c("Good",
             "High",
             "Very high") ~ K_locus,
    TRUE ~ "Unknown")) %>%
  group_by(K_locus) %>%
  mutate(n = n()) %>%
  filter(n > 1) %>%
  ggplot(aes(fct_infreq(K_locus))) +
  geom_bar(fill = viridis_pal()(4)[2]) +
  coord_flip()  +
  labs(y = "Number", x = element_blank()) +
  theme_bw()  -> b

dassimKleb_BTKleb.diversity %>% 
  mutate(O_locus = case_when(
    O_locus_confidence %in% 
           c("Good",
             "High",             
             "Very high") ~ O_locus,
    TRUE ~ "Unknown")) %>% 
  group_by(O_locus) %>% 
  mutate(n = n()) %>% 
 # filter(n > 1) %>%  
  ggplot(aes(fct_infreq(O_locus))) +
  geom_bar(fill = viridis_pal()(4)[1]) +
  coord_flip() +
  labs(y = "Number", x = element_blank()) +
  theme_bw()  -> c

# cum K and O serotypes
bind_rows(
  dassimKleb_BTKleb.diversity %>%
    group_by(K_locus) %>%
    summarise(n = n()) %>%
    ungroup() %>%
    arrange(desc(n)) %>%
    mutate(
      n_loci = 1:n(),
      cum_n = cumsum(n),
      cum_prop = cum_n / (max(cum_n) + 9),
      type = "K-type"
    ) %>%
    rename(Locus = K_locus),
  dassimKleb_BTKleb.diversity %>%
    group_by(O_locus) %>%
    mutate(O_locus = case_when(
      O_locus_confidence %in%
        c(
          "Good",
          "High",
          "Very high"
        ) ~ O_locus,
      TRUE ~ "Unknown"
    )) %>%
    filter(O_locus != "Unknown") %>%
    summarise(n = n()) %>%
    ungroup() %>%
    arrange(desc(n)) %>%
    mutate(
      n_loci = 1:n(),
      cum_n = cumsum(n),
      cum_prop = cum_n / (max(cum_n) + 6), # fudge for unknown O tyoe
      type = "O-type"
    ) %>%
    rename(Locus = O_locus),
  dassimKleb_BTKleb.diversity %>%
    filter(ST != "Novel") %>%
    group_by(ST) %>%
    summarise(n = n()) %>%
    ungroup() %>%
    arrange(desc(n)) %>%
    mutate(
      n_loci = 1:n(),
      cum_n = cumsum(n),
      cum_prop = cum_n / max(cum_n),
      type = "ST"
    ) %>%
    rename(Locus = ST)
) %>%
  mutate(type = factor(type,
    levels =
      c(
        "O-type",
        "K-type",
        "ST"
      )
  )) %>%
  ggplot(aes(n_loci, cum_prop, color = type)) +
  geom_line() +
  theme_bw() +
  scale_color_manual(values = viridis_pal()(4)[1:3]) +
  labs(x = "Number of K/O-type/ST", y = "Cum. prevalence") +
  theme(legend.title = element_blank()) -> d

dassimKleb_BTKleb.diversity %>%
  mutate(
    O_locus = case_when(
      O_locus_confidence %in%
        c("Good",
          "High",
          "Very high") ~ O_locus,
      TRUE ~ "Unknown"
    ),
    ST = paste0("ST", ST)
  ) %>%
  filter(ST != "STNovel") %>%
  group_by(ST) %>%
  mutate(n = n()) %>%
  filter(n > 1) %>%
  ungroup() %>%
  mutate(O_locus = fct_infreq(O_locus),
         ST = fct_infreq(ST)) %>%
  group_by(O_locus, ST) %>%
  summarise(n = n()) %>%
  ggplot(aes(ST, O_locus, size = n)) +
  geom_point(color = viridis_pal()(4)[1]) +
  theme_bw() +
  labs(y = "O-type") +
  theme(axis.text.x = element_text(angle = 45, hjust = 1),
        legend.title = element_blank()) -> e
#> `summarise()` has grouped output by 'O_locus'. You can override using the
#> `.groups` argument.

dassimKleb_BTKleb.diversity %>%
  mutate(
    K_locus = case_when(
      K_locus_confidence %in%
        c(
          "Good",
          "High",
          "Very high"
        ) ~ K_locus,
      TRUE ~ "Unknown"
    ),
    ST = paste0("ST", ST)
  ) %>%
  filter(ST != "STNovel") %>%
  group_by(ST) %>%
  mutate(n = n()) %>%
  filter(n > 1) %>%
  ungroup() %>%
  mutate(
    K_locus = fct_infreq(K_locus),
    ST = fct_infreq(ST)
  ) %>%
  group_by(K_locus, ST) %>%
  summarise(n = n()) %>%
  ggplot(aes(ST, K_locus, size = n)) +
  geom_point(color = viridis_pal()(4)[2]) +
  theme_bw() +
  labs(y = "K-type") +
  theme(
    axis.text.x = element_text(angle = 45, hjust = 1),
    legend.title = element_blank()
  ) +
  scale_size(breaks = c(5, 10, 15)) -> f
#> `summarise()` has grouped output by 'K_locus'. You can override using the
#> `.groups` argument.

((a + b + (c / d)) / e / f) +
  plot_layout(heights = c(2, 1, 2)) +
  plot_annotation(tag_levels = "A") -> stplot
stplot
FIGURE X: Diversity of Klebsiella chromasomal sequence type (ST, A), K-type (B) and O-type (C). (D) shows cumulative prevalence for ST, K-type and O-types for all isolates in the collection as a function of the number of K-types, O-types, or STs, with each category ordered in size from largest to smallest. (E) and (F) show ST association of O-type and K-type respectively, where area of point is proportional to number of samples in the study. STs with only a single representative in the collection are excluded from plots A, B, C,E, F.

FIGURE X: Diversity of Klebsiella chromasomal sequence type (ST, A), K-type (B) and O-type (C). (D) shows cumulative prevalence for ST, K-type and O-types for all isolates in the collection as a function of the number of K-types, O-types, or STs, with each category ordered in size from largest to smallest. (E) and (F) show ST association of O-type and K-type respectively, where area of point is proportional to number of samples in the study. STs with only a single representative in the collection are excluded from plots A, B, C,E, F.


if (write_figs) {
  ggsave(
    filename = here("figures/kleb-genomics/F1_stplot.svg"),
    plot = stplot,
    width = 8,
    height = 11
  )
  ggsave(
    filename = here("figures/kleb-genomics/F1_stplot.pdf"),
    plot = stplot,
    width = 8,
    height = 11
  )
}

dassimKleb_BTKleb.diversity %>%
  mutate(O_locus = case_when(
    O_locus_confidence %in%
      c(
        "Good",
        "High",
        "Very high"
      ) ~ O_locus,
    TRUE ~ "Unknown"
  )) %>%
  group_by(O_locus) %>%
  summarise(n = n()) %>%
  arrange(desc(n)) %>%
  mutate(csum = cumsum(n)) %>%
  mutate(n = paste0(n, " (", sp_dc(100 * n / max(csum), 1), "%)")) %>%
  mutate(prop = paste0(csum, " (", sp_dc(100 * csum / max(csum), 1), "%)")) %>%
  select(O_locus, n, prop) %>%
  kbl(
    caption = "O-types of carriage isolates",
    col.names = c(
      "O-type",
      "n (%)",
      "Cumulative n (%)"
    )
  ) %>%
  kable_classic(full_width = FALSE)
O-types of carriage isolates
O-type n (%) Cumulative n (%)
O1v1 60 (29.6%) 60 (29.6%)
O2v2 30 (14.8%) 90 (44.3%)
O1v2 29 (14.3%) 119 (58.6%)
O4 29 (14.3%) 148 (72.9%)
O3b 16 (7.9%) 164 (80.8%)
O2v1 13 (6.4%) 177 (87.2%)
O5 6 (3.0%) 183 (90.1%)
OL101 6 (3.0%) 189 (93.1%)
OL103 6 (3.0%) 195 (96.1%)
Unknown 6 (3.0%) 201 (99.0%)
O12 1 (0.5%) 202 (99.5%)
OL104 1 (0.5%) 203 (100.0%)

dassimKleb_BTKleb.diversity %>%
  mutate(K_locus = case_when(
    K_locus_confidence %in%
      c(
        "Good",
        "High",
        "Very high"
      ) ~ K_locus,
    TRUE ~ "Unknown"
  )) %>%
  group_by(K_locus) %>%
  summarise(n = n()) %>%
  arrange(desc(n)) %>%
  mutate(csum = cumsum(n)) %>%
  mutate(n = paste0(n, " (", sp_dc(100 * n / max(csum), 1), "%)")) %>%
  mutate(prop = paste0(csum, " (", sp_dc(100 * csum / max(csum), 1), "%)")) %>%
  select(K_locus, n, prop) %>%
  kbl(
    caption = "K-types of carriage isolates",
    col.names = c(
      "K-type",
      "n (%)",
      "Cumulative n (%)"
    )
  ) %>%
  kable_classic(full_width = FALSE)
K-types of carriage isolates
K-type n (%) Cumulative n (%)
KL2 23 (11.3%) 23 (11.3%)
KL102 19 (9.4%) 42 (20.7%)
KL15 13 (6.4%) 55 (27.1%)
KL25 12 (5.9%) 67 (33.0%)
KL111 11 (5.4%) 78 (38.4%)
Unknown 9 (4.4%) 87 (42.9%)
KL149 8 (3.9%) 95 (46.8%)
KL30 8 (3.9%) 103 (50.7%)
KL16 7 (3.4%) 110 (54.2%)
KL24 7 (3.4%) 117 (57.6%)
KL10 6 (3.0%) 123 (60.6%)
KL17 6 (3.0%) 129 (63.5%)
KL57 6 (3.0%) 135 (66.5%)
KL112 5 (2.5%) 140 (69.0%)
KL23 5 (2.5%) 145 (71.4%)
KL27 5 (2.5%) 150 (73.9%)
KL110 4 (2.0%) 154 (75.9%)
KL48 4 (2.0%) 158 (77.8%)
KL137 3 (1.5%) 161 (79.3%)
KL18 3 (1.5%) 164 (80.8%)
KL39 3 (1.5%) 167 (82.3%)
KL108 2 (1.0%) 169 (83.3%)
KL13 2 (1.0%) 171 (84.2%)
KL136 2 (1.0%) 173 (85.2%)
KL151 2 (1.0%) 175 (86.2%)
KL155 2 (1.0%) 177 (87.2%)
KL21 2 (1.0%) 179 (88.2%)
KL54 2 (1.0%) 181 (89.2%)
KL63 2 (1.0%) 183 (90.1%)
KL67 2 (1.0%) 185 (91.1%)
KL8 2 (1.0%) 187 (92.1%)
KL103 1 (0.5%) 188 (92.6%)
KL105 1 (0.5%) 189 (93.1%)
KL114 1 (0.5%) 190 (93.6%)
KL115 1 (0.5%) 191 (94.1%)
KL12 1 (0.5%) 192 (94.6%)
KL123 1 (0.5%) 193 (95.1%)
KL14 1 (0.5%) 194 (95.6%)
KL145 1 (0.5%) 195 (96.1%)
KL157 1 (0.5%) 196 (96.6%)
KL19 1 (0.5%) 197 (97.0%)
KL52 1 (0.5%) 198 (97.5%)
KL59 1 (0.5%) 199 (98.0%)
KL62 1 (0.5%) 200 (98.5%)
KL64 1 (0.5%) 201 (99.0%)
KL74 1 (0.5%) 202 (99.5%)
KL9 1 (0.5%) 203 (100.0%)

Species and population structure


# what species from kleborate

table(dassimKleb_BTKleb.diversity$species)
#> 
#>                              Klebsiella pneumoniae 
#>                                                190 
#>  Klebsiella quasipneumoniae subsp. quasipneumoniae 
#>                                                  2 
#> Klebsiella quasipneumoniae subsp. similipneumoniae 
#>                                                  7 
#>                          Klebsiella quasivariicola 
#>                                                  1 
#>              Klebsiella variicola subsp. variicola 
#>                                                  3
dassimKleb_trees.BTcarriage <- btESBL_coregene_tree_kleb

dassimKleb_BTKleb.diversity %>%
  select(ST, lane) %>%
  mutate(ST = if_else(ST == "Novel",
                      "Novel",
                      paste0("ST", ST))) %>%
  pivot_wider(
    id_cols = lane,
    names_from = ST,
    values_from = ST,
    values_fn = length,
    values_fill = 0
  ) %>%
  mutate(lane = gsub("#", "_", lane)) %>%
  as.data.frame() ->
mlst.onehot

mlst.onehot[, c(
  "lane",
  names(sort(apply(mlst.onehot[-1], 2, sum),
    decreasing = TRUE
  ))
)] -> mlst.onehot

mlst.onehot[-1] <- lapply(mlst.onehot[-1], as.factor)
rownames(mlst.onehot) <- mlst.onehot$lane

dassimKleb_BTKleb.diversity %>%
  rename(strain = lane) %>%
  mutate(strain = gsub("#", "_", strain)) %>%
  select(strain, species) %>%
  as.data.frame() ->
spec_hm
rownames(spec_hm) <- spec_hm$strain

  get_legend(
    ggtree(btESBL_coregene_tree_kleb) %>% 
      gheatmap(
        select(spec_hm, species), 
        width = 0.05, 
        color = NA, 
        font.size = 3, 
        colnames_angle = 90, 
        colnames_position = "top", 
        colnames_offset_y = 10,
        offset = 0.006 ) + 
      theme(legend.position = "bottom", legend.title = element_blank()) +
      ylim(NA, 220) +
      scale_fill_manual(values = viridis(n = 5)[c(2:5,1)])
  ) -> leg
#> Scale for y is already present.
#> Adding another scale for y, which will replace the existing scale.
#> Scale for fill is already present.
#> Adding another scale for fill, which will replace the existing scale.
  
  ggtree(btESBL_coregene_tree_kleb) %>% 
    gheatmap(
      select(spec_hm, species) %>% 
        rename(Species = species), 
      width = 0.05, 
      color = NA, 
      font.size = 3, 
      colnames_angle = 90, 
      colnames_position = "top",   
      hjust = 0,
      colnames_offset_y = 0,
      offset = 0 ) %>% 
    gheatmap(
      select(mlst.onehot,-lane),
      width = 3, 
      color = NA, 
      font.size = 3, 
      colnames_angle = 90, 
      colnames_position = "top", 
      colnames_offset_y = 0,
      hjust = 0,
      offset = 0.008 
    ) +
    theme(legend.position = "none") +
    ylim(NA, 220) +
    scale_fill_manual(values = c("lightgrey", "black", viridis(n = 5)[c(2:5,1)])) +
    geom_treescale(x = 0.05, y = 180, offset = 2) -> 
    p1
#> Scale for fill is already present.
#> Adding another scale for fill, which will replace the existing scale.
#> Scale for y is already present.
#> Adding another scale for y, which will replace the existing scale.
#> Scale for fill is already present.
#> Adding another scale for fill, which will replace the existing scale.
  
  ggtree(tree_subset(btESBL_coregene_tree_kleb, 210, 
                             levels_back = 0)) %>% 
    gheatmap(
      select(mlst.onehot,-lane),
      width = 2, 
      color = NA, 
      font.size = 3, 
      colnames_angle = 90, 
      colnames_position = "top", 
      colnames_offset_y = 0,
      hjust = 0,
      offset = 0
    ) +  ylim(NA, 205) +
    theme(legend.position = "none") +
    scale_fill_manual(values = c("lightgrey", "black")) +
    geom_treescale(x = 0.002, y = 180, offset = 2) -> p2
#> Scale for y is already present.
#> Adding another scale for y, which will replace the existing scale.
#> Scale for fill is already present.
#> Adding another scale for fill, which will replace the existing scale.
  
  ((p1 + labs(tag = "A")) / leg / (p2 + labs(tag = "B"))) + 
    plot_layout(heights = c(1, 0.1,1)) -> dassim_trees
  
  dassim_trees
Midpoint-rooted maximum likelihood core gene phylogeny for all samples in collection (A) and restricted to K. pneumoniae sensu stricto (B) showing chromasomal sequence types where black indicates presence and grey absence.

Midpoint-rooted maximum likelihood core gene phylogeny for all samples in collection (A) and restricted to K. pneumoniae sensu stricto (B) showing chromasomal sequence types where black indicates presence and grey absence.

  
if (write_figs) {
ggsave(filename = here("figures/kleb-genomics/SUP_F_dassimtrees.pdf"),
       plot = dassim_trees,
       width = 14,
       height = 16
       
)
ggsave(filename = here("figures/kleb-genomics/SUP_F_dassimtrees.svg"),
       plot = dassim_trees,
       width = 14,
       height = 16
)
}

AMR determinents


# add class ro which resistnce is conferred --------------------------------

quinolone <- "Par|Gyr|Par|Qnr|Qep|Nor|GyrA|GyrB|ParC|ParE"
tetracycline <- "Tet"
sulphonamide <- "Sul"
aminoglycoside <- "Str|Aad|Aac|Aph|Rmt|APH"
streptothricin <- "Sat"
macrolide <- "Mph|Mdf|Erm|Ere"
fosfomycin <- "Fos"
chloramphenicol <- "Cat|FloR|Cml"
trimethoprim <- "Dfr"
rifampicin <- "Arr"
ESBL <- "SHV_12"
penicillinase <- "OKP|SCO|LEN|LAP|AmpC|AmpH"
ampc <- "CMY"

btESBL_amrgenes %>% 
  semi_join(dassimKleb_BTKleb.diversity, 
            by = c( "lane")) %>% 
  select(-genus) %>% 
  rename(gene = ref_seq) %>% 
  # add in QRDR mutations
  bind_rows(
    btESBL_qrdr_mutations %>% 
      filter(genus == "K. pneumoniae complex") %>% 
      select(-genus) %>% 
      semi_join(
        btESBL_CARD_qrdr_mutations, 
        by = c("variant" = "variant",
              "gene" =  "gene")
      ) %>% 
      select(gene, lane) %>% 
      unique() %>% 
      mutate(gene =
               gsub("(^.{1})", '\\U\\1',
                    gene,
                    perl = TRUE))
      ) %>% 
  filter(!grepl("MrdA|MefB", gene)) %>% # AmpH|AMPH|AmpC|
  # add in beta-lactamases
  left_join(
    select(btESBL_NCBI_phenotypic_bl, allele_name, class),
    by = c("gene" = "allele_name")) %>% 
  mutate(class = case_when(
    str_detect(gene, quinolone) ~ "Quinolone",
    str_detect(gene, tetracycline) ~ "Tetracycline",
    str_detect(gene, sulphonamide) ~ "Sulphonamide",
    str_detect(gene, aminoglycoside) ~ "Aminoglycoside",
    str_detect(gene, streptothricin) ~ "Streptothricin",
    str_detect(gene, macrolide) ~ "Macrolide",
    str_detect(gene, fosfomycin) ~ "Fosfomycin",
    str_detect(gene, chloramphenicol) ~ "Chloramphenicol",
    str_detect(gene, rifampicin) ~ "Rifampicin",
    str_detect(gene,trimethoprim) ~ "Trimethoprim",
    str_detect(gene,ESBL) ~ "ESBL",
    str_detect(gene,penicillinase) ~ "Penicillinase",
    str_detect(gene,ampc) ~ "AmpC",
    TRUE ~ class
  )) %>% 
  mutate(gene = if_else(gene == "TEM_95",
                        "TEM_1",
                        gene)) ->
  dassimKleb_BTKleb.amr 

# how many genes per sample

dassimKleb_BTKleb.amr %>% 
  group_by(lane) %>% 
  mutate(n = n()) %>% 
  ungroup() %>% 
  select(lane, n) %>% 
  unique() %>% 
  summarise(
    min = min(n),
    lq = quantile(n, 0.25),
    med = median(n),
    uq = quantile(n, 0.75),
    max = max(n)
  )
#> # A tibble: 1 × 5
#>     min    lq   med    uq   max
#>   <int> <dbl> <int> <dbl> <int>
#> 1     6  11.5    15    17    25
    

### Plot overall prevalence


dassimKleb_BTKleb.amr %>%
  filter(!grepl("Oqx", gene)) %>%  # remove efflux and intrinsic K pnemo
  group_by(class) %>%              # penicillinase
  mutate(n_class = length(class),
         n_genes_in_class = n_distinct(gene)) %>%
  select(class, n_class, n_genes_in_class) %>%
  unique() %>%
  arrange(n_class) %>%
  ungroup() %>%
  mutate(
    end = cumsum(n_genes_in_class),
    start = lag(end, default = 0),
    textpos = start + 0.5 * (end - start)
  ) -> annotate.df

dassimKleb_BTKleb.amr %>%
  filter(!grepl("Oqx", gene)) %>%
  group_by(class) %>%
  mutate(
    n_class = length(class),
    n_genes_in_class = n_distinct(gene),
    gene = gsub("_", "-", gene)
  ) %>%
  ggplot(aes(fct_reorder(fct_rev(fct_infreq(
    gene
  )), n_class),
  fill = class)) +
  geom_bar() +
  theme_bw() +
  coord_flip(ylim = c(-5, 210),
             clip = "off",
             expand = FALSE) +
  annotate(
    geom = "segment",
    x = annotate.df$start + 0.5 + 0.2,
    xend = annotate.df$end + 0.5 - 0.2,
    y = -60,
    yend = -60
  ) +
  annotate(
    geom = "text",
    y = -70,
    x = annotate.df$textpos,
    label = annotate.df$class,
    size = 3,
    hjust = 1
  ) +
  labs(y = "Number") +
  theme(
    plot.margin = unit(c(0.2, 0.5, 0.2, 4), "cm"),
    axis.title.y  = element_blank(),
    legend.position = "none"
  ) -> amrplot
amrplot
FIGURE X: Prevalence of AMR gene grouped by class

FIGURE X: Prevalence of AMR gene grouped by class


if (write_figs) {
  ggsave(
    filename = here("figures/kleb-genomics/F2_amr_plot.pdf"),
    plot = amrplot,
    width = 6,
    height = 10
  )
  ggsave(
    filename = here("figures/kleb-genomics/F2_amr_plot.svg"),
    plot = amrplot,
    width = 6,
    height = 10
  )
}

Clustering of AMR genes


# jaccard distance

dassimKleb_BTKleb.amr %>% 
  filter(!grepl("AmpH|Oqx|ParC|GyrA", gene)) %>% 
  select(-class) %>% 
  pivot_wider(id_cols = lane ,
              names_from = gene, 
              values_from = gene,
              values_fn = length,
              values_fill = 0) -> amr.ariba.onehot


names(amr.ariba.onehot) <- gsub("_","-",names(amr.ariba.onehot))

as.data.frame(
  1 - as.matrix(
    dist(t(amr.ariba.onehot[-1]), method = "binary")
  )
) -> clust.amr

ggplotify::as.ggplot(
pheatmap(clust.amr, 
         color = viridis_pal()(100),
         fontsize = 6)
) -> amr.heatmap
SUPPLEMENTARY FIGURE X: Jaccard-distance heatmap of presence of ARIBA-identified AMR genes, clustered with a hierarchical clustering algorithm. Several AMR-gene clusters are apparent. Excluded from this matrix are the chromasomally-integrated gyrA, parC (quinolone resistance genes) and the ampH penicillinase.

SUPPLEMENTARY FIGURE X: Jaccard-distance heatmap of presence of ARIBA-identified AMR genes, clustered with a hierarchical clustering algorithm. Several AMR-gene clusters are apparent. Excluded from this matrix are the chromasomally-integrated gyrA, parC (quinolone resistance genes) and the ampH penicillinase.



if (write_figs) {
  ggsave(
    filename = here("figures/kleb-genomics/SUP_F_amr_heatmap.svg"),
    plot = amr.heatmap,
    width = 9,
    height = 8
  )

  ggsave(
    filename = here("figures/kleb-genomics/SUP_F_amr_heatmap.pdf"),
    plot = amr.heatmap,
    width = 9,
    height = 8
  )
}



dassimKleb_BTKleb.amr %>% 
  filter(!gene %in% c("OqxA", "OqxB", "FosA")) %>% 
  # remove FosA as not in KpI which we are plottingh
  mutate(lane = gsub("#", "_", lane),
         gene = gsub("_","-", gene)) %>% 
  group_by(class) %>% 
  mutate(n_class = length(class)) %>% 
  ungroup() %>% 
  group_by(gene) %>% 
  mutate(n_gene = length(gene)) %>% 
  arrange(desc(n_class), desc(n_gene)) %>% 
  select(-n_class, -n_gene) %>% 
  pivot_wider(id_cols = lane,
              values_from = class,
              names_from = gene) %>% 

  as.data.frame() ->
  amr.ariba.maptotree

dassimKleb_BTKleb.amr %>% 
    filter(!gene %in% c("OqxA", "OqxB", "FosA")) %>% 
    mutate(lane = gsub("#", "_", lane),
           gene = gsub("_","-", gene)) %>% 
    group_by(class) %>% 
    mutate(n_class = length(class)) %>% 
    ungroup() %>% 
    group_by(gene) %>% 
    mutate(n_gene = length(gene)) %>% 
    arrange(desc(n_class), desc(n_gene)) %>% pull(class) %>% 
  unique() -> class_order

rownames(amr.ariba.maptotree) <- amr.ariba.maptotree$lane

colz = hue_pal()(11)
names(colz) <- sort(unique(dassimKleb_BTKleb.amr %>% 
                        #     filter(class != "Fosfomycin") %>% 
                             pull(class)))

ggtree(tree_subset(btESBL_coregene_tree_kleb, 210, 
                           levels_back = 0)) %>% 
#ggtree(tree) %>% 
    gheatmap(
        select(amr.ariba.maptotree,-lane),
        width = 5, 
        color = NA, 
        font.size = 3, 
        colnames_angle = 90, 
        colnames_position = "top", 
        colnames_offset_y = 0,
        hjust = 0,
        offset = 0
    ) +
  ylim(NA, 210) +
  scale_fill_manual(name = "Class", values = colz, 
                    breaks = class_order,
                    na.translate = FALSE) ->
  malawi_tree_with_amr_kp1
#> Scale for y is already present.
#> Adding another scale for y, which will replace the existing scale.
#> Scale for fill is already present.
#> Adding another scale for fill, which will replace the existing scale.

ggtree(btESBL_coregene_tree_kleb) %>% 
#ggtree(tree) %>% 
    gheatmap(
        select(amr.ariba.maptotree,-lane),
        width = 5, 
        color = NA, 
        font.size = 3, 
        colnames_angle = 90, 
        colnames_position = "top", 
        colnames_offset_y = 0,
        hjust = 0,
        offset = 0
    ) +
  ylim(NA, 220) +
  scale_fill_manual(name = "Class", values = colz, 
                    breaks = class_order,
                    na.translate = FALSE) ->
  malawi_tree_with_amr_all
#> Scale for y is already present.
#> Adding another scale for y, which will replace the existing scale.
#> Scale for fill is already present.
#> Adding another scale for fill, which will replace the existing scale.

(malawi_tree_with_amr_kp1 / malawi_tree_with_amr_all) + plot_annotation(tag_levels = "A") + plot_layout(guides = "collect") -> tree_amr_plt

tree_amr_plt
Presence of ARIBA-identified AMR genes mapped back to phylogeny for (A) KPI isolates only (B) all samples. Some lineage association of AMR genes is apparent.

Presence of ARIBA-identified AMR genes mapped back to phylogeny for (A) KPI isolates only (B) all samples. Some lineage association of AMR genes is apparent.


if (write_figs) {
  ggsave(
    filename = here("figures/kleb-genomics/SUP_F_amr_tree.pdf"),
    plot = tree_amr_plt,
    width = 14,
    height = 12
  )
  
  ggsave(
    filename = here("figures/kleb-genomics/SUP_F_amr_tree.svg"),
    plot = tree_amr_plt,
    width = 14,
    height = 12
  )
}

Diversity of Malawian carriage isolates in a global context

Plot table of metadata across studies


# function to boostrap confidence intervals for diversity indices from
# vegan package

bootstrap_diveristy_cis <-
  function(df,
           n_reps = 100,
           diversity_measure = "shannon",
           output = "string") {
    outlist <- list()
    
    if (all(is.na(df$ST))) {
      if (output == "string") {
        out <- "NA"
      } else {
        out <- data.frame(mid = NA,
                          lci = NA,
                          uci = NA)
      }

    } else {
    for (i in 1:n_reps) {
      df_resample <-
        df %>% 
        ungroup() %>% 
        slice_sample(n = nrow(df), replace = TRUE) %>%
        select(ST) %>%
        filter(!is.na(ST)) %>%
        pivot_wider(
          names_from = ST,
          values_from = ST,
          values_fn = length,
          values_fill = 0
        )
      outlist[[i]] <-
        vegan::diversity(df_resample, index = diversity_measure)
    }
    results <- unlist(outlist)
    outdf <- data.frame(mid = median(results, na.rm = TRUE),
                         lci = quantile(results, 0.025, na.rm = TRUE),
                         uci = quantile(results, 0.975, na.rm = TRUE))
    outstr = paste0(
      sp_dc(median(results, na.rm = TRUE),2),
      " 95% CI (",
      sp_dc(quantile(results, 0.025, na.rm = TRUE), 2),
      "-",
      sp_dc(quantile(results, 0.975, na.rm = TRUE), 2),
      ")"
    )
    rownames(outdf) <- NULL
    if (output == "string") {
      out <- outstr
    } else {
      out <- outdf
    }
    }
    return(out)
  }

# by group

left_join(
  btESBL_kleb_global_metadata %>%
    filter(name %in% btESBL_kleb_globaltree$tip.label) %>%
    mutate(
      `Isolate Type` = case_when(
        `Isolate Type` == "Carriage" ~ "Colonising",
        `Isolate Type` == "Infection" ~ "Invasive",
        TRUE ~ `Isolate Type`
      )
    ) %>%
    group_by(study) %>%
    summarise(
      n = n(),
      invasive = paste0(
        sum(`Isolate Type` == "Invasive", na.rm = TRUE),
        "/",
        sum(!is.na(`Isolate Type`)),
        " (",
        sp_dc(100 * (
          sum(`Isolate Type` == "Invasive", na.rm = TRUE) /
            sum(!is.na(`Isolate Type`))
        ),
        0),
        " %)"
      ),
      esbl = paste0(
        sum(ESBL == "ESBL", na.rm = TRUE),
        "/",
        sum(!is.na(ESBL)),
        " (",
        sp_dc(100 * (
          sum(ESBL == "ESBL", na.rm = TRUE) /
            sum(!is.na(ESBL))
        ),
        0),
        " %)"
      ),
    ),
  btESBL_kleb_global_metadata %>%
    filter(name %in% btESBL_kleb_globaltree$tip.label) %>%
    mutate(
      `Isolate Type` = case_when(
        `Isolate Type` == "Carriage" ~ "Colonising",
        `Isolate Type` == "Infection" ~ "Invasive",
        TRUE ~ `Isolate Type`
      )
    ) %>%
    group_by(study) %>%
    group_modify(
      ~ bootstrap_diveristy_cis(
        .x,
        diversity_measure = "shannon",
        output = "df",
        n_reps = 1000
      )
    ) %>%
    mutate(st_diversity  =
             if_else(
               is.na(mid),
               "-",
               paste0(sp_dc(mid, 2),
                      " 95% CI (",
                      sp_dc(lci, 2),
                      "-",
                      sp_dc(uci, 2),
                      ")")
             )) %>%
    select(study, st_diversity),
  by = c("study")
) %>%
  mutate(
    study = case_when(
      study == "cornick" ~ "Cornick et al 2021",
      study == "DASSIM" ~ "This study",
      study == "global" ~ "Holt et al 2015",
      study == "kenya" ~  "Henson et el 2017",
      study == "musciha" ~ "Musicha et al 2019"
    )
  ) %>%
  kbl(
    col.names = c(
      "Study",
      "Included genomes",
      "Invasive",
      "ESBL",
      "Shannon diversity in ST (95% CI)"
    ),
    caption = "Characteristics of included genomes"
  ) %>%
  add_header_above(c(
    " " = 2,
    "Proportion of samples that are" = 2,
    " " = 1
  )) %>%
  kable_classic(full_width = FALSE) %>%
  footnote(
    general = c(
      "Invasive is defined as cultured from a sterile site",
      "ESBL is defined as presence of any recognised ESBL gene"
    )
  )
Characteristics of included genomes
Proportion of samples that are
Study Included genomes Invasive ESBL Shannon diversity in ST (95% CI)
This study 203 0/203 (0 %) 200/203 (99 %) 3.57 95% CI (3.43-3.69)
Cornick et al 2021 79 79/79 (100 %) 66/79 (84 %) 2.74 95% CI (2.46-2.99)
Holt et al 2015 264 142/187 (76 %) 104/264 (39 %)
Henson et el 2017 65 65/65 (100 %) 43/65 (66 %)
Musicha et al 2019 71 60/71 (85 %) 40/71 (56 %) 3.17 95% CI (2.92-3.37)
Note:
Invasive is defined as cultured from a sterile site
ESBL is defined as presence of any recognised ESBL gene

btESBL_kleb_global_metadata %>% 
  select(study, ST, `Isolate Type`) %>% 
  mutate(ST = if_else(grepl("Novel|Unknown", ST), NA_character_, ST)) %>% 
  filter(!is.na(ST)) %>% 
  mutate(`Isolate Type` = case_when(
    `Isolate Type` == "Carriage" ~ "Colonising",
    `Isolate Type` == "Infection" ~ "Invasive",
    TRUE ~ `Isolate Type`)) %>% 
  mutate(
    study = case_when(
      study == "cornick" ~ "Cornick et al 2021",
      study == "DASSIM" ~ "This study",
      study == "global" ~ "Holt et al 2015",
      study == "kenya" ~  "Henson et el 2017",
      study == "musciha" ~ "Musicha et al 2019"
    )) %>% 
  ggplot(aes(fct_infreq(ST), fill = `Isolate Type`)) +
  geom_bar() +
  facet_wrap(~ study, ncol = 1, scales = "free_y") +
  theme_bw() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1, size = 4)) +
  labs(x = "ST", y = "Number of samples") ->
  st_dist_plot_malawi

st_dist_plot_malawi
ST distribution stratified by Malawian samples

ST distribution stratified by Malawian samples


if (write_figs) {
  ggsave(
    filename = here("figures/kleb-genomics/SUP_F_malawi_st_by_study.pdf"),
    plot = st_dist_plot_malawi,
    width = 9,
    height = 5
  )
  ggsave(
    filename = here("figures/kleb-genomics/SUP_F_malawi_st_by_study.svg"),
    plot = st_dist_plot_malawi,
    width = 9,
    height = 5
  )
}

btESBL_kleb_global_metadata %>% 
  mutate(`Isolate Type` = case_when(
    `Isolate Type` == "Carriage" ~ "Colonising",
    `Isolate Type` == "Infection" ~ "Invasive",
    TRUE ~ `Isolate Type`)) ->
dassimKleb_globalKleb.metadata 

col <-
  c("white",
    "grey30",
    brewer_pal(palette = "Set3")(6))
names(col) <-
  c("0",
    "1",
    "Human",
    "Animal",
    "Environmental",
    "Invasive",
    "Colonising",
    "ESBL") 

  (
    (
      (
        (
          ggtree(
            tree_subset(btESBL_kleb_globaltree, 734, levels_back = 0),
            size = 0.3
          ) %>%
            gheatmap(
              select(dassimKleb_globalKleb.metadata, Malawi) %>%
                mutate(Malawi =
                         case_when(
                           Malawi == "1" ~ "Malawi",
                           Malawi == "0" ~ "Not Malawi"
                         )),
              width = 0.03,
              color = NA,
              font.size = 4,
              colnames_angle = 90,
              colnames_position = "top",
              colnames_offset_y = 5,
              hjust = 0
            )  +
            scale_fill_manual(
              values = c("Not Malawi" = "white", "Malawi" = "grey30"),
              name = "Country",
              na.translate = FALSE,
              guide = guide_legend(order = 1)
            )  +
            new_scale_fill()
        ) %>%
          gheatmap(
            select(dassimKleb_globalKleb.metadata, `Sample Source`),
            width = 0.03,
            color = NA,
            font.size = 4,
            colnames_angle = 90,
            colnames_position = "top",
            colnames_offset_y = 5,
            hjust = 0,
            offset = 0.00022
          ) +
          scale_fill_manual(
            values =
              c(
                "Human" = brewer_pal(palette = "Set3")(6)[1],
                "Animal" = brewer_pal(palette = "Set3")(6)[2],
                "Environmental" = brewer_pal(palette = "Set3")(6)[3]
              ),
            na.translate = FALSE,
            name = "Sample\nSource",
            guide = guide_legend(order = 2)
          ) +
          new_scale_fill()
      ) %>%
        gheatmap(
          select(dassimKleb_globalKleb.metadata, `Isolate Type`),
          width = 0.03,
          color = NA,
          font.size = 4,
          colnames_angle = 90,
          colnames_position = "top",
          colnames_offset_y = 5,
          hjust = 0,
          offset = 0.00044
        ) +
        scale_fill_manual(
          values =
            c(
              "Invasive" = brewer_pal(palette = "Set3")(6)[4],
              "Colonising" = brewer_pal(palette = "Set3")(6)[5]
            ),
          na.translate = FALSE,
          name = "Isolate\nType",
          guide = guide_legend(order = 3)
        ) +
        new_scale_fill()
    ) %>%   gheatmap(
      select(dassimKleb_globalKleb.metadata, ESBL) %>%
        mutate(ESBL = if_else(ESBL == "ESBL", "Present", NA_character_)),
      width = 0.03,
      color = NA,
      font.size = 4,
      colnames_angle = 90,
      colnames_position = "top",
      colnames_offset_y = 5,
      hjust = 0,
      offset = 0.00066
    ) +
      scale_fill_manual(
        values =
          c("Present" = brewer_pal(palette = "Set3")(6)[6]),
        na.translate = FALSE,
        name = "ESBL",
        guide = guide_legend(order = 4)
      ) +
      new_scale_fill()
  ) +
    ylim(NA, 680) +
    geom_cladelabel(
      node = 759,
      label = "ST14",
      align = TRUE,
      offset = -0.0008,
      barsize = 0.3
    ) +
    geom_cladelabel(
      node = 801,
      label = "ST15",
      align = TRUE,
      offset = -0.0008,
      barsize = 0.3
    ) +
    geom_cladelabel(
      node = 1059,
      label = "ST340",
      align = TRUE,
      offset = -0.002,
      barsize = 0.3
    ) +
    geom_cladelabel(
      node = 1145,
      label = "ST307",
      align = TRUE,
      offset = -0.002,
      barsize = 0.3
    ) +
    geom_treescale(x = 0.001, y = 550, offset = 5,width = 0.001,
                   linesize =0.3) ->
    globaltree_plot
#> Scale for fill is already present.
#> Adding another scale for fill, which will replace the existing scale.
#> Scale for fill is already present.
#> Adding another scale for fill, which will replace the existing scale.
#> Scale for fill is already present.
#> Adding another scale for fill, which will replace the existing scale.
#> Scale for fill is already present.
#> Adding another scale for fill, which will replace the existing scale.
#> Scale for y is already present.
#> Adding another scale for y, which will replace the existing scale.
  

globaltree_plot  
#> Warning: The following aesthetics were dropped during statistical transformation: node,
#> parent
#>  This can happen when ggplot fails to infer the correct grouping structure in
#>   the data.
#>  Did you forget to specify a `group` aesthetic or to convert a numerical
#>   variable into a factor?
#> The following aesthetics were dropped during statistical transformation: node,
#> parent
#>  This can happen when ggplot fails to infer the correct grouping structure in
#>   the data.
#>  Did you forget to specify a `group` aesthetic or to convert a numerical
#>   variable into a factor?
#> The following aesthetics were dropped during statistical transformation: node,
#> parent
#>  This can happen when ggplot fails to infer the correct grouping structure in
#>   the data.
#>  Did you forget to specify a `group` aesthetic or to convert a numerical
#>   variable into a factor?
#> The following aesthetics were dropped during statistical transformation: node,
#> parent
#>  This can happen when ggplot fails to infer the correct grouping structure in
#>   the data.
#>  Did you forget to specify a `group` aesthetic or to convert a numerical
#>   variable into a factor?
#> The following aesthetics were dropped during statistical transformation: node,
#> parent
#>  This can happen when ggplot fails to infer the correct grouping structure in
#>   the data.
#>  Did you forget to specify a `group` aesthetic or to convert a numerical
#>   variable into a factor?
#> The following aesthetics were dropped during statistical transformation: node,
#> parent
#>  This can happen when ggplot fails to infer the correct grouping structure in
#>   the data.
#>  Did you forget to specify a `group` aesthetic or to convert a numerical
#>   variable into a factor?
#> The following aesthetics were dropped during statistical transformation: node,
#> parent
#>  This can happen when ggplot fails to infer the correct grouping structure in
#>   the data.
#>  Did you forget to specify a `group` aesthetic or to convert a numerical
#>   variable into a factor?
#> The following aesthetics were dropped during statistical transformation: node,
#> parent
#>  This can happen when ggplot fails to infer the correct grouping structure in
#>   the data.
#>  Did you forget to specify a `group` aesthetic or to convert a numerical
#>   variable into a factor?


if (write_figs) {
  ggsave(
    filename = here("figures/kleb-genomics/F3_globaltree.pdf"),
    plot = globaltree_plot,
    width = 9,
    height = 12
  )
  ggsave(
    filename = here("figures/kleb-genomics/F3_globaltree.svg"),
    plot = globaltree_plot,
    width = 9,
    height = 12
  )
}

Malawian isolates: comparing carriage and infection


(
  (
    ggtree(
      tree_subset(
        btESBL_kleb_malawi_allisolate_core_gene_tree,
        372,
        levels_back = 0
      )
    ) %>%
      gheatmap(
        select(dassimKleb_globalKleb.metadata, `Isolate Type`),
        width = 0.03,
        color = NA,
        font.size = 4,
        colnames_angle = 90,
        colnames_position = "top",
        colnames_offset_y = 5,
        hjust = 0,
        offset = 0.0002
      ) +
      scale_fill_manual(
        values =
          c(
            "Invasive" = brewer_pal(palette = "Set3")(6)[4],
            "Colonising" = brewer_pal(palette = "Set3")(6)[5]
          ),
        na.translate = FALSE,
        name = "Isolate\nType",
        guide = guide_legend(order = 2)
      ) +
      new_scale_fill()
  ) %>%   gheatmap(
    select(dassimKleb_globalKleb.metadata, ESBL)  %>%
      mutate(ESBL = if_else(ESBL == "ESBL", "Present", NA_character_)),
    width = 0.03,
    color = NA,
    font.size = 4,
    colnames_angle = 90,
    colnames_position = "top",
    colnames_offset_y = 5,
    hjust = 0,
    offset = 0
  )  +
    scale_fill_manual(
      values =
        c("Present" = brewer_pal(palette = "Set3")(6)[6]),
      na.translate = FALSE,
      name = "ESBL",
      guide = guide_legend(order = 1)
    ) +
    new_scale_fill()
) %>%   gheatmap(
  select(dassimKleb_globalKleb.metadata, ybt, clb, iuc, iro, rmpA, rmpA2) %>%
    mutate(across(
      everything(), ~
        if_else(.x == "1", "Present", NA_character_)
    )),
  width = 0.18,
  color = "lightgrey",
  font.size = 4,
  colnames_angle = 90,
  colnames_position = "top",
  colnames_offset_y = 5,
  hjust = 0,
  offset = 0.0005
)  +
  scale_fill_manual(
    values = c("Present" = "grey30"),
    name = "Virulence\nLocus",
    na.translate = FALSE,
    guide = guide_legend(order = 3)
  ) +
  ylim(NA, 370) +
  geom_cladelabel(
    node = 516,
    label = "ST268",
    align = TRUE,
    offset = -0.0011,
    fontsize = 3
  ) +
  geom_cladelabel(
    node = 629,
    label = "ST218",
    align = TRUE,
    offset = -0.00163,
    fontsize = 3
  ) +
  geom_cladelabel(
    node = 376,
    label = "ST14",
    align = TRUE,
    offset = -0.00062,
    fontsize = 3
  ) +
  geom_cladelabel(
    node = 412,
    label = "ST15",
    align = TRUE,
    offset = -0.00074,
    fontsize = 3
  ) +
  geom_cladelabel(
    node = 585,
    label = "ST340",
    align = TRUE,
    offset = -0.00158,
    fontsize = 3
  ) +
  geom_cladelabel(
    node = 523,
    label = "ST307",
    align = TRUE,
    offset = -0.0013,
    fontsize = 3
  ) +
  geom_treescale(
    x = 0.0003,
    y = 330,
    offset = 2,
    width = 0.001,
    fontsize = 3
  ) -> malawi_tree_plot_final
#> Scale for fill is already present.
#> Adding another scale for fill, which will replace the existing scale.
#> Scale for fill is already present.
#> Adding another scale for fill, which will replace the existing scale.
#> Scale for fill is already present.
#> Adding another scale for fill, which will replace the existing scale.
#> Scale for y is already present.
#> Adding another scale for y, which will replace the existing scale.

malawi_tree_plot_final
#> Warning: The following aesthetics were dropped during statistical transformation: node,
#> parent
#>  This can happen when ggplot fails to infer the correct grouping structure in
#>   the data.
#>  Did you forget to specify a `group` aesthetic or to convert a numerical
#>   variable into a factor?
#> The following aesthetics were dropped during statistical transformation: node,
#> parent
#>  This can happen when ggplot fails to infer the correct grouping structure in
#>   the data.
#>  Did you forget to specify a `group` aesthetic or to convert a numerical
#>   variable into a factor?
#> The following aesthetics were dropped during statistical transformation: node,
#> parent
#>  This can happen when ggplot fails to infer the correct grouping structure in
#>   the data.
#>  Did you forget to specify a `group` aesthetic or to convert a numerical
#>   variable into a factor?
#> The following aesthetics were dropped during statistical transformation: node,
#> parent
#>  This can happen when ggplot fails to infer the correct grouping structure in
#>   the data.
#>  Did you forget to specify a `group` aesthetic or to convert a numerical
#>   variable into a factor?
#> The following aesthetics were dropped during statistical transformation: node,
#> parent
#>  This can happen when ggplot fails to infer the correct grouping structure in
#>   the data.
#>  Did you forget to specify a `group` aesthetic or to convert a numerical
#>   variable into a factor?
#> The following aesthetics were dropped during statistical transformation: node,
#> parent
#>  This can happen when ggplot fails to infer the correct grouping structure in
#>   the data.
#>  Did you forget to specify a `group` aesthetic or to convert a numerical
#>   variable into a factor?
#> The following aesthetics were dropped during statistical transformation: node,
#> parent
#>  This can happen when ggplot fails to infer the correct grouping structure in
#>   the data.
#>  Did you forget to specify a `group` aesthetic or to convert a numerical
#>   variable into a factor?
#> The following aesthetics were dropped during statistical transformation: node,
#> parent
#>  This can happen when ggplot fails to infer the correct grouping structure in
#>   the data.
#>  Did you forget to specify a `group` aesthetic or to convert a numerical
#>   variable into a factor?
#> The following aesthetics were dropped during statistical transformation: node,
#> parent
#>  This can happen when ggplot fails to infer the correct grouping structure in
#>   the data.
#>  Did you forget to specify a `group` aesthetic or to convert a numerical
#>   variable into a factor?
#> The following aesthetics were dropped during statistical transformation: node,
#> parent
#>  This can happen when ggplot fails to infer the correct grouping structure in
#>   the data.
#>  Did you forget to specify a `group` aesthetic or to convert a numerical
#>   variable into a factor?
#> The following aesthetics were dropped during statistical transformation: node,
#> parent
#>  This can happen when ggplot fails to infer the correct grouping structure in
#>   the data.
#>  Did you forget to specify a `group` aesthetic or to convert a numerical
#>   variable into a factor?
#> The following aesthetics were dropped during statistical transformation: node,
#> parent
#>  This can happen when ggplot fails to infer the correct grouping structure in
#>   the data.
#>  Did you forget to specify a `group` aesthetic or to convert a numerical
#>   variable into a factor?
Midpoint rooted core gene maximum likelihood phylogenetic tree of Malawian isolates.

Midpoint rooted core gene maximum likelihood phylogenetic tree of Malawian isolates.


if (write_figs) {
  ggsave(
    filename = here("figures/kleb-genomics/F4_malawitree.pdf"),
    plot = malawi_tree_plot_final,
    width = 8,
    height = 10
  )
  ggsave(
    filename = here("figures/kleb-genomics/F4_malawitree.svg"),
    plot = malawi_tree_plot_final,
    width = 8,
    height = 10
  )
}

dassimKleb_globalKleb.metadata %>%
  filter(location == "Malawi") %>%
  mutate(ESBL = if_else(ESBL == "ESBL", "ESBL", "Not ESBL")) %>%
  select(`Isolate Type`, ESBL, ybt, clb, iuc, iro, rmpA, rmpA2) %>%
  pivot_longer(-c(`Isolate Type`, ESBL)) %>%
  mutate(value = if_else(value == 1, "Present", "Absent")) %>%
  filter(!is.na(value)) %>%
  ggplot(aes(name, fill = value)) + geom_bar(position = "fill") +
  facet_grid( ~ `Isolate Type`) +
  theme_bw() +
  scale_fill_viridis_d() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1),
        legend.title = element_blank()) +
  labs(y = "Proportion", x = "") -> a

dassimKleb_globalKleb.metadata %>%
  filter(location == "Malawi",!is.na(ESBL)) %>%
  mutate(ESBL = if_else(ESBL == "ESBL", "ESBL", "Not ESBL")) %>%
  select(`Isolate Type`, ESBL, ybt, clb, iuc, iro, rmpA, rmpA2) %>%
  pivot_longer(-c(`Isolate Type`, ESBL)) %>%
  mutate(value = if_else(value == 1, "Present", "Absent")) %>%
  filter(!is.na(value)) %>%
  ggplot(aes(name, fill = value)) + geom_bar(position = "fill") +
  facet_grid( ~ ESBL) +
  theme_bw() +
  scale_fill_viridis_d() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1),
        legend.title = element_blank()) +
  labs(y = "Proportion", x = "") -> b

(a / b) + 
  plot_layout(guides = "collect") + 
  plot_annotation(tag_levels = "A") -> virplot
virplot



if (write_figs) {
  ggsave(
    filename = here("figures/kleb-genomics/SUPP_FIG_virplot.pdf"),
    plot = virplot,
    width = 5,
    height = 5
  )
  ggsave(
    filename = here("figures/kleb-genomics/SUPP_FIG_virplot.svg"),
    plot = virplot,
    width = 5,
    height = 5
  )
}

O types infection vs carriage


dassimKleb_globalKleb.metadata %>%
  filter(study %in% c("cornick", "DASSIM","musciha"),
         !is.na(O_locus)) %>% 
  mutate(O_locus = case_when(
    O_locus_confidence %in% 
           c("Good",
             "High",             
             "Very high") ~ O_locus,
    TRUE ~ "Unknown")) %>% 
   mutate(K_locus = case_when(
    K_locus_confidence %in% 
           c("Good",
             "High",             
             "Very high") ~ K_locus,
    TRUE ~ "Unknown")) %>% 
  group_by(`Isolate Type`) %>% 
  mutate(total = length(O_locus)) %>% 
  group_by(O_locus, `Isolate Type`) %>% 
  summarise(prop = length(O_locus)/unique(total),
            lci = binom.test(length(O_locus), unique(total))$conf.int[1],
            uci = binom.test(length(O_locus), unique(total))$conf.int[2]) %>% 
  ggplot(aes(fct_rev(fct_reorder(O_locus,prop)), 
             prop, 
             color = `Isolate Type`,
             shape = `Isolate Type`,
             ymin = lci,
             ymax = uci)) +
  geom_point(position = position_dodge(width = 0.5)) +
  geom_errorbar(width = 0, position = position_dodge(width = 0.5)) +
  theme_bw() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
  labs(x = "O-type", y = "Proportion of samples") +
  scale_color_manual(values = hue_pal()(2)[c(2,1)]) ->
  o_type_distn_plot
#> `summarise()` has grouped output by 'O_locus'. You can override using the
#> `.groups` argument.

dassimKleb_globalKleb.metadata %>%
  filter(study %in% c("cornick", "DASSIM", "musciha"),!is.na(O_locus)) %>%
  mutate(O_locus = case_when(
    O_locus_confidence %in%
      c("Good",
        "High",
        "Very high") ~ O_locus,
    TRUE ~ "Unknown"
  )) %>%
  mutate(K_locus = case_when(
    K_locus_confidence %in%
      c("Good",
        "High",
        "Very high") ~ K_locus,
    TRUE ~ "Unknown"
  )) %>%
  mutate(K_locus = as.factor(K_locus),
         `Isolate Type` = as.factor(`Isolate Type`)) %>%
  count(K_locus, `Isolate Type`, .drop = FALSE) %>%
  group_by(`Isolate Type`) %>%
  mutate(total = sum(n)) %>%
  group_by(K_locus) %>%
  filter(sum(n) > 2) %>%
  group_by(K_locus, `Isolate Type`) %>%
  summarise(
    prop = n / unique(total),
    lci = binom.test(n, unique(total))$conf.int[1],
    uci = binom.test(n, unique(total))$conf.int[2]
  ) %>%
  ggplot(aes(
    fct_rev(fct_reorder(K_locus, prop)),
    prop,
    color = `Isolate Type`,
    shape = `Isolate Type`,
    ymin = lci,
    ymax = uci
  )) +
  geom_point(position = position_dodge(width = 0.5)) +
  geom_errorbar(width = 0, position = position_dodge(width = 0.5)) +
  theme_bw() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
  labs(x = "K-type", y = "Proportion of samples") +
  scale_color_manual(values = hue_pal()(2)[c(2, 1)]) ->
  k_type_distn_plot
#> `summarise()` has grouped output by 'K_locus'. You can override using the
#> `.groups` argument.

o_type_distn_plot + k_type_distn_plot +
  plot_annotation(tag_levels = "A") +
  plot_layout(widths = c(1,1.8), guides = 'collect') &
  theme(legend.position = "bottom") -> o_ktype_distn_plot

o_ktype_distn_plot


if (write_figs) {
  ggsave(
    filename = here("figures/kleb-genomics/F5_OK_type_distn.svg"),
    plot =  o_ktype_distn_plot,
    width = 10,
    height = 4
  )
  
  ggsave(
    filename = here("figures/kleb-genomics/F5_OK_type_distn.pdf"),
    plot =  o_ktype_distn_plot,
    width = 10,
    height = 4
  )
}

Testing independence of distributions of K- and O-types


dassimKleb_globalKleb.metadata %>%
  filter(study %in% c("cornick", "DASSIM","musciha"),
         !is.na(O_locus)) %>% 
  mutate(O_locus = case_when(
    O_locus_confidence %in% 
      c("Good",
        "High",             
        "Very high") ~ O_locus,
    TRUE ~ "Unknown")) %>% 
  mutate(K_locus = case_when(
    K_locus_confidence %in% 
      c("Good",
        "High",             
        "Very high") ~ K_locus,
    TRUE ~ "Unknown")) -> df


row_wise_fisher_test(
  table(df$K_locus, df$`Isolate Type`), 
  simulate.p.value = TRUE, 
  p.adjust.method = "fdr") %>% 
  select(-c(n,p.adj.signif)) -> 
  tab 

tab %>%
  kbl(
    caption = "Benjamini-Hochberg corrected p values testing equal distribution of K-types across invasive and carriage isolates",
    col.names = c(
      "K-type",
      "Uncorrected p-value",
      "Benjamini-Hochberg corrected p-values"
    )
  ) %>%
  kable_classic(full_width = FALSE) %>%
  row_spec(which(tab$p.adj < 0.05), bold = TRUE)
Benjamini-Hochberg corrected p values testing equal distribution of K-types across invasive and carriage isolates
K-type Uncorrected p-value Benjamini-Hochberg corrected p-values
KL10 0.154000 0.6640
KL102 0.054300 0.5120
KL103 1.000000 1.0000
KL104 0.394000 0.8390
KL105 1.000000 1.0000
KL106 1.000000 1.0000
KL108 0.521000 0.8820
KL109 0.394000 0.8390
KL110 0.157000 0.6640
KL111 0.032300 0.3550
KL112 0.161000 0.6640
KL114 1.000000 1.0000
KL115 1.000000 1.0000
KL12 1.000000 1.0000
KL122 0.394000 0.8390
KL123 1.000000 1.0000
KL125 0.394000 0.8390
KL127 0.394000 0.8390
KL13 1.000000 1.0000
KL132 1.000000 1.0000
KL134 0.394000 0.8390
KL136 0.521000 0.8820
KL137 0.282000 0.8390
KL14 0.564000 0.9080
KL142 0.394000 0.8390
KL145 1.000000 1.0000
KL149 0.094500 0.6640
KL15 0.013900 0.2290
KL151 0.521000 0.8820
KL155 0.521000 0.8820
KL157 1.000000 1.0000
KL158 0.394000 0.8390
KL16 0.774000 1.0000
KL165 0.394000 0.8390
KL17 1.000000 1.0000
KL18 0.282000 0.8390
KL19 1.000000 1.0000
KL2 0.865000 1.0000
KL20 0.003490 0.0768
KL21 0.521000 0.8820
KL23 0.252000 0.8390
KL24 0.538000 0.8880
KL25 0.176000 0.6830
KL27 0.085200 0.6640
KL3 0.154000 0.6640
KL30 0.770000 1.0000
KL39 0.652000 1.0000
KL43 0.000194 0.0128
KL45 0.154000 0.6640
KL48 0.652000 1.0000
KL5 0.394000 0.8390
KL51 0.154000 0.6640
KL52 1.000000 1.0000
KL53 0.394000 0.8390
KL54 0.521000 0.8820
KL55 0.154000 0.6640
KL57 1.000000 1.0000
KL59 1.000000 1.0000
KL62 0.001280 0.0422
KL63 1.000000 1.0000
KL64 1.000000 1.0000
KL67 0.521000 0.8820
KL74 1.000000 1.0000
KL8 0.521000 0.8820
KL9 1.000000 1.0000
Unknown 0.028400 0.3550

row_wise_fisher_test(
  table(df$O_locus, df$`Isolate Type`), 
  simulate.p.value = TRUE, 
  p.adjust.method = "fdr") %>% 
  select(-c(n,p.adj.signif)) -> 
  tab 

tab %>% 
  kbl(caption = "Benjamini-Hochberg corrected p values testing equal distribution of O-types across invasive and carriage isolates",
        col.names = c(
      "O-type",
      "Uncorrected p-value",
      "Benjamini-Hochberg corrected p-values"
    )) %>% 
  kable_classic(full_width = FALSE) %>% 
  row_spec(which(tab$p.adj < 0.05), bold = TRUE)
Benjamini-Hochberg corrected p values testing equal distribution of O-types across invasive and carriage isolates
O-type Uncorrected p-value Benjamini-Hochberg corrected p-values
O1/O2v1 0.15400 0.431
O12 1.00000 1.000
O1v1 0.20300 0.474
O1v2 0.04140 0.290
O2v1 0.29800 0.596
O2v2 0.53000 0.824
O3/O3a 0.00906 0.127
O3b 0.09730 0.341
O4 0.75500 0.903
O5 0.77400 0.903
OL101 0.48800 0.824
OL103 0.08520 0.341
OL104 1.00000 1.000
Unknown 0.75800 0.903

Sensitivity analyses

K- and O-type distributions

K- and O- type distributions in a sub population defined by:

  1. Restricted to ESBL
  2. Exclude all but one samples from within one participant where there is a repeated ST
  3. Exclude ST340 from Cornick et al - the outbreak clone

dassimKleb_globalKleb.metadata %>%
  filter(study %in% c("cornick", "DASSIM","musciha"),
         !is.na(O_locus),
         ESBL == "ESBL") %>% 
  anti_join(
    btESBL_sequence_sample_metadata %>% 
      filter(grepl("Klebsiella", species)) %>% 
      group_by(pid,ST) %>% 
      mutate(n = 1:n()) %>% 
      filter(n > 1),
    by = c("name" = "lane")) %>% 
  mutate(O_locus = case_when(
    O_locus_confidence %in% 
           c("Good",
             "High",             
             "Very high") ~ O_locus,
    TRUE ~ "Unknown")) %>% 
   mutate(K_locus = case_when(
    K_locus_confidence %in% 
           c("Good",
             "High",             
             "Very high") ~ K_locus,
    TRUE ~ "Unknown")) %>% 
  filter(!(study == "cornick" & ST == "ST340")) %>%  
  group_by(`Isolate Type`) %>% 
  mutate(total = length(O_locus)) %>% 
  group_by(O_locus, `Isolate Type`) %>% 
  summarise(prop = length(O_locus)/unique(total),
            lci = binom.test(length(O_locus), unique(total))$conf.int[1],
            uci = binom.test(length(O_locus), unique(total))$conf.int[2]) %>% 
  ggplot(aes(fct_rev(fct_reorder(O_locus,prop)), 
             prop, 
             color = `Isolate Type`,
             shape = `Isolate Type`,
             ymin = lci,
             ymax = uci)) +
  geom_point(position = position_dodge(width = 0.5)) +
  geom_errorbar(width = 0, position = position_dodge(width = 0.5)) +
  theme_bw() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
  labs(x = "O-type", y = "Proportion of samples") +
  scale_color_manual(values = hue_pal()(2)[c(2,1)]) ->
  o_type_distn_plot_sensax
#> `summarise()` has grouped output by 'O_locus'. You can override using the
#> `.groups` argument.

dassimKleb_globalKleb.metadata %>%
  filter(study %in% c("cornick", "DASSIM", "musciha"),
         !is.na(O_locus),
         ESBL == "ESBL") %>%
  anti_join(
    btESBL_sequence_sample_metadata %>%
      filter(grepl("Klebsiella", species)) %>%
      group_by(pid,ST) %>%
      mutate(n = 1:n()) %>%
      filter(n > 1),
    by = c("name" = "lane")) %>%
  filter(!(study == "cornick" & ST == "ST340")) %>%  
  mutate(O_locus = case_when(
    O_locus_confidence %in%
      c("Good",
        "High",
        "Very high") ~ O_locus,
    TRUE ~ "Unknown"
  )) %>%
  mutate(K_locus = case_when(
    K_locus_confidence %in%
      c("Good",
        "High",
        "Very high") ~ K_locus,
    TRUE ~ "Unknown"
  )) %>%
  mutate(K_locus = as.factor(K_locus),
         `Isolate Type` = as.factor(`Isolate Type`)) %>%
  count(K_locus, `Isolate Type`, .drop = FALSE) %>%
  group_by(`Isolate Type`) %>%
  mutate(total = sum(n)) %>%
  group_by(K_locus) %>%
  filter(sum(n) > 2) %>%
  group_by(K_locus, `Isolate Type`) %>%
  summarise(
    prop = n / unique(total),
    lci = binom.test(n, unique(total))$conf.int[1],
    uci = binom.test(n, unique(total))$conf.int[2]
  ) %>%
  ggplot(aes(
    fct_rev(fct_reorder(K_locus, prop)),
    prop,
    color = `Isolate Type`,
    shape = `Isolate Type`,
    ymin = lci,
    ymax = uci
  )) +
  geom_point(position = position_dodge(width = 0.5)) +
  geom_errorbar(width = 0, position = position_dodge(width = 0.5)) +
  theme_bw() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
  labs(x = "K-type", y = "Proportion of samples") +
  scale_color_manual(values = hue_pal()(2)[c(2, 1)]) ->
  k_type_distn_plot_sensax
#> `summarise()` has grouped output by 'K_locus'. You can override using the
#> `.groups` argument.

o_type_distn_plot_sensax + k_type_distn_plot_sensax +
  plot_annotation(tag_levels = "A") +
  plot_layout(widths = c(1,1.8), guides = 'collect') &
  theme(legend.position = "bottom") -> o_ktype_distn_plot_sensax


o_ktype_distn_plot_sensax


if (write_figs) {
  ggsave(
    filename = here("figures/kleb-genomics/SUP_F_OK_type_distn_sensax.svg"),
    plot =  o_ktype_distn_plot_sensax,
    width = 10,
    height = 4
  )
  
  ggsave(
    filename = here("figures/kleb-genomics/SUP_F_OK_type_distn_sensax.pdf"),
    plot =  o_ktype_distn_plot_sensax,
    width = 10,
    height = 4
  )
}

Testing independence of distributions of K- and O-types


dassimKleb_globalKleb.metadata %>%
  filter(study %in% c("cornick", "DASSIM","musciha"),
         !is.na(O_locus),
         ESBL == "ESBL") %>% 
  anti_join(
    btESBL_sequence_sample_metadata %>% 
      filter(grepl("Klebsiella", species)) %>% 
      group_by(pid,ST) %>% 
      mutate(n = 1:n()) %>% 
      filter(n > 1),
    by = c("name" = "lane")) %>% 
  filter(!(study == "cornick" & ST == "ST340")) %>%  
  mutate(O_locus = case_when(
    O_locus_confidence %in% 
      c("Good",
        "High",             
        "Very high") ~ O_locus,
    TRUE ~ "Unknown")) %>% 
  mutate(K_locus = case_when(
    K_locus_confidence %in% 
      c("Good",
        "High",             
        "Very high") ~ K_locus,
    TRUE ~ "Unknown")) -> df


row_wise_fisher_test(
  table(df$K_locus, df$`Isolate Type`), 
  simulate.p.value = TRUE, 
  p.adjust.method = "fdr") %>% 
  select(-c(n,p.adj.signif)) -> 
  tab 

tab %>%
  kbl(
    caption = "Benjamini-Hochberg corrected p values testing equal distribution of K-types across invasive and carriage isolates in the sensitivity analysis subpopulation",
    col.names = c(
      "K-type",
      "Uncorrected p-value",
      "Benjamini-Hochberg corrected p-values"
    )
  ) %>%
  kable_classic(full_width = FALSE) %>%
  row_spec(which(tab$p.adj < 0.05), bold = TRUE)
Benjamini-Hochberg corrected p values testing equal distribution of K-types across invasive and carriage isolates in the sensitivity analysis subpopulation
K-type Uncorrected p-value Benjamini-Hochberg corrected p-values
KL10 3.26e-01 0.964000
KL102 4.81e-01 1.000000
KL103 1.00e+00 1.000000
KL105 1.00e+00 1.000000
KL106 1.00e+00 1.000000
KL108 1.00e+00 1.000000
KL109 2.90e-01 0.964000
KL110 3.27e-01 0.964000
KL111 6.78e-02 0.666000
KL112 3.26e-01 0.964000
KL114 1.00e+00 1.000000
KL115 1.00e+00 1.000000
KL12 1.00e+00 1.000000
KL123 1.00e+00 1.000000
KL125 2.90e-01 0.964000
KL13 1.00e+00 1.000000
KL136 1.00e+00 1.000000
KL137 5.59e-01 1.000000
KL14 4.97e-01 1.000000
KL142 2.90e-01 0.964000
KL145 1.00e+00 1.000000
KL149 6.77e-01 1.000000
KL15 1.17e-01 0.819000
KL151 1.00e+00 1.000000
KL155 1.00e+00 1.000000
KL16 2.88e-01 0.964000
KL17 4.82e-01 1.000000
KL18 1.00e+00 1.000000
KL19 1.00e+00 1.000000
KL2 4.05e-01 1.000000
KL20 1.87e-03 0.052400
KL21 1.00e+00 1.000000
KL23 1.86e-01 0.964000
KL24 1.00e+00 1.000000
KL25 3.58e-01 1.000000
KL27 3.26e-01 0.964000
KL3 8.33e-02 0.666000
KL30 7.49e-01 1.000000
KL39 1.00e+00 1.000000
KL43 1.03e-05 0.000577
KL45 8.33e-02 0.666000
KL48 1.00e+00 1.000000
KL51 8.33e-02 0.666000
KL52 1.00e+00 1.000000
KL54 1.00e+00 1.000000
KL55 2.90e-01 0.964000
KL57 7.22e-01 1.000000
KL59 1.00e+00 1.000000
KL62 2.03e-01 0.964000
KL63 1.00e+00 1.000000
KL64 4.97e-01 1.000000
KL67 1.00e+00 1.000000
KL74 1.00e+00 1.000000
KL8 1.00e+00 1.000000
KL9 1.00e+00 1.000000
Unknown 4.86e-02 0.666000

row_wise_fisher_test(
  table(df$O_locus, df$`Isolate Type`), 
  simulate.p.value = TRUE, 
  p.adjust.method = "fdr") %>% 
  select(-c(n,p.adj.signif)) -> 
  tab 

tab %>% 
  kbl(caption = "Benjamini-Hochberg corrected p values testing equal distribution of O-types across invasive and carriage isolates in the sensitivity analysis subpopulation",
        col.names = c(
      "O-type",
      "Uncorrected p-value",
      "Benjamini-Hochberg corrected p-values"
    )) %>% 
  kable_classic(full_width = FALSE) %>% 
  row_spec(which(tab$p.adj < 0.05), bold = TRUE)
Benjamini-Hochberg corrected p values testing equal distribution of O-types across invasive and carriage isolates in the sensitivity analysis subpopulation
O-type Uncorrected p-value Benjamini-Hochberg corrected p-values
O1/O2v1 0.08330 0.2170
O12 0.49700 0.5870
O1v1 0.06190 0.2010
O1v2 0.11200 0.2430
O2v1 0.00809 0.0728
O2v2 1.00000 1.0000
O3b 0.04530 0.1960
O4 0.01120 0.0728
O5 0.72200 0.7820
OL101 0.18600 0.3020
OL103 0.18600 0.3020
OL104 0.49700 0.5870
Unknown 0.48200 0.5870

Virulence determinents in sensitivity analysis subpopulation



  df %>%
  mutate(ESBL = if_else(ESBL == "ESBL", "ESBL", "Not ESBL")) %>%
  select(`Isolate Type`, ESBL, ybt, clb, iuc, iro, rmpA, rmpA2) %>%
  pivot_longer(-c(`Isolate Type`, ESBL)) %>%
  mutate(value = if_else(value == 1, "Present", "Absent")) %>%
  filter(!is.na(value)) %>%
  ggplot(aes(name, fill = value)) + geom_bar(position = "fill") +
  facet_grid( ~ `Isolate Type`) +
  theme_bw() +
  scale_fill_viridis_d() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1),
        legend.title = element_blank()) +
  labs(y = "Proportion", x = "") -> a

dassimKleb_globalKleb.metadata %>%
  filter(location == "Malawi") %>%
  mutate(ESBL = if_else(ESBL == "ESBL", "ESBL", "Not ESBL")) %>%
  select(`Isolate Type`, ESBL, ybt, clb, iuc, iro, rmpA, rmpA2) %>%
  pivot_longer(-c(`Isolate Type`, ESBL)) %>%
  mutate(value = if_else(value == 1, "Present", "Absent")) %>%
  filter(!is.na(value)) %>%
  ggplot(aes(name, fill = value)) + geom_bar(position = "fill") +
  facet_grid( ~ `Isolate Type`) +
  theme_bw() +
  scale_fill_viridis_d() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1),
        legend.title = element_blank()) +
  labs(y = "Proportion", x = "") -> b

dassimKleb_globalKleb.metadata %>%
  filter(location == "Malawi",!is.na(ESBL)) %>%
  mutate(ESBL = if_else(ESBL == "ESBL", "ESBL", "Not ESBL")) %>%
  select(`Isolate Type`, ESBL, ybt, clb, iuc, iro, rmpA, rmpA2) %>%
  pivot_longer(-c(`Isolate Type`, ESBL)) %>%
  mutate(value = if_else(value == 1, "Present", "Absent")) %>%
  filter(!is.na(value)) %>%
  ggplot(aes(name, fill = value)) + geom_bar(position = "fill") +
  facet_grid( ~ ESBL) +
  theme_bw() +
  scale_fill_viridis_d() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1),
        legend.title = element_blank()) +
  labs(y = "Proportion", x = "") -> c

(b  / c / a) + plot_annotation(tag_levels = "A") +
  plot_layout(guides = "collect") -> virulence_sensax_plot

virulence_sensax_plot
Virulence determinents comparing in colonising and invasive isolates (A), ESBL and non ESBL isolates (B), both considering all isolates, and colonising and infecting isolates only in the sensitivity analysis population.

Virulence determinents comparing in colonising and invasive isolates (A), ESBL and non ESBL isolates (B), both considering all isolates, and colonising and infecting isolates only in the sensitivity analysis population.


if (write_figs) {
  ggsave(
    filename = here("figures/kleb-genomics/SUP_F_virulence_sens_ax.pdf"),
    plot =  virulence_sensax_plot,
    width = 5,
    height = 7.5
  )
  
  ggsave(
    filename = here("figures/kleb-genomics/SUP_F_virulence_sens_ax.svg"),
    plot =  o_ktype_distn_plot_sensax,
    width = 5,
    height = 7.5
  )
}

 
bind_rows(
  dassimKleb_globalKleb.metadata %>%
    filter(
      location == "Malawi",
      !is.na(`Isolate Type`)
    ) %>%
    select(`Isolate Type`, ESBL, ybt, clb, iuc, iro, rmpA, rmpA2) %>%
    mutate(ESBL = if_else(ESBL == "ESBL", "ESBL", "Not ESBL")) %>%
    select(`Isolate Type`, ESBL, ybt, clb, iuc, iro, rmpA, rmpA2) %>%
    pivot_longer(-c(`Isolate Type`, ESBL)) %>%
    mutate(value = as.factor(if_else(value == 1, "Present", "Absent"))) %>%
    ungroup() %>%
    group_by(name) %>%
    mutate(p = fisher.test(table(`Isolate Type`, value),
      simulate.p.value = TRUE
    )$p.value) %>%
    summarise(
      population = "all",
      invasive = paste0(
        sum(value == "Present" & `Isolate Type` == "Invasive", na.rm = TRUE),
        "/",
        sum(`Isolate Type` == "Invasive", na.rm = TRUE),
        " (",
        sp_dc(
          100 * sum(value == "Present" & `Isolate Type` == "Invasive", na.rm = TRUE) /
            sum(`Isolate Type` == "Invasive", na.rm = TRUE), 0
        ),
        "%)"
      ),
      colonising = paste0(
        sum(value == "Present" & `Isolate Type` == "Colonising"),
        "/",
        sum(`Isolate Type` == "Colonising"),
        " (",
        sp_dc(
          100 * sum(value == "Present" & `Isolate Type` == "Colonising") /
            sum(`Isolate Type` == "Colonising"), 0
        ),
        "%)"
      ),
      p = unique(p)
    ),
  df %>%
    mutate(ESBL = if_else(ESBL == "ESBL", "ESBL", "Not ESBL")) %>%
    select(`Isolate Type`, ESBL, ybt, clb, iuc, iro, rmpA, rmpA2) %>%
    pivot_longer(-c(`Isolate Type`, ESBL)) %>%
    mutate(value = as.factor(if_else(value == 1, "Present", "Absent"))) %>%
    ungroup() %>%
    group_by(name) %>%
    mutate(p = fisher.test(table(`Isolate Type`, value),
      simulate.p.value = TRUE
    )$p.value) %>%
    summarise(
      population = "sensitivity",
      invasive = paste0(
        sum(value == "Present" & `Isolate Type` == "Invasive"),
        "/",
        sum(`Isolate Type` == "Invasive"),
        " (",
        sp_dc(
          100 * sum(value == "Present" & `Isolate Type` == "Invasive") /
            sum(`Isolate Type` == "Invasive"), 0
        ),
        "%)"
      ),
      colonising = paste0(
        sum(value == "Present" & `Isolate Type` == "Colonising"),
        "/",
        sum(`Isolate Type` == "Colonising"),
        " (",
        sp_dc(
          100 * sum(value == "Present" & `Isolate Type` == "Colonising") /
            sum(`Isolate Type` == "Colonising"), 0
        ),
        "%)"
      ),
      p = unique(p)
    )
) %>%
  select(-population) %>%
  mutate(
    p = sp_dc(p, 3),
    p = if_else(p == "0.000", "<0.001", p)
  ) %>%
  kbl(col.names = c(
    "Virulence gene",
    "Invasive Isolates",
    "Colonising Isolates",
    "p value"
  ),
  caption = "Distribution of virulence determinents stratified by whether sample is invasive or colonising") %>%
  kable_classic(full_width = FALSE) %>%
  pack_rows("All samples", 1, 6) %>%
  pack_rows("Sensitivity analysis population", 7, 12) %>%
  add_header_above(c(" ",
    "Gene present in" = 2,
    " "
  ))
Distribution of virulence determinents stratified by whether sample is invasive or colonising
Gene present in
Virulence gene Invasive Isolates Colonising Isolates p value
All samples
clb 4/139 (3%) 0/214 (0%) 0.023
iro 8/139 (6%) 1/214 (0%) 0.003
iuc 18/139 (13%) 1/214 (0%) <0.001
rmpA 3/139 (2%) 1/214 (0%) 0.304
rmpA2 18/139 (13%) 1/214 (0%) <0.001
ybt 26/139 (19%) 68/214 (32%) 0.007
Sensitivity analysis population
clb 4/78 (5%) 0/191 (0%) 0.007
iro 7/78 (9%) 1/191 (1%) 0.001
iuc 7/78 (9%) 1/191 (1%) 0.001
rmpA 3/78 (4%) 1/191 (1%) 0.075
rmpA2 7/78 (9%) 1/191 (1%) 0.001
ybt 21/78 (27%) 61/191 (32%) 0.467

df %>% 
  select(K_locus, O_locus,ST) %>% 
  mutate(type = "Sensitivity\nAnalysis",
         ST = gsub("STNovel", "Novel", ST)) %>% 
  bind_rows(
      dassimKleb_globalKleb.metadata %>%
    filter(
      location == "Malawi",
      !is.na(`Isolate Type`)
    ) %>% 
       mutate(K_locus = case_when(
        K_locus_confidence %in% 
            c("Good",
              "High",             
              "Very high") ~ K_locus,
        TRUE ~ "Unknown")) %>% 
    mutate(O_locus = case_when(
        O_locus_confidence %in% 
            c("Good",
              "High",             
              "Very high") ~ O_locus,
        TRUE ~ "Unknown")) %>% 
        select(K_locus, O_locus,ST) %>% 
      mutate(type = "All samples")
    ) %>% 
  pivot_longer(-type) %>% 
  filter(!value %in% c("Unknown", "Novel", "STNovel")) %>% 
  mutate(value = fct_infreq(value)) %>% 
  ungroup() %>% 
  count(name,type, value, .drop = FALSE) %>% 
    filter(
      !(name == "K_locus" & !grepl("K", value)),
      !(name == "O_locus" & !grepl("O", value)),
      !(name == "ST" & !grepl("ST", value))) %>% 
  group_by(name,type) %>% 
  mutate(tot = sum(n)) %>% 
  rowwise() %>%
  mutate(
      prop = n / tot,
    lci = binom.test(n, tot)$conf.int[1],
    uci = binom.test(n, tot)$conf.int[2],
    name = gsub("_"," ", name)
    ) %>% 
  ggplot(aes(value, prop,
             color = type,
             ymin = lci,
             ymax = uci)) +
  geom_point(position = position_dodge(width = 0.3)) +
  geom_errorbar(width = 0, position = position_dodge(width = 0.3)) +
  facet_wrap(~ name, scales = "free", ncol = 1) +
  theme_bw() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1, size = 6),
        legend.position = "top") +
  labs(x = "", y = "Number of samples", color = "") -> st_k_o_plot_sensax

st_k_o_plot_sensax
K- and O-tyep and ST distribution comparing all sampes and sensitivity analsyis population

K- and O-tyep and ST distribution comparing all sampes and sensitivity analsyis population



if (write_figs) {
  ggsave(
    filename = here("figures/kleb-genomics/SUP_F_st_k_o_plot_distn_sensax.pdf"),
    plot =  st_k_o_plot_sensax,
    width = 11,
    height = 8
  )
  
  ggsave(
    filename = here("figures/kleb-genomics/SUP_F_st_k_o_plot_distn_sensax.svg"),
    plot =  st_k_o_plot_sensax,
    width = 11,
    height = 8
  )
}

VFDB Analaysis


bind_rows(
  left_join(
    btESBL_kleb_global_metadata %>%
      filter(location == "Malawi") %>%
      select(name, `Isolate Type`),
    btESBL_kleb_malawi_vfdb_output %>%
      filter(
        vf != "VF0560", # capsule
        vf != "VF0561", # O type
        vf != "VF0564", # yersinabactin
        vf != "VF0562", # enterobactin
        vf != "VF0228", # enterobactin
        vf != "VF0564", # enterobactin
        vf != "VF0136", # yresiniabactin
        vf != "VF0565",
        !grepl("rmpA|rmpA2|ybt|iuc|iro|clb", gene)
      ) %>%
      mutate(
        VF_Name = if_else(
          !is.na(VF_FullName), VF_FullName,
          VF_Name
        ),
        VF_Name = case_when(
          VF_Name == "Type I fimbriae" ~ "Type 1 fimbriae",
          TRUE ~ VF_Name
        )
      ) %>%
      select(name, VF_Name) %>%
      unique() %>%
      filter(!is.na(VF_Name)) %>%
      pivot_wider(
        id_cols = name,
        names_from = VF_Name,
        values_from = VF_Name,
        values_fn = length,
        values_fill = 0
      )
  ) %>%
    mutate(across(is.numeric, ~ if_else(is.na(.x),
      as.integer(0),
      .x
    ))) %>%
    pivot_longer(-c(name, `Isolate Type`), names_to = "gene") %>%
    group_by(gene) %>%
    mutate(p = fisher.test(`Isolate Type`, value)$p.value) %>%
    summarise(
      total = paste0(
        sum(value),
        "/",
        length(value),
        " (",
        sp_dc(100 * sum(value) / length(value), 0),
        "%)"
      ),
      sorter = sum(value),
      invasive = paste0(
        sum(value == 1 & `Isolate Type` == "Infection"),
        "/",
        sum(`Isolate Type` == "Infection"),
        " (",
        sp_dc(100 *
          sum(value == 1 & `Isolate Type` == "Infection") /
          sum(`Isolate Type` == "Infection"), 0),
        "%)"
      ),
      carriage = paste0(
        sum(value == 1 & `Isolate Type` == "Carriage"),
        "/",
        sum(`Isolate Type` == "Carriage"),
        " (",
        sp_dc(100 *
          sum(value == 1 & `Isolate Type` == "Carriage") /
          sum(`Isolate Type` == "Carriage"), 0),
        "%)"
      ),
      p = unique(p)
    ) %>%
    arrange(-sorter) %>%
    select(-sorter) %>%
    left_join(
      btESBL_kleb_malawi_vfdb_output %>% mutate(VF_Name = if_else(
        !is.na(VF_FullName), VF_FullName,
        VF_Name
      )) %>% group_by(VF_Name) %>%
        summarise(genes = paste(sort(unique(gene)), collapse = ", ")),
      by = c("gene" = "VF_Name")
    ) %>%
    transmute(
      "Virulence Factor" = gene,
      Genes = genes,
      "All isolates" = total,
      "Invasive isolates" = invasive,
      "Colonising Isolates" = carriage,
      "p-value" = p,
      type = "all"
    ),
  left_join(
    btESBL_kleb_global_metadata %>%
      filter(
        study %in% c("cornick", "DASSIM", "musciha"),
        !is.na(O_locus),
        ESBL == "ESBL"
      ) %>%
      anti_join(
        btESBL_sequence_sample_metadata %>%
          filter(grepl("Klebsiella", species)) %>%
          group_by(pid, ST) %>%
          mutate(n = 1:n()) %>%
          filter(n > 1),
        by = c("name" = "lane")
      ) %>%
      filter(!(study == "cornick" & ST == "ST340")) %>%
      mutate(O_locus = case_when(
        O_locus_confidence %in%
          c(
            "Good",
            "High",
            "Very high"
          ) ~ O_locus,
        TRUE ~ "Unknown"
      )) %>%
      mutate(K_locus = case_when(
        K_locus_confidence %in%
          c(
            "Good",
            "High",
            "Very high"
          ) ~ K_locus,
        TRUE ~ "Unknown"
      )) %>%
      filter(location == "Malawi") %>%
      select(name, `Isolate Type`),
    btESBL_kleb_malawi_vfdb_output %>%
      filter(
        vf != "VF0560", # capsule
        vf != "VF0561", # O type
        vf != "VF0564", # yersinabactin
        vf != "VF0562", # enterobactin
        vf != "VF0228", # enterobactin
        vf != "VF0564", # enterobactin
        vf != "VF0136", # yresiniabactin
        vf != "VF0565",
        !grepl("rmpA|rmpA2|ybt|iuc|iro|clb", gene)
      ) %>%
      mutate(
        VF_Name = if_else(
          !is.na(VF_FullName), VF_FullName,
          VF_Name
        ),
        VF_Name = case_when(
          VF_Name == "Type I fimbriae" ~ "Type 1 fimbriae",
          TRUE ~ VF_Name
        )
      ) %>%
      select(name, VF_Name) %>%
      unique() %>%
      filter(!is.na(VF_Name)) %>%
      pivot_wider(
        id_cols = name,
        names_from = VF_Name,
        values_from = VF_Name,
        values_fn = length,
        values_fill = 0
      )
  ) %>%
    mutate(across(is.numeric, ~ if_else(is.na(.x),
      as.integer(0),
      .x
    ))) %>%
    pivot_longer(-c(name, `Isolate Type`), names_to = "gene") %>%
    group_by(gene) %>%
    mutate(
      value2 = as.factor(value),
      p = fisher.test(`Isolate Type`, value2)$p.value
    ) %>%
    summarise(
      total = paste0(
        sum(value),
        "/",
        length(value),
        " (",
        sp_dc(100 * sum(value) / length(value), 0),
        "%)"
      ),
      sorter = sum(value),
      invasive = paste0(
        sum(value == 1 & `Isolate Type` == "Infection"),
        "/",
        sum(`Isolate Type` == "Infection"),
        " (",
        sp_dc(100 *
          sum(value == 1 & `Isolate Type` == "Infection") /
          sum(`Isolate Type` == "Infection"), 0),
        "%)"
      ),
      carriage = paste0(
        sum(value == 1 & `Isolate Type` == "Carriage"),
        "/",
        sum(`Isolate Type` == "Carriage"),
        " (",
        sp_dc(100 *
          sum(value == 1 & `Isolate Type` == "Carriage") /
          sum(`Isolate Type` == "Carriage"), 0),
        "%)"
      ),
      p = unique(p)
    ) %>%
    arrange(-sorter) %>%
    select(-sorter) %>%
    left_join(
      btESBL_kleb_malawi_vfdb_output %>% mutate(VF_Name = if_else(
        !is.na(VF_FullName), VF_FullName,
        VF_Name
      )) %>% group_by(VF_Name) %>%
        summarise(genes = paste(sort(unique(gene)), collapse = ", ")),
      by = c("gene" = "VF_Name")
    ) %>%
    transmute(
      "Virulence Factor" = gene,
      Genes = genes,
      "All isolates" = total,
      "Invasive isolates" = invasive,
      "Colonising Isolates" = carriage,
      "p-value" = p,
      type = "sens"
    )
) %>%
  mutate(
    `p-value` = sp_dc(`p-value`, 3),
    `p-value` = if_else(`p-value` == "0.000", "<0.001", `p-value`),
    Genes = gsub("VFG048736", "tle1", Genes),
    Genes = gsub("_(?![0-9])", "\\/", Genes, perl = TRUE),
    `Virulence Factor` = gsub(
      "K1 capsule", "E. coli K1 capsule",
      `Virulence Factor`
    )
  ) %>%
  as.data.frame() %>%
  select(-type) %>%
  kbl() %>%
  kable_classic(full_width = FALSE) %>%
  pack_rows("All samples", 1, 17) %>%
  pack_rows("Sensitivity analysis population", 18, 34)
#> Joining with `by = join_by(name)`
#> Warning: There was 1 warning in `mutate()`.
#>  In argument: `across(is.numeric, ~if_else(is.na(.x), as.integer(0), .x))`.
#> Caused by warning:
#> ! Use of bare predicate functions was deprecated in tidyselect 1.1.0.
#>  Please use wrap predicates in `where()` instead.
#>   # Was:
#>   data %>% select(is.numeric)
#> 
#>   # Now:
#>   data %>% select(where(is.numeric))
#> Joining with `by = join_by(name)`
Virulence Factor Genes All isolates Invasive isolates Colonising Isolates p-value
All samples
AcrAB acrA, acrB 350/353 (99%) 136/139 (98%) 214/214 (100%) 0.060
Regulation of capsule synthesis rcsA, rcsB 350/353 (99%) 136/139 (98%) 214/214 (100%) 0.060
Type 1 fimbriae fimA, fimB, fimC, fimE, fimH, fimI 348/353 (99%) 137/139 (99%) 211/214 (99%) 1.000
Type 3 fimbriae mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ 347/353 (98%) 135/139 (97%) 212/214 (99%) 0.217
T6SS clpV/tssH, dotU/tssL, hcp/tssD, icmF/tssM, impA/tssA, KPHS_23120, sciN/tssJ, tli1, tssF, tssG, vasE/tssK, tle1, vgrG/tssI, vipA/tssB, vipB/tssC 338/353 (96%) 134/139 (96%) 204/214 (95%) 0.789
E. coli common pilus yagW/ecpD, yagY/ecpB, yagZ/ecpA, ykgK/ecpR 32/353 (9%) 2/139 (1%) 30/214 (14%) <0.001
Allantion utilization allA, allB, allC, allD, allR, allS 12/353 (3%) 4/139 (3%) 8/214 (4%) 0.770
E. coli K1 capsule kpsD, kpsE, kpsF 2/353 (1%) 2/139 (1%) 0/214 (0%) 0.154
P fimbriae papI 2/353 (1%) 2/139 (1%) 0/214 (0%) 0.154
Afa/Dr family afaE-I 1/353 (0%) 1/139 (1%) 0/214 (0%) 0.394
Dr adhesins draP 1/353 (0%) 1/139 (1%) 0/214 (0%) 0.394
E. coli heme uptake chuA, chuS, chuT, chuU, chuV, chuW, chuX, chuY 1/353 (0%) 1/139 (1%) 0/214 (0%) 0.394
Flagella fliJ 1/353 (0%) 1/139 (1%) 0/214 (0%) 0.394
Invasion of brain endothelial cells ibeA 1/353 (0%) 1/139 (1%) 0/214 (0%) 0.394
Secreted autotransporter toxin sat 1/353 (0%) 1/139 (1%) 0/214 (0%) 0.394
Shigella enterotoxin 2 senB 1/353 (0%) 1/139 (1%) 0/214 (0%) 0.394
Type II secretion system gspD, gspK 1/353 (0%) 1/139 (1%) 0/214 (0%) 0.394
Sensitivity analysis population
AcrAB acrA, acrB 269/269 (100%) 78/78 (100%) 191/191 (100%) 1.000
Regulation of capsule synthesis rcsA, rcsB 269/269 (100%) 78/78 (100%) 191/191 (100%) 1.000
Type 1 fimbriae fimA, fimB, fimC, fimE, fimH, fimI 266/269 (99%) 78/78 (100%) 188/191 (98%) 0.559
Type 3 fimbriae mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ 266/269 (99%) 77/78 (99%) 189/191 (99%) 1.000
T6SS clpV/tssH, dotU/tssL, hcp/tssD, icmF/tssM, impA/tssA, KPHS_23120, sciN/tssJ, tli1, tssF, tssG, vasE/tssK, tle1, vgrG/tssI, vipA/tssB, vipB/tssC 258/269 (96%) 76/78 (97%) 182/191 (95%) 0.519
E. coli common pilus yagW/ecpD, yagY/ecpB, yagZ/ecpA, ykgK/ecpR 27/269 (10%) 2/78 (3%) 25/191 (13%) 0.007
Allantion utilization allA, allB, allC, allD, allR, allS 11/269 (4%) 3/78 (4%) 8/191 (4%) 1.000
Afa/Dr family afaE-I 1/269 (0%) 1/78 (1%) 0/191 (0%) 0.290
Dr adhesins draP 1/269 (0%) 1/78 (1%) 0/191 (0%) 0.290
E. coli heme uptake chuA, chuS, chuT, chuU, chuV, chuW, chuX, chuY 1/269 (0%) 1/78 (1%) 0/191 (0%) 0.290
Invasion of brain endothelial cells ibeA 1/269 (0%) 1/78 (1%) 0/191 (0%) 0.290
E. coli K1 capsule kpsD, kpsE, kpsF 1/269 (0%) 1/78 (1%) 0/191 (0%) 0.290
P fimbriae papI 1/269 (0%) 1/78 (1%) 0/191 (0%) 0.290
Secreted autotransporter toxin sat 1/269 (0%) 1/78 (1%) 0/191 (0%) 0.290
Shigella enterotoxin 2 senB 1/269 (0%) 1/78 (1%) 0/191 (0%) 0.290
Type II secretion system gspD, gspK 1/269 (0%) 1/78 (1%) 0/191 (0%) 0.290
Flagella fliJ 0/269 (0%) 0/78 (0%) 0/191 (0%) 1.000

left_join(
  btESBL_kleb_global_metadata %>%
    filter(location == "Malawi") %>%
    select(name, `Isolate Type`, ESBL),
  btESBL_kleb_malawi_vfdb_output %>%
    filter(
      vf != "VF0560", # capsule
      vf != "VF0561", # O type
      vf != "VF0564", # yersinabactin
      vf != "VF0562", # enterobactin
      vf != "VF0228", # enterobactin
      vf != "VF0564", # enterobactin
      vf != "VF0136", # yresiniabactin
      vf != "VF0565",
      !grepl("rmpA|rmpA2|ybt|iuc|iro|clb", gene)
    ) %>%
    select(name, VF_Name) %>%
    unique() %>%
    filter(!is.na(VF_Name)) %>%
    group_by(VF_Name) %>%
    mutate(n = n()) %>%
    filter(n > 5) %>%
    select(-n) %>%
    pivot_wider(
      id_cols = name,
      names_from = VF_Name,
      values_from = VF_Name,
      values_fn = length,
      values_fill = 0
    )
) %>%
  mutate(across(is.numeric, ~ case_when(
    .x == 0 ~ NA_character_,
    .x == 1 ~ "Present",
    TRUE ~ NA_character_
  ))) %>%
  mutate(
    `Isolate Type` =
      case_when(
        `Isolate Type` == "Infection" ~ "Invasive",
        `Isolate Type` == "Carriage" ~ "Colonising",
        TRUE ~ NA_character_
      ),
    ESBL = if_else(ESBL == 0,
      NA_character_,
      ESBL
    )
  ) %>%
  relocate(matches("ECP|Allanti")) %>%
  as.data.frame() -> vfdb_onehot
#> Joining with `by = join_by(name)`

rownames(vfdb_onehot) <- vfdb_onehot$name

(
(ggtree(
  tree_subset(
    btESBL_kleb_malawi_allisolate_core_gene_tree,
    372,
    levels_back = 0
  )
) %>%
  gheatmap(
    select(vfdb_onehot, c(`Isolate Type`)),
    width = 0.03,
    color = NA,
    font.size = 4,
    colnames_angle = 90,
    colnames_position = "top",
    colnames_offset_y = 5,
    hjust = 0,
    offset = 0.0002
  ) +
  scale_fill_manual(
    values =
      c(
        "Invasive" = brewer_pal(palette = "Set3")(6)[4],
        "Colonising" = brewer_pal(palette = "Set3")(6)[5]
      ),
    na.translate = FALSE,
    name = "Isolate\nType",
    guide = guide_legend(order = 2)
  ) +
  new_scale_fill()
  ) %>% gheatmap(
    select(vfdb_onehot, ESBL)  %>%
      mutate(ESBL = if_else(ESBL == "ESBL", "Present", NA_character_)),
    width = 0.03,
    color = NA,
    font.size = 4,
    colnames_angle = 90,
    colnames_position = "top",
    colnames_offset_y = 5,
    hjust = 0,
    offset = 0
  )  +
    scale_fill_manual(
      values =
        c("Present" = brewer_pal(palette = "Set3")(6)[6]),
      na.translate = FALSE,
      name = "ESBL",
      guide = guide_legend(order = 1)
    ) +
    new_scale_fill()
) %>% 
  gheatmap(
    select(vfdb_onehot, -c(name, `Isolate Type`, ESBL)),
      colnames_position = "top",
    colnames_angle = 90,
    offset = 0.0004,
    colnames_offset_y = 5,
    hjust = 0,
    width = 0.21,
    color = "lightgrey"
  ) +
   scale_fill_manual(values = c("Present" = "grey30"),
                     na.translate = FALSE,
                    name = "Virulence\nLocus") +
  ylim(NA, 370) ->
  vfdb_malawi_tree_plot
#> Scale for fill is already present.
#> Adding another scale for fill, which will replace the existing scale.
#> Scale for fill is already present.
#> Adding another scale for fill, which will replace the existing scale.
#> Scale for fill is already present.
#> Adding another scale for fill, which will replace the existing scale.
#> Scale for y is already present.
#> Adding another scale for y, which will replace the existing scale.

vfdb_malawi_tree_plot
Midpoint rooted core gene maximum likelihood phylogenetic tree of Malawian isolates, showing VFDB virulence determinants.

Midpoint rooted core gene maximum likelihood phylogenetic tree of Malawian isolates, showing VFDB virulence determinants.


if (write_figs) {
  ggsave(
    filename = here("figures/kleb-genomics/SUP_F_VFDB_malawitree.pdf"),
    plot = vfdb_malawi_tree_plot,
    width = 8,
    height = 10
  )
  ggsave(
    filename = here("figures/kleb-genomics/SUP_F_VFDB_malawitree.svg"),
    plot = malawi_tree_plot_final,
    width = 8,
    height = 10
  )
}

Odds and ends to calculate for manuscript

length(unique(dassimKleb_BTKleb.diversity$ST))
#> [1] 62

dassimKleb_BTKleb.diversity %>%
  group_by(ST) %>%
  summarise(n = n()) %>%
  ungroup() %>%
  summarise(
    median = median(n),
    lqi = quantile(n, 0.25),
    uqi = quantile(n, 0.75),
    n_singletons = sum(n == 1)
  )
#> # A tibble: 1 × 4
#>   median   lqi   uqi n_singletons
#>    <dbl> <dbl> <dbl>        <int>
#> 1      2     1     4           26

length(unique(dassimKleb_BTKleb.diversity$K_locus))
#> [1] 49

dassimKleb_BTKleb.diversity %>% 
  group_by(K_locus) %>% 
  summarise(n = length(unique(ST))) %>% 
  ungroup() %>% 
  summarise(median = median(n),
            lqi = quantile(n, 0.25),
            uqi = quantile(n, 0.75))
#> # A tibble: 1 × 3
#>   median   lqi   uqi
#>    <int> <dbl> <dbl>
#> 1      1     1     2

length(unique(dassimKleb_BTKleb.diversity$O_locus))
#> [1] 12

dassimKleb_BTKleb.diversity %>% 
   mutate(O_locus = case_when(
    O_locus_confidence %in% 
           c("Good",
             "High",             
             "Very high") ~ O_locus,
    TRUE ~ "Unknown")) %>% 
  mutate(O_locus = 
           case_when(
             grepl("O1", O_locus) ~ "O1",
             grepl("O2", O_locus) ~ "O2",
             TRUE ~ O_locus)
  ) %>% 
  filter(O_locus != "Unknown") %>% 
  group_by(O_locus) %>% 
  summarise(n = length(unique(ST))) %>% 
  ungroup() %>% 
  summarise(median = median(n),
            lqi = quantile(n, 0.25),
            uqi = quantile(n, 0.75))
#> # A tibble: 1 × 3
#>   median   lqi   uqi
#>    <dbl> <dbl> <dbl>
#> 1      6   2.5  11.8


dassimKleb_BTKleb.amr %>% 
  filter(!gene %in% c("OqxA", "OqxB", "AmpH")) %>% 
  group_by(lane, class) %>%
  ungroup() %>%  
  select(lane, class) %>% 
  unique() %>% 
  filter(!is.na(class)) %>% 
  group_by(class) %>% 
  summarise(n = n(), prop = n /203) %>% 
  as.data.frame()
#>              class   n        prop
#> 1   Aminoglycoside 198 0.975369458
#> 2  Chloramphenicol 140 0.689655172
#> 3             ESBL 200 0.985221675
#> 4       Fosfomycin   1 0.004926108
#> 5        Macrolide  34 0.167487685
#> 6    Penicillinase 200 0.985221675
#> 7        Quinolone  76 0.374384236
#> 8       Rifampicin  52 0.256157635
#> 9     Sulphonamide 201 0.990147783
#> 10    Tetracycline 120 0.591133005
#> 11    Trimethoprim 198 0.975369458


btESBL_qrdr_mutations %>% 
    filter(genus == "K. pneumoniae complex") %>% 
    select(-genus) %>% 
    semi_join(
        btESBL_CARD_qrdr_mutations, 
        by = c("variant" = "variant",
               "gene" =  "gene")) %>% 
       unique() %>% count(gene,variant)
#> # A tibble: 2 × 3
#>   gene  variant     n
#>   <chr> <chr>   <int>
#> 1 gyrA  S83F       10
#> 2 parC  S80I        1

dassimKleb_globalKleb.metadata %>%
    filter(location == "Malawi") %>%
    mutate(ESBL = if_else(ESBL == "ESBL", "ESBL", "Not ESBL")) %>%
    select(ybt, clb, iuc, iro, rmpA, rmpA2) %>%
    summarise(across(everything(), ~ sum(as.numeric(.x), na.rm = TRUE)))
#>   ybt clb iuc iro rmpA rmpA2
#> 1  94   4  19   9    4    19

# virulence by carriage vs infection

dassimKleb_globalKleb.metadata %>%
  filter(location == "Malawi") %>%
  mutate(ESBL = if_else(ESBL == "ESBL", "ESBL", "Not ESBL")) %>%
  select(`Isolate Type`, ybt, clb, iuc, iro, rmpA, rmpA2) %>%
  group_by(`Isolate Type`) %>%  
  summarise(across(everything(), ~ sum(as.numeric(.x), na.rm = TRUE)))
#> # A tibble: 2 × 7
#>   `Isolate Type`   ybt   clb   iuc   iro  rmpA rmpA2
#>   <chr>          <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
#> 1 Colonising        68     0     1     1     1     1
#> 2 Invasive          26     4    18     8     3    18

dassimKleb_globalKleb.metadata %>%
  filter(location == "Malawi") %>%
  group_by(`Isolate Type`) %>% 
  tally()
#> # A tibble: 2 × 2
#>   `Isolate Type`     n
#>   <chr>          <int>
#> 1 Colonising       214
#> 2 Invasive         139

dassimKleb_globalKleb.metadata %>%
  filter(location == "Malawi") %>%
  group_by(ESBL) %>% 
  tally()
#> # A tibble: 2 × 2
#>   ESBL      n
#>   <chr> <int>
#> 1 0        47
#> 2 ESBL    306

dassimKleb_globalKleb.metadata %>%
  filter(location == "Malawi") %>%
  mutate(ESBL = if_else(ESBL == "ESBL", "ESBL", "Not ESBL")) %>%
  select(ESBL, ybt, clb, iuc, iro, rmpA, rmpA2) %>%
  group_by(ESBL) %>%  
  summarise(across(everything(), ~ sum(as.numeric(.x), na.rm = TRUE)))
#> # A tibble: 2 × 7
#>   ESBL       ybt   clb   iuc   iro  rmpA rmpA2
#>   <chr>    <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
#> 1 ESBL        89     4     8     8     4     8
#> 2 Not ESBL     5     0    11     1     0    11

dassimKleb_globalKleb.metadata %>% 
  filter(ST %in% c("ST218", "ST268"))
#>                    name ESBL Sample accession Lane accession   study
#> 16228_1_61   16228_1_61    0        ERS669098      ERR972007 musciha
#> 16228_1_64   16228_1_64 ESBL        ERS669104      ERR972010 musciha
#> 16228_1_77   16228_1_77 ESBL        ERS669129      ERR972023 musciha
#> 16228_1_83   16228_1_83 ESBL        ERS669139      ERR972029 musciha
#> 22036_8_82   22036_8_82 ESBL       ERS1545129     ERR2397672 cornick
#> 22072_1_143 22072_1_143 ESBL       ERS1531011     ERR2497284 cornick
#> 22072_1_151 22072_1_151 ESBL       ERS1531021     ERR2497292 cornick
#> 22072_1_163 22072_1_163 ESBL       ERS1531039     ERR2497304 cornick
#> 22072_1_241 22072_1_241 ESBL       ERS1531130     ERR2497382 cornick
#>             Sample Source Isolate Type Year location    ST    YbST   CbST  AbST
#> 16228_1_61          Human     Invasive 1999   Malawi ST218       0      0     1
#> 16228_1_64          Human     Invasive 2004   Malawi ST268 234-3LV 13-1LV 1-1LV
#> 16228_1_77          Human     Invasive 2006   Malawi ST268 234-3LV 13-1LV 1-1LV
#> 16228_1_83          Human     Invasive 2010   Malawi ST218       0      0 1-1LV
#> 22036_8_82          Human     Invasive   NA   Malawi ST218       0      0 1-1LV
#> 22072_1_143         Human     Invasive   NA   Malawi ST268 234-3LV 13-1LV 1-1LV
#> 22072_1_151         Human     Invasive   NA   Malawi ST268 234-3LV 13-1LV 1-1LV
#> 22072_1_163         Human     Invasive   NA   Malawi ST268 120-6LV      0     0
#> 22072_1_241         Human     Invasive   NA   Malawi ST218       0      0 1-1LV
#>              SmST rmpA rmpA2 O_locus K_locus K_locus_confidence
#> 16228_1_61      1    0     1    O2v2    KL57          Very high
#> 16228_1_64  1-1LV    0     1    O2v1    KL20          Very high
#> 16228_1_77      1    0     1    O2v1    KL20          Very high
#> 16228_1_83  1-1LV    0     1    O2v2    KL57          Very high
#> 22036_8_82  1-1LV    1     1    O2v2    KL57          Very high
#> 22072_1_143     1    0     1    O2v1    KL20          Very high
#> 22072_1_151     1    1     1    O2v1    KL20          Very high
#> 22072_1_163     0    0     0    O2v1    KL20          Very high
#> 22072_1_241 1-1LV    1     1    O2v2    KL57               High
#>             O_locus_confidence ybt clb iuc iro year_dassim Malawi
#> 16228_1_61           Very high   0   0   1   1          NA      1
#> 16228_1_64           Very high   1   1   1   1          NA      1
#> 16228_1_77           Very high   1   1   1   1          NA      1
#> 16228_1_83           Very high   0   0   1   1          NA      1
#> 22036_8_82           Very high   0   0   1   1          NA      1
#> 22072_1_143          Very high   1   1   1   1          NA      1
#> 22072_1_151          Very high   1   1   1   1          NA      1
#> 22072_1_163          Very high   1   0   0   0          NA      1
#> 22072_1_241          Very high   0   0   1   1          NA      1

dassimKleb_globalKleb.metadata %>% 
  filter(location == "Malawi") %>%  
  mutate(vir = clb == 1 |
           iuc == 1 | iro == 1 | rmpA == 1 | rmpA2 == 1) %>%  
              filter(ESBL == "ESBL" & vir == TRUE)
#>                    name ESBL Sample accession Lane accession   study
#> 16228_1_64   16228_1_64 ESBL        ERS669104      ERR972010 musciha
#> 16228_1_77   16228_1_77 ESBL        ERS669129      ERR972023 musciha
#> 16228_1_83   16228_1_83 ESBL        ERS669139      ERR972029 musciha
#> 22036_8_82   22036_8_82 ESBL       ERS1545129     ERR2397672 cornick
#> 22072_1_143 22072_1_143 ESBL       ERS1531011     ERR2497284 cornick
#> 22072_1_151 22072_1_151 ESBL       ERS1531021     ERR2497292 cornick
#> 22072_1_241 22072_1_241 ESBL       ERS1531130     ERR2497382 cornick
#> 34154_7_87   34154_7_87 ESBL   DASSIM38743801     ERR6057939  DASSIM
#>             Sample Source Isolate Type Year location    ST    YbST   CbST  AbST
#> 16228_1_64          Human     Invasive 2004   Malawi ST268 234-3LV 13-1LV 1-1LV
#> 16228_1_77          Human     Invasive 2006   Malawi ST268 234-3LV 13-1LV 1-1LV
#> 16228_1_83          Human     Invasive 2010   Malawi ST218       0      0 1-1LV
#> 22036_8_82          Human     Invasive   NA   Malawi ST218       0      0 1-1LV
#> 22072_1_143         Human     Invasive   NA   Malawi ST268 234-3LV 13-1LV 1-1LV
#> 22072_1_151         Human     Invasive   NA   Malawi ST268 234-3LV 13-1LV 1-1LV
#> 22072_1_241         Human     Invasive   NA   Malawi ST218       0      0 1-1LV
#> 34154_7_87          Human   Colonising 2018   Malawi  ST25       0      0     1
#>              SmST rmpA rmpA2 O_locus K_locus K_locus_confidence
#> 16228_1_64  1-1LV    0     1    O2v1    KL20          Very high
#> 16228_1_77      1    0     1    O2v1    KL20          Very high
#> 16228_1_83  1-1LV    0     1    O2v2    KL57          Very high
#> 22036_8_82  1-1LV    1     1    O2v2    KL57          Very high
#> 22072_1_143     1    0     1    O2v1    KL20          Very high
#> 22072_1_151     1    1     1    O2v1    KL20          Very high
#> 22072_1_241 1-1LV    1     1    O2v2    KL57               High
#> 34154_7_87      1    1     1    O1v2     KL2          Very high
#>             O_locus_confidence ybt clb iuc iro year_dassim Malawi  vir
#> 16228_1_64           Very high   1   1   1   1          NA      1 TRUE
#> 16228_1_77           Very high   1   1   1   1          NA      1 TRUE
#> 16228_1_83           Very high   0   0   1   1          NA      1 TRUE
#> 22036_8_82           Very high   0   0   1   1          NA      1 TRUE
#> 22072_1_143          Very high   1   1   1   1          NA      1 TRUE
#> 22072_1_151          Very high   1   1   1   1          NA      1 TRUE
#> 22072_1_241          Very high   0   0   1   1          NA      1 TRUE
#> 34154_7_87           Very high   0   0   1   1        2018      1 TRUE

# simpsons diversity

dassimKleb_BTKleb.diversity %>% 
    mutate(K_locus = case_when(
        K_locus_confidence %in% 
            c("Good",
              "High",             
              "Very high") ~ K_locus,
        TRUE ~ NA_character_)) %>% 
    mutate(O_locus = case_when(
        O_locus_confidence %in% 
            c("Good",
              "High",             
              "Very high") ~ O_locus,
        TRUE ~ NA_character_)) -> df

Metadata table

# load accessions and assembly stats

btESBL_kleb_global_metadata %>%
  transmute(
    name,
    Sample_accession = `Sample accession`,
    Run_accession = `Lane accession`,
    Year = if_else(is.na(Year), "Unknown", as.character(Year)),
    Study = case_when(
      study == "kenya" ~ "Henson et al",
      study == "musciha" ~ "Musicha et al",
      study == "global" ~ "Holt et al",
      study == "DASSIM" ~ "This study",
      study == "cornick" ~ "Cornick et al"
    ),
    Sample_source = `Sample Source`,
    Isolate_type = case_when(
      `Isolate Type` == "Infection" ~ "Invasive",
      `Isolate Type` == "Carriage" ~ "Colonising",
      TRUE ~ "Unknown"
    ),
    ST = ST,
    O_locus = O_locus,
    O_locus_confidence = O_locus_confidence,
    K_locus = K_locus,
    K_locus_confidence = K_locus_confidence,
    ybt = ybt,
    clb = clb,
    iuc = iuc,
    iro = iro,
    rmpA = rmpA,
    rmpA2 = rmpA2,
    ESBL = if_else(ESBL == "ESBL", 1, 0)
  ) %>%
  mutate(across(
    matches("O_locus|K_locus|ST|ybt|clb|iuc|iro|rmpA"),
    ~ if_else(is.na(.x), "-", as.character(.x))
  )) %>%
  mutate(Study = factor(
    Study,
    c(
      "This study",
      "Cornick et al",
      "Musicha et al",
      "Henson et al",
      "Holt et al"
    )
  )) %>%
  arrange(Study) %>%
  left_join(
    btESBL_kleb_malawi_vfdb_output %>% group_by(name) %>% summarise(vfdb_genes = paste(sort(unique(gene)), collapse = ", ")),
    by = "name"
  ) %>%
  left_join(
    btESBL_amrgenes %>% group_by(lane) %>% summarise(amr_genes = paste(sort(unique(ref_seq)), collapse = ", ")),
    by = c("name" = "lane")
  ) -> metadata_table

metadata_table %>% 
  kbl(caption = "Accession numbers and metadata for included samples") %>% 
  kable_classic(full_width = FALSE)
Accession numbers and metadata for included samples
name Sample_accession Run_accession Year Study Sample_source Isolate_type ST O_locus O_locus_confidence K_locus K_locus_confidence ybt clb iuc iro rmpA rmpA2 ESBL vfdb_genes amr_genes
34154_7_10 DASSIM38743590 ERR6057881 2017 This study Human Colonising ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, AadA1_pm, AadA2, AmpH, Aph3, Arr2, CatA2, CmlA5, CTX_M_15, DfrA14, MphA, OqxA, OqxB, OXA_10, SHV_11, SulI, SulII, TEM_1
34154_7_100 DASSIM38743612 ERR6057949 2017 This study Human Colonising ST45 O2v1 Very high KL24 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac6Ib_cr, AadA1_pm, AmpH, Arr2, CatA2, CatB4, CmlA5, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, OXA_10, SHV_27, StrA, StrB, SulII, TEM_1
34154_7_102 DASSIM38743613 ERR6057950 2017 This study Human Colonising ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, AadA1_pm, AadA2, AmpH, Aph3, Arr2, CatA2, CmlA5, CTX_M_15, DfrA14, MphA, OqxA, OqxB, OXA_10, SHV_11, SulI, SulII, TEM_1
34154_7_103 DASSIM38743805 ERR6057951 2018 This study Human Colonising ST101 O1v1 Very high KL17 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA AmpH, CTX_M_15, DfrA14, OqxA, OqxB, Qnr_S1, SHV_28, StrA, StrB, SulII, TEM_1, TetA
34154_7_104 DASSIM38743709 ERR6057952 2017 This study Human Colonising ST152 O4 Very high KL149 Very high 0 0 0 0 0 0 1 acrA, acrB, cpsACP, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, ybdA Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA1, CatB4, CTX_M_15, DfrA27, OqxA, OqxB, OXA_1, SHV_1, StrA, StrB, SulI, SulII, TEM_1
34154_7_105 DASSIM38743710 ERR6057953 2017 This study Human Colonising ST34 O2v2 Very high KL23 Good 0 0 0 0 0 0 1 acrA, acrB, cpsACP, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, galF, glf, gnd, iroE, kfoC, rcsA, rcsB, ugd, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IId, AmpH, CatA2, CTX_M_15, DfrA30, OqxA, OqxB, SHV_26, SulII, TEM_1
34154_7_106 DASSIM38743806 ERR6057954 2018 This study Human Colonising ST14 O1v1 Very high KL2 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA1_pm, AmpH, Arr2, CatA2, CatB4, CmlA5, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, OXA_10, SHV_28, StrA, StrB, SulII, TEM_1
34154_7_108 DASSIM38743614 ERR6057955 2017 This study Human Colonising ST607 O1v1 Very high KL25 High 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA2, CTX_M_15, DfrA27, OqxA, OqxB, SHV_65, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_11 DASSIM38743782 ERR6057882 2018 This study Human Colonising ST35 O1v1 Very high KL16 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IId, AmpH, CatA2, CTX_M_15, DfrA30, OqxA, OqxB, SHV_33, SulII, TEM_1
34154_7_110 DASSIM38743615 ERR6057956 2017 This study Human Colonising ST736 O5 High KL115 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fimA, fimC, fimG, fimH, galF, gnd, hcp_tssD, KPHS_23120, manC, mrkA, mrkB, mrkC, mrkD, mrkH, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, ybdA Aac3_IIa, AadA1, AmpH, Arr2, CatA2, CmlA5, CTX_M_15, DfrA1, DfrA14, OKP_B_4, OqxA, OqxB, OXA_10, SulI, SulII
34154_7_112 DASSIM38743807 ERR6057958 2018 This study Human Colonising ST1427 OL101 Good KL67 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_89, StrA, StrB, SulII, TEM_1, TetA
34154_7_116 DASSIM38743616 ERR6057961 2017 This study Human Colonising ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, AmpH, CTX_M_15, DfrA14, OqxA, OqxB, SHV_11, StrA, StrB, SulII, TEM_1, TetD
34154_7_118 DASSIM38743617 ERR6057962 2017 This study Human Colonising ST14 O1v1 Very high KL2 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA Aac3_IId, AmpH, CatA2, CTX_M_15, DfrA30, OqxA, OqxB, SHV_28, SulII, TEM_1
34154_7_119 DASSIM38743713 ERR6057963 2017 This study Human Colonising ST54 O3b Good KL14 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA Aac3_IId, AmpH, CatA1, CTX_M_15, DfrA30, OqxA, OqxB, SHV_80, SulII, TEM_1, TetD
34154_7_12 DASSIM38743686 ERR6057883 2017 This study Human Colonising ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, AadA1_pm, AadA2, AmpH, Aph3, Arr2, CatA2, CmlA5, CTX_M_15, DfrA14, MphA, OqxA, OqxB, OXA_10, SHV_11, SulI, SulII, TEM_1
34154_7_122 DASSIM38743618 ERR6057965 2017 This study Human Colonising ST219 O1v1 Very high KL114 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, wbbM, wbbN, wzm, wzt, yagZ_ecpA, ybdA AadA17, AadA2, AmpH, Aph3, CatA2, CTX_M_15, DfrA12, MphA, OqxA, OqxB, Qnr_S1, SHV_98, StrA, StrB, SulI, SulII, TetA
34154_7_123 DASSIM38743714 ERR6057966 2018 This study Human Colonising ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, Aac6Ib_cr, AadA1_pm, AmpH, Arr2, CatA2, CmlA5, CTX_M_15, DfrA14, OqxA, OqxB, OXA_10, SHV_11, SulII
34154_7_125 DASSIM38743619 ERR6057968 2017 This study Human Colonising Novel O1v2 Very high KL57 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac6Ib_cr, AadA16, AmpH, Arr3, CTX_M_15, DfrA27, OqxA, OqxB, QnrB6, SHV_75, StrA, StrB, SulI, SulII, TEM_1
34154_7_13 DASSIM38743783 ERR6057884 2018 This study Human Colonising ST1193 O2v1 Very high KL22 Low 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA Aac3_IIa, Aac6Ib_cr, AadA17, AadA2, AmpH, CatA2, CatB4, CTX_M_15, DfrA12, MphA, OqxA, OqxB, OXA_1, Qnr_S1, SHV_75, StrA, StrB, SulI, SulII, TEM_1, TetA
34154_7_130 DASSIM38743620 ERR6057971 2017 This study Human Colonising ST152 O4 Very high KL149 Very high 1 0 0 0 0 0 1 acrA, acrB, cpsACP, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, gnd, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA1, CatB4, CTX_M_15, DfrA27, MphA, OqxA, OqxB, OXA_1, QnrB6, SHV_187, SHV_38, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_131 DASSIM38743716 ERR6057972 2017 This study Human Colonising ST392 O4 Very high KL27 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, yagZ_ecpA, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_67, StrA, StrB, SulII, TEM_1, TetA
34154_7_134 DASSIM38743717 ERR6057975 2017 This study Human Colonising ST14 O1v1 Very high KL2 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, yagZ_ecpA, ybdA Aac3_IId, AmpH, CTX_M_15, DfrA30, DfrA7, OqxA, OqxB, SHV_1, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_136 DASSIM38743621 ERR6057976 2017 This study Human Colonising ST152 O4 Very high KL149 Very high 1 0 0 0 0 0 1 acrA, acrB, cpsACP, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, gnd, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA1, CatB4, CTX_M_15, DfrA27, MphA, OqxA, OqxB, OXA_1, QnrB6, SHV_187, SHV_38, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_138 DASSIM38743622 ERR6057977 2017 This study Human Colonising ST152 O4 Very high KL149 Very high 1 0 0 0 0 0 1 acrA, acrB, cpsACP, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, gnd, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA1, CatB4, CTX_M_15, DfrA27, MphA, OqxA, OqxB, OXA_1, QnrB6, SHV_187, SHV_38, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_14 DASSIM38743687 ERR6057885 2017 This study Human Colonising ST716 O2v1 Very high KL110 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA AmpH, CTX_M_15, DfrA14, OqxA, OqxB, Qnr_S1, SHV_27, StrA, StrB, SulII, TEM_1, TetA
34154_7_140 DASSIM38743718 ERR6057979 2017 This study Human Colonising ST17 OL104 Very high KL107 None 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, vasE_tssK, vipA_tssB, vipB_tssC, ybdA Aac6_Ib, AmpH, CTX_M_15, DfrA14, OqxA, OqxB, Qnr_S1, SHV_98, TEM_90
34154_7_142 DASSIM38743719 ERR6057981 2017 This study Human Colonising ST45 O2v1 Very high KL24 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_27, StrA, StrB, SulII, TEM_1
34154_7_144 DASSIM38743623 ERR6057982 2017 This study Human Colonising ST25 O2v2 Very high KL2 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, kfoC, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, Aph3, CatB4, CTX_M_15, DfrA14, MphA, OXA_1, SHV_81, StrA, StrB, SulII, TEM_1
34154_7_146 DASSIM38743624 ERR6057983 2018 This study Human Colonising ST3717 O1v2 Very high KL57 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, yagZ_ecpA, ybdA Aac6Ib_cr, AadA16, AmpH, Arr3, CTX_M_15, DfrA27, OqxA, OqxB, QnrB6, SHV_75, StrA, StrB, SulI, SulII, TEM_1
34154_7_148 DASSIM38743720 ERR6057985 2017 This study Human Colonising ST307 O2v2 Very high KL102 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_28, StrA, StrB, SulII, TEM_1, TetA
34154_7_150 DASSIM38743625 ERR6057986 2018 This study Human Colonising ST340 O4 Very high KL39 None 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, impA_tssA, iroE, irp1, irp2, kfoC, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_11, StrA, StrB, SulII, TEM_1, TetA, TetD
34154_7_152 DASSIM38743721 ERR6057988 2017 This study Human Colonising ST1777 O3b Very high KL111 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, yagZ_ecpA, ybdA Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA2, CTX_M_15, DfrA27, OqxA, OqxB, QnrB6, SCO_1, SHV_80, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_153 DASSIM38743626 ERR6057989 2018 This study Human Colonising ST1582 O5 Very high KL123 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimC, fimD, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkI, mrkJ, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA Aac3_IId, Aac6Ib_cr, AadA17, AadA2, AmpH, Aph3, CatA2, CatB4, CTX_M_15, DfrA12, LEN_22, MphA, OqxA, OqxB, OXA_1, StrA, StrB, SulI, SulII, TEM_1, TetB
34154_7_155 DASSIM38743722 ERR6057991 2018 This study Human Colonising ST2176 O3b Very high KL151 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, iroE, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA Aac3_IId, AmpH, CatA1, DfrA5, LAP_2, OqxA, OqxB, Qnr_S1, SHV_41, StrA, StrB, SulII, TetD
34154_7_158 DASSIM38743627 ERR6057992 2018 This study Human Colonising ST392 O4 Very high KL27 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_67, StrA, StrB, SulII, TEM_1, TetA
34154_7_16 DASSIM38743591 ERR6057886 2017 This study Human Colonising ST432 O2v1 Very high KL62 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA AmpH, CTX_M_14, DfrA1, LAP_2, OqxA, OqxB, Qnr_S1, SHV_60, StrA, StrB, SulI, SulII, TEM_1, TetA
34154_7_160 DASSIM38743723 ERR6057994 2018 This study Human Colonising ST15 O1v1 Very high KL112 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_28, StrA, StrB, SulII, TEM_1
34154_7_162 DASSIM38743724 ERR6057996 2018 This study Human Colonising ST789 O1v1 Very high KL18 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA AmpH, DfrA5, OqxA, OqxB, SHV_12, StrA, StrB, SulII
34154_7_164 DASSIM38743628 ERR6057997 2017 This study Human Colonising ST15 O1v1 Very high KL48 High 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, yagZ_ecpA, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA1, AmpH, CatB4, CTX_M_15, DfrA15, OqxA, OqxB, OXA_1, QnrB2, SCO_1, SHV_28, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_166 DASSIM38743629 ERR6057998 2017 This study Human Colonising ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, AadA1_pm, AadA2, AmpH, Arr2, CatA2, CmlA5, CTX_M_15, DfrA14, MphA, OqxA, OqxB, OXA_10, SHV_11, SulI, SulII, TEM_1
34154_7_168 DASSIM38743725 ERR6058000 2018 This study Human Colonising ST280 O2v2 Good KL23 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IId, AmpH, CatA2, CTX_M_15, DfrA14, DfrA30, OqxA, OqxB, SHV_27, SulII, TEM_1
34154_7_172 DASSIM38743630 ERR6058003 2017 This study Human Colonising ST14 O1v1 Very high KL2 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA AmpH, CTX_M_15, DfrA30, OqxA, OqxB, SHV_28, SulII
34154_7_174 DASSIM38743631 ERR6058004 2017 This study Human Colonising ST25 O1v2 Very high KL2 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, kfoC, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, Aph3, CatB4, CTX_M_15, DfrA14, MphA, OXA_1, SHV_81, StrA, StrB, SulII, TEM_1, TetA
34154_7_176 DASSIM38743727 ERR6058006 2017 This study Human Colonising ST45 O2v1 Very high KL24 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, hcp_tssD, icmF_tssM, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, yagZ_ecpA, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA2, CatB4, CTX_M_15, DfrA14, DfrA27, OqxA, OqxB, OXA_1, SCO_1, SHV_27, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_178 DASSIM38743728 ERR6058008 2018 This study Human Colonising ST1777 O3b Very high KL111 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, yagZ_ecpA, ybdA Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA2, CTX_M_15, DfrA27, OqxA, OqxB, QnrB6, SCO_1, SHV_80, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_179 DASSIM38743632 ERR6058009 2017 This study Human Colonising ST1079 O1v2 Very high KL10 Very high 0 0 0 0 0 0 1 acrA, acrB, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IId, Aac6Ib_cr, AadA17, AadA2, AmpH, CatB4, CTX_M_15, DfrA12, MphA, OqxA, OqxB, OXA_1, SHV_1, StrA, StrB, SulI, SulII, TEM_1, TetB
34154_7_18 DASSIM38743592 ERR6057887 2017 This study Human Colonising ST39 O1v1 Very high KL2 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroD, iroE, irp1, irp2, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_89, StrA, StrB, SulII, TEM_1, TetA
34154_7_183 DASSIM38743729 ERR6058011 2018 This study Human Colonising ST34 O2v2 Very high KL57 Good 0 0 0 0 0 0 1 acrA, acrB, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, iroE, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsB, ugd, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IId, AmpH, CatA2, CTX_M_14, DfrA1, LAP_2, OqxA, OqxB, Qnr_S1, SHV_26, StrA, StrB, SulI, SulII, TetA, TetD
34154_7_184 DASSIM38743633 ERR6058012 2017 This study Human Colonising ST70 O1v2 Very high KL136 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_32, StrA, StrB, SulII, TEM_1, TetA
34154_7_185 DASSIM38743634 ERR6058013 2017 This study Human Colonising ST1427 OL101 Good KL155 Good 0 0 0 0 0 0 1 acrA, acrB, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_89, StrA, StrB, SulII, TEM_1
34154_7_189 DASSIM38743731 ERR6058016 2017 This study Human Colonising ST5013 OL101 Very high KL137 Very high 0 0 0 0 0 0 1 acrA, acrB, cpsACP, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimC, fimG, galF, gnd, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, rcsA, rcsB, ugd, yagZ_ecpA, ybdA Aac6Ib_cr, AadA1, AmpH, CatB4, CTX_M_15, DfrA14, DfrA15, OKP_B_2, OqxA, OqxB, OXA_1, StrA, StrB, SulI, SulII, TEM_1, TetA
34154_7_19 DASSIM38743784 ERR6057888 2017 This study Human Colonising ST5013 OL101 None KL137 Very high 0 0 0 0 0 0 1 acrA, acrB, cpsACP, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimC, fimG, fimH, galF, gnd, manC, mrkA, mrkB, mrkC, mrkD, mrkH, mrkJ, rcsA, rcsB, ugd, ybdA Aac6Ib_cr, AadA1, AmpH, CatB4, CTX_M_15, DfrA14, DfrA15, OKP_B_2, OqxA, OqxB, OXA_1, StrA, StrB, SulI, SulII, TEM_1, TetA
34154_7_191 DASSIM38743635 ERR6058018 2018 This study Human Colonising ST2668 OL103 High KL111 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA AmpH, CTX_M_15, DfrA14, OqxA, OqxB, Qnr_S1, SHV_33, StrA, StrB, SulII, TEM_1
34154_7_194 DASSIM38743732 ERR6058019 2018 This study Human Colonising ST14 O1v1 Very high KL16 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatA1, CatB4, CTX_M_15, DfrA14, DfrA5, OqxA, OqxB, OXA_1, SHV_70, StrA, StrB, SulII, TetD
34154_7_197 DASSIM38743733 ERR6058022 2018 This study Human Colonising ST29 O1v2 Good KL19 High 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, kfoC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_187, StrA, StrB, SulII, TEM_1
34154_7_199 DASSIM38743637 ERR6058024 2018 This study Human Colonising ST1035 O1v2 Very high KL57 Good 0 0 0 0 0 0 1 acrA, acrB, allA, allB, allC, allD, allR, allS, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, wbbM, wbbN, wbbO, wzm, wzt, ybdA AadA17, AadA2, AmpH, CTX_M_3, DfrA16, OqxA, OqxB, SHV_185, SulI, SulII, TEM_1
34154_7_20 DASSIM38743688 ERR6057889 2018 This study Human Colonising Novel O4 Very high KL149 Good 1 0 0 0 0 0 1 acrA, acrB, cpsACP, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, gnd, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, yagZ_ecpA, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA1, CatB4, CTX_M_15, DfrA27, MphA, OqxA, OqxB, OXA_1, QnrB6, SHV_187, SHV_38, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_202 DASSIM38743734 ERR6058025 2018 This study Human Colonising ST1916 O1v1 Very high KL27 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, wbbM, wbbN, wzm, wzt, ybdA Aac3_IId, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, OqxA, OqxB, OXA_1, SHV_98, StrA, StrB, SulII, TEM_1, TetA, TetB
34154_7_204 DASSIM38743638 ERR6058027 2018 This study Human Colonising ST584 O2v2 Very high KL9 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_72, StrA, StrB, SulII, TEM_1
34154_7_205 DASSIM38743735 ERR6058028 2017 This study Human Colonising Novel O4 None KL107 None 0 0 0 0 0 0 1 acrA, cpsACP, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimC, fimD, fimF, fimG, fimH, fimI, fimK, mrkA, mrkB, mrkC, mrkD, rcsB, ybdA AadA17, AadA2, AmpH, CatA1, CatA2, DfrA14, SHV_12, StrB, SulI, SulII, TEM_1, TetA, TetC
34154_7_207 DASSIM38743639 ERR6058030 2018 This study Human Colonising ST15 O1v1 Very high KL48 High 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA1, AmpH, CatB4, CTX_M_15, DfrA15, OqxA, OqxB, OXA_1, QnrB2, SCO_1, SHV_28, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_210 DASSIM38743736 ERR6058031 2017 This study Human Colonising ST39 O1v1 Very high KL2 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_89, StrA, StrB, SulII, TEM_1, TetA
34154_7_212 DASSIM38743640 ERR6058033 2018 This study Human Colonising ST5028 O3b Very high KL11 None 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimD, fimG, fimH, galF, gnd, hcp_tssD, KPHS_23120, manC, mrkA, mrkB, mrkC, mrkD, mrkH, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac6Ib_cr, AadA16, AmpH, Arr3, CatA2, DfrA27, OKP_B_3, OqxA, OqxB, Qnr_S1, SHV_12, SulI, TetA, TetD
34154_7_213 DASSIM38743641 ERR6058034 2018 This study Human Colonising ST14 O1v1 Very high KL2 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, yagZ_ecpA, ybdA Aac3_IId, AmpH, CTX_M_15, EreA2, OqxA, OqxB, SHV_28, SulI, SulII, TEM_1
34154_7_216 DASSIM38743737 ERR6058036 2017 This study Human Colonising ST280 O2v2 Good KL23 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, yagZ_ecpA, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_27, StrA, StrB, SulII, TEM_1, TetA
34154_7_218 DASSIM38743738 ERR6058038 2017 This study Human Colonising ST307 O2v2 Very high KL102 High 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SCO_1, SHV_28, StrA, StrB, SulII, TEM_1, TetA
34154_7_219 DASSIM38743642 ERR6058039 2018 This study Human Colonising ST391 O1v2 Very high KL30 Good 0 0 0 0 0 0 1 acrA, acrB, allA, allB, allC, allD, allR, allS, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IId, AmpH, CatA2, CTX_M_15, DfrA14, DfrA30, MphA, OqxA, OqxB, SHV_89, SulII, TEM_1
34154_7_22 DASSIM38743593 ERR6057890 2017 This study Human Colonising ST152 O4 Very high KL149 Very high 1 0 0 0 0 0 1 acrA, acrB, cpsACP, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, gnd, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA1, CatB4, CTX_M_15, DfrA27, MphA, OqxA, OqxB, OXA_1, QnrB6, SHV_187, SHV_38, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_221 DASSIM38743643 ERR6058040 2018 This study Human Colonising ST2668 OL103 High KL111 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA AmpH, CTX_M_15, DfrA14, OqxA, OqxB, Qnr_S1, SHV_33, StrA, StrB, SulII, TEM_1
34154_7_224 DASSIM38743739 ERR6058042 2017 This study Human Colonising ST551 O1v1 Very high KL10 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA AmpH, CTX_M_15, DfrA14, OqxA, OqxB, SHV_172, StrA, StrB, SulII, TEM_1, TetA
34154_7_226 DASSIM38743740 ERR6058044 2017 This study Human Colonising ST101 O1v1 Very high KL17 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, wbbM, wbbN, wzm, wzt, ybdA AmpH, CTX_M_15, DfrA14, OqxA, OqxB, Qnr_S1, SHV_28, StrA, StrB, SulII, TEM_1, TetA
34154_7_227 DASSIM38743644 ERR6058045 2018 This study Human Colonising ST307 O2v2 Very high KL102 High 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_28, StrA, StrB, SulII, TEM_1, TetA
34154_7_23 DASSIM38743689 ERR6057891 2018 This study Human Colonising ST716 O2v1 Very high KL110 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA AmpH, CTX_M_15, DfrA14, OqxA, OqxB, Qnr_S1, SHV_27, StrA, StrB, SulII, TEM_1, TetA
34154_7_231 DASSIM38743741 ERR6058047 2017 This study Human Colonising ST1414 O1v1 Very high KL8 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IId, Aac6Ib_cr, AadA5, AmpH, Arr3, CTX_M_15, DfrA14, DfrA17, MphA, OqxA, OqxB, SHV_101, SHV_187, StrB, SulI, SulII, TEM_1
34154_7_232 DASSIM38743645 ERR6058048 2018 This study Human Colonising ST789 O1v1 Very high KL18 Very high 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA AmpH, CatA1, DfrA5, OqxA, OqxB, SHV_73, StrA, StrB, SulII
34154_7_234 DASSIM38743742 ERR6058050 2018 This study Human Colonising ST307 O2v2 Very high KL102 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_28, StrA, StrB, SulII, TEM_1, TetA
34154_7_235 DASSIM38743646 ERR6058051 2018 This study Human Colonising ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IId, AadA1_pm, AadA2, AmpH, Arr2, CatA2, CmlA5, CTX_M_15, DfrA14, DfrA30, LAP_2, MphA, OqxA, OqxB, OXA_10, Qnr_S1, SHV_11, SulI, SulII, TEM_1, TetD
34154_7_239 DASSIM38743743 ERR6058053 2018 This study Human Colonising ST152 O4 Very high KL149 Very high 1 0 0 0 0 0 1 acrA, acrB, cpsACP, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, gnd, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, yagZ_ecpA, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA1, CatB4, CTX_M_15, DfrA27, MphA, OqxA, OqxB, OXA_1, QnrB6, SHV_187, SHV_38, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_24 DASSIM38743785 ERR6057892 Unknown This study Human Colonising ST280 O2v2 Good KL23 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IId, AmpH, CatA2, CTX_M_15, DfrA30, OqxA, OqxB, SHV_27, SulII, TEM_1
34154_7_240 DASSIM38743647 ERR6058054 2018 This study Human Colonising ST340 O4 Very high KL15 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IId, AadA1_pm, AadA2, AmpH, Aph3, Arr2, CatA2, CmlA5, CTX_M_15, DfrA14, LAP_2, MphA, OqxA, OqxB, OXA_10, Qnr_S1, SHV_11, SulI, SulII, TEM_1, TetD
34154_7_242 DASSIM38743744 ERR6058056 2018 This study Human Colonising ST15 O1v1 Very high KL24 High 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, yagZ_ecpA, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA1, AmpH, CatA1, CatB4, CTX_M_15, DfrA14, DfrA15, MphA, OqxA, OqxB, OXA_1, SHV_28, StrA, StrB, SulI, SulII, TEM_1, TetA
34154_7_247 DASSIM38743745 ERR6058059 2018 This study Human Colonising ST3477 O2v2 Good KL39 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, dotU_tssL, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, galF, glf, gnd, hcp_tssD, icmF_tssM, kfoC, KPHS_23120, manB, manC, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA AmpH, DfrA14, SHV_12, StrA, StrB, SulII, TEM_1, TetD
34154_7_248 DASSIM38743649 ERR6058060 2018 This study Human Colonising ST607 O1v1 Very high KL25 High 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, wbbM, wbbN, wzm, wzt, yagZ_ecpA, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA2, CTX_M_15, DfrA27, OqxA, OqxB, QnrB6, SHV_65, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_249 DASSIM38743650 ERR6058061 2018 This study Human Colonising Novel OL102 None KL17 None 0 0 0 0 0 0 1 acrA, acrB, allA, allB, allC, allR, allS, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimC, fimG, fimH, galF, hcp_tssD, icmF_tssM, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkH, mrkJ, rcsB, sciN_tssJ, tssF, vasE_tssK, vgrG_tssI, vipA_tssB, ybdA AadA17, AadA2, AmpH, CTX_M_65, DfrA12, FosA, OKP_A_3, OqxA, OqxB, RmtB, StrA, StrB, SulI, SulII, TEM_1, TetA
34154_7_25 DASSIM38743594 ERR6057893 2017 This study Human Colonising ST2665 O2v2 Very high KL102 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IId, AmpH, CTX_M_15, DfrA30, OqxA, OqxB, SHV_98, SulII, TEM_1
34154_7_252 DASSIM38743746 ERR6058063 2018 This study Human Colonising ST5013 OL101 None KL137 Very high 0 0 0 0 0 0 1 acrA, acrB, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimG, gnd, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, rcsA, rcsB, ugd, ybdA Aac6Ib_cr, AadA1, AmpH, CatB4, CTX_M_15, DfrA14, DfrA15, OKP_B_2, OqxA, OqxB, OXA_1, StrA, StrB, SulI, SulII, TEM_1, TetA
34154_7_254 DASSIM38743747 ERR6058065 2018 This study Human Colonising ST985 O1v2 Very high KL39 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, yagZ_ecpA, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_187, StrA, StrB, SulII, TEM_1
34154_7_255 DASSIM38743651 ERR6058066 2018 This study Human Colonising ST307 O2v2 Very high KL102 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_28, StrA, StrB, SulII, TEM_1, TetA
34154_7_259 DASSIM38743748 ERR6058068 2018 This study Human Colonising ST15 O1v1 Very high KL24 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX AmpH, Arr2, CatA1, CatB4, CmlA5, CTX_M_15, DfrA14, DfrA15, OqxA, OqxB, OXA_1, OXA_10, SHV_28, SulI, TEM_1, TetA
34154_7_26 DASSIM38743690 ERR6057894 2017 This study Human Colonising ST15 O1v1 Very high KL112 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_28, StrA, StrB, SulII, TEM_1, TetA
34154_7_260 DASSIM38743652 ERR6058069 2018 This study Human Colonising ST3717 O1v2 Very high KL57 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, yagZ_ecpA, ybdA Aac6Ib_cr, AadA16, AmpH, Arr3, CTX_M_15, DfrA27, OqxA, OqxB, QnrB6, SHV_75, StrA, StrB, SulI, SulII, TEM_1
34154_7_262 DASSIM38743749 ERR6058071 2018 This study Human Colonising ST15 O1v1 Very high KL48 High 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA1, AmpH, CatB4, CTX_M_15, DfrA15, OqxA, OqxB, OXA_1, QnrB2, SCO_1, SHV_28, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_263 DASSIM38743653 ERR6058072 2017 This study Human Colonising ST45 OL101 High KL52 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, hcp_tssD, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac6Ib_cr, AadA1, AmpH, CatB4, CTX_M_15, DfrA14, LAP_2, MphA, OqxA, OqxB, OXA_1, Qnr_S1, SHV_98, StrA, StrB, SulII, TEM_1
34154_7_267 DASSIM38743750 ERR6058074 2018 This study Human Colonising ST101 O1v1 Very high KL17 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, wbbM, wbbN, wzm, wzt, ybdA AmpH, CTX_M_15, DfrA14, OqxA, OqxB, Qnr_S1, SHV_28, StrA, StrB, SulII, TEM_1, TetA
34154_7_268 DASSIM38743654 ERR6058075 2017 This study Human Colonising ST15 O1v1 Very high KL112 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_28, StrA, StrB, SulII, TEM_1, TetA
34154_7_269 DASSIM38743751 ERR6058076 2018 This study Human Colonising ST307 O2v2 Very high KL102 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA2, CTX_M_15, DfrA27, OqxA, OqxB, SHV_28, StrA, StrB, SulI, SulII, TEM_1
34154_7_27 DASSIM38743786 ERR6057895 2017 This study Human Colonising ST607 O1v1 Very high KL25 High 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, wbbM, wbbN, wzm, wzt, ybdA Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA2, CTX_M_15, DfrA27, OqxA, OqxB, QnrB6, SHV_65, StrB, SulI, SulII, TEM_1, TetD
34154_7_271 DASSIM38743655 ERR6058078 2017 This study Human Colonising ST403 O3b Very high KL105 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_80, StrA, StrB, SulII, TEM_1, TetA
34154_7_274 DASSIM38743752 ERR6058079 2018 This study Human Colonising ST1799 O1v1 Very high KL16 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatA1, CTX_M_15, DfrA14, DfrA7, OqxA, OqxB, OXA_1, SHV_28, StrA, StrB, SulI, SulII, TEM_1, TetA
34154_7_276 DASSIM38743656 ERR6058081 2017 This study Human Colonising ST391 O1v2 Very high KL30 Very high 1 0 0 0 0 0 1 acrA, acrB, allA, allB, allC, allD, allR, allS, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_89, StrA, StrB, SulII, TEM_1
34154_7_277 DASSIM38743657 ERR6058082 2017 This study Human Colonising ST14 O1v1 Very high KL157 Good 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, glf, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA Aac3_IId, Aac6Ib_cr, AadA16, AmpH, Arr3, DfrA27, OqxA, OqxB, QnrB6, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_279 DASSIM38743753 ERR6058083 2018 This study Human Colonising ST1427 OL101 Good KL67 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_89, StrA, StrB, SulII, TEM_1, TetA
34154_7_281 DASSIM38743754 ERR6058085 2018 This study Human Colonising ST1799 O1v1 Very high KL16 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatA1, CTX_M_15, DfrA14, DfrA7, OqxA, OqxB, OXA_1, SHV_28, StrA, StrB, SulI, SulII, TEM_1, TetA
34154_7_283 DASSIM38743658 ERR6058087 2018 This study Human Colonising ST15 O1v1 Very high KL112 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_28, StrA, StrB, SulII, TEM_1
34154_7_287 DASSIM38743755 ERR6058089 2018 This study Human Colonising Novel O1v2 Very high KL108 Very high 0 0 0 0 0 0 1 acrA, acrB, cpsACP, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, iroE, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssG, ugd, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA AmpH, CTX_M_15, DfrA14, OqxA, OqxB, Qnr_S1, SHV_89, StrB, SulII, TEM_1, TetA
34154_7_289 DASSIM38743756 ERR6058091 2018 This study Human Colonising ST307 O2v2 Very high KL102 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_28, StrA, StrB, SulII, TEM_1, TetA
34154_7_291 DASSIM38743660 ERR6058093 2018 This study Human Colonising ST14 O1v1 Very high KL2 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA Aac3_IId, AmpH, CatA2, CTX_M_15, DfrA30, OqxA, OqxB, SHV_28, SulII, TEM_1
34154_7_294 DASSIM38743757 ERR6058094 2018 This study Human Colonising ST147 O2v1 Very high KL64 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, KPHS_23120, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_67, StrA, StrB, SulII, TEM_1, TetA
34154_7_296 DASSIM38743661 ERR6058096 2018 This study Human Colonising ST39 O1v1 Very high KL2 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroD, iroE, irp1, irp2, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, yagZ_ecpA, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_89, StrA, StrB, SulII, TEM_1, TetA
34154_7_298 DASSIM38743758 ERR6058098 2018 This study Human Colonising ST2668 OL103 High KL111 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA AmpH, CTX_M_15, DfrA14, OqxA, OqxB, Qnr_S1, SHV_33, StrA, StrB, SulII, TEM_1
34154_7_299 DASSIM38743662 ERR6058099 2017 This study Human Colonising ST25 O1v2 Very high KL2 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, kfoC, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, Aph3, CatB4, CTX_M_15, DfrA14, MphA, OXA_1, SHV_81, StrA, StrB, SulII, TEM_1, TetA
34154_7_3 DASSIM38743780 ERR6057876 2018 This study Human Colonising ST1193 O2v1 Very high KL22 Low 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, yagZ_ecpA, ybdA Aac3_IIa, Aac6Ib_cr, AadA17, AadA2, AmpH, CatA2, CatB4, CTX_M_15, DfrA12, MphA, OqxA, OqxB, OXA_1, Qnr_S1, SHV_75, StrA, StrB, SulI, SulII, TEM_1, TetA
34154_7_30 DASSIM38743595 ERR6057896 2017 This study Human Colonising ST14 O1v1 Very high KL2 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, yagZ_ecpA, ybdA Aac3_IId, AmpH, CatA2, CTX_M_15, DfrA30, OqxA, OqxB, SHV_28, SulII, TEM_1
34154_7_303 DASSIM38743759 ERR6058101 2018 This study Human Colonising ST985 O1v2 Very high KL39 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_187, StrA, StrB, SulII, TEM_1
34154_7_304 DASSIM38743663 ERR6058102 2017 This study Human Colonising ST711 O1v2 Very high KL54 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_187, StrA, StrB, SulII, TEM_1, TetA
34154_7_306 DASSIM38743760 ERR6058103 2018 This study Human Colonising Novel O1v2 Very high KL63 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IId, AmpH, CTX_M_15, DfrA30, OqxA, OqxB, SHV_40, SulII, TEM_1
34154_7_307 DASSIM38743664 ERR6058104 2017 This study Human Colonising ST25 O1v2 Very high KL2 Good 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, kfoC, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, Aph3, CatB4, CTX_M_15, DfrA14, MphA, OXA_1, SHV_81, StrA, StrB, SulII, TEM_1, TetA
34154_7_31 DASSIM38743691 ERR6057897 2017 This study Human Colonising ST17 O5 High KL25 High 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, iroE, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CTX_M_15, DfrA27, OqxA, OqxB, QnrB6, SHV_96, StrA, StrB, SulI, SulII, TEM_1
34154_7_312 DASSIM38743665 ERR6058106 2017 This study Human Colonising ST3717 O1v2 Very high KL57 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac6Ib_cr, AadA16, AmpH, Arr3, CTX_M_15, DfrA27, OqxA, OqxB, QnrB6, SHV_75, StrA, StrB, SulI, SulII, TEM_1
34154_7_313 DASSIM38743666 ERR6058107 2017 This study Human Colonising Novel O2v2 Very high KL136 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, galF, glf, gnd, hcp_tssD, icmF_tssM, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkJ, rcsB, tli1, tssF, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IIa, AadA17, AadA2, AmpH, Arr2, CatA2, CatB4, CmlA5, CTX_M_15, DfrA12, DfrA14, LAP_2, LEN_26, MphA, OqxA, OqxB, OXA_1, OXA_10, Qnr_S1, StrA, StrB, SulI, SulII, TEM_1, TetA
34154_7_316 DASSIM38743762 ERR6058108 2018 This study Human Colonising ST17 O5 Good KL25 High 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, iroE, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA2, CTX_M_15, DfrA27, OqxA, OqxB, QnrB6, SHV_96, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_317 DASSIM38743763 ERR6058109 2018 This study Human Colonising ST307 O2v2 Very high KL102 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IIa, AmpH, CTX_M_15, DfrA14, OqxA, OqxB, SHV_28, StrA, StrB, SulII, TEM_1
34154_7_318 DASSIM38743667 ERR6058110 2017 This study Human Colonising Novel O4 Very high KL149 Good 1 0 0 0 0 0 1 acrA, acrB, cpsACP, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, gnd, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA1, CatB4, CTX_M_15, DfrA27, MphA, OqxA, OqxB, OXA_1, QnrB6, SHV_187, SHV_38, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_32 DASSIM38743787 ERR6057898 2018 This study Human Colonising ST37 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, vasE_tssK, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_89, StrA, StrB, SulII, TEM_1, TetA
34154_7_322 DASSIM38743764 ERR6058111 2018 This study Human Colonising ST789 O1v1 Very high KL18 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA AmpH, CatA1, DfrA5, OqxA, OqxB, SHV_12, StrA, StrB, SulII, TetD
34154_7_323 DASSIM38743668 ERR6058112 2018 This study Human Colonising ST4283 O4 Very high KL145 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA AmpH, CTX_M_15, DfrA14, OqxA, OqxB, SHV_32, StrA, StrB, SulII, TEM_1
34154_7_324 DASSIM38743765 ERR6058113 2018 This study Human Colonising ST307 O2v2 Very high KL102 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA2, CTX_M_15, DfrA27, OqxA, OqxB, SHV_28, StrA, StrB, SulI, SulII, TEM_1
34154_7_325 DASSIM38743669 ERR6058114 2018 This study Human Colonising ST307 O2v2 Very high KL102 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA2, CTX_M_15, DfrA27, OqxA, OqxB, SHV_28, StrA, StrB, SulI, SulII, TEM_1
34154_7_33 DASSIM38743692 ERR6057899 2017 This study Human Colonising ST307 O1v2 Very high KL102 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, kfoC, KPHS_23120, manB, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_28, StrB, SulII, TEM_1, TetA
34154_7_330 DASSIM38743766 ERR6058115 2018 This study Human Colonising ST2136 O2v2 Very high KL2 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA AadA17, AadA2, AmpH, CatA2, CTX_M_15, DfrA12, MphA, OqxA, OqxB, Qnr_S1, SHV_27, StrB, SulI, SulII, TEM_135, TetD
34154_7_331 DASSIM38743670 ERR6058116 2018 This study Human Colonising ST20 O2v2 Very high KL102 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, kfoC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IId, AmpH, CTX_M_15, DfrA30, OqxA, OqxB, SHV_98, SulII, TEM_1
34154_7_332 DASSIM38743767 ERR6058117 2018 This study Human Colonising ST3559 O4 Very high KL27 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_80, StrA, StrB, SulII, TEM_1, TetA
34154_7_333 DASSIM38743671 ERR6058118 2018 This study Human Colonising ST15 O1v1 Very high KL48 High 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, hcp_tssD, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA1, AmpH, CatB4, CTX_M_15, DfrA15, OqxA, OqxB, OXA_1, QnrB2, SCO_1, SHV_28, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_338 DASSIM38743768 ERR6058119 2018 This study Human Colonising ST340 O4 Very high KL15 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fyuA, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, irp1, irp2, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, AadA1_pm, AadA2, AmpH, Arr2, CatA2, CmlA5, CTX_M_15, DfrA14, OqxA, OqxB, OXA_10, Qnr_S1, SHV_11, SulII, TEM_1, TetD
34154_7_339 DASSIM38743672 ERR6058120 2018 This study Human Colonising ST3586 O2v2 Very high KL102 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, impA_tssA, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA AmpH, DfrA14, OqxA, OqxB, Qnr_S1, SHV_70, StrA, StrB, SulII, TEM_1, TetD
34154_7_340 DASSIM38743673 ERR6058121 2018 This study Human Colonising ST607 O1v1 Very high KL25 Good 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA2, CTX_M_15, DfrA27, OqxA, OqxB, QnrB6, SHV_65, StrB, SulI, SulII, TEM_1, TetD
34154_7_343 DASSIM38743769 ERR6058122 2018 This study Human Colonising ST39 O1v1 Very high KL2 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroD, iroE, irp1, irp2, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX AmpH, CTX_M_15, DfrA14, OqxA, OqxB, SHV_89, StrA, StrB, SulII, TEM_1
34154_7_344 DASSIM38743770 ERR6058123 2018 This study Human Colonising ST39 O1v1 Very high KL2 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroD, iroE, irp1, irp2, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_89, StrA, StrB, SulII, TEM_1, TetA
34154_7_345 DASSIM38743674 ERR6058124 2018 This study Human Colonising ST2668 OL103 High KL111 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, yagZ_ecpA, ybdA AmpH, CTX_M_15, DfrA14, OqxA, OqxB, Qnr_S1, SHV_33, StrA, StrB, SulII, TEM_1
34154_7_348 DASSIM38743675 ERR6058125 2018 This study Human Colonising ST35 O1v1 Very high KL16 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX AmpH, CTX_M_15, DfrA30, OqxA, OqxB, SHV_33
34154_7_351 DASSIM38743771 ERR6058126 2018 This study Human Colonising ST14 O1v1 Very high KL16 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, yagZ_ecpA, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA1, AmpH, CatB4, CTX_M_15, DfrA14, LAP_2, OqxA, OqxB, OXA_1, Qnr_S1, SHV_28, StrA, StrB, SulII, TEM_1, TetA
34154_7_352 DASSIM38743772 ERR6058127 2018 This study Human Colonising ST307 O2v2 Very high KL102 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, AmpH, CTX_M_15, OqxA, OqxB, SHV_28, StrA, StrB, SulII, TEM_1, TetA
34154_7_353 DASSIM38743676 ERR6058128 2017 This study Human Colonising ST14 O1v1 Very high KL2 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA AmpH, CTX_M_15, DfrA30, OqxA, OqxB, SHV_28, SulII
34154_7_359 DASSIM38743677 ERR6058130 2017 This study Human Colonising ST391 O1v2 Very high KL30 Good 0 0 0 0 0 0 1 acrA, acrB, allA, allB, allC, allD, allR, allS, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IId, AmpH, CatA2, CTX_M_15, DfrA14, DfrA30, MphA, OqxA, OqxB, SHV_89, SulII, TEM_1
34154_7_36 DASSIM38743596 ERR6057901 2017 This study Human Colonising ST37 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, vasE_tssK, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_89, StrA, StrB, SulII, TEM_1, TetA
34154_7_360 DASSIM38743774 ERR6058131 2018 This study Human Colonising ST323 O3b Good KL21 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_99, StrA, StrB, SulII, TEM_1, TetA
34154_7_361 DASSIM38743678 ERR6058132 2017 This study Human Colonising ST716 O2v1 Very high KL110 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, yagZ_ecpA, ybdA AmpH, CTX_M_15, DfrA14, OqxA, OqxB, Qnr_S1, SHV_27, StrA, StrB, SulII, TEM_1, TetA
34154_7_366 DASSIM38743775 ERR6058133 2018 This study Human Colonising ST273 O3b Good KL74 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IId, AadA5, AmpH, CatA1, CTX_M_15, DfrA17, MphA, OqxA, OqxB, SHV_67, StrA, StrB, SulI, SulII, TetD
34154_7_367 DASSIM38743679 ERR6058134 2017 This study Human Colonising ST551 O1v1 Very high KL10 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, wbbM, wbbN, wzm, wzt, yagZ_ecpA, ybdA Aac3_IIa, AmpH, CTX_M_15, DfrA14, OqxA, OqxB, SHV_172, StrA, StrB, SulII, TEM_1, TetA
34154_7_368 DASSIM38743776 ERR6058135 2018 This study Human Colonising ST35 O1v1 Very high KL30 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA Aac3_IId, AmpH, Aph3, CatA2, CTX_M_15, DfrA14, DfrA30, MphA, OqxA, OqxB, SHV_33, StrA, StrB, SulII, TEM_1
34154_7_369 DASSIM38743680 ERR6058136 2017 This study Human Colonising ST607 O1v1 Very high KL25 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA2, CTX_M_15, DfrA27, OqxA, OqxB, SHV_65, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_374 DASSIM38743777 ERR6058137 2018 This study Human Colonising ST307 O2v2 Very high KL102 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_28, StrA, StrB, SulII, TEM_1
34154_7_375 DASSIM38743681 ERR6058138 2018 This study Human Colonising Novel O1v2 Very high KL63 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, yagZ_ecpA, ybdA Aac3_IId, AmpH, CTX_M_15, DfrA30, OqxA, OqxB, SHV_40, SulII, TEM_1
34154_7_376 DASSIM38743682 ERR6058139 2018 This study Human Colonising ST14 O1v1 Very high KL2 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA Aac3_IId, AmpH, CatA2, CTX_M_15, DfrA30, OqxA, OqxB, SHV_28, SulII, TEM_1
34154_7_378 DASSIM38743778 ERR6058140 2018 This study Human Colonising ST45 O2v1 Very high KL24 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, hcp_tssD, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_27, StrA, StrB, SulII, TEM_1
34154_7_379 DASSIM38743779 ERR6058141 2018 This study Human Colonising ST307 O2v2 Very high KL102 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IIa, AadA1, AmpH, CTX_M_15, DfrA15, OqxA, OqxB, SHV_28, SulI, TEM_1, TetA
34154_7_38 DASSIM38743597 ERR6057902 2017 This study Human Colonising ST2601 O4 Very high KL17 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA AmpH, DfrA14, OqxA, OqxB, SHV_12, StrA, StrB, SulII, TEM_1
34154_7_380 DASSIM38743683 ERR6058142 2018 This study Human Colonising ST2126 O2v2 Very high KL54 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IIa, Aac6Ib_cr, AadA1, AmpH, CatB4, CTX_M_15, OqxA, OqxB, OXA_1, Qnr_S1, SCO_1, SHV_89, SulI, TEM_1
34154_7_39 DASSIM38743693 ERR6057903 2017 This study Human Colonising ST323 O3b Good KL21 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_99, StrA, StrB, SulII, TEM_1, TetA
34154_7_4 DASSIM38743684 ERR6057877 2018 This study Human Colonising ST280 O2v2 Good KL23 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, yagZ_ecpA, ybdA Aac3_IId, AmpH, CatA2, CTX_M_15, DfrA30, OqxA, OqxB, SHV_27, SulII, TEM_1
34154_7_40 DASSIM38743789 ERR6057904 2018 This study Human Colonising ST1427 OL101 Good KL155 Good 0 0 0 0 0 0 1 acrA, acrB, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_89, StrA, StrB, SulII, TEM_1
34154_7_41 DASSIM38743694 ERR6057905 2017 This study Human Colonising ST334 O5 High KL103 Very high 0 0 0 0 0 0 1 acrA, acrB, cpsACP, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimG, fimH, galF, manC, mrkA, mrkB, mrkC, mrkD, mrkH, rcsA, rcsB, ugd, ybdA Aac3_IId, AmpH, DfrA14, OKP_B_4, QnrB1, SHV_12, StrA, StrB, SulII, TEM_90, TetD
34154_7_42 DASSIM38743790 ERR6057906 2018 This study Human Colonising ST1777 O3b Very high KL111 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA2, CTX_M_15, DfrA27, OqxA, OqxB, QnrB6, SCO_1, SHV_80, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_44 DASSIM38743598 ERR6057907 2017 This study Human Colonising ST2668 OL103 High KL111 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA AmpH, CTX_M_15, DfrA14, OqxA, OqxB, Qnr_S1, SHV_33, StrA, StrB, SulII, TEM_1
34154_7_46 DASSIM38743599 ERR6057908 2018 This study Human Colonising ST14 O1v1 Very high KL16 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_28, StrA, StrB, SulII, TEM_1, TetA
34154_7_47 DASSIM38743695 ERR6057909 2017 This study Human Colonising ST607 O1v1 Very high KL25 High 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA2, CTX_M_15, DfrA27, OqxA, OqxB, QnrB6, SHV_65, StrB, SulI, SulII, TEM_1, TetD
34154_7_48 DASSIM38743791 ERR6057910 2018 This study Human Colonising ST2668 OL103 High KL111 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA AmpH, CTX_M_15, DfrA14, OqxA, OqxB, Qnr_S1, SHV_33, StrA, StrB, SulII, TEM_1
34154_7_49 DASSIM38743792 ERR6057911 2018 This study Human Colonising ST17 O5 High KL25 High 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, iroE, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA2, CTX_M_15, DfrA27, OqxA, OqxB, QnrB6, SHV_96, StrB, SulI, SulII, TEM_1, TetD
34154_7_5 DASSIM38743781 ERR6057878 2018 This study Human Colonising ST14 O1v1 Very high KL2 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_28, StrA, StrB, SulII, TEM_1
34154_7_50 DASSIM38743696 ERR6057912 2017 This study Human Colonising ST1418 O3b Good KL13 Good 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, gnd, hcp_tssD, iroE, irp1, irp2, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, AmpH, CatA2, CTX_M_15, DfrA14, OqxA, OqxB, SHV_98, StrA, StrB, SulII, TEM_1, TetD
34154_7_52 DASSIM38743600 ERR6057913 2018 This study Human Colonising ST2176 O3b Very high KL151 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, iroE, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA Aac3_IId, AmpH, CatA1, DfrA5, LAP_2, OqxA, OqxB, Qnr_S1, SHV_41, StrA, StrB, SulII
34154_7_54 DASSIM38743601 ERR6057914 2018 This study Human Colonising ST1418 O3b Very high KL13 Good 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, gnd, hcp_tssD, iroE, irp1, irp2, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, AmpH, CTX_M_15, DfrA14, OqxA, OqxB, SHV_98, StrA, StrB, SulII, TEM_1
34154_7_55 DASSIM38743793 ERR6057915 2018 This study Human Colonising ST607 O1v1 Very high KL25 High 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CTX_M_15, DfrA27, OqxA, OqxB, QnrB6, SHV_65, StrA, StrB, SulI, SulII, TEM_1
34154_7_56 DASSIM38743697 ERR6057916 2017 This study Human Colonising ST1414 O1v1 Very high KL8 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA Aac3_IId, Aac6Ib_cr, AadA5, AmpH, Arr3, CTX_M_15, DfrA14, DfrA17, MphA, OqxA, OqxB, SHV_101, SHV_187, StrA, StrB, SulI, SulII, TEM_1
34154_7_58 DASSIM38743602 ERR6057917 2017 This study Human Colonising ST307 O2v2 Very high KL102 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_28, StrA, StrB, SulII, TEM_1, TetA
34154_7_59 DASSIM38743794 ERR6057918 2018 This study Human Colonising ST607 O1v1 Very high KL25 High 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac6Ib_cr, AadA16, AmpH, Arr3, CatA2, CTX_M_15, DfrA27, OqxA, OqxB, QnrB6, SHV_65, StrA, StrB, SulI, SulII, TetD
34154_7_6 DASSIM38743685 ERR6057879 2017 This study Human Colonising ST101 O1v1 Very high KL17 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, wbbM, wbbN, wzm, wzt, ybdA AmpH, CTX_M_15, DfrA14, OqxA, OqxB, Qnr_S1, SHV_28, StrA, StrB, SulII, TEM_1, TetA
34154_7_60 DASSIM38743698 ERR6057919 2018 This study Human Colonising ST551 O1v1 Very high KL10 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA Aac3_IIa, AmpH, CTX_M_15, DfrA14, OqxA, OqxB, SHV_172, StrA, StrB, SulII, TEM_1, TetA
34154_7_62 DASSIM38743795 ERR6057921 2018 This study Human Colonising ST35 O1v1 Very high KL30 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA AadA1, AmpH, CatB4, CTX_M_15, DfrA30, OqxA, OqxB, OXA_1, SHV_33, SulII, TEM_1
34154_7_63 DASSIM38743699 ERR6057922 2018 This study Human Colonising ST551 O1v1 Good KL10 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbN, wzm, wzt, ybdA Aac3_IIa, AmpH, CTX_M_15, DfrA14, OqxA, OqxB, SHV_172, StrA, StrB, SulII, TEM_1, TetA
34154_7_68 DASSIM38743700 ERR6057925 2018 This study Human Colonising ST1416 O12 Good KL59 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimC, fimG, fimH, hcp_tssD, mrkA, mrkB, mrkC, mrkD, mrkF, rcsA, rcsB, sciN_tssJ, tssF, vasE_tssK, ybdA AmpH, CTX_M_15, DfrA14, DfrA15, OKP_A_8, OqxA, OqxB, Qnr_S1, StrA, StrB, SulI, SulII, TEM_1, TetA
34154_7_69 DASSIM38743797 ERR6057926 2018 This study Human Colonising ST307 O2v2 Very high KL102 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_28, StrA, StrB, SulII, TEM_1, TetA
34154_7_70 DASSIM38743701 ERR6057927 2018 This study Human Colonising Novel O1v2 Very high KL108 Very high 0 0 0 0 0 0 1 acrA, acrB, cpsACP, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, iroE, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssG, ugd, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, yagZ_ecpA, ybdA AmpH, CTX_M_15, DfrA14, OqxA, OqxB, Qnr_S1, SHV_89, StrB, SulII, TEM_1, TetA
34154_7_74 DASSIM38743606 ERR6057929 2017 This study Human Colonising ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, AadA1_pm, AadA2, AmpH, Arr2, CmlA5, CTX_M_15, DfrA14, OqxA, OqxB, OXA_10, SHV_11, SulI, SulII, TEM_1, TetD
34154_7_75 DASSIM38743798 ERR6057930 2018 This study Human Colonising ST45 O2v1 Very high KL24 High 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac6Ib_cr, AadA16, AmpH, Arr3, CTX_M_15, DfrA14, DfrA27, OqxA, OqxB, Qnr_S1, SHV_27, StrA, StrB, SulI, SulII, TEM_135
34154_7_76 DASSIM38743702 ERR6057931 2017 This study Human Colonising ST392 O4 Very high KL27 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_67, StrA, StrB, SulII, TEM_1, TetA
34154_7_77 DASSIM38743799 ERR6057932 2018 This study Human Colonising ST34 O3b Very high KL111 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, iroE, KPHS_23120, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, yagZ_ecpA, ybdA Aac3_IId, AmpH, CatA2, CTX_M_15, DfrA30, OqxA, OqxB, SHV_26, SulII
34154_7_78 DASSIM38743703 ERR6057933 2017 This study Human Colonising ST736 O1v1 None KL107 None 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimC, fimH, galF, hcp_tssD, KPHS_23120, mrkA, mrkB, mrkC, mrkD, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA AmpH, CTX_M_15, DfrA14, OKP_B_4, OqxA, OqxB, Qnr_S1, StrA, StrB, SulII
34154_7_8 DASSIM38743589 ERR6057880 2017 This study Human Colonising ST1079 O1v2 Very high KL10 Very high 0 0 0 0 0 0 1 acrA, acrB, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IId, Aac6Ib_cr, AadA17, AadA2, AmpH, CatA2, CatB4, CTX_M_15, DfrA12, MphA, OqxA, OqxB, OXA_1, SHV_1, StrA, StrB, SulI, SulII, TEM_1, TetB
34154_7_80 DASSIM38743607 ERR6057934 2017 This study Human Colonising ST607 O1v1 Very high KL25 High 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA2, CTX_M_15, DfrA27, OqxA, OqxB, QnrB6, SHV_65, StrA, StrB, SulI, SulII, TEM_1, TetD
34154_7_83 DASSIM38743800 ERR6057936 2018 This study Human Colonising ST391 O1v2 Very high KL30 Very high 0 0 0 0 0 0 1 acrA, acrB, allA, allB, allC, allD, allR, allS, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IId, AmpH, CatA2, CTX_M_15, DfrA30, OqxA, OqxB, SHV_89, SulII, TEM_1
34154_7_84 DASSIM38743704 ERR6057937 2017 This study Human Colonising ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, AadA1_pm, AmpH, Arr2, CatA2, CmlA5, CTX_M_15, DfrA14, OqxA, OqxB, OXA_10, SHV_11, SulII, TEM_1
34154_7_86 DASSIM38743609 ERR6057938 2017 This study Human Colonising ST231 O1v2 Very high KL30 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, kfoC, manB, manC, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IId, Aac6Ib_cr, AadA16, AmpH, Arr3, CatA2, CTX_M_15, DfrA27, OqxA, OqxB, SHV_28, StrA, StrB, SulI, SulII, TEM_90, TetD
34154_7_87 DASSIM38743801 ERR6057939 2018 This study Human Colonising ST25 O1v2 Very high KL2 Very high 0 0 1 1 1 1 1 acrA, acrB, allA, allB, allC, allD, allR, allS, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroB, iroC, iroD, iroE, iroN, iucA, iucB, iucC, iucD, iutA, kfoC, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, rmpA, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, yagZ_ecpA, ybdA Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_89, StrA, StrB, SulII, TEM_1
34154_7_88 DASSIM38743705 ERR6057940 2017 This study Human Colonising ST34 O3b Very high KL111 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, iroE, KPHS_23120, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, yagZ_ecpA, ybdA Aac3_IId, AmpH, CTX_M_15, DfrA30, OqxA, OqxB, SHV_26, SulII, TEM_1
34154_7_89 DASSIM38743610 ERR6057941 2017 This study Human Colonising ST37 OL103 None KL12 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA AmpH, CTX_M_15, DfrA1, OqxA, OqxB, Qnr_S1, SHV_81, SulI, TEM_1, TetA
34154_7_90 DASSIM38743802 ERR6057942 2018 This study Human Colonising ST391 O1v2 Very high KL30 Very high 0 0 0 0 0 0 1 acrA, acrB, allA, allB, allC, allD, allR, allS, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA Aac3_IId, AmpH, CatA2, CTX_M_15, DfrA30, OqxA, OqxB, SHV_89, SulII, TEM_1
34154_7_91 DASSIM38743706 ERR6057943 2017 This study Human Colonising ST101 O1v2 Very high KL2 High 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, wbbM, wbbN, wbbO, wzm, wzt, ybdA AmpH, CTX_M_15, DfrA14, OqxA, OqxB, Qnr_S1, SHV_28, StrA, StrB, SulII, TEM_1, TetA
34154_7_94 DASSIM38743611 ERR6057944 2017 This study Human Colonising ST15 O1v1 Very high KL112 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, DfrA14, OqxA, OqxB, OXA_1, SHV_28, StrA, StrB, SulII, TEM_1, TetA
34154_7_95 DASSIM38743803 ERR6057945 2018 This study Human Colonising ST716 O2v1 Very high KL110 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX AmpH, CTX_M_15, DfrA14, OqxA, OqxB, Qnr_S1, SHV_27, StrA, StrB, SulII, TEM_1
34154_7_96 DASSIM38743707 ERR6057946 2017 This study Human Colonising ST2601 O4 Very high KL17 Very high 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA AmpH, DfrA14, OqxA, OqxB, SHV_89, StrA, StrB, SulII, TEM_1
34154_7_97 DASSIM38743804 ERR6057947 2018 This study Human Colonising ST5153 O3b Very high KL22 Low 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, iroE, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA Aac3_IIa, Aac6Ib_cr, AmpH, CatB4, CTX_M_15, OqxA, OqxB, OXA_1, SHV_89, StrB, SulII, TEM_1, TetA
34154_7_98 DASSIM38743708 ERR6057948 2018 This study Human Colonising ST101 O1v2 Very high KL2 High 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, wbbM, wbbN, wbbO, wzm, wzt, ybdA AmpH, CTX_M_15, DfrA14, OqxA, OqxB, Qnr_S1, SHV_28, StrA, StrB, SulII, TEM_1, TetA
22036_8_82 ERS1545129 ERR2397672 Unknown Cornick et al Human Invasive ST218 O2v2 Very high KL57 Very high 0 0 1 1 1 1 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroB, iroC, iroD, iroE, iroN, iucA, iucB, iucC, iucD, iutA, kfoC, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, rmpA, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
22072_1_101 ERS1530960 ERR2497242 Unknown Cornick et al Human Invasive ST372 O2v1 Very high KL43 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_102 ERS1530961 ERR2497243 Unknown Cornick et al Human Invasive ST372 O2v1 Very high KL43 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_103 ERS1530962 ERR2497244 Unknown Cornick et al Human Invasive ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_104 ERS1530963 ERR2497245 Unknown Cornick et al Human Invasive ST14 O1v1 Very high KL16 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_105 ERS1530964 ERR2497246 Unknown Cornick et al Human Invasive ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_106 ERS1530965 ERR2497247 Unknown Cornick et al Human Invasive ST702 O2v2 Very high KL109 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkI, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
22072_1_107 ERS1530966 ERR2497248 Unknown Cornick et al Human Invasive ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_108 ERS1530967 ERR2497249 Unknown Cornick et al Human Invasive Unknown O5 High KL68 Low 0 0 0 0 0 0 0 fimF NA
22072_1_110 ERS1530969 ERR2497251 Unknown Cornick et al Human Invasive ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acpC, acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_111 ERS1530970 ERR2497252 Unknown Cornick et al Human Invasive ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_112 ERS1530971 ERR2497253 Unknown Cornick et al Human Invasive ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_113 ERS1530972 ERR2497254 Unknown Cornick et al Human Invasive ST14 O1v1 Very high KL16 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_114 ERS1530973 ERR2497255 Unknown Cornick et al Human Invasive ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_117 ERS1530976 ERR2497258 Unknown Cornick et al Human Invasive ST985 O1v2 Very high KL39 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
22072_1_119 ERS1530978 ERR2497260 Unknown Cornick et al Human Invasive ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_120 ERS1530980 ERR2497261 Unknown Cornick et al Human Invasive ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_121 ERS1530981 ERR2497262 Unknown Cornick et al Human Invasive ST340 O4 Very high KL15 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_122 ERS1530982 ERR2497263 Unknown Cornick et al Human Invasive ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_123 ERS1530983 ERR2497264 Unknown Cornick et al Human Invasive ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_124 ERS1530984 ERR2497265 Unknown Cornick et al Human Invasive ST1208 O3/O3a Good KL16 Good 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, dotU_tssL, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimC, fimD, fimF, fimG, fimH, fimK, hcp_tssD, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkI, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, ybdA NA
22072_1_125 ERS1530985 ERR2497266 Unknown Cornick et al Human Invasive ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_126 ERS1530986 ERR2497267 Unknown Cornick et al Human Invasive ST391 O1v2 Very high KL30 Very high 1 0 0 0 0 0 1 acrA, acrB, allA, allB, allC, allD, allR, allS, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
22072_1_127 ERS1530987 ERR2497268 Unknown Cornick et al Human Invasive ST391 O1v2 Very high KL30 Good 1 0 0 0 0 0 1 acrA, acrB, allA, allB, allC, allD, allR, allS, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
22072_1_128 ERS1530988 ERR2497269 Unknown Cornick et al Human Invasive ST2439 O1v1 Very high KL3 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_129 ERS1530989 ERR2497270 Unknown Cornick et al Human Invasive ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_130 ERS1530990 ERR2497271 Unknown Cornick et al Human Invasive ST14 O1v1 Very high KL2 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_131 ERS1530992 ERR2497272 Unknown Cornick et al Human Invasive ST14 O1/O2v1 None KL2 None 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_132 ERS1530995 ERR2497273 Unknown Cornick et al Human Invasive ST14 O1v1 Very high KL2 High 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_134 ERS1530997 ERR2497275 Unknown Cornick et al Human Invasive ST14 O1v1 Very high KL2 High 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_135 ERS1530998 ERR2497276 Unknown Cornick et al Human Invasive ST17 O5 High KL25 High 0 0 0 0 0 0 1 acrA, acrB, cpsACP, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, iroE, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, ugd, ybdA NA
22072_1_136 ERS1531000 ERR2497277 Unknown Cornick et al Human Invasive ST2793 O2v2 Very high KL55 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
22072_1_137 ERS1531001 ERR2497278 Unknown Cornick et al Human Invasive ST17 O5 High KL25 High 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, gnd, hcp_tssD, iroE, irp1, irp2, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
22072_1_138 ERS1531002 ERR2497279 Unknown Cornick et al Human Invasive ST36 O2v2 Very high KL102 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
22072_1_139 ERS1531003 ERR2497280 Unknown Cornick et al Human Invasive ST14 O1v1 Very high KL2 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_140 ERS1531007 ERR2497281 Unknown Cornick et al Human Invasive ST2824 O3/O3a Very high KL55 High 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepC, fepD, fepG, fes, fimA, fimC, fimG, fimH, galF, gnd, hcp_tssD, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkJ, rcsB, sciN_tssJ, tssF, tssG, ugd, vipA_tssB, ybdA NA
22072_1_142 ERS1531009 ERR2497283 Unknown Cornick et al Human Invasive ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_143 ERS1531011 ERR2497284 Unknown Cornick et al Human Invasive ST268 O2v1 Very high KL20 Very high 1 1 1 1 0 1 1 acrA, acrB, clbA, clbB, clbC, clbD, clbE, clbF, clbG, clbH, clbI, clbJ, clbL, clbM, clbN, clbO, clbP, clbQ, clbS, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroB, iroC, iroD, iroE, iroN, irp1, irp2, iucA, iucB, iucC, iucD, iutA, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, rmpA, rmpA2, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
22072_1_144 ERS1531012 ERR2497285 Unknown Cornick et al Human Invasive ST70 O4 Very high KL15 Very high 0 0 1 0 0 1 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, hcp_tssD, icmF_tssM, iroE, iucA, iucB, iucC, iucD, iutA, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, vasE_tssK, vgrG_tssI, vipA_tssB, ybdA NA
22072_1_145 ERS1531014 ERR2497286 Unknown Cornick et al Human Invasive ST4 O1v1 Very high KL62 Good 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
22072_1_146 ERS1531015 ERR2497287 Unknown Cornick et al Human Invasive ST348 O1v1 Very high KL62 Very high 1 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
22072_1_147 ERS1531017 ERR2497288 Unknown Cornick et al Human Invasive ST14 O1/O2v1 Very high KL2 None 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_148 ERS1531018 ERR2497289 Unknown Cornick et al Human Invasive ST101 O1v1 Very high KL17 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_149 ERS1531019 ERR2497290 Unknown Cornick et al Human Invasive ST1552 O1/O2v1 Very high KL25 None 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
22072_1_150 ERS1531020 ERR2497291 Unknown Cornick et al Human Invasive ST25 O2v2 Very high KL2 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, kfoC, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
22072_1_151 ERS1531021 ERR2497292 Unknown Cornick et al Human Invasive ST268 O2v1 Very high KL20 Very high 1 1 1 1 1 1 1 acrA, acrB, clbA, clbB, clbC, clbD, clbE, clbF, clbG, clbH, clbI, clbK, clbL, clbM, clbN, clbO, clbP, clbQ, clbS, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroB, iroC, iroD, iroE, irp1, irp2, iucA, iucB, iucC, iucD, iutA, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, rmpA, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
22072_1_153 ERS1531024 ERR2497294 Unknown Cornick et al Human Invasive ST307 O2v2 Very high KL102 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
22072_1_154 ERS1531027 ERR2497295 Unknown Cornick et al Human Invasive ST307 O2v2 Very high KL102 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
22072_1_155 ERS1531028 ERR2497296 Unknown Cornick et al Human Invasive ST54 O3b Very high KL14 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, ugd, vasE_tssK, vipA_tssB, vipB_tssC, yagZ_ecpA, ybdA NA
22072_1_157 ERS1531033 ERR2497298 Unknown Cornick et al Human Invasive ST307 O2v2 Very high KL102 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
22072_1_159 ERS1531035 ERR2497300 Unknown Cornick et al Human Invasive Unknown O5 High KL68 Low 0 0 0 0 0 0 0 NA NA
22072_1_160 ERS1531036 ERR2497301 Unknown Cornick et al Human Invasive ST297 O1v1 Very high KL158 Very high 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_161 ERS1531037 ERR2497302 Unknown Cornick et al Human Invasive ST2144 O12 Good KL64 Good 0 0 0 0 0 0 1 acrA, acrB, allA, allB, allC, allD, allR, allS, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimC, fimF, fimG, galF, gnd, manC, rcsA, rcsB, ybdA NA
22072_1_162 ERS1531038 ERR2497303 Unknown Cornick et al Human Invasive ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_163 ERS1531039 ERR2497304 Unknown Cornick et al Human Invasive ST268 O2v1 Very high KL20 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
22072_1_164 ERS1531040 ERR2497305 Unknown Cornick et al Human Invasive ST874 O1v2 Very high KL45 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
22072_1_165 ERS1531041 ERR2497306 Unknown Cornick et al Human Invasive ST14 O1v1 Very high KL16 Very high 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_166 ERS1531042 ERR2497307 Unknown Cornick et al Human Invasive ST372 O2v1 Very high KL43 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_167 ERS1531043 ERR2497308 Unknown Cornick et al Human Invasive ST372 O2v1 Very high KL43 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_168 ERS1531044 ERR2497309 Unknown Cornick et al Human Invasive ST36 O2v1 Very high KL51 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
22072_1_169 ERS1531045 ERR2497310 Unknown Cornick et al Human Invasive ST499 OL102 None KL70 None 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_237 ERS1531126 ERR2497378 Unknown Cornick et al Human Invasive ST17 O3b Very high KL134 Very high 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, iroE, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA NA
22072_1_238 ERS1531127 ERR2497379 Unknown Cornick et al Human Invasive Unknown O5 None KL25 None 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
22072_1_239 ERS1531128 ERR2497380 Unknown Cornick et al Human Invasive ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_240 ERS1531129 ERR2497381 Unknown Cornick et al Human Invasive ST152 O4 Very high KL149 Very high 1 0 0 0 0 0 1 acrA, acrB, cpsACP, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, gnd, iroE, irp1, irp2, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
22072_1_241 ERS1531130 ERR2497382 Unknown Cornick et al Human Invasive ST218 O2v2 Very high KL57 High 0 0 1 1 1 1 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroB, iroC, iroD, iroE, iroN, iucA, iucB, iucC, iucD, iutA, kfoC, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, rmpA, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
22072_1_243 ERS1531132 ERR2497384 Unknown Cornick et al Human Invasive ST14 O1v1 Very high KL2 None 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_245 ERS1531134 ERR2497386 Unknown Cornick et al Human Invasive Unknown O1v1 Good KL145 Very high 0 0 0 0 0 0 0 fliJ NA
22072_1_246 ERS1531135 ERR2497387 Unknown Cornick et al Human Invasive ST4151 O3/O3a Good KL53 Very high 0 0 0 0 0 0 0 acrA, acrB, cpsACP, dotU_tssL, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimC, fimD, fimF, fimG, fimH, fimI, fimK, fyuA, gnd, hcp_tssD, irp1, irp2, manC, mrkA, mrkB, mrkC, mrkD, mrkF, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
22072_1_247 ERS1531136 ERR2497388 Unknown Cornick et al Human Invasive ST1799 O1v1 Very high KL16 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_248 ERS1531137 ERR2497389 Unknown Cornick et al Human Invasive ST499 OL102 None KL70 None 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_249 ERS1531138 ERR2497390 Unknown Cornick et al Human Invasive ST111 O1v2 Very high KL104 Good 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
22072_1_250 ERS1531140 ERR2497391 Unknown Cornick et al Human Invasive ST4314 O5 Very high KL165 Very high 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimC, fimD, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, KPHS_23120, manC, mrkA, mrkB, mrkC, mrkD, mrkH, mrkI, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_94 ERS1521635 ERR2497235 Unknown Cornick et al Human Invasive ST14 O1v1 Very high KL2 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_95 ERS1530953 ERR2497236 Unknown Cornick et al Human Invasive ST14 O1v1 Very high KL2 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_96 ERS1530954 ERR2497237 Unknown Cornick et al Human Invasive ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
22072_1_97 ERS1530955 ERR2497238 Unknown Cornick et al Human Invasive ST1801 O1v1 Good KL35 None 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_98 ERS1530956 ERR2497239 Unknown Cornick et al Human Invasive ST106 O1v1 Very high KL43 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
22072_1_99 ERS1530957 ERR2497240 Unknown Cornick et al Human Invasive ST372 O2v1 Very high KL43 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, wbbM, wbbN, wzm, wzt, ybdA NA
15966_8_21 ERS668986 ERR926371 2013 Musicha et al Human Invasive ST609 O1v1 Very high KL114 Very high 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
15966_8_57 ERS669023 ERR926407 1997 Musicha et al Human Invasive ST14 O1v1 Very high KL2 Very high 0 0 1 0 0 1 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, iucA, iucB, iucC, iucD, iutA, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
15966_8_86 ERS669059 ERR926436 2012 Musicha et al Human Invasive ST37 O3b Good KL14 High 1 0 0 0 0 0 0 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, gnd, hcp_tssD, iroE, irp1, irp2, kpsF, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, papI, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
15966_8_87 ERS669060 ERR926437 1996 Musicha et al Human Invasive ST17 O2v2 Very high KL122 Very high 0 0 1 0 0 1 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, hcp_tssD, iroE, iucA, iucB, iucC, iucD, iutA, kfoC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
15966_8_88 ERS669061 ERR926438 1999 Musicha et al Human Invasive ST1139 O3/O3a Good KL49 Low 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entB, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimC, fimD, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
15966_8_89 ERS669062 ERR926439 2011 Musicha et al Human Invasive ST4073 O1v1 Very high KL5 Good 0 0 0 0 0 0 0 acrA, acrB, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
15966_8_91 ERS669064 ERR926441 2014 Musicha et al Human Invasive ST348 O1v1 Very high KL62 Very high 1 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
15966_8_93 ERS669066 ERR926443 2012 Musicha et al Human Invasive ST106 O1v1 Very high KL43 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, wbbM, wbbN, wzm, wzt, ybdA NA
15966_8_95 ERS669068 ERR926445 2013 Musicha et al Human Invasive ST874 O1v2 Very high KL45 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
16228_1_11 ERS669081 ERR971957 2009 Musicha et al Human Colonising ST1907 O12 Very high KL132 High 0 0 0 0 0 0 0 acrA, acrB, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimC, fimD, fimG, fimH, galF, gnd, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, rcsA, rcsB, ugd, ybdA NA
16228_1_13 ERS669084 ERR971959 2004 Musicha et al Human Invasive ST14 O1v1 Very high KL2 Very high 0 0 1 0 0 1 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, iucA, iucB, iucC, iucD, iutA, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_14 ERS669085 ERR971960 1997 Musicha et al Human Invasive ST48 O1v1 Very high KL62 Good 0 0 1 0 0 1 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, iucA, iucB, iucC, iucD, iutA, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_15 ERS669086 ERR971961 1998 Musicha et al Human Invasive ST1425 OL101 Good KL118 None 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, galF, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA NA
16228_1_18 ERS669090 ERR971964 1998 Musicha et al Human Invasive ST664 O1v1 Very high KL62 Very high 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_19 ERS669099 ERR971965 2005 Musicha et al Human Invasive ST45 O2v1 Very high KL24 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
16228_1_2 ERS669070 ERR971948 2006 Musicha et al Human Invasive ST664 O1v1 Very high KL62 Good 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_21 ERS669103 ERR971967 2007 Musicha et al Human Invasive ST161 OL101 Good KL127 Good 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA NA
16228_1_23 ERS669113 ERR971969 2009 Musicha et al Human Invasive ST198 O1v1 Very high KL30 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_26 ERS669116 ERR971972 2008 Musicha et al Human Invasive ST4228 O1v1 Very high KL103 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_28 ERS669120 ERR971974 2009 Musicha et al Human Colonising ST101 O1v2 Very high KL106 Good 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, kfoC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
16228_1_29 ERS669123 ERR971975 2009 Musicha et al Human Colonising ST3119 O2v2 Good KL39 Good 0 0 0 0 0 0 1 acrA, acrB, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, iroE, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, ugd, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
16228_1_3 ERS669071 ERR971949 2007 Musicha et al Human Invasive ST478 O5 High KL125 High 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimC, fimE, fimF, fimG, fimH, fimI, fimK, galF, hcp_tssD, iroE, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA NA
16228_1_30 ERS669124 ERR971976 2009 Musicha et al Human Colonising ST14 O1v1 Very high KL2 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_31 ERS669126 ERR971977 2009 Musicha et al Human Colonising ST39 O1v2 Very high KL23 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
16228_1_32 ERS669127 ERR971978 2009 Musicha et al Human Colonising ST107 O1v1 Very high KL10 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, ugd, vasE_tssK, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
16228_1_34 ERS669131 ERR971980 2010 Musicha et al Human Invasive ST15 O1v1 Very high KL48 High 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_36 ERS669134 ERR971982 2011 Musicha et al Human Invasive ST14 O1v1 Very high KL2 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_38 ERS669141 ERR971984 2012 Musicha et al Human Invasive ST307 O2v2 Very high KL102 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
16228_1_39 ERS669143 ERR971985 2009 Musicha et al Human Invasive ST198 O1v1 Very high KL30 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_4 ERS669072 ERR971950 2014 Musicha et al Human Invasive ST1023 O3/O3a Very high KL20 High 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, dotU_tssL, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimC, fimD, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, ybdA NA
16228_1_40 ERS669145 ERR971986 2004 Musicha et al Human Invasive ST15 O1v1 Very high KL24 High 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_47 ERS669056 ERR971993 Unknown Musicha et al Human Colonising ST307 O2v2 Very high KL102 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
16228_1_5 ERS669073 ERR971951 2013 Musicha et al Human Invasive ST340 O4 Very high KL15 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, galF, hcp_tssD, icmF_tssM, impA_tssA, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, vasE_tssK, VFG048736, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
16228_1_50 ERS669078 ERR971996 2009 Musicha et al Human Colonising ST101 O1v1 Very high KL17 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_51 ERS669080 ERR971997 1997 Musicha et al Human Invasive ST48 O1v1 Very high KL62 High 1 0 1 0 0 1 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, irp1, irp2, iucA, iucB, iucC, iucD, iutA, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
16228_1_52 ERS669082 ERR971998 2000 Musicha et al Human Invasive ST73 O1v1 Very high KL25 High 1 0 1 0 0 1 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp2, iucA, iucB, iucC, iucD, iutA, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, rmpA2, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
16228_1_53 ERS669088 ERR971999 2006 Musicha et al Human Invasive ST297 O1v1 Very high KL10 Very high 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_54 ERS669091 ERR972000 2000 Musicha et al Human Invasive ST2558 O4 None KL107 None 0 0 0 0 0 0 0 acrA, acrB, allA, allB, allC, allD, allR, allS, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimD, fimG, fimH, galF, hcp_tssD, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, rcsA, rcsB, sciN_tssJ, tssF, tssG, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
16228_1_55 ERS669092 ERR972001 2004 Musicha et al Human Invasive ST3132 O1v1 Very high KL142 Good 0 0 0 0 0 0 1 acrA, acrB, cpsACP, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, ugd, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_56 ERS669093 ERR972002 1998 Musicha et al Human Invasive ST14 O1v1 Good KL2 Very high 0 0 1 0 0 1 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, iucA, iucB, iucC, iucD, iutA, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_57 ERS669094 ERR972003 2007 Musicha et al Human Invasive ST231 O1v2 Very high KL51 High 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, kfoC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
16228_1_58 ERS669095 ERR972004 2000 Musicha et al Human Invasive ST25 O1v2 Very high KL2 Very high 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
16228_1_59 ERS669096 ERR972005 2005 Musicha et al Human Invasive ST664 O1v1 Very high KL62 Very high 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_6 ERS669074 ERR971952 2006 Musicha et al Human Invasive ST101 O1v1 Very high KL17 Very high 1 0 0 0 0 0 1 acrA, acrB, afaA, afaE-I, chuA, chuS, chuT, chuU, chuV, chuW, chuX, chuY, clpV_tssH, cpsACP, daaF, dotU_tssL, draP, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, gspD, gspK, hcp_tssD, ibeA, iroD, iroE, irp1, irp2, iucA, iucB, iucC, iutA, kpsD, kpsE, kpsF, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, papI, papX, rcsA, rcsB, sat, sciN_tssJ, senB, tssF, tssG, ugd, vasE_tssK, wbbM, wbbN, wzm, wzt, yagW_ecpD, yagY_ecpB, yagZ_ecpA, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX, ykgK_ecpR NA
16228_1_61 ERS669098 ERR972007 1999 Musicha et al Human Invasive ST218 O2v2 Very high KL57 Very high 0 0 1 1 0 1 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroB, iroC, iroD, iroE, iucA, iucB, iucC, iucD, iutA, kfoC, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, rmpA, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
16228_1_63 ERS669102 ERR972009 2008 Musicha et al Human Invasive ST14 O1v1 Very high KL2 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_64 ERS669104 ERR972010 2004 Musicha et al Human Invasive ST268 O2v1 Very high KL20 Very high 1 1 1 1 0 1 1 acrA, acrB, clbA, clbB, clbC, clbD, clbE, clbF, clbG, clbH, clbI, clbK, clbL, clbM, clbN, clbO, clbP, clbQ, clbS, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroB, iroC, iroD, iroE, iroN, irp1, irp2, iucA, iucB, iucC, iucD, iutA, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, rmpA, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
16228_1_65 ERS669105 ERR972011 2005 Musicha et al Human Invasive ST560 O2v2 Very high KL9 Very high 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
16228_1_66 ERS669106 ERR972012 2008 Musicha et al Human Invasive ST4 O1v1 Very high KL13 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_67 ERS669108 ERR972013 2006 Musicha et al Human Invasive ST664 O1v2 Very high KL133 None 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
16228_1_68 ERS669109 ERR972014 2007 Musicha et al Human Invasive ST1128 OL104 Good KL107 None 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
16228_1_69 ERS669110 ERR972015 2006 Musicha et al Human Invasive ST34 O3b Very high KL111 Very high 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, ybdA NA
16228_1_7 ERS669075 ERR971953 1996 Musicha et al Human Invasive ST111 O1v2 Very high KL63 Very high 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
16228_1_70 ERS669111 ERR972016 1999 Musicha et al Human Invasive ST14 O1v1 Very high KL2 Very high 0 0 1 0 0 1 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, iucA, iucB, iucC, iucD, iutA, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_71 ERS669112 ERR972017 2005 Musicha et al Human Invasive ST14 O1v1 Very high KL2 Very high 0 0 1 0 0 1 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, iucA, iucB, iucC, iucD, iutA, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_72 ERS669117 ERR972018 2008 Musicha et al Human Invasive ST276 O2v2 Very high KL43 Good 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, kfoC, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
16228_1_73 ERS669118 ERR972019 2009 Musicha et al Human Invasive ST101 O1v1 Very high KL17 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_74 ERS669121 ERR972020 2009 Musicha et al Human Colonising ST15 O1v1 Very high KL24 Good 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
16228_1_75 ERS669122 ERR972021 2009 Musicha et al Human Colonising ST334 O5 High KL103 Very high 0 0 0 0 0 0 1 acrA, acrB, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fimA, fimC, fimF, fimG, galF, gnd, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, rcsA, rcsB, ugd, ybdA NA
16228_1_76 ERS669125 ERR972022 2009 Musicha et al Human Colonising ST1916 O1v1 Very high KL27 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroE, KPHS_23120, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_77 ERS669129 ERR972023 2006 Musicha et al Human Invasive ST268 O2v1 Very high KL20 Very high 1 1 1 1 0 1 1 acrA, acrB, clbA, clbB, clbC, clbD, clbE, clbF, clbG, clbH, clbI, clbJ, clbK, clbL, clbM, clbN, clbO, clbP, clbQ, clbS, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, icmF_tssM, iroB, iroC, iroD, iroE, iroN, irp1, irp2, iucA, iucB, iucC, iucD, iutA, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, rmpA, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
16228_1_78 ERS669130 ERR972024 2009 Musicha et al Human Invasive ST101 O1v1 Very high KL17 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_79 ERS669132 ERR972025 2011 Musicha et al Human Invasive ST14 O1v1 Very high KL2 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_8 ERS669076 ERR971954 2014 Musicha et al Human Invasive ST372 O2v1 Very high KL43 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_80 ERS669135 ERR972026 2006 Musicha et al Human Invasive ST14 O1v1 Very high KL2 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_81 ERS669136 ERR972027 2008 Musicha et al Human Invasive ST48 O1v1 Very high KL62 Good 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tli1, tssF, tssG, ugd, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
16228_1_82 ERS669137 ERR972028 2005 Musicha et al Human Invasive ST20 O1v1 Very high KL24 High 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkF, mrkH, mrkI, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_83 ERS669139 ERR972029 2010 Musicha et al Human Invasive ST218 O2v2 Very high KL57 Very high 0 0 1 1 0 1 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, icmF_tssM, iroB, iroC, iroD, iroE, iroN, iucA, iucB, iucC, iucD, iutA, kfoC, KPHS_23120, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, rmpA, sciN_tssJ, tli1, tssF, tssG, vasE_tssK, vgrG_tssI, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
16228_1_84 ERS669140 ERR972030 2009 Musicha et al Human Invasive ST14 O1v1 Very high KL16 Very high 0 0 0 0 0 0 1 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wzm, wzt, ybdA NA
16228_1_85 ERS669142 ERR972031 2012 Musicha et al Human Invasive ST896 O2v2 Very high KL3 Very high 1 0 0 0 0 0 1 acrA, acrB, clpV_tssH, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, fyuA, galF, glf, gnd, hcp_tssD, iroE, irp1, irp2, kfoC, manB, manC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA, ybtA, ybtE, ybtP, ybtQ, ybtS, ybtT, ybtU, ybtX NA
16228_1_9 ERS669077 ERR971955 2007 Musicha et al Human Invasive ST18 O2v2 Very high KL23 Very high 0 0 0 0 0 0 0 acrA, acrB, clpV_tssH, cpsACP, dotU_tssL, entA, entB, entC, entD, entE, entF, fepA, fepB, fepC, fepD, fepG, fes, fimA, fimB, fimC, fimD, fimE, fimF, fimG, fimH, fimI, fimK, galF, glf, gnd, hcp_tssD, iroE, kfoC, mrkA, mrkB, mrkC, mrkD, mrkF, mrkH, mrkI, mrkJ, rcsA, rcsB, sciN_tssJ, tssF, tssG, ugd, vasE_tssK, vipA_tssB, vipB_tssC, wbbM, wbbN, wbbO, wzm, wzt, ybdA NA
10026_1_50 ERS246996 ERR323219 Unknown Henson et al Human Invasive
1 NA NA
10026_1_53 ERS246999 ERR323222 Unknown Henson et al Human Invasive
1 NA NA
10026_1_56 ERS247002 ERR323225 Unknown Henson et al Human Invasive
1 NA NA
9776_6_10 ERS214292 ERR315112 Unknown Henson et al Human Invasive
0 NA NA
9776_6_13 ERS214295 ERR315115 Unknown Henson et al Human Invasive
0 NA NA
9776_6_16 ERS214298 ERR315118 Unknown Henson et al Human Invasive
1 NA NA
9776_6_19 ERS214301 ERR315121 Unknown Henson et al Human Invasive
0 NA NA
9776_6_21 ERS214303 ERR315123 Unknown Henson et al Human Invasive
0 NA NA
9776_6_24 ERS214306 ERR315126 Unknown Henson et al Human Invasive
0 NA NA
9776_6_27 ERS214309 ERR315129 Unknown Henson et al Human Invasive
0 NA NA
9776_6_3 ERS214285 ERR315105 Unknown Henson et al Human Invasive
1 NA NA
9776_6_32 ERS214314 ERR315134 Unknown Henson et al Human Invasive
1 NA NA
9776_6_35 ERS214317 ERR315137 Unknown Henson et al Human Invasive
1 NA NA
9776_6_38 ERS214320 ERR315140 Unknown Henson et al Human Invasive
1 NA NA
9776_6_40 ERS214322 ERR315142 Unknown Henson et al Human Invasive
1 NA NA
9776_6_43 ERS214325 ERR315145 Unknown Henson et al Human Invasive
1 NA NA
9776_6_46 ERS214328 ERR315148 Unknown Henson et al Human Invasive
1 NA NA
9776_6_49 ERS214331 ERR315151 Unknown Henson et al Human Invasive
1 NA NA
9776_6_51 ERS214333 ERR315153 Unknown Henson et al Human Invasive
0 NA NA
9776_6_54 ERS214336 ERR315156 Unknown Henson et al Human Invasive
0 NA NA
9776_6_57 ERS214339 ERR315159 Unknown Henson et al Human Invasive
1 NA NA
9776_6_6 ERS214288 ERR315108 Unknown Henson et al Human Invasive
1 NA NA
9776_6_62 ERS214344 ERR315164 Unknown Henson et al Human Invasive
1 NA NA
9776_6_65 ERS214347 ERR315167 Unknown Henson et al Human Invasive
1 NA NA
9776_6_68 ERS214350 ERR315170 Unknown Henson et al Human Invasive
1 NA NA
9776_6_70 ERS214352 ERR315172 Unknown Henson et al Human Invasive
1 NA NA
9776_6_73 ERS214355 ERR315175 Unknown Henson et al Human Invasive
1 NA NA
9776_6_76 ERS214358 ERR315178 Unknown Henson et al Human Invasive
1 NA NA
9776_6_79 ERS214361 ERR315181 Unknown Henson et al Human Invasive
1 NA NA
9776_6_84 ERS214366 ERR315186 Unknown Henson et al Human Invasive
1 NA NA
9776_6_87 ERS214369 ERR315189 Unknown Henson et al Human Invasive
1 NA NA
9776_6_9 ERS214291 ERR315111 Unknown Henson et al Human Invasive
1 NA NA
9776_6_92 ERS214374 ERR315194 Unknown Henson et al Human Invasive
1 NA NA
9776_6_95 ERS214377 ERR315197 Unknown Henson et al Human Invasive
1 NA NA
9870_4_11 ERS219111 ERR319508 Unknown Henson et al Human Invasive
1 NA NA
9870_4_14 ERS219114 ERR319511 Unknown Henson et al Human Invasive
1 NA NA
9870_4_17 ERS219117 ERR319514 Unknown Henson et al Human Invasive
0 NA NA
9870_4_2 ERS219102 ERR319499 Unknown Henson et al Human Invasive
0 NA NA
9870_4_22 ERS219122 ERR319519 Unknown Henson et al Human Invasive
1 NA NA
9870_4_25 ERS219125 ERR319522 Unknown Henson et al Human Invasive
1 NA NA
9870_4_28 ERS219128 ERR319525 Unknown Henson et al Human Invasive
1 NA NA
9870_4_30 ERS219130 ERR319527 Unknown Henson et al Human Invasive
0 NA NA
9870_4_33 ERS219133 ERR319530 Unknown Henson et al Human Invasive
0 NA NA
9870_4_36 ERS219136 ERR319533 Unknown Henson et al Human Invasive
0 NA NA
9870_4_39 ERS219139 ERR319536 Unknown Henson et al Human Invasive
0 NA NA
9870_4_41 ERS219141 ERR319538 Unknown Henson et al Human Invasive
1 NA NA
9870_4_44 ERS219144 ERR319541 Unknown Henson et al Human Invasive
0 NA NA
9870_4_47 ERS219147 ERR319544 Unknown Henson et al Human Invasive
0 NA NA
9870_4_5 ERS219105 ERR319502 Unknown Henson et al Human Invasive
0 NA NA
9870_4_52 ERS219152 ERR319549 Unknown Henson et al Human Invasive
0 NA NA
9870_4_55 ERS219155 ERR319552 Unknown Henson et al Human Invasive
0 NA NA
9870_4_58 ERS219158 ERR319555 Unknown Henson et al Human Invasive
1 NA NA
9870_4_60 ERS219160 ERR319557 Unknown Henson et al Human Invasive
0 NA NA
9870_4_63 ERS219100 ERR319560 Unknown Henson et al Human Invasive
1 NA NA
9870_4_66 ERS219165 ERR319563 Unknown Henson et al Human Invasive
1 NA NA
9870_4_69 ERS219168 ERR319566 Unknown Henson et al Human Invasive
0 NA NA
9870_4_71 ERS219170 ERR319568 Unknown Henson et al Human Invasive
0 NA NA
9870_4_74 ERS219173 ERR319571 Unknown Henson et al Human Invasive
1 NA NA
9870_4_77 ERS219176 ERR319574 Unknown Henson et al Human Invasive
1 NA NA
9870_4_8 ERS219108 ERR319505 Unknown Henson et al Human Invasive
1 NA NA
9870_4_82 ERS219181 ERR319579 Unknown Henson et al Human Invasive
1 NA NA
9870_4_85 ERS219184 ERR319582 Unknown Henson et al Human Invasive
1 NA NA
9870_4_88 ERS219187 ERR319585 Unknown Henson et al Human Invasive
1 NA NA
9870_4_90 ERS219189 ERR319587 Unknown Henson et al Human Invasive
1 NA NA
9870_4_93 ERS219192 ERR319590 Unknown Henson et al Human Invasive
1 NA NA
5150_1_10 ERS005750 ERR024818 2001 Holt et al Human Invasive
1 NA NA
5150_1_11 ERS005751 ERR024819 2001 Holt et al Human Invasive
0 NA NA
5150_1_2 ERS005742 ERR024821 2001 Holt et al Human Invasive
0 NA NA
5150_1_3 ERS005743 ERR024822 2001 Holt et al Human Invasive
1 NA NA
5150_1_4 ERS005744 ERR024823 2001 Holt et al Human Invasive
1 NA NA
5150_1_5 ERS005745 ERR024824 2001 Holt et al Human Invasive
0 NA NA
5150_1_7 ERS005747 ERR024826 2001 Holt et al Human Invasive
0 NA NA
5150_1_8 ERS005748 ERR024827 2001 Holt et al Human Invasive
0 NA NA
5150_1_9 ERS005749 ERR024828 2001 Holt et al Human Invasive
0 NA NA
5150_2_1 ERS005752 ERR024830 2001 Holt et al Human Invasive
1 NA NA
5150_2_10 ERS005762 ERR024831 2002 Holt et al Human Invasive
0 NA NA
5150_2_11 ERS005763 ERR024832 2002 Holt et al Human Invasive
0 NA NA
5150_2_2 ERS005754 ERR024834 2002 Holt et al Human Invasive
0 NA NA
5150_2_3 ERS005756 ERR024835 2002 Holt et al Human Invasive
0 NA NA
5150_2_4 ERS005755 ERR024836 2002 Holt et al Human Invasive
1 NA NA
5150_2_5 ERS005757 ERR024837 2001 Holt et al Human Invasive
1 NA NA
5150_2_6 ERS005758 ERR024838 2001 Holt et al Human Invasive
1 NA NA
5150_2_7 ERS005759 ERR024839 2002 Holt et al Human Invasive
1 NA NA
5150_2_8 ERS005760 ERR024840 2002 Holt et al Human Invasive
0 NA NA
5150_3_1 ERS005765 ERR024843 2002 Holt et al Human Invasive
0 NA NA
5150_3_10 ERS005774 ERR024844 2002 Holt et al Human Invasive
0 NA NA
5150_3_11 ERS005775 ERR024845 2002 Holt et al Human Invasive
0 NA NA
5150_3_2 ERS005766 ERR024847 2002 Holt et al Human Invasive
0 NA NA
5150_3_3 ERS005767 ERR024848 2002 Holt et al Human Invasive
0 NA NA
5150_3_5 ERS005768 ERR024850 2002 Holt et al Human Invasive
1 NA NA
5150_3_6 ERS005770 ERR024851 2002 Holt et al Human Invasive
1 NA NA
5150_3_8 ERS005771 ERR024853 2002 Holt et al Human Invasive
0 NA NA
5150_3_9 ERS005773 ERR024854 2002 Holt et al Human Invasive
1 NA NA
5150_5_1 ERS005777 ERR025098 2002 Holt et al Human Invasive
0 NA NA
5150_5_10 ERS005786 ERR025099 2002 Holt et al Human Invasive
1 NA NA
5150_5_11 ERS005787 ERR025100 2002 Holt et al Human Invasive
1 NA NA
5150_5_2 ERS005778 ERR025102 2002 Holt et al Human Invasive
0 NA NA
5150_5_3 ERS005779 ERR025103 2002 Holt et al Human Invasive
0 NA NA
5150_5_4 ERS005780 ERR025104 2002 Holt et al Human Invasive
1 NA NA
5150_5_5 ERS005781 ERR025105 2002 Holt et al Human Invasive
0 NA NA
5150_5_7 ERS005783 ERR025107 2002 Holt et al Human Invasive
0 NA NA
5150_5_8 ERS005784 ERR025108 2002 Holt et al Human Invasive
1 NA NA
5150_5_9 ERS005785 ERR025109 2002 Holt et al Human Invasive
0 NA NA
5151_2_1 ERS011914 ERR025111 2002 Holt et al Human Invasive
0 NA NA
5151_2_10 ERS011923 ERR025112 2008 Holt et al Human Invasive
1 NA NA
5151_2_11 ERS011924 ERR025113 2006 Holt et al Animal Unknown
0 NA NA
5151_2_12 ERS011925 ERR025114 2006 Holt et al Animal Unknown
0 NA NA
5151_2_2 ERS011915 ERR025115 2003 Holt et al Human Invasive
0 NA NA
5151_2_3 ERS011916 ERR025116 2004 Holt et al Human Invasive
0 NA NA
5151_2_4 ERS011917 ERR025117 2005 Holt et al Human Invasive
0 NA NA
5151_2_5 ERS011918 ERR025118 2004 Holt et al Human Invasive
1 NA NA
5151_2_6 ERS011919 ERR025119 2004 Holt et al Human Invasive
1 NA NA
5151_2_7 ERS011920 ERR025120 2006 Holt et al Animal Unknown
0 NA NA
5151_2_8 ERS011921 ERR025121 2008 Holt et al Human Invasive
1 NA NA
5151_2_9 ERS011922 ERR025122 2008 Holt et al Environmental Unknown
0 NA NA
5151_3_1 ERS011926 ERR025124 2006 Holt et al Animal Unknown
0 NA NA
5151_3_10 ERS011935 ERR025125 2005 Holt et al Animal Unknown
0 NA NA
5151_3_2 ERS011927 ERR025128 2006 Holt et al Animal Unknown
0 NA NA
5151_3_8 ERS011933 ERR025134 2005 Holt et al Animal Unknown
0 NA NA
5151_3_9 ERS011934 ERR025135 2005 Holt et al Animal Unknown
1 NA NA
5151_5_1 ERS011938 ERR025137 2005 Holt et al Animal Unknown
0 NA NA
5151_5_10 ERS011947 ERR025138 2006 Holt et al Animal Unknown
0 NA NA
5151_5_11 ERS011948 ERR025139 2006 Holt et al Animal Unknown
0 NA NA
5151_5_12 ERS011949 ERR025140 2006 Holt et al Human Invasive
0 NA NA
5151_5_2 ERS011939 ERR025141 2005 Holt et al Animal Unknown
0 NA NA
5151_5_3 ERS011940 ERR025142 2005 Holt et al Animal Unknown
0 NA NA
5151_5_4 ERS011941 ERR025143 2005 Holt et al Animal Unknown
0 NA NA
5151_5_5 ERS011942 ERR025144 2005 Holt et al Animal Unknown
0 NA NA
5151_5_6 ERS011943 ERR025145 2006 Holt et al Animal Unknown
0 NA NA
5151_5_7 ERS011944 ERR025146 2006 Holt et al Animal Unknown
0 NA NA
5151_5_8 ERS011945 ERR025147 2006 Holt et al Animal Unknown
0 NA NA
5151_5_9 ERS011946 ERR025148 2006 Holt et al Animal Unknown
0 NA NA
5151_6_1 ERS011950 ERR025150 2005 Holt et al Animal Unknown
0 NA NA
5151_6_10 ERS011959 ERR025151 2005 Holt et al Environmental Unknown
1 NA NA
5151_6_11 ERS011960 ERR025152 2005 Holt et al Environmental Unknown
1 NA NA
5151_6_12 ERS011961 ERR025153 2005 Holt et al Animal Unknown
0 NA NA
5151_6_2 ERS011951 ERR025154 2005 Holt et al Animal Unknown
1 NA NA
5151_6_3 ERS011952 ERR025155 2005 Holt et al Animal Unknown
1 NA NA
5151_6_4 ERS011953 ERR025156 2005 Holt et al Animal Unknown
1 NA NA
5151_6_5 ERS011954 ERR025157 2005 Holt et al Animal Unknown
0 NA NA
5151_6_6 ERS011955 ERR025158 2005 Holt et al Animal Unknown
0 NA NA
5151_6_7 ERS011956 ERR025159 2005 Holt et al Animal Unknown
0 NA NA
5151_6_8 ERS011957 ERR025160 2005 Holt et al Animal Unknown
0 NA NA
5151_6_9 ERS011958 ERR025161 2005 Holt et al Environmental Unknown
1 NA NA
5193_1_1 ERS011794 ERR025462 2008 Holt et al Human Invasive
1 NA NA
5193_1_10 ERS011803 ERR025463 2008 Holt et al Human Invasive
0 NA NA
5193_1_11 ERS011804 ERR025464 2008 Holt et al Human Invasive
1 NA NA
5193_1_12 ERS011805 ERR025465 2003 Holt et al Human Invasive
1 NA NA
5193_1_4 ERS011797 ERR025468 2007 Holt et al Human Invasive
0 NA NA
5193_1_5 ERS011798 ERR025469 2009 Holt et al Human Invasive
1 NA NA
5193_1_6 ERS011799 ERR025470 2007 Holt et al Human Invasive
0 NA NA
5193_1_7 ERS011800 ERR025471 2006 Holt et al Animal Unknown
0 NA NA
5193_1_8 ERS011801 ERR025472 2009 Holt et al Human Invasive
0 NA NA
5193_1_9 ERS011802 ERR025473 2008 Holt et al Human Invasive
1 NA NA
5193_2_1 ERS011806 ERR025475 2004 Holt et al Human Invasive
1 NA NA
5193_2_10 ERS011815 ERR025476 2004 Holt et al Human Colonising
0 NA NA
5193_2_11 ERS011816 ERR025477 2004 Holt et al Human Colonising
1 NA NA
5193_2_12 ERS011817 ERR025478 2004 Holt et al Human Colonising
1 NA NA
5193_2_2 ERS011807 ERR025479 2007 Holt et al Human Invasive
1 NA NA
5193_2_3 ERS011808 ERR025480 2007 Holt et al Human Invasive
1 NA NA
5193_2_4 ERS011809 ERR025481 2009 Holt et al Human Invasive
1 NA NA
5193_2_5 ERS011810 ERR025482 2007 Holt et al Human Invasive
1 NA NA
5193_2_6 ERS011811 ERR025483 2007 Holt et al Human Invasive
1 NA NA
5193_2_7 ERS011812 ERR025484 2006 Holt et al Animal Unknown
0 NA NA
5193_2_8 ERS011813 ERR025485 2004 Holt et al Human Colonising
1 NA NA
5193_2_9 ERS011814 ERR025486 2004 Holt et al Human Colonising
1 NA NA
5193_3_1 ERS011830 ERR025488 2005 Holt et al Human Colonising
1 NA NA
5193_3_10 ERS011839 ERR025489 2005 Holt et al Human Colonising
0 NA NA
5193_3_11 ERS011840 ERR025490 2005 Holt et al Human Colonising
0 NA NA
5193_3_12 ERS011841 ERR025491 2005 Holt et al Human Colonising
0 NA NA
5193_3_4 ERS011833 ERR025494 2005 Holt et al Human Colonising
1 NA NA
5193_3_5 ERS011834 ERR025495 2005 Holt et al Human Colonising
1 NA NA
5193_3_6 ERS011835 ERR025496 2005 Holt et al Human Colonising
0 NA NA
5193_3_7 ERS011836 ERR025497 2005 Holt et al Human Colonising
1 NA NA
5193_3_8 ERS011837 ERR025498 2005 Holt et al Human Colonising
0 NA NA
5193_3_9 ERS011838 ERR025499 2005 Holt et al Human Colonising
0 NA NA
5193_5_1 ERS011842 ERR025501 2005 Holt et al Human Colonising
1 NA NA
5193_5_10 ERS011851 ERR025502 2006 Holt et al Human Colonising
1 NA NA
5193_5_11 ERS011852 ERR025503 2006 Holt et al Human Colonising
0 NA NA
5193_5_12 ERS011853 ERR025504 2006 Holt et al Human Colonising
1 NA NA
5193_5_2 ERS011843 ERR025505 2007 Holt et al Human Colonising
0 NA NA
5193_5_4 ERS011845 ERR025507 2007 Holt et al Human Colonising
0 NA NA
5193_5_6 ERS011847 ERR025509 2007 Holt et al Human Colonising
1 NA NA
5193_5_7 ERS011848 ERR025510 2006 Holt et al Animal Unknown
0 NA NA
5193_5_8 ERS011849 ERR025511 2006 Holt et al Human Colonising
0 NA NA
5193_5_9 ERS011850 ERR025512 2006 Holt et al Human Colonising
1 NA NA
5193_6_1 ERS011854 ERR025514 2006 Holt et al Human Colonising
1 NA NA
5193_6_10 ERS011863 ERR025515 2008 Holt et al Human Invasive
0 NA NA
5193_6_11 ERS011864 ERR025516 2008 Holt et al Animal Unknown
0 NA NA
5193_6_12 ERS011865 ERR025517 2008 Holt et al Animal Unknown
0 NA NA
5193_6_2 ERS011855 ERR025518 2006 Holt et al Human Colonising
1 NA NA
5193_6_3 ERS011856 ERR025519 2006 Holt et al Human Colonising
0 NA NA
5193_6_4 ERS011857 ERR025520 2006 Holt et al Human Colonising
1 NA NA
5193_6_5 ERS011858 ERR025521 2006 Holt et al Animal Unknown
0 NA NA
5193_6_6 ERS011859 ERR025522 2008 Holt et al Animal Unknown
0 NA NA
5193_6_7 ERS011860 ERR025523 2006 Holt et al Animal Unknown
1 NA NA
5193_6_8 ERS011861 ERR025524 2008 Holt et al Animal Unknown
0 NA NA
5193_6_9 ERS011862 ERR025525 2009 Holt et al Animal Unknown
0 NA NA
5193_7_1 ERS011878 ERR025527 2008 Holt et al Human Invasive
1 NA NA
5193_7_10 ERS011887 ERR025528 2003 Holt et al Human Invasive
1 NA NA
5193_7_2 ERS011879 ERR025531 2009 Holt et al Human Invasive
1 NA NA
5193_7_3 ERS011880 ERR025532 2009 Holt et al Human Invasive
0 NA NA
5193_7_5 ERS011882 ERR025534 2000 Holt et al Human Invasive
1 NA NA
5193_7_6 ERS011883 ERR025535 2002 Holt et al Human Invasive
0 NA NA
5193_7_7 ERS011884 ERR025536 2006 Holt et al Animal Unknown
0 NA NA
5193_7_8 ERS011885 ERR025537 2002 Holt et al Human Invasive
0 NA NA
5193_7_9 ERS011886 ERR025538 2003 Holt et al Human Invasive
0 NA NA
5193_8_1 ERS011902 ERR025540 2004 Holt et al Human Invasive
0 NA NA
5193_8_10 ERS011911 ERR025541 2005 Holt et al Human Invasive
1 NA NA
5193_8_11 ERS011912 ERR025542 2001 Holt et al Human Invasive
0 NA NA
5193_8_12 ERS011913 ERR025543 2002 Holt et al Human Invasive
0 NA NA
5193_8_2 ERS011903 ERR025544 1996 Holt et al Human Invasive
1 NA NA
5193_8_3 ERS011904 ERR025545 2004 Holt et al Human Invasive
0 NA NA
5193_8_4 ERS011905 ERR025546 2005 Holt et al Human Invasive
1 NA NA
5193_8_5 ERS011906 ERR025547 2005 Holt et al Human Colonising
0 NA NA
5193_8_6 ERS011907 ERR025548 2004 Holt et al Human Invasive
1 NA NA
5193_8_7 ERS011908 ERR025549 2006 Holt et al Animal Unknown
0 NA NA
5193_8_8 ERS011909 ERR025550 2005 Holt et al Human Colonising
1 NA NA
5193_8_9 ERS011910 ERR025551 2005 Holt et al Human Invasive
1 NA NA
5197_2_1 ERS011818 ERR025553 2004 Holt et al Human Colonising
1 NA NA
5197_2_10 ERS011827 ERR025554 2005 Holt et al Human Colonising
1 NA NA
5197_2_11 ERS011828 ERR025555 2005 Holt et al Human Colonising
1 NA NA
5197_2_12 ERS011829 ERR025556 2005 Holt et al Human Colonising
1 NA NA
5197_2_2 ERS011819 ERR025557 2004 Holt et al Human Colonising
0 NA NA
5197_2_3 ERS011820 ERR025558 2004 Holt et al Human Colonising
1 NA NA
5197_2_4 ERS011821 ERR025559 2005 Holt et al Human Colonising
1 NA NA
5197_2_5 ERS011822 ERR025560 2005 Holt et al Human Colonising
1 NA NA
5197_2_6 ERS011823 ERR025561 2005 Holt et al Human Colonising
1 NA NA
5197_2_7 ERS011825 ERR025562 2006 Holt et al Animal Unknown
0 NA NA
5197_2_8 ERS011824 ERR025563 2005 Holt et al Human Colonising
0 NA NA
5197_2_9 ERS011826 ERR025564 2005 Holt et al Human Colonising
1 NA NA
5197_7_1 ERS011866 ERR025566 2006 Holt et al Human Invasive
0 NA NA
5197_7_2 ERS011867 ERR025570 2007 Holt et al Human Invasive
1 NA NA
5197_7_3 ERS011868 ERR025571 2008 Holt et al Human Invasive
0 NA NA
5197_7_4 ERS011869 ERR025572 2007 Holt et al Human Invasive
1 NA NA
5197_7_5 ERS011870 ERR025573 2009 Holt et al Human Invasive
0 NA NA
5197_7_6 ERS011871 ERR025574 2009 Holt et al Human Invasive
1 NA NA
5197_7_7 ERS011872 ERR025575 2006 Holt et al Animal Unknown
0 NA NA
5197_7_8 ERS011873 ERR025576 2009 Holt et al Human Invasive
0 NA NA
5197_8_11 ERS011900 ERR025581 Unknown Holt et al Human Invasive
1 NA NA
5197_8_2 ERS011891 ERR025583 2005 Holt et al Human Invasive
0 NA NA
5197_8_3 ERS011892 ERR025584 2006 Holt et al Human Invasive
0 NA NA
5197_8_4 ERS011893 ERR025585 2006 Holt et al Human Invasive
0 NA NA
5197_8_5 ERS011894 ERR025586 2007 Holt et al Human Invasive
0 NA NA
5197_8_6 ERS011895 ERR025587 2007 Holt et al Human Invasive
0 NA NA
5197_8_7 ERS011896 ERR025588 2006 Holt et al Animal Unknown
0 NA NA
5197_8_8 ERS011897 ERR025589 2008 Holt et al Human Invasive
1 NA NA
5235_1_10 ERS011983 ERR025593 2007 Holt et al Human Unknown
0 NA NA
5235_1_11 ERS011984 ERR025594 2007 Holt et al Human Colonising
0 NA NA
5235_1_2 ERS011975 ERR025596 2007 Holt et al Human Invasive
0 NA NA
5235_1_3 ERS011976 ERR025597 2007 Holt et al Human Invasive
0 NA NA
5235_1_4 ERS011977 ERR025598 2007 Holt et al Human Invasive
0 NA NA
5235_1_5 ERS011978 ERR025599 2007 Holt et al Human Invasive
0 NA NA
5235_1_6 ERS011979 ERR025600 2007 Holt et al Human Invasive
0 NA NA
5235_1_7 ERS011980 ERR025601 2007 Holt et al Human Colonising
0 NA NA
5235_1_8 ERS011981 ERR025602 2007 Holt et al Human Unknown
0 NA NA
5235_1_9 ERS011982 ERR025603 2007 Holt et al Human Unknown
0 NA NA
5235_2_1 ERS011986 ERR025605 2007 Holt et al Human Unknown
0 NA NA
5235_2_11 ERS011996 ERR025607 2005 Holt et al Environmental Unknown
1 NA NA
5235_2_12 ERS011997 ERR025608 2005 Holt et al Environmental Unknown
0 NA NA
5235_2_2 ERS011987 ERR025609 2007 Holt et al Human Colonising
1 NA NA
5235_2_3 ERS011988 ERR025610 2007 Holt et al Human Colonising
0 NA NA
5235_2_4 ERS011989 ERR025611 2007 Holt et al Human Unknown
0 NA NA
5235_2_5 ERS011990 ERR025612 2007 Holt et al Human Unknown
0 NA NA
5235_2_6 ERS011991 ERR025613 2005 Holt et al Animal Unknown
0 NA NA
5235_2_7 ERS011992 ERR025614 2005 Holt et al Environmental Unknown
0 NA NA
5235_2_8 ERS011993 ERR025615 2007 Holt et al Animal Unknown
0 NA NA
5235_3_1 ERS011998 ERR025618 2007 Holt et al Animal Unknown
0 NA NA
5235_3_11 ERS012008 ERR025620 2006 Holt et al Animal Unknown
0 NA NA
5235_3_12 ERS012009 ERR025621 2006 Holt et al Animal Unknown
0 NA NA
5235_3_2 ERS011999 ERR025622 2007 Holt et al Animal Unknown
0 NA NA
5235_3_4 ERS012001 ERR025624 2007 Holt et al Animal Unknown
1 NA NA
5235_3_5 ERS012002 ERR025625 2006 Holt et al Human Invasive
0 NA NA
5235_3_7 ERS012004 ERR025627 2007 Holt et al Animal Unknown
0 NA NA
5235_3_8 ERS012005 ERR025628 2006 Holt et al Human Invasive
0 NA NA
5235_5_11 ERS012020 ERR025633 2009 Holt et al Human Invasive
0 NA NA
5235_5_2 ERS012011 ERR025635 2009 Holt et al Human Invasive
0 NA NA
5235_5_3 ERS012012 ERR025636 2009 Holt et al Human Invasive
1 NA NA
5235_5_5 ERS012014 ERR025638 2009 Holt et al Human Invasive
0 NA NA
5235_5_8 ERS012017 ERR025641 2009 Holt et al Human Invasive
1 NA NA
5235_6_1 ERS012022 ERR025644 2009 Holt et al Human Invasive
0 NA NA
5235_6_10 ERS012031 ERR025645 2009 Holt et al Human Invasive
1 NA NA
5235_6_11 ERS012032 ERR025646 2005 Holt et al Human Invasive
1 NA NA
5235_6_12 ERS012033 ERR025647 2005 Holt et al Human Invasive
1 NA NA
5235_6_2 ERS012023 ERR025648 2009 Holt et al Human Invasive
1 NA NA
5235_6_3 ERS012024 ERR025649 2009 Holt et al Human Invasive
0 NA NA
5235_6_5 ERS012026 ERR025651 2008 Holt et al Human Unknown
0 NA NA
5235_6_6 ERS012027 ERR025652 2009 Holt et al Human Invasive
0 NA NA
5235_6_8 ERS012029 ERR025654 2008 Holt et al Human Invasive
0 NA NA
5235_6_9 ERS012030 ERR025655 2009 Holt et al Human Invasive
0 NA NA
5235_7_1 ERS012034 ERR025657 2005 Holt et al Human Unknown
0 NA NA
5235_7_10 ERS012043 ERR025658 2005 Holt et al Human Invasive
0 NA NA
5235_7_11 ERS012044 ERR025659 2005 Holt et al Human Invasive
0 NA NA
5235_7_12 ERS012045 ERR025660 2005 Holt et al Human Invasive
1 NA NA
5235_7_2 ERS012035 ERR025661 2005 Holt et al Human Unknown
1 NA NA
5235_7_3 ERS012036 ERR025662 2005 Holt et al Human Unknown
1 NA NA
5235_7_4 ERS012037 ERR025663 2005 Holt et al Human Invasive
1 NA NA
5235_7_5 ERS012038 ERR025664 2005 Holt et al Human Invasive
1 NA NA
5235_7_8 ERS012041 ERR025667 2005 Holt et al Human Invasive
1 NA NA
5235_7_9 ERS012042 ERR025668 2005 Holt et al Human Invasive
0 NA NA
5235_8_10 ERS011792 ERR025671 2008 Holt et al Human Invasive
0 NA NA
5235_8_2 ERS011784 ERR025673 2008 Holt et al Human Invasive
0 NA NA
5235_8_3 ERS011785 ERR025674 2008 Holt et al Human Invasive
1 NA NA
5235_8_4 ERS011786 ERR025675 2008 Holt et al Human Invasive
0 NA NA
5235_8_5 ERS011787 ERR025676 2008 Holt et al Human Invasive
0 NA NA
5235_8_6 ERS011788 ERR025677 2008 Holt et al Human Invasive
0 NA NA
5235_8_7 ERS011789 ERR025678 2006 Holt et al Animal Unknown
0 NA NA
5235_8_8 ERS011790 ERR025679 2007 Holt et al Human Invasive
1 NA NA
5235_8_9 ERS011791 ERR025680 2009 Holt et al Human Unknown
1 NA NA
5299_1_1 ERS011962 ERR025979 2006 Holt et al Animal Unknown
0 NA NA
5299_1_10 ERS011971 ERR025980 2007 Holt et al Human Invasive
0 NA NA
5299_1_11 ERS011972 ERR025981 2007 Holt et al Human Invasive
0 NA NA
5299_1_12 ERS011973 ERR025982 2007 Holt et al Human Invasive
0 NA NA
5299_1_2 ERS011963 ERR025983 2006 Holt et al Animal Unknown
0 NA NA
5299_1_3 ERS011964 ERR025984 2006 Holt et al Animal Unknown
0 NA NA
5299_1_4 ERS011965 ERR025985 2006 Holt et al Animal Unknown
0 NA NA
5299_1_7 ERS011968 ERR025988 2007 Holt et al Human Invasive
1 NA NA
5299_1_8 ERS011969 ERR025989 2007 Holt et al Human Invasive
0 NA NA
5299_1_9 ERS011970 ERR025990 2007 Holt et al Human Invasive
1 NA NA
5299_7_1 ERS012046 ERR025992 2005 Holt et al Human Invasive
0 NA NA
5299_7_10 ERS012055 ERR025993 2009 Holt et al Animal Unknown
1 NA NA
5299_7_2 ERS012047 ERR025994 2005 Holt et al Human Invasive
0 NA NA
5299_7_3 ERS012048 ERR025995 2005 Holt et al Human Invasive
1 NA NA
5299_7_4 ERS012049 ERR025996 2005 Holt et al Human Invasive
1 NA NA
5299_7_5 ERS012050 ERR025997 2005 Holt et al Human Invasive
1 NA NA
5299_7_6 ERS012051 ERR025998 2005 Holt et al Human Invasive
1 NA NA
5299_7_7 ERS012052 ERR025999 2006 Holt et al Animal Unknown
0 NA NA
5299_7_8 ERS012053 ERR026000 2005 Holt et al Human Unknown
0 NA NA
5299_7_9 ERS012054 ERR026001 2005 Holt et al Human Invasive
1 NA NA


if (write_figs) {

  write.csv(metadata_table,
            here("tables/kleb-genomics/metadata_table.csv"),
            row.names = FALSE
  )
  
  }

Reproducability, session info


sessionInfo()
#> R version 4.3.1 (2023-06-16)
#> Platform: aarch64-apple-darwin20 (64-bit)
#> Running under: macOS Sonoma 14.0
#> 
#> Matrix products: default
#> BLAS:   /Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/lib/libRblas.0.dylib 
#> LAPACK: /Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/lib/libRlapack.dylib;  LAPACK version 3.11.0
#> 
#> locale:
#> [1] en_GB.UTF-8/en_GB.UTF-8/en_GB.UTF-8/C/en_GB.UTF-8/en_GB.UTF-8
#> 
#> time zone: Europe/London
#> tzcode source: internal
#> 
#> attached base packages:
#> [1] stats     graphics  grDevices utils     datasets  methods   base     
#> 
#> other attached packages:
#>  [1] vegan_2.6-4        lattice_0.21-8     permute_0.9-7      ggnewscale_0.4.9  
#>  [5] stringr_1.5.0      blantyreESBL_1.4.1 ggplotify_0.1.2    pheatmap_1.0.12   
#>  [9] viridis_0.6.4      viridisLite_0.4.2  scales_1.2.1       patchwork_1.1.3   
#> [13] kableExtra_1.3.4   here_1.0.1         tidyr_1.3.0        forcats_1.0.0     
#> [17] dplyr_1.1.3        ggpubr_0.6.0       ggplot2_3.4.3      cowplot_1.1.1     
#> [21] ggtree_3.9.1       phytools_1.9-16    maps_3.4.1         ape_5.7-1         
#> [25] rstatix_0.7.2      tidytree_0.4.5    
#> 
#> loaded via a namespace (and not attached):
#>  [1] mnormt_2.1.1            gridExtra_2.3           phangorn_2.11.1        
#>  [4] rlang_1.1.1             magrittr_2.0.3          compiler_4.3.1         
#>  [7] mgcv_1.8-42             systemfonts_1.0.4       vctrs_0.6.3            
#> [10] combinat_0.0-8          quadprog_1.5-8          rvest_1.0.3            
#> [13] crayon_1.5.2            pkgconfig_2.0.3         fastmap_1.1.1          
#> [16] backports_1.4.1         labeling_0.4.3          utf8_1.2.3             
#> [19] rmarkdown_2.25          ragg_1.2.5              purrr_1.0.2            
#> [22] xfun_0.40               cachem_1.0.8            aplot_0.2.2            
#> [25] clusterGeneration_1.3.8 jsonlite_1.8.7          highr_0.10             
#> [28] cluster_2.1.4           broom_1.0.5             parallel_4.3.1         
#> [31] R6_2.5.1                bslib_0.5.1             stringi_1.7.12         
#> [34] RColorBrewer_1.1-3      car_3.1-2               jquerylib_0.1.4        
#> [37] numDeriv_2016.8-1.1     Rcpp_1.0.11             iterators_1.0.14       
#> [40] knitr_1.44              optimParallel_1.0-2     splines_4.3.1          
#> [43] Matrix_1.6-1.1          igraph_1.5.1            tidyselect_1.2.0       
#> [46] rstudioapi_0.15.0       abind_1.4-5             yaml_2.3.7             
#> [49] doParallel_1.0.17       codetools_0.2-19        tibble_3.2.1           
#> [52] treeio_1.26.0           withr_2.5.1             coda_0.19-4            
#> [55] evaluate_0.22           gridGraphics_0.5-1      desc_1.4.2             
#> [58] xml2_1.3.5              pillar_1.9.0            carData_3.0-5          
#> [61] foreach_1.5.2           ggfun_0.1.3             generics_0.1.3         
#> [64] rprojroot_2.0.3         munsell_0.5.0           glue_1.6.2             
#> [67] scatterplot3d_0.3-44    lazyeval_0.2.2          tools_4.3.1            
#> [70] webshot_0.5.5           ggsignif_0.6.4          fs_1.6.3               
#> [73] fastmatch_1.1-4         grid_4.3.1              plotrix_3.8-2          
#> [76] colorspace_2.1-0        nlme_3.1-162            cli_3.6.1              
#> [79] textshaping_0.3.6       fansi_1.0.5             expm_0.999-7           
#> [82] svglite_2.1.2           gtable_0.3.4            yulab.utils_0.1.0      
#> [85] sass_0.4.7              digest_0.6.33           farver_2.1.1           
#> [88] memoise_2.0.1           htmltools_0.5.6.1       pkgdown_2.0.7          
#> [91] lifecycle_1.0.3         httr_1.4.7              MASS_7.3-60