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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2022.1105401</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Epidemiological and genomic characteristics of global <italic>mcr</italic>-positive <italic>Escherichia coli</italic> isolates</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Shi</surname> <given-names>Jiping</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2106530/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhu</surname> <given-names>Hong</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Liu</surname> <given-names>Chang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Xie</surname> <given-names>Hui</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Li</surname> <given-names>Chuchu</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Cao</surname> <given-names>Xiaoli</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1177948/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Shen</surname> <given-names>Han</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1716255/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Laboratory Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School</institution>, <addr-line>Nanjing, Jiangsu</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Acute Infectious Disease Control and Prevention, Jiangsu Provincial Center for Disease Control and Prevention</institution>, <addr-line>Nanjing</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Qiang Lin, University of Antwerp, Belgium</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Tao He, Jiangsu Academy of Agricultural Sciences (JAAS), China; Ulises Garza-Ramos, National Institute of Public Health, Mexico</p></fn>
<corresp id="c001">&#x002A;Correspondence: Xiaoli Cao, <email>cao-xiao-li@163.com</email></corresp>
<corresp id="c002">Han Shen, <email>shenhan10366@sina.com</email></corresp>
<fn fn-type="equal" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
<fn fn-type="other" id="fn004"><p>This article was submitted to Evolutionary and Genomic Microbiology, a section of the journal Frontiers in Microbiology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1105401</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Shi, Zhu, Liu, Xie, Li, Cao and Shen.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Shi, Zhu, Liu, Xie, Li, Cao and Shen</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<sec>
<title>Objective</title>
<p>The worldwide dissemination of colistin-resistant <italic>Escherichia coli</italic> (<italic>E. coli</italic>) endangers public health. This study aimed to better understand the global genomic epidemiology of <italic>E. coli</italic> isolates carrying mobilized colistin resistance (<italic>mcr</italic>) genes, providing information to assist in infection and prevention.</p>
</sec>
<sec>
<title>Methods</title>
<p><italic>Escherichia coli</italic> genomes were downloaded from NCBI, and <italic>mcr</italic> was detected using BLASTP. Per software was used to extract information on hosts, resources, collection data, and countries of origin from GenBank. Sequence types (STs), prevalence of plasmids, antimicrobial resistance genes (ARG), and virulence factors (VF) in these genomes were analyzed. Statistical analyses were performed to assess the relationships between <italic>mcr</italic>, ARGs, plasmids, and STs.</p>
</sec>
<sec>
<title>Results</title>
<p>In total, 778 <italic>mcr</italic>-positive isolates were identified. Four <italic>mcr</italic> variants were detected, with <italic>mcr</italic>-1 (86.1%) being the most widespread, followed by <italic>mcr</italic>-9 (5.7%), <italic>mcr</italic>-5 (4.4%), and <italic>mcr</italic>-3 (3.0%). Multiple ARGs were identified, with <italic>bla</italic><sub>CTX&#x2013;M</sub> (53.3%), <italic>fosA</italic> (28.8%), <italic>qnr</italic> (26.1%), <italic>bla</italic><sub><italic>NDM</italic></sub> (19.8%), and <italic>aac (6&#x2019;)-Ib-cr</italic> (14.5%) being the most common. Overall, 239 distinct STs were identified, of which ST10 (13.8%) was the most prevalent. A total of 113 different VFs were found, <italic>terC</italic> (99.9%) and <italic>gad</italic> (83.0%) were most frequently detected. Twenty types of plasmids were identified; IncFIB (64.1%), IncX (42.3%), and IncX (42.3%) were the most common replicons. IncI2 and IncX4 were frequently detected in <italic>mcr</italic>-1-positive isolates, whereas IncFII, IncI1-I, and IncHI2 were dominant plasmids in <italic>mcr</italic>-3, <italic>mcr</italic>-5, and <italic>mcr</italic>-9-positive isolates, respectively. A higher frequency of ARGs and VFs was observed among ST156 and ST131 isolates.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Our data indicated that more than half of the <italic>mcr</italic>-positive <italic>E. coli</italic> strains carried endemic ARGs and VFs. ST10 and ST156 isolates deserved further attention, given the rapid transmission of ST10 and the convergence of ARGs and VFs in ST156.</p>
</sec>
</abstract>
<kwd-group>
<kwd><italic>Escherichia coli</italic></kwd>
<kwd><italic>mcr</italic></kwd>
<kwd>whole genome sequencing</kwd>
<kwd>antimicrobial resistance genes</kwd>
<kwd>sequence types</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content></contract-sponsor>
<counts>
<fig-count count="5"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="47"/>
<page-count count="10"/>
<word-count count="7067"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p><italic>Escherichia coli</italic> is a common pathogen responsible for multiple infections, including those in the urinary tract, bloodstream, and wounds, in humans and animals worldwide (<xref ref-type="bibr" rid="B27">Nang et al., 2019</xref>). It can easily acquire multi-drug resistance, owing to its ability to accumulate multiple resistance genes, primarily through horizontal gene transfer of mobile elements. Currently, its acquisition of genes encoding extended-spectrum &#x03B2;-lactamases (ESBLs), carbapenem-hydrolyzing &#x00DF;-lactamase (CH&#x00DF;ls), 16S rRNA methylases, plasmid-mediated quinolone resistance (PMQR), and plasmid-mediated glutathione S-transferase (PMGST) is of great clinical concern (<xref ref-type="bibr" rid="B33">Simoni et al., 2021</xref>; <xref ref-type="bibr" rid="B42">Yin et al., 2021</xref>; <xref ref-type="bibr" rid="B13">Guo et al., 2022</xref>), accelerating the evolution of drug resistance, making colistin the last-resort antibiotic for treating infections caused by multi-drug resistant bacteria. The use of colistin in livestock as a growth promoter has been banned in China (<xref ref-type="bibr" rid="B37">Wang et al., 2020</xref>) due to increasing polymyxin resistance. However, the use of colistin in clinical settings is increasing because of the emergence of increased multi-drug resistance (MDR), particularly carbapenem-resistant <italic>E. coli</italic> (<italic>CRE</italic>) (<xref ref-type="bibr" rid="B23">Liu et al., 2020</xref>); therefore, the emergence and spread of colistin-resistant <italic>E. coli</italic> are inevitable.</p>
<p>Colistins primarily bind to the outer membrane lipopolysaccharide through the interaction of their cationic residues with the phosphate groups of lipid A, changing the permeability of the cell envelope, leading to leakage of cell contents and bacterial death (<xref ref-type="bibr" rid="B31">Rodr&#x00ED;guez-Santiago et al., 2021</xref>). However, mobile colistin resistance (<italic>mcr</italic>) genes have been reported to be the primary mechanism conferring resistance to colistin, although two-component systems (TCSs), such as PmrAB and PhoPQ; mutation(s) in the MgrB regulator; LPS modification (<xref ref-type="bibr" rid="B6">Bialvaei and Samadi Kafil, 2015</xref>); LPS overall charge changes, and the reduced affinity of colistin for the outer membrane, also contribute to colistin resistance based on chromosomal-encoded mechanisms (<xref ref-type="bibr" rid="B43">Zhang et al., 2021</xref>; <xref ref-type="bibr" rid="B30">Phuadraksa et al., 2022</xref>). The <italic>mcr</italic> genes encode transferable phosphoethanolamine transferases that modify the lipopolysaccharide of the bacterial outer membrane to weaken its binding to colistin (<xref ref-type="bibr" rid="B42">Yin et al., 2021</xref>). To date, more than 10 <italic>mcr</italic> variants (<italic>mcr</italic>-1 to <italic>mcr</italic>-10) have been identified, carried on different conjugative and non-conjugative plasmid backbones (<xref ref-type="bibr" rid="B25">Mmatli et al., 2022</xref>). These variants have been widely identified in many bacteria, including <italic>E. coli</italic>, <italic>Klebsiella</italic>, <italic>Enterobacter</italic>, <italic>Citrobacter</italic>, <italic>Proteus</italic>, <italic>Providencia</italic>, <italic>Salmonella</italic>, <italic>Pseudomonas</italic>, <italic>Acinetobacter</italic>, <italic>Aeromonas</italic>, <italic>Kluyvera</italic>, and <italic>Raoultella</italic>, as well as in diverse ecosystems, including soil, botanicals, wildlife, animal environments, and public places (<xref ref-type="bibr" rid="B27">Nang et al., 2019</xref>; <xref ref-type="bibr" rid="B4">Anyanwu et al., 2020</xref>). However, despite its status as the most common host for <italic>mcr</italic> genes, data on <italic>mcr</italic> distribution in <italic>E. coli</italic> are quite limited, although global surveillance showed an approximately 1.26% prevalence of <italic>mcr</italic>-positive <italic>E. coli</italic> among humans, animals, and environments (<xref ref-type="bibr" rid="B10">Dadashi et al., 2022</xref>; <xref ref-type="bibr" rid="B25">Mmatli et al., 2022</xref>), with the <italic>mcr</italic>-1, <italic>mcr</italic>-3, <italic>mcr</italic>-5, <italic>mcr</italic>-9, and <italic>mcr</italic>-10 variants most prevalent (<xref ref-type="bibr" rid="B10">Dadashi et al., 2022</xref>). These investigations all relied on PCR detection methods, with few data on the prevalence of <italic>mcr</italic> from global genomic databases.</p>
<p>Most importantly, <italic>mcr</italic> genes are carried by mobile genetic elements, especially conjugative plasmids, leading to their broad dissemination and establishment worldwide under the selective pressure of antimicrobial agents. Although isolates with <italic>mcr</italic> as well as other antimicrobial resistance genes (ARG), such as <italic>bla</italic><sub>CH&#x00DF;<italic>Ls</italic></sub>, <italic>bla</italic><sub>ESBLs</sub>, PMQR, and <italic>fosA</italic>, have been frequently reported, posing clinical challenges (<xref ref-type="bibr" rid="B14">Haenni et al., 2016</xref>; <xref ref-type="bibr" rid="B44">Zhang W. et al., 2022</xref>), the prevalence of clinically endemic ARGs among <italic>mcr</italic>-positive strains remains unclear. Furthermore, a high diversity of plasmid reservoirs has been shown to be associated with <italic>mcr</italic> genes (<xref ref-type="bibr" rid="B27">Nang et al., 2019</xref>); however, the distribution of plasmid replicons among global <italic>mcr</italic>-positive <italic>E. coli</italic> and the associations between <italic>mcr</italic> and plasmid replicons remain unknown. Furthermore, multiple virulence factors (VFs) involved in bacterial adherence, invasion, immune modulation, effector delivery systems, and nutritional/metabolic factors have been identified in <italic>E. coli</italic> (<xref ref-type="bibr" rid="B46">Zhao et al., 2020</xref>; <xref ref-type="bibr" rid="B20">Kubelov&#x00E1; et al., 2021</xref>). However, their distribution among <italic>mcr</italic>-positive <italic>E. coli</italic> and the association between VFs and ARGs require further investigation. Finally, the prevalence of VFs among internationally popular sequence types (STs) of <italic>mcr</italic>-positive <italic>E. coli</italic> is of vital importance. All of these will contribute to optimizing prevention and control measures to prevent further spread and outbreaks of <italic>mcr</italic>-positive infections.</p>
<p>In this study, we first investigated the distribution of <italic>mcr</italic> among global <italic>E. coli</italic> based on the whole genome sequencing (WGS) data from GenBank. We analyzed STs and the prevalence of ARGs, VFs, and plasmid replicons. Additionally, the distribution consistency of VFs and ARGs was tested, providing epidemiological data for the implementation of infection and prevention.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="S2.SS1">
<title>Genomes</title>
<p>All <italic>E. coli</italic> genomes updated to 2021 were downloaded from NCBI using Aspera software in batches (<xref ref-type="bibr" rid="B19">Kim et al., 2018</xref>). As some of the genome-wide sequencing data from 2019 to 2021 have not yet been released when the study started, only strains identified from 1905 to 2019 were included in this study. Totally, 22,884 genomes were downloaded and tested for quality. The qualifying parameters were completeness &#x003E;90% and contamination &#x003C;5, with contig quantity &#x2264;500 and N50 &#x2265;40,000.</p>
</sec>
<sec id="S2.SS2">
<title><italic>mcr</italic> identification</title>
<p>All <italic>mcr</italic> sequences were obtained from the NCBI Biological Resistance Reference Gene Database [(<italic>mcr</italic>)].<sup><xref ref-type="fn" rid="footnote1">1</xref></sup> BLASTP was performed, with thresholds set as expected value = 1e-5, coverage &#x2265;50%, identity = 100%, and matching length = subject gene length.</p>
</sec>
<sec id="S2.SS3">
<title>Phylogenetic tree construction</title>
<p>Prokka was used to annotate the 778 <italic>E. coli</italic> isolates, and Roary software was adopted to obtain multiple sequence alignment files of 1,222 core genes (<xref ref-type="bibr" rid="B47">Zhou et al., 2021</xref>), which were further used to acquire the single nucleotide polymorphism information through SNP sites. Finally, RaxML was used to construct the maximum likelihood tree, and the evolution tree results were visualized by itol (<xref ref-type="bibr" rid="B22">Liu et al., 2022</xref>).</p>
</sec>
<sec id="S2.SS4">
<title>Sequence types</title>
<p>Sequence types of <italic>mcr</italic>-positive <italic>E. coli</italic> were identified using CLC workbench version 21.0.1. After consensus sequences were extracted, STs were analyzed using multilocus sequence typing (MLST) with <italic>E. coli</italic> (Oxford) as the reference database.</p>
</sec>
<sec id="S2.SS5">
<title>Antimicrobial resistance prevalence</title>
<p>The distribution of other ARGs was investigated using CLC workbench version 21.1. The fasta file was input into the files in CLC data using standard import, and after the consensus sequence was extracted, the prevalence of ARGs was analyzed using the ResFinder database for comparison. The results were exported as scv files, and further sorted for analysis.</p>
</sec>
<sec id="S2.SS6">
<title>Distributions of plasmid replicons and VFs</title>
<p>Genomes were submitted to the Center for Genomic Epidemiology. PlasmidFinder software<sup><xref ref-type="fn" rid="footnote2">2</xref></sup> was used to identify plasmid replicons, and Virulence Finder 2.0<sup><xref ref-type="fn" rid="footnote3">3</xref></sup> was used to identify VFs.</p>
</sec>
<sec id="S2.SS7">
<title>Statistical analyses</title>
<p>Correlation analyses were performed using IBM SPSS 22.0. The distribution consistency of VFs and ARGs was tested by McNimar analysis, and a <italic>p</italic>-value of &#x003E; 0.05 was taken as the consistency between them.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>General characteristics</title>
<p>Overall, 778 <italic>mcr</italic>-positive <italic>E. coli</italic> isolates were identified from 22,884 <italic>E. coli</italic> genomes (<xref ref-type="supplementary-material" rid="TS1">Supplementary Table 1</xref>). They were isolated in 25 countries covering 6 continents: including Asia (<italic>n</italic> = 555), South America (<italic>n</italic> = 119), Europe (<italic>n</italic> = 40), North America (<italic>n</italic> = 27), Africa (<italic>n</italic> = 17), and Oceania (<italic>n</italic> = 13). China (<italic>n</italic> = 401), Japan (<italic>n</italic> = 26), Thailand (<italic>n</italic> = 41), Laos (<italic>n</italic> = 22), Brazil (<italic>n</italic> = 37), Paraguay (<italic>n</italic> = 28), and the USA (<italic>n</italic> = 25) were the most common sources. From 1905 to 2011, only 13 <italic>mcr</italic>-positive isolates were submitted (<xref ref-type="fig" rid="F1">Figure 1</xref>). The number of <italic>mcr</italic>-positive isolates gradually increased from 2012; and hundreds of genomes were submitted every year peaking in 2016 (<italic>n</italic> = 235).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Characteristics of global spread of mcr-positive <italic>Escherichia coli</italic> per year. The light blue columns and blue lines represent mcr-1, the mauve columns and purple lines represent mcr-3, the light green columns and green lines represent mcr-5, the yellow columns and lines represent mcr-9, and the orange columns and lines represent the combination of varied mcr genes.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-13-1105401-g001.tif"/>
</fig>
<p>Regarding sources, we found that animals (<italic>n</italic> = 347, 44.6%) were the most common, with chickens (<italic>n</italic> = 202), pigs (<italic>n</italic> = 44), and cattle (<italic>n</italic> = 32) being the most common species. Feces (<italic>n</italic> = 72), cecum/rectal/cloaca swabs (<italic>n</italic> = 37), and meat (<italic>n</italic> = 33) were the dominant sources (<xref ref-type="table" rid="T1">Table 1</xref>). Humans accounted for 38.8% (<italic>n</italic> = 302) of all isolates taken from feces (<italic>n</italic> = 71), urine (<italic>n</italic> = 68), rectal swabs (<italic>n</italic> = 39), gut (<italic>n</italic> = 34), and blood (<italic>n</italic> = 20) (<xref ref-type="table" rid="T1">Table 1</xref>). Notably, <italic>mcr</italic>-positive strains were also found in the environment (<italic>n</italic> = 56, 7.2%), such as farms, hospitals, foods, and water.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>The hosts and sample types of mcr-positive <italic>Escherichia coli</italic> isolates worldwide.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" colspan="2" style="color:#ffffff;background-color: #7f8080;">Hosts (<italic>n</italic>)<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Sample types (<italic>n</italic>)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Animals (347)</td>
<td valign="top" align="left">Chicken (195)</td>
<td valign="top" align="left">Cecum/rectal/cloaca swabs (37), chicken meat (33), feces (31), lung (1), carcass (1), NA (92)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Pig (44)</td>
<td valign="top" align="left">Feces (16), rectal swab (9), nares swab (3), cecum (3), meat (3), liver (1), NA (9)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Cattle (26)</td>
<td valign="top" align="left">Feces (19), NA (7)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Fly and gull (30)</td>
<td valign="top" align="left">Cloacal swabs (11), feces (6), NA (13)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Waterfowl (22)</td>
<td valign="top" align="left">NA (22)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Canine (11)</td>
<td valign="top" align="left">Blood (3), anal swab (1), prostatic wash (1), NA (6)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Others (12)</td>
<td valign="top" align="left">Gallopavo sample (4), Fish sample (4), Giant Panda feces (1), horse sample (1), spheniscus foot lesion (1), vulpes zerda feces (1)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Humans (302)</td>
<td valign="top" align="left">Feces (71), urine (68), rectal swab (39), gut (34), blood (20), respiratory secretions (12), ascites (4), abdomen incision swab (3), foot/leg secretion (3), bile (2), bone (1), soft t<italic>iss</italic>ue (1), vaginal secretion (1), other body fluids/secretion/pus (6), NA (37)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Environments (56)</td>
<td valign="top" align="left">Chicken/pig/dairy cattle farms (12), animal food (10), hospital (6), vegetable (5), laboratory (4), seawater (5), wastewater (3), coastal water/estuarine (2), drinking water (2), raw milk cheese (4), NA (3)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="t1fna"><p><sup>a</sup>Among the 778 strains, only 705 strains indicate host and sample type. NA, not applicable.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S3.SS2">
<title><italic>mcr</italic> variant distribution</title>
<p>Four <italic>mcr</italic> variants were identified among the 778 isolates, with <italic>mcr</italic>-1 (<italic>n</italic> = 654, 86.1%) being the most prevalent one, followed by <italic>mcr</italic>-9 (<italic>n</italic> = 44, 5.7%), <italic>mcr</italic>-5 (<italic>n</italic> = 34, 4.4%), and <italic>mcr</italic>-3 (<italic>n</italic> = 23, 3.0%), besides, two or more <italic>mcr</italic> variants were found in 23 isolates. For subtypes, 1.1 (<italic>n</italic> = 633, 96.8%) was the most prevalent for <italic>mcr</italic>-1, with subtypes 1.5 and 1.7 also observed, accounting for 0.9% (<italic>n</italic> = 6) and 1.5% (<italic>n</italic> = 10) of <italic>mcr</italic>-1, respectively. Subtypes 3.1, 3.4, and 3.5 were common variants of <italic>mcr</italic>-3, accounting for 56.5% (<italic>n</italic> = 13), 13.0% (<italic>n</italic> = 3), and 21.7% (<italic>n</italic> = 5), respectively. No subtypes of <italic>mcr</italic>-5 and <italic>mcr-</italic>9 were detected. Notably, <italic>mcr</italic>-1, <italic>mcr</italic>-5, and <italic>mcr</italic>-9 were first identified in isolates collected in 1905, 1995, and 2001, respectively, before colistin was produced and used in veterinary and clinical settings. The <italic>mcr</italic>-3 variant emerged in 2013 and has begun to spread more recently (<xref ref-type="fig" rid="F1">Figure 1</xref>). Geographically, Oceania variants were mostly <italic>mcr</italic>-9 (<italic>n</italic> = 12, 92.3%), whereas the most prevalent variants in South America were <italic>mcr</italic>-1 (<italic>n</italic> = 89, 74.8%) and <italic>mcr</italic>-5 (<italic>n</italic> = 30, 25.2%) (<xref ref-type="fig" rid="F2">Figure 2</xref>). Both <italic>mcr</italic>-1 and <italic>mcr</italic>-9 were endemic in Europe, North America, and Africa, with <italic>mcr</italic>-1 accounting for 51.9%&#x2013;88.2%. The <italic>mcr</italic>-1 (<italic>n</italic> = 523, 94.2%) and <italic>mcr</italic>-3 (<italic>n</italic> = 23, 4.1%) variants were most common in Asia (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Geographical distribution of mcr and STs of mcr-positive <italic>Escherichia coli</italic> worldwide. The hollow and solid pie charts of each continent represent the distribution of mcr and STs, respectively.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-13-1105401-g002.tif"/>
</fig>
</sec>
<sec id="S3.SS3">
<title>Genetic relationship</title>
<p>Overall, the phylogenetic tree displayed that 778 <italic>mcr</italic>-positive isolates were divided into 292 clades (<xref ref-type="fig" rid="F3">Figure 3</xref>), indicating a genetic diversity of such strains. Notably, the biggest clade was composed of 55 isolates, of which 76.4% (<italic>n</italic> = 42) were ST10 from China and Colombia. Another large clade was composed of 48 isolates and 60.4% (<italic>n</italic> = 29) of them were ST156 from China, suggesting clonal dissemination of ST10 and ST156 mainly in China.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Phylogenetic tree of 778 mcr-positive <italic>Escherichia coli</italic> isolates.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-13-1105401-g003.tif"/>
</fig>
</sec>
<sec id="S3.SS4">
<title>Antimicrobial resistance determinants</title>
<p>Multiple ARGs were identified in <italic>mcr</italic>-positive strains. The most common were ESBLs <italic>bla</italic><sub>CTX&#x2013;M</sub> (<italic>n</italic> = 415, 53.3%) and <italic>bla</italic><sub>OXA</sub> (<italic>n</italic> = 114, 14.7%); CH&#x00DF;Ls <italic>bla</italic><sub>NDM</sub> (<italic>n</italic> = 154, 19.8%) and <italic>bla</italic><sub>KPC</sub> (<italic>n</italic> = 15, 1.9%); pAmpCs <italic>bla</italic><sub>CMY</sub> (46, 5.9%) and <italic>bla</italic><sub>DHA</sub> (<italic>n</italic> = 7, 0.9%); 16s rRNA methylases <italic>rmtB</italic> (<italic>n</italic> = 88, 11.3%) and <italic>armA</italic> (<italic>n</italic> = 6, 0.8%); PMQRs <italic>aac (6&#x2019;)-Ib-cr</italic> (<italic>n</italic> = 113, 14.5%), <italic>oqxAB</italic> (<italic>n</italic> = 56, 7.2%), and <italic>qnr</italic> (203, 26.1%); and the fosfomycin resistance gene <italic>fosA</italic> (<italic>n</italic> = 220, 28.3%) were detected. The common variant subtypes are shown in <xref ref-type="fig" rid="F4">Figure 4A</xref>; <italic>bla</italic><sub>CTX&#x2013;M&#x2013;55</sub> (<italic>n</italic> = 117, 28.2%), <italic>bla</italic><sub>CTX&#x2013;M&#x2013;14</sub> (<italic>n</italic> = 94, 22.7%), and <italic>bla</italic><sub>CTX&#x2013;M&#x2013;65</sub> (<italic>n</italic> = 45, 10.8%) were dominant in <italic>bla</italic><sub><italic>CTX&#x2013;M</italic></sub>, whereas <italic>bla</italic><sub>NDM&#x2013;5</sub> (<italic>n</italic> = 84, 54.6%), <italic>bla</italic><sub><italic>NDM&#x2013;</italic>1</sub> (<italic>n</italic> = 47, 30.5%), and <italic>bla</italic><sub>NDM&#x2013;9</sub> (<italic>n</italic> = 19, 22.6%) were the most prevalent in <italic>bla</italic><sub>NDM</sub>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Subtypes of antimicrobial resistance genes <bold>(A)</bold> and prevalence of common virulent factors <bold>(B)</bold> among mcr-positive <italic>Escherichia coli</italic>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-13-1105401-g004.tif"/>
</fig>
</sec>
<sec id="S3.SS5">
<title>Virulence factors</title>
<p>In total, 112 different VFs were identified, <italic>terC</italic> (<italic>n</italic> = 777, 99.9%) and <italic>gad</italic> (<italic>n</italic> = 646, 83.0%) being the most prevalent (<xref ref-type="fig" rid="F4">Figure 4B</xref>). VFs involved in intestinal invasiveness and anti-phagocytosis, including <italic>sitA</italic>, <italic>iss</italic>, and <italic>iroN</italic>, were carried by 43.7% (340/778), 59.0% (459/778), and 26.4% of all isolates, respectively. Approximately 50% of the isolates contained <italic>traT</italic>, <italic>ompT</italic>, and <italic>lpfA</italic> with specific carrying rates of 58.61% (456/778), 57.84% (450/778), and 43.96% (342/778), respectively. Other VFs, such as <italic>hra</italic> (<italic>n</italic> = 264, 33.9%), <italic>iutA</italic> (<italic>n</italic> = 256, 32.9%), <italic>iucC</italic> (<italic>n</italic> = 256, 32.9%), and <italic>hlyF</italic> (<italic>n</italic> = 239, 30.7%), were also frequently detected. Other relatively less common VFs are shown in <xref ref-type="fig" rid="F4">Figure 4B</xref>.</p>
</sec>
<sec id="S3.SS6">
<title>Sequence types</title>
<p>Overall, 239 distinct STs were identified, with ST10 (<italic>n</italic> = 107) being the most frequent. ST156 (<italic>n</italic> = 46), ST48 (<italic>n</italic> = 29), ST457 (<italic>n</italic> = 26), ST648 (<italic>n</italic> = 22), ST167 (<italic>n</italic> = 19), ST2599 (<italic>n</italic> = 19), ST101 (<italic>n</italic> = 18), ST206 (<italic>n</italic> = 16), ST617 (<italic>n</italic> = 15), ST744 (<italic>n</italic> = 13), ST155 (<italic>n</italic> = 12), ST2705 (<italic>n</italic> = 12), ST354 (<italic>n</italic> = 12), ST216 (<italic>n</italic> = 11), ST131 (<italic>n</italic> = 11), and ST69 (<italic>n</italic> = 10) were also detected. Other STs were detected (<italic>n</italic> &#x003C; 10). Geographically, ST10 was the dominant type in Asia, Africa, Europe, and South America; ST156 was endemic in both Asia and Europe; and ST457 was the most common type in South America (<xref ref-type="fig" rid="F2">Figure 2</xref>). The most common STs in Oceania and North America were ST216 and ST648, respectively (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
</sec>
<sec id="S3.SS7">
<title>Plasmid replicons</title>
<p>Of the 778 isolates, 20 types of plasmid replicons were identified with IncFIB (<italic>n</italic> = 499, 64.1%) being the most common replicon, followed by IncX (<italic>n</italic> = 329, 42.3%), IncFII (<italic>n</italic> = 316, 40.6%), IncI2 (<italic>n</italic> = 300, 38.6%), IncHI2 (<italic>n</italic> = 257, 33.0%), Col (<italic>n</italic> = 177, 22.8%), IncP (<italic>n</italic> = 210, 27.0%), IncFIA (<italic>n</italic> = 186, 23.9%), IncFIC (<italic>n</italic> = 150, 19.3%), IncI1-I (<italic>n</italic> = 179, 23.0%), IncY (<italic>n</italic> = 105, 13.5%), IncN (<italic>n</italic> = 170, 21.9%), and other more rare plasmid replicons (<xref ref-type="table" rid="T2">Table 2</xref>). Despite 50&#x2013;70% of strains carrying IncFIB plasmids, several plasmids, such as IncI2, IncX, IncHI2, and IncFII, were relatively highly carried in <italic>mcr-</italic>1 strains, whereas plasmid IncFII was common in <italic>mcr</italic>-3 strains; 90.9% of <italic>mcr</italic>-9 strains carried IncHI2 and more than 70% of <italic>mcr</italic>-5 positive strains carried IncFII and IncI1-I plasmids (<xref ref-type="table" rid="T2">Table 2</xref>). The distribution of <italic>bla</italic><sub>NDM</sub> was correlated with those of the plasmid replicons IncFIA, Col, IncI1-I, and IncN (<italic>p</italic> &#x003E; 0.05). The prevalence of <italic>qnr</italic> was correlated with those of IncFIA, Col, IncI1-I, and IncP (<italic>p</italic> &#x003E; 0.05). Additionally, the incidences of <italic>fosA</italic>, IncFIA, and IncP were correlated (<italic>p</italic> &#x003E; 0.05) (<xref ref-type="table" rid="T3">Table 3</xref>). No significant differences were found in the distribution of some VFs and plasmid replicons, including the combination of <italic>hra</italic>, <italic>iutA</italic>, <italic>iucC</italic>, <italic>hlyF</italic> with IncHI2; <italic>sitA</italic> with IncX; <italic>lpfA</italic> with IncFII; and <italic>iroN</italic> with IncFIA, Col, IncI1-I, IncN, and IncP (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Plasmids and their distributions among different mcr genes.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">IncFIA</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Col</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">IncFIB</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">IncFII</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">IncHI2</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">IncI1-I</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">IncI2</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">IncN</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">IncP</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">IncX</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><italic>mcr</italic>-1 (<italic>n</italic> = 654)</td>
<td valign="top" align="center">144 (22.0%)</td>
<td valign="top" align="center">153 (23.4%)</td>
<td valign="top" align="center">416 (63.6%)</td>
<td valign="top" align="center">254 (38.8%)</td>
<td valign="top" align="center">204 (31.2%)</td>
<td valign="top" align="center">144 (22.0%)</td>
<td valign="top" align="center">283 (43.3%)</td>
<td valign="top" align="center">141 (21.6%)</td>
<td valign="top" align="center">194 (29.7%)</td>
<td valign="top" align="center">302 (46.2%)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>mcr</italic>-3 (<italic>n</italic> = 23)</td>
<td valign="top" align="center">8 (34.8%)</td>
<td valign="top" align="center">1 (4.4%)</td>
<td valign="top" align="center">16 (69.6%)</td>
<td valign="top" align="center">11 (47.8%)</td>
<td valign="top" align="center">8 (34.8%)</td>
<td valign="top" align="center">1 (4.4%)</td>
<td valign="top" align="center">1 (4.3%)</td>
<td valign="top" align="center">2 (8.7%)</td>
<td valign="top" align="center">2 (8.7%)</td>
<td valign="top" align="center">6 (26.1%)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>mcr</italic>-5 (<italic>n</italic> = 34)</td>
<td valign="top" align="center">4 (11.8%)</td>
<td valign="top" align="center">3 (8.8%)</td>
<td valign="top" align="center">24 (70.6%)</td>
<td valign="top" align="center">28 (82.4%)</td>
<td valign="top" align="center">1 (2.9%)</td>
<td valign="top" align="center">25 (73.5%)</td>
<td valign="top" align="center">2 (5.9%)</td>
<td valign="top" align="center">12 (35.3%)</td>
<td valign="top" align="center">9 (26.5%)</td>
<td valign="top" align="center">1 (2.9%)</td>
</tr>
<tr>
<td valign="top" align="left"><italic>mcr</italic>-9 (<italic>n</italic> = 44)</td>
<td valign="top" align="center">19 (43.2%)</td>
<td valign="top" align="center">3 (6.8%)</td>
<td valign="top" align="center">24 (54.6%)</td>
<td valign="top" align="center">9 (20.5%)</td>
<td valign="top" align="center">40 (90.9%)</td>
<td valign="top" align="center">4 (9.1%)</td>
<td valign="top" align="center">5 (11.4%)</td>
<td valign="top" align="center">9 (20.5%)</td>
<td valign="top" align="center">1 (2.3%)</td>
<td valign="top" align="center">6 (13.6%)</td>
</tr>
</tbody>
</table></table-wrap>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p><italic>P</italic>-values for differences in distribution of plasmid replicons and resistant/virulent genes.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">IncFIA (<italic>n</italic> = 186)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Col<break/> (<italic>n</italic> = 177)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">IncFIB<break/> (<italic>n</italic> = 499)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">IncFII<break/> (<italic>n</italic> = 316)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">IncHI2 (<italic>n</italic> = 257)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">IncI1-I (<italic>n</italic> = 179)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">IncI2 (<italic>n</italic> = 300)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">IncN (<italic>n</italic> = 170)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">IncP (<italic>n</italic> = 210)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">IncX<break/> (<italic>n</italic> = 329)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><italic>bla</italic><sub>CTX&#x2013;M</sub> (<italic>n</italic> = 415)</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>bla</italic><sub>NDM</sub> (<italic>n</italic> = 154)</td>
<td valign="top" align="center">0.067</td>
<td valign="top" align="center">0.151</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.14</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.333</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>bla</italic><sub>OXA</sub> (<italic>n</italic> = 114)</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Aac (6&#x2019;)-Ib-cr</italic> (<italic>n</italic> = 113)</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>oqxAB</italic> (<italic>n</italic> = 56)</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>floR</italic> (<italic>n</italic> = 403)</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>qnr</italic> (<italic>n</italic> = 203)</td>
<td valign="top" align="center">0.301</td>
<td valign="top" align="center">0.169</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.002</td>
<td valign="top" align="center">0.177</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.041</td>
<td valign="top" align="center">0.727</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>fosA</italic> (<italic>n</italic> = 220)</td>
<td valign="top" align="center">0.066</td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.025</td>
<td valign="top" align="center">0.02</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.002</td>
<td valign="top" align="center">0.602</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>rmtB</italic> (<italic>n</italic> = 88)</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>terC</italic> (<italic>n</italic> = 777)</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>gad</italic> (<italic>n</italic> = 646)</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>iss</italic> (<italic>n</italic> = 459)</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.036</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>traT</italic> (<italic>n</italic> = 456)</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.005</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>ompT</italic> (<italic>n</italic> = 450)</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.006</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>lpfA</italic> (<italic>n</italic> = 342)</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.194</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.021</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.556</td>
</tr>
<tr>
<td valign="top" align="left"><italic>sitA</italic> (<italic>n</italic> = 340)</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.028</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.61</td>
</tr>
<tr>
<td valign="top" align="left"><italic>hra</italic> (<italic>n</italic> = 264)</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.006</td>
<td valign="top" align="center">0.744</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.039</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.003</td>
<td valign="top" align="center">0.001</td>
</tr>
<tr>
<td valign="top" align="left"><italic>iutA</italic> (<italic>n</italic> = 256)</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">1.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.014</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.013</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>iucC</italic> (<italic>n</italic> = 256)</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">1.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.014</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.013</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>hlyF</italic> (<italic>n</italic> = 239)</td>
<td valign="top" align="center">0.005</td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.391</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.112</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="top" align="left"><italic>iroN</italic> (<italic>n</italic> = 205)</td>
<td valign="top" align="center">0.301</td>
<td valign="top" align="center">0.12</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">0.118</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.051</td>
<td valign="top" align="center">0.814</td>
<td valign="top" align="center">0.000</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>p</italic>-value of &#x003E; 0.05 was taken as the consistency between plasmid replicons and resistant/virulent genes.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The prevalence of ARGs and VFs among the ST10, ST156, ST457, ST648, ST216, and ST131 clones were compared. As the most prevalent ST worldwide, ST10 had a lower incidence of ARGs, whereas increased VFs and ARGs were observed among ST156 clones. For example, more than 50% of ST156 isolates carried <italic>bla</italic><sub><italic>CTX&#x2013;M</italic></sub>, <italic>bla</italic><sub><italic>NDM</italic></sub>, <italic>aac (6&#x2019;)-Ib-cr</italic>, <italic>oqxAB</italic>, <italic>floR</italic>, <italic>fosA</italic>, <italic>rmtB</italic>, <italic>lpfA</italic>, and <italic>Hra</italic> genes (<xref ref-type="fig" rid="F4">Figure 4</xref>), indicating high virulence. Moreover, compared with ST648 and ST216, ST457 and ST131 were more commonly associated with VFs, including the <italic>traT</italic>, <italic>ompT</italic>, <italic>lpfA</italic>, <italic>sitA</italic>, <italic>iutA</italic>, <italic>iucC</italic>, <italic>hlyF</italic> genes, all of which have been implicated in bacterial survival, invasiveness, and adhesion (<xref ref-type="fig" rid="F5">Figure 5</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Carriage of antimicrobial resistance genes and virulent factors among globally prevalent ST strains.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-13-1105401-g005.tif"/>
</fig>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>As the last-line defense against MDR <italic>E. coli</italic> infections, colistin has been widely used to treat infections caused by extensive-drug resistant (XDR) bacteria, such as CRE, albeit it has been banned for use in livestock as a growth promoter. The clinical utility of colistin is currently threatened by the global dissemination of <italic>mcr</italic> and its co-occurrence with other endemic ARGs, such as ESBL and CH&#x00DF;l, through different plasmids. Thus, understanding the prevalent characteristics of global <italic>mcr</italic>-positive <italic>E. coli</italic> isolates, including the prevalence of STs, endemic ARGs, VFs, and plasmid replicons, will be useful to guide clinical treatment for serious infections, as well as the implementation of preventative measures.</p>
<p>In this study, we observed a rapid increase in the genomes of global <italic>mcr</italic>-positive <italic>E. coli</italic> from 2014 to 2016. Since 2016, many countries have prohibited colistin as a growth promoter for livestock, including Brazil (November 2016), Thailand (February 2017), China (April 2017), Japan (July 2018), Malaysia (January 2019), Argentina (February 2019), and India (July 2019) (<xref ref-type="bibr" rid="B7">Center for Veterinary Drug Development, 2018</xref>; <xref ref-type="bibr" rid="B32">Shen et al., 2018</xref>; <xref ref-type="bibr" rid="B37">Wang et al., 2020</xref>). Although the number of <italic>mcr</italic>-positive <italic>E. coli</italic> genomes declined after 2016, given that some of the sequence data from 2019 to 2021 had not yet been released when we downloaded the data and conducted this study in 2021, the actual prevalence of <italic>mcr</italic>-positive strains worldwide should be more than the number we analyzed, so current global prevalence would likely be significantly higher. Additionally, as the poultry and swine industries accounted for 96% of total colistin sulfate livestock use (<xref ref-type="bibr" rid="B37">Wang et al., 2020</xref>), the presence of <italic>mcr</italic> in them provides evidence that colistin treatment has promoted the transmission of <italic>mcr</italic>, with livestock as the primary reservoir. Colistin-resistant <italic>E. coli</italic> can then spread by contaminating animal-derived food or contaminating crops by excrement to threaten public safety (<xref ref-type="bibr" rid="B11">Elbediwi et al., 2019</xref>).</p>
<p>The high incidence of <italic>mcr</italic> in our study is in accordance with a previous report (<xref ref-type="bibr" rid="B10">Dadashi et al., 2022</xref>), consistent with its identification as the globally predominant colistin-resistance gene. At present, <italic>mcr</italic>-1 could confer colistin resistance with broad minimal inhibitory concentrations (MICs) of 2&#x2013;16 mg/L (<xref ref-type="bibr" rid="B27">Nang et al., 2019</xref>), for instance, 74% of <italic>mcr</italic>-1 positive <italic>E. coli</italic> isolates had MICs at 2 mg/L (<xref ref-type="bibr" rid="B28">Nguyen et al., 2022</xref>), while 52% of <italic>mcr</italic>-1 positive <italic>E. coli</italic> isolates in another study exhibited MICs of 4&#x223C;8 mg/L (<xref ref-type="bibr" rid="B9">&#x0106;wiek et al., 2021</xref>). For other <italic>mcr</italic> genes, <italic>mcr</italic>-3 has been globally disseminated since it was first reported in <xref ref-type="bibr" rid="B41">Yin et al. (2017)</xref>, and this gene inside the linker has been found to appear as a facilitator of colistin resistance (<xref ref-type="bibr" rid="B38">Xu et al., 2021</xref>). It also has been reported to facilitate evasion of host phagocytosis, but generally mediates low-level (&#x2264;8 mg/L) colistin resistance among <italic>Enterobacteriaceae</italic> (<xref ref-type="bibr" rid="B42">Yin et al., 2021</xref>). The <italic>mcr-9</italic> variant was generally susceptible to colistin with MICs of &#x2264;1 mg/L, because it did not confer colistin resistance itself, its colistin resistance replied to gene regulation (<xref ref-type="bibr" rid="B26">Nakamura et al., 2021</xref>), and <italic>mcr</italic>-5 was demonstrated to generate colistin resistance with MICs of 4&#x2013;8 mg/L in <italic>S. enterica</italic> (<xref ref-type="bibr" rid="B27">Nang et al., 2019</xref>). Notably, more than 20% <italic>mcr</italic>-positive strains co-carried CH&#x00DF;Ls, mainly bla<italic><sub><italic>NDM</italic></sub></italic> followed by bla<italic><sub><italic>KPC</italic></sub></italic>, indicating that almost one-fifth of the strains in our study may belong to <italic>CRE</italic>. In addition, more than 50% of the strains co-carried <italic>bla</italic><sub>CTX&#x2013;M</sub>, such a high prevalence of bla<italic><sub><italic>CTX&#x2013;M</italic></sub></italic> showed that most of these strains belonged to MDR strains. Meanwhile, the co-carriage of 16s RNA methylase, PMQRs, and fosfomycin genes suggested that the <italic>mcr</italic>-positive strains were also reservoirs of numerous resistance genes (<xref ref-type="bibr" rid="B13">Guo et al., 2022</xref>).</p>
<p>The VF analysis showed that almost all <italic>mcr</italic>-positive strains also carried <italic>terC</italic> and <italic>gad</italic> genes. To the best of our knowledge, <italic>terC</italic> represents one of the key proteins in tellurite and colicine resistance, implicated in phage inhibition, resistance, and pathogenicity, and is widespread among bacterial species, particularly in pathogens (<xref ref-type="bibr" rid="B29">Peng et al., 2021</xref>; <xref ref-type="bibr" rid="B31">Rodr&#x00ED;guez-Santiago et al., 2021</xref>). In contrast, <italic>gad</italic> has been reported to enzymatically decrease intracellular protons linked to <italic>E. coli</italic> flagellar motility (<xref ref-type="bibr" rid="B39">Yamanaka et al., 2022</xref>) and is involved in the colonization of the gastrointestinal tract. In addition, more than half of the strains contained <italic>iss</italic>, <italic>traT</italic>, and <italic>ompT</italic>, which participate in resistance to serum complement, outer membrane protease, and long polar fimbriae, respectively; these affect resistance to host innate immunity and facilitate colonization and adhesion. Moreover, <italic>iroN</italic> was detected in approximately 25% of all isolates and has been associated with increased 30-day mortality in patients with bacteremia (<xref ref-type="bibr" rid="B17">Hung et al., 2019</xref>).</p>
<p>We identified many STs, demonstrating the diversity of <italic>mcr</italic>-positive strains. The high prevalence of ST10 in our study was similar to that in a previous report (<xref ref-type="bibr" rid="B10">Dadashi et al., 2022</xref>), however, it was different from a report that ST131 was the most common ST for extraintestinal pathogenic <italic>E. coli</italic> (ExPEC) strains (<xref ref-type="bibr" rid="B24">Manges et al., 2019</xref>). To date, <italic>E. coli</italic> ST10 has been shown to be a high-risk <italic>mcr</italic>-1-positive isolate from cattle farm environments (<xref ref-type="bibr" rid="B2">Ali et al., 2021</xref>); its clonal spread with &#x223C;50% fosfomycin resistance has been found among diarrheal calves in Xinjiang province, China (<xref ref-type="bibr" rid="B16">He et al., 2021</xref>). It also has been isolated from poultry in Poland (<xref ref-type="bibr" rid="B9">&#x0106;wiek et al., 2021</xref>). The biological costs imposed by plasmid-mediated resistance and virulence affect its survival and spread (<xref ref-type="bibr" rid="B40">Yang et al., 2020</xref>), thus, the relatively rare ARGs and VFs within ST10 clones may explain its rapid spread.</p>
<p>Curiously, STs differed from continent to continent, and as frequent carriers for <italic>mcr</italic>-1 and <italic>bla</italic><sub>NDM</sub> (<xref ref-type="bibr" rid="B21">Lin et al., 2020</xref>; <xref ref-type="bibr" rid="B45">Zhang X. et al., 2022</xref>), more ARGs and VFs were observed within the ST156 strain prevailing in Asia and Europe, indicating that it represents a major risk to public health, highlighting the need for increased surveillance. For example, <italic>E. coli</italic> ST156, carrying <italic>bla</italic><sub>NDM&#x2013;5</sub>, <italic>bla</italic><sub>CTX&#x2013;M&#x2013;65</sub>, <italic>bla</italic><sub>OXA&#x2013;10</sub>, <italic>bla</italic><sub>TEM&#x2013;1</sub>, and <italic>mcr</italic>-1, has been found in clinical isolates in China (<xref ref-type="bibr" rid="B21">Lin et al., 2020</xref>; <xref ref-type="bibr" rid="B45">Zhang X. et al., 2022</xref>). Notably, ST648 has been reported as a high-risk, MDR, ESBL-producing strain in public aquatic environments (<xref ref-type="bibr" rid="B12">Furlan et al., 2020</xref>), but ST648 was not frequently detected in our study, with almost all of them being in North America. The differences in the distributions of ST clones may be related to antibiotic use, diet, and environmental factors. As the predominant ST among ExPEC isolates worldwide (<xref ref-type="bibr" rid="B1">Alangari et al., 2022</xref>), ST131 was shown to have higher virulence than other important ExPEC clones (<xref ref-type="bibr" rid="B3">Alqasim et al., 2020</xref>), whereas only 11 <italic>mcr</italic>-positive <italic>E. coli</italic> ST131 isolates were identified in this study, mainly from China, suggesting that ST10, rather than ST131 and ST648, is the main host for <italic>mcr</italic>, which may result from the fitness between the clones and <italic>mcr</italic> genes. Moreover, although ST216, with fewer VFs and ARGs, was dominant in Oceania, their association with IncHI2 plasmids may be of great concern (<xref ref-type="bibr" rid="B35">Tarabai et al., 2021</xref>).</p>
<p>The great diversity of plasmid replicons within <italic>mcr</italic>-positive strains indicates the great dissemination potential of ARGs and VFs. The high incidence of IncFIB is consistent with previous reports showing that IncFIB is common in <italic>Enterobacteriaceae</italic> (<xref ref-type="bibr" rid="B18">Khine et al., 2020</xref>). A previous study found that IncI2 and IncX conferred fitness advantages to host bacteria and outcompeted other plasmids (<xref ref-type="bibr" rid="B5">Bahador et al., 2018</xref>); the approximately 40% incidence of IncX and IncFII among <italic>mcr</italic>-positive strains suggests that most of the strains in this study have relatively high adaptability. Notably, IncI2 and IncX were common plasmids in <italic>mcr</italic>-1-positive strains, indicating that they may be dominant vectors driving <italic>mcr</italic>-1 transmission, but this finding of correlation analysis should be further confirmed. Considering the distribution deviation, we hypothesized that <italic>mcr</italic>-3 and <italic>mcr</italic>-9 were harbored by IncFII and IncHI2 plasmids, respectively, and <italic>mcr</italic>-5 may be borne on IncFII and IncI1-I plasmids. These findings were in accordance with previous reports that <italic>mcr</italic>-1 was carried by a range of plasmids such as IncHI2, IncI2, IncX4, IncFIA, and IncP (<xref ref-type="bibr" rid="B14">Haenni et al., 2016</xref>; <xref ref-type="bibr" rid="B11">Elbediwi et al., 2019</xref>; <xref ref-type="bibr" rid="B23">Liu et al., 2020</xref>; <xref ref-type="bibr" rid="B34">Sonnevend et al., 2022</xref>), and <italic>mcr</italic>-9 was always carried by IncHI2 (<xref ref-type="bibr" rid="B33">Simoni et al., 2021</xref>). Recently, <italic>bla</italic><sub>NDM</sub> was reported to be disseminated <italic>via</italic> the IncP plasmid with a broad host range (<xref ref-type="bibr" rid="B8">Choudhury et al., 2019</xref>); moreover, most VFs that were associated with enteroinvasive <italic>E. coli</italic>, such as <italic>sit</italic>, <italic>iron</italic>, <italic>iss, iutA, ompT</italic>, and <italic>iroN</italic>, were reported to be located mainly on IncFIA/FIB and Col plasmids (<xref ref-type="bibr" rid="B36">Touzain et al., 2018</xref>; <xref ref-type="bibr" rid="B15">Hayashi et al., 2019</xref>). Both <italic>mcr</italic>-1 and <italic>bla</italic><sub>CTX&#x2013;M&#x2013;1</sub> were colocalized on IncHI2 and IncI2 plasmids in two studies (<xref ref-type="bibr" rid="B14">Haenni et al., 2016</xref>; <xref ref-type="bibr" rid="B42">Yin et al., 2021</xref>), which support the consistent distribution of plasmids and ARGs/VFs analyzed in our study, suggesting the dissemination potential of the related ARGs and VFs.</p>
<p>To the best of our knowledge, ours is the first study to evaluate the prevalence of global <italic>mcr</italic>-harboring <italic>E. coli</italic> isolates using WGS data. The 778 <italic>mcr</italic>-positive isolates, widely distributed among the six continents during 1905&#x2013;2019, could be representative of the current global <italic>mcr</italic>-carriers. However, this study had some limitations. First, the actual resistance phenotypes of these strains were not available for assessment of differences between genotypes and phenotypes. Second, whether the resistance and <italic>mcr</italic> genes were carried on a single plasmid was unclear, so we cannot clearly illustrate the specific relationships between VFs and ARGs among plasmids. Third, our study depended on the submission of genomes to the database, so it could not represent areas where no data had been uploaded.</p>
<p>Collectively, our data found that <italic>mcr</italic>-1 is the most widespread gene that confers resistance to colistin. More than 50% of the global <italic>mcr</italic>-positive <italic>E. coli</italic> isolates had numerous ARGs, and the fifth strain belonged to <italic>CRE</italic>. Diverse STs have been identified, further attention should be focused on the ST10 and ST156 clones, considering the rapid transmission of ST10 and the convergence of ARGs and VFs within ST156.</p>
</sec>
<sec id="S5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in this study are included in this article/<xref ref-type="supplementary-material" rid="TS1">Supplementary material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="S6" sec-type="author-contributions">
<title>Author contributions</title>
<p>XC and HS contributed to the experimental design of the study. JS, HZ, CL, HX, and CCL performed data acquisition and statistical analysis. JS, HZ, XC, and HS performed bioinformatics analysis and writing. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="S7" sec-type="funding-information">
<title>Funding</title>
<p>This study was supported by the National Natural Science Foundation of China (81902124 and 82002205).</p>
</sec>
<sec id="S8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="S9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="S10" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2022.1105401/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmicb.2022.1105401/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.XLSX" id="TS1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<fn id="footnote1">
<label>1</label>
<p><ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/pathogens/isolates#/refgene/gene_family">https://www.ncbi.nlm.nih.gov/pathogens/isolates#/refgene/gene_family</ext-link></p></fn>
<fn id="footnote2">
<label>2</label>
<p><ext-link ext-link-type="uri" xlink:href="https://cge.cbs.dtu.dk/services/PlasmidFinder/">https://cge.cbs.dtu.dk/services/PlasmidFinder/</ext-link></p></fn>
<fn id="footnote3">
<label>3</label>
<p><ext-link ext-link-type="uri" xlink:href="https://cge.cbs.dtu.dk/services/VirulenceFinder/">https://cge.cbs.dtu.dk/services/VirulenceFinder/</ext-link></p></fn>
</fn-group>
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