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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.2024.1386478</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Global prevalence of mutation in the <italic>mgrB</italic> gene among clinical isolates of colistin-resistant <italic>Klebsiella pneumoniae</italic>: a systematic review and meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Khoshbayan</surname> <given-names>Amin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Narimisa</surname> <given-names>Negar</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author">
<name><surname>Elahi</surname> <given-names>Zahra</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Bostanghadiri</surname> <given-names>Narjess</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Razavi</surname> <given-names>Shabnam</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Shariati</surname> <given-names>Aref</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1201911/overview"/>
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<aff id="aff1"><sup>1</sup><institution>Microbial Biotechnology Research Center, Iran University of Medical Sciences</institution>, <addr-line>Tehran</addr-line>, <country>Iran</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Microbiology, School of Medicine, Iran University of Medical Sciences</institution>, <addr-line>Tehran</addr-line>, <country>Iran</country></aff>
<aff id="aff3"><sup>3</sup><institution>Vice Chancellery of Education and Research, Torbat Heydariyeh University of Medical Sciences</institution>, <addr-line>Torbat Heydariyeh</addr-line>, <country>Iran</country></aff>
<aff id="aff4"><sup>4</sup><institution>Molecular and Medicine research center, Khomein University of Medical Sciences</institution>, <addr-line>Khomein</addr-line>, <country>Iran</country></aff>
<aff id="aff5"><sup>5</sup><institution>Infectious Diseases Research Center (IDRC), Arak University of Medical Sciences</institution>, <addr-line>Arak</addr-line>, <country>Iran</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002">
<p>Edited by: Giovanni Gherardi, Campus Bio-Medico University, Italy</p>
</fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: Ramesh N., Vellore Institute of Technology, India</p>
<p>Arta Karruli, University Medical Center Mother Teresa (QSUT), Albania</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Aref Shariati, <email>arefshariati0111@sbmu.ac.ir</email>; <email>arefshariati0111@gmail.com</email></corresp>
<fn fn-type="equal" id="fn0001">
<p><sup>&#x2020;</sup>These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>07</day>
<month>06</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1386478</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>02</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>05</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Khoshbayan, Narimisa, Elahi, Bostanghadiri, Razavi and Shariati.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Khoshbayan, Narimisa, Elahi, Bostanghadiri, Razavi and Shariati</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 id="sec1">
<title>Background</title>
<p>Colistin is used as a last resort for managing infections caused by multidrug-resistant bacteria. However, the high emergence of colistin-resistant strains has restricted the clinical use of this antibiotic in the clinical setting. In the present study, we evaluated the global prevalence of the mutation in the <italic>mgrB</italic> gene, one of the most important mechanisms of colistin resistance in <italic>Klebsiella pneumoniae</italic>.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>Several databases, including Scopus, Medline (via PubMed), and Web of Science, were searched (until August 2023) to identify those studies that address the <italic>mgrB</italic> mutation in clinical isolates of <italic>K. pneumoniae</italic>. Using Stata software, the pooled prevalence of <italic>mgrB</italic> mutation and subgroup analyses for the year of publication, country, continent, <italic>mgrB</italic> mutation types, and detection methods of <italic>mgrB</italic> mutation were analyzed.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>Out of the 115 studies included in the analysis, the prevalence of <italic>mgrB</italic> mutations in colistin-resistant <italic>K. pneumoniae</italic> isolates was estimated at 65% of isolates, and <italic>mgrB</italic> variations with insertional inactivation had the highest prevalence among the five investigated mutations with 69%. The year subgroup analysis indicated an increase in mutated <italic>mgrB</italic> from 46% in 2014 to 61% in 2022. Europe had the highest prevalence of mutated <italic>mgrB</italic> at 73%, while Africa had the lowest at 54%.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>Mutations in the <italic>mgrB</italic> gene are reported as one of the most common mechanisms of colistin resistance in <italic>K. pneumoniae,</italic> and the results of the present study showed that 65% of the reported colistin-resistant <italic>K. pneumoniae</italic> had a mutation in this gene.</p>
</sec>
</abstract>
<kwd-group>
<kwd>colistin</kwd>
<kwd><italic>mgrB</italic></kwd>
<kwd><italic>Klebsiella pneumoniae</italic></kwd>
<kwd>colistin-resistant</kwd>
<kwd>global prevalence</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="146"/>
<page-count count="13"/>
<word-count count="11268"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Antimicrobials, Resistance and Chemotherapy</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<label>1</label>
<title>Introduction</title>
<p>The increasing prevalence of infections due to multidrug-resistant (MDR) bacteria is a major public health concern, and the emergence of antimicrobial resistance has created a difficult challenge for treating a wide variety of infectious diseases (<xref ref-type="bibr" rid="ref34">Dadashi et al., 2022</xref>). Today, colistin is considered one of the last remaining options for physicians in the fight against MDR and pan-drug-resistant (PDR) bacteria (<xref ref-type="bibr" rid="ref92">Moubareck et al., 2018</xref>; <xref ref-type="bibr" rid="ref86">Menek&#x015F;e et al., 2019</xref>; <xref ref-type="bibr" rid="ref89">Moghadam et al., 2022</xref>). Colistin, or polymixin E, is a cationic antibiotic and belongs to the polymixin antibiotic class that has that have activity against most Gram-negative bacteria. In the past, colistin had limited use in medicine because of its toxicity, especially nephrotoxicity, but in recent years, due to the increasing rate of MDR bacteria, especially carbapenemase-producing strains, the application of colistin has become more common (<xref ref-type="bibr" rid="ref22">Caniaux et al., 2017</xref>; <xref ref-type="bibr" rid="ref109">Poirel et al., 2017</xref>).</p>
<p>However, the high prevalence of colistin-resistant (ColR) strains has restricted the clinical use of colistin. Moreover, a worrying 25&#x2013;71% mortality rate is reported for colistin-resistant infections (<xref ref-type="bibr" rid="ref92">Moubareck et al., 2018</xref>; <xref ref-type="bibr" rid="ref86">Menek&#x015F;e et al., 2019</xref>; <xref ref-type="bibr" rid="ref89">Moghadam et al., 2022</xref>).</p>
<p>Enterobacteriaceae cause a wide range of infections in humans. They are capable of acquiring resistance to many antibiotics through horizontal gene transfer (<xref ref-type="bibr" rid="ref51">Hasani et al., 2017</xref>; <xref ref-type="bibr" rid="ref34">Dadashi et al., 2022</xref>). Among the bacteria in this family, <italic>K. pneumoniae</italic> is the most common species that has developed resistance to colistin. Colistin resistance in <italic>K. pneumoniae</italic> has been reported worldwide in Asia, Europe, North America, South America, and Africa (<xref ref-type="bibr" rid="ref3">Ah et al., 2014</xref>; <xref ref-type="bibr" rid="ref46">Giamarellou, 2016</xref>).</p>
<p>Furthermore, resistance to colistin is mainly mediated through chromosomes or horizontal gene transfer. For the first time, the plasmid-borne <italic>mcr-1</italic> gene was reported from China, and to date, 10 different types of <italic>mcr</italic> genes have been reported (<xref ref-type="bibr" rid="ref75">Liu et al., 2016</xref>; <xref ref-type="bibr" rid="ref22">Caniaux et al., 2017</xref>; <xref ref-type="bibr" rid="ref6">Aris et al., 2020</xref>; <xref ref-type="bibr" rid="ref55">Hussein et al., 2021</xref>). Additionally, chromosomal gene mutations such as <italic>pmrA/pmrB</italic>, <italic>crrA/crrB</italic>, and <italic>phoP/phoQ</italic>, as well as variations in <italic>mgrB</italic>, are believed to be significant factors in the development of colistin resistance in <italic>K. pneumoniae</italic> (<xref ref-type="bibr" rid="ref24">Cannatelli et al., 2014</xref>; <xref ref-type="bibr" rid="ref109">Poirel et al., 2017</xref>).</p>
<p>The PmrAB and PhoPQ two-component systems are associated with bacterial survival and are usually activated when macrophages attack bacteria. The Pmr system consists of genes and operons involved in adding phosphoethanolamine and 4-amino-4-deoxy-L-arabinose to lipopolysaccharide (LPS; <xref ref-type="bibr" rid="ref47">Gunn, 2008</xref>; <xref ref-type="bibr" rid="ref109">Poirel et al., 2017</xref>).</p>
<p>To this end, the inactivation of <italic>mgrB</italic> causes a negative feedback regulator of the PhoQ-PhoP signaling system, which leads to the acquisition of colistin resistance in <italic>K. pneumoniae</italic>. This phenomenon ultimately activated the Pmr system, causing modification and reduced affinity of the LPS, which is the colistin target (<xref ref-type="bibr" rid="ref23">Cannatelli et al., 2013</xref>; <xref ref-type="bibr" rid="ref63">Khoshbayan et al., 2021</xref>). Collectively, <italic>mgrB</italic> variation is reported as one of the most common resistance mechanisms among ColR <italic>K. pneumoniae</italic> isolates (<xref ref-type="bibr" rid="ref2">Aghapour et al., 2019</xref>). However, there is no exact report on its prevalence among clinical isolates of <italic>K. pneumoniae</italic>. Therefore, this study aims to investigate the global prevalence of the mutation in the <italic>mgrB</italic> among clinical isolates of ColR <italic>K. pneumoniae</italic>.</p>
</sec>
<sec sec-type="methods" id="sec6">
<label>2</label>
<title>Methods</title>
<sec id="sec7">
<label>2.1</label>
<title>Search strategy</title>
<p>A comprehensive and systematic search was conducted for relevant articles by two authors (AKH and NB) until August 2023 in the electronic databases, including Medline (via PubMed), Scopus, and Web of Science. The following search keywords were obtained from the National Library of Medicine&#x2019;s medical subject heading (MeSH) terms, titles, or abstracts with the help of Boolean operators (and/or) including &#x201C;<italic>Klebsiella pneumoniae</italic>&#x201D; AND &#x201C;<italic>mgrB</italic>&#x201D; with their Mesh terms. The present study was conducted according to the Preferred Reporting Items of the Systematic Review and Meta-Analysis (PRISMA) guidelines.</p>
</sec>
<sec id="sec8">
<label>2.2</label>
<title>Selection criteria and data extraction</title>
<p>Two authors (AKH and NB) worked independently to review the titles, abstracts, and full texts of all retrieved studies, and they excluded irrelevant articles (review articles, case reports, short communication, letters to the editor, brief reports, conference abstracts, and studies with ambiguous results). The search was limited to articles published in English that reported the prevalence of the <italic>mgrB</italic> in clinical isolates of ColR <italic>K. pneumoniae</italic>. Disagreements among authors were resolved through discussion and consensus. The information extracted from each of the included articles is as follows: first author name, publication year, country, continent, the total number of <italic>K. pneumoniae</italic> isolates, number of ColR isolates, number of ColR isolates carrying the mutated <italic>mgrB</italic>, the <italic>mgrB</italic> mutation types, and method used for detection of <italic>mgrB</italic> mutation.</p>
</sec>
<sec id="sec9">
<label>2.3</label>
<title>Quality assessment</title>
<p>An adapted version of the Joanna Briggs Institute (JBI) checklist was used to independently assess study quality by two review authors (ZE and NN; <xref ref-type="bibr" rid="ref91">Moola et al., 2017</xref>).</p>
</sec>
<sec id="sec10">
<label>2.4</label>
<title>Statistical analysis</title>
<p>A meta-analysis was performed using Stata software v. 17, and a random-effects model estimated the pooled prevalence of the mutated <italic>mgrB</italic> in ColR <italic>K. pneumoniae</italic> isolates and the prevalence of five types of <italic>mgrB</italic> mutation (insertional inactivation, substitution, nonsense mutation, complete and partial deletion) with 95% confidence intervals (95% CI). A Freeman-Tukey double arcsine transformation was performed using the metaprop command of Stata software to estimate the weighted pooled fractions. The I<sup>2</sup> value was used to examine statistical heterogeneity between studies. In this regard, I<sup>2</sup>&#x2009;&#x2264;&#x2009;25% was considered low homogeneity, 25%&#x2009;&#x003C;&#x2009;I<sup>2</sup>&#x2009;&#x2264;&#x2009;75% shows moderate heterogeneity, and I<sup>2</sup>&#x2009;&#x003E;&#x2009;75% indicates high heterogeneity. Potential publication bias was checked using funnel plots and Begg tests. Subgroup analyses were performed for the year of publication, country, continent, and methods used to detect <italic>mgrB</italic> variations.</p>
</sec>
</sec>
<sec sec-type="results" id="sec11">
<label>3</label>
<title>Results</title>
<sec id="sec12">
<label>3.1</label>
<title>Search results</title>
<p>A total of 769 studies were identified in the three electronic databases up to August 2023, and 592 articles were included after duplicate removal. 258 studies after an initial screening of the title and abstract, were eligible for further analysis, of which 115 were included in the final analysis (<xref rid="SM1" ref-type="supplementary-material">Supplementary 2</xref>, Figure 1).</p>
</sec>
<sec id="sec13">
<label>3.2</label>
<title>Meta-analysis results</title>
<p>In the 115 studies, 2,652 ColR <italic>K. pneumoniae</italic> and 1,448 ColR isolates with a change in <italic>mgrB</italic> were found (<xref ref-type="table" rid="tab1">Table 1</xref>). The pooled prevalence of <italic>mgrB</italic> variations in ColR <italic>K. pneumoniae</italic> isolates was detected in 65% of isolates (95% CI: 56&#x2013;72%; I <sup>2</sup> =&#x2009;91.67%; <italic>p</italic> &#x003C;&#x2009;0.001; <xref rid="SM1" ref-type="supplementary-material">Supplementary File 3</xref>). The results of Begg&#x2019;s test (<italic>p</italic> =&#x2009;0.4202) showed no publication bias in our study. Noteworthy, the result of publication bias was shown in the funnel plot (<xref rid="SM1" ref-type="supplementary-material">Supplementary 2</xref>, Figure 2). The year subgroup analysis indicated an increase in mutated <italic>mgrB</italic> from 46% (95% CI: 27&#x2013;65%) in 2014 to 61% (95% CI: 43&#x2013;78%) in 2022. However, in 2023, the results showed a decrease in the rate of mutation to 39% (95% CI: 5&#x2013;80%), which could be due to the small number of studies compared to 2022 (<italic>p</italic> =&#x2009;0.259; <xref rid="SM1" ref-type="supplementary-material">Supplementary 2</xref>, Figure 3). A subgroup meta-analysis of continents also showed that Europe had the highest rate of mutated <italic>mgrB</italic> (73%; 95% CI: 63&#x2013;82%), while Africa had the lowest rate (54%; 95% CI: 9&#x2013;96%; <italic>p</italic> =&#x2009;0.445; <xref rid="SM1" ref-type="supplementary-material">Supplementary 2</xref>, Figures 4, 5). Among the countries analyzed, Tunisia (95% CI: 97&#x2013;100%) and Israel (95% CI: 80&#x2013;100%) with 100% had the highest prevalence of mutated <italic>mgrB,</italic> while Spain with 8% (95% CI: 0&#x2013;33%) showed the lowest (<italic>p</italic> &#x003C;&#x2009;0.001; <xref rid="SM1" ref-type="supplementary-material">Supplementary 2</xref>, Figure 6). Subgroup meta-analysis based on the detection method of mutated <italic>mgrB</italic> revealed 59% (95% CI: 49&#x2013;69%) for the polymerase chain reaction (PCR) method and 71% (95% CI: 57&#x2013;84%) for the whole genome sequencing (WGS) method (<italic>p</italic> =&#x2009;0. 219; <xref rid="SM1" ref-type="supplementary-material">Supplementary 2</xref>, Figure 7). The pooled prevalence of <italic>mgrB</italic> variations with insertional inactivation in the total number of <italic>mgrB</italic> variations of ColR <italic>K. pneumoniae</italic> isolates was 69% (95% CI: 56&#x2013;72%; I<sup>2</sup> =&#x2009;79.37%; <italic>p</italic> &#x003C;&#x2009;0.001; <xref rid="SM1" ref-type="supplementary-material">Supplementary 2</xref>, Figure 8). The results of the subgroup meta-analysis showed the only significant difference in the subgroup of countries. Spain had the highest mutation rate with 100% (95% CI: 57&#x2013;100%) and Serbia had the lowest mutation rate with 0.0% (95% CI: 0&#x2013;4%), (<italic>p</italic> &#x003C;&#x2009;0.001; <xref rid="SM1" ref-type="supplementary-material">Supplementary 4</xref>, Figure 3). The pooled prevalence of <italic>mgrB</italic> variations with substitution in the total number of <italic>mgrB</italic> variations of ColR <italic>K. pneumoniae</italic> isolates was 36% (95% CI: 25&#x2013;48%; I<sup>2</sup> =&#x2009;87.31%; <italic>p</italic> &#x003C;&#x2009;0.001; <xref rid="SM1" ref-type="supplementary-material">Supplementary 2</xref>, Figure 9). The results of the subgroup meta-analysis showed an increase in the substitution mutation from 18% (95% CI: 8&#x2013;30%) in 2014 to 50% (95% CI: 19&#x2013;81%) in 2022 (<italic>p</italic> &#x003C;&#x2009;0.001; <xref rid="SM1" ref-type="supplementary-material">Supplementary 4</xref>, Figure 5). The highest prevalence of substitution mutation was observed in Brazil at 73% (95% CI: 4&#x2013;100%), while Taiwan and Greece had the lowest rates with 11% each (95% CI: 2&#x2013;24% and 6&#x2013;18%, respectively; <italic>p</italic> =&#x2009;0.003; <xref rid="SM1" ref-type="supplementary-material">Supplementary 4</xref>, Figure 7). Moreover, the subgroup meta-analysis based on the diagnostic method revealed that WGS detected the mutations in 60% of cases (95% CI: 39&#x2013;80%), while PCR detected mutations in 16% of cases (95% CI: 10&#x2013;24%; <italic>p</italic> &#x003C;&#x2009;0.001; <xref rid="SM1" ref-type="supplementary-material">Supplementary 4</xref>, Figure 8). The pooled prevalence of <italic>mgrB</italic> variations with nonsense mutations in the total number of <italic>mgrB</italic> variations of ColR <italic>K. pneumoniae</italic> isolates was 30% (95% CI: 19&#x2013;42%; I<sup>2</sup> =&#x2009;88.63%; <italic>p</italic> &#x003C;&#x2009;0.001; <xref rid="SM1" ref-type="supplementary-material">Supplementary 2</xref>, Figure 10). The results of the subgroup meta-analysis showed an increase in nonsense mutations from 18% (95% CI: 9&#x2013;29%) in 2014 to 100% (95% CI: 100&#x2013;100%) in 2023 (<italic>p</italic> &#x003C;&#x2009;0.001; <xref rid="SM1" ref-type="supplementary-material">Supplementary 4</xref>, Figure 9). In addition, Asia had the highest rate of nonsense mutation with 36% (95% CI: 19&#x2013;55%), while South America had the lowest rate with only 7% (95% CI: 1&#x2013;17%; <italic>p</italic> &#x003C;&#x2009;0.001; <xref rid="SM1" ref-type="supplementary-material">Supplementary 4</xref>, Figure 10). Of the countries studied, Iran had the highest prevalence of nonsense mutation, which was 69% (95% CI: 49&#x2013;87%). On the other hand, Brazil and Serbia had the lowest rate of this mutation, which was 8% (95% CI: 1&#x2013;18%) and 8% (95% CI: 0&#x2013;22%), respectively (<italic>p</italic> &#x003C;&#x2009;0.001; <xref rid="SM1" ref-type="supplementary-material">Supplementary 4</xref>, Figure 11). The pooled prevalence of <italic>mgrB</italic> variations with complete deletion in the total number of <italic>mgrB</italic> variations of ColR <italic>K. pneumoniae</italic> isolates was 19% (95% CI: 11&#x2013;28%; I<sup>2</sup> =&#x2009;56.99%; <italic>p</italic> &#x003C;&#x2009;0.001; <xref rid="SM1" ref-type="supplementary-material">Supplementary 2</xref>, Figure 11). The results of the subgroup meta-analysis showed an increase in complete deletion in <italic>mgrB</italic> from 9% (95% CI: 1&#x2013;21%) in 2014 to 30% (95% CI: 13&#x2013;49%) in 2022 (<italic>p</italic> =&#x2009;0.002; <xref rid="SM1" ref-type="supplementary-material">Supplementary 4</xref>, Figure 13). Furthermore, the pooled prevalence of <italic>mgrB</italic> variations with partial deletion in the total number of <italic>mgrB</italic> variations of ColR <italic>K. pneumoniae</italic> isolates was 14% (95% CI: 6&#x2013;22%; I<sup>2</sup> =&#x2009;69.78%; <italic>p</italic> &#x003C;&#x2009;0.001; <xref rid="SM1" ref-type="supplementary-material">Supplementary 2</xref>, Figure 12). Among the countries investigated, Brazil had the highest prevalence of partial deletion in <italic>mgrB</italic> with 52% (95% CI: 9&#x2013;94%), while Taiwan had the lowest rate of this mutation with 6% (95% CI: 1&#x2013;14%; <italic>p</italic> =&#x2009;0.003; <xref rid="SM1" ref-type="supplementary-material">Supplementary 4</xref>, Figure 18).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Characteristics of included studies that reported resistance to colistin by <italic>mgrB</italic> mutation in the present meta-analysis.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">Author and references</th>
<th align="center" valign="middle">Year</th>
<th align="left" valign="middle">Country</th>
<th align="left" valign="middle">Continent</th>
<th align="center" valign="middle">No. of <italic>K. pneumoniae</italic> isolates</th>
<th align="center" valign="middle">Number of colistin-resistant isolates</th>
<th align="center" valign="middle">Number of <italic>mgrB</italic> mutant isolates</th>
<th align="center" valign="middle">Percentage of <italic>mgrB</italic> mutants in colistin-resistant isolates</th>
<th align="center" valign="middle">Method</th>
<th align="center" valign="middle">Mutation type</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref1">Abozahra et al. (2023)</xref>
</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Egypt</td>
<td align="left" valign="middle">Africa</td>
<td align="center" valign="middle">82</td>
<td align="center" valign="middle">32</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="top">13%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">4 NM</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref4">Al-Farsi et al. (2019)</xref>
</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">Sweden</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">245</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">8 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref5">Arena et al. (2022)</xref>
</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">Italy</td>
<td align="left" valign="middle">Europe</td>
<td align="center" valign="middle">19</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="top">29%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">2 not report</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref7">Avgoulea et al. (2018)</xref>
</td>
<td align="center" valign="middle">2018</td>
<td align="left" valign="middle">Greece_Italy</td>
<td align="left" valign="middle">Europe</td>
<td align="center" valign="middle">19</td>
<td align="center" valign="middle">19</td>
<td align="center" valign="middle">19 (10)</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">10 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref8">Azam et al. (2021)</xref>
</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">India</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">335</td>
<td align="center" valign="top">11</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">36%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">3 II, 1&#x2009;S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref9">Baron et al. (2021)</xref>
</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">France</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">5,304</td>
<td align="center" valign="top">14</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">14%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">1 II, 1 NM</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref10">Barrag&#x00E1;n-Prada et al. (2019)</xref>
</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">Spain</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">30</td>
<td align="center" valign="top">21</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">14%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">3 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref11">Bathoorn et al. (2016)</xref>
</td>
<td align="center" valign="top">2016</td>
<td align="left" valign="top">Greece</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">34</td>
<td align="center" valign="top">19</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">89%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">3&#x2009;S, 14 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref12">Becker et al. (2018)</xref>
</td>
<td align="center" valign="middle">2018</td>
<td align="left" valign="middle">Germany</td>
<td align="left" valign="middle">Europe</td>
<td align="center" valign="middle">53</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">1 NM</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref14">Ben-Chetrit et al. (2021)</xref>
</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Israel</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">2 II, 1 PD, 2 CD, 1 NM</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref13">Ben Sallem et al. (2022)</xref>
</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Tunisia</td>
<td align="left" valign="top">Africa</td>
<td align="center" valign="top">25</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">1&#x2009;S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref143">Zahedi Bialvaei et al. (2023)</xref>
</td>
<td align="center" valign="middle">2023</td>
<td align="left" valign="middle">Iran</td>
<td align="left" valign="middle">Asia</td>
<td align="center" valign="middle">162</td>
<td align="center" valign="middle">161</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="top">1%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">2 NM</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref15">Bir et al. (2022)</xref>
</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">India</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">48</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">29%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">2&#x2009;S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref16">Bolourchi et al. (2021)</xref>
</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Iran</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">138</td>
<td align="center" valign="top">14</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">43%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">1 II, 2 NM, 2&#x2009;S, 1 PD</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref17">Bonura et al. (2015)</xref>
</td>
<td align="center" valign="top">2015</td>
<td align="left" valign="top">Italy</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">94</td>
<td align="center" valign="top">39</td>
<td align="center" valign="top">31</td>
<td align="center" valign="top">79%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">13 NM, 16 II, 2&#x2009;S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref18">Boszczowski et al. (2019)</xref>
</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">South America</td>
<td align="center" valign="top">28</td>
<td align="center" valign="top">26</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">19%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">4&#x2009;S, 1 not report</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref20">Cabanel et al. (2021)</xref>
</td>
<td align="center" valign="middle">2021</td>
<td align="left" valign="middle">France_Spain</td>
<td align="left" valign="middle">Europe</td>
<td align="center" valign="middle">18</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">1 CD</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref21">Can et al. (2018)</xref>
</td>
<td align="center" valign="middle">2018</td>
<td align="left" valign="middle">Turkey</td>
<td align="left" valign="middle">Europe</td>
<td align="center" valign="middle">115</td>
<td align="center" valign="middle">115</td>
<td align="center" valign="middle">83</td>
<td align="center" valign="top">72%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">77 II, 6 point mutation and deletions</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref24">Cannatelli et al. (2014)</xref>
</td>
<td align="center" valign="top">2014</td>
<td align="left" valign="top">Italy-Greece</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">66</td>
<td align="center" valign="top">66</td>
<td align="center" valign="top">39</td>
<td align="center" valign="top">59%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">22 II, 4 CD, 6 NM, 7&#x2009;S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref25">Cejas et al. (2019)</xref>
</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">Argentina</td>
<td align="left" valign="top">South America</td>
<td align="center" valign="top">76</td>
<td align="center" valign="top">11</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">64%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">4 CD, 1 NM, 2&#x2009;S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref27">Chen et al. (2021)</xref>
</td>
<td align="center" valign="middle">2021</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Asia</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">2 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref26">Chen et al. (2022)</xref>
</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Asia</td>
<td align="center" valign="middle">493</td>
<td align="center" valign="middle">11</td>
<td align="center" valign="middle">8</td>
<td align="center" valign="top">73%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">7 II, 1 PD</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref28">Cheng et al. (2015)</xref>
</td>
<td align="center" valign="top">2015</td>
<td align="left" valign="top">Taiwan</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">26</td>
<td align="center" valign="top">26</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">38%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">8 II, 2 deletion</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref29">Cheong et al. (2020)</xref>
</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">Korea</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">252</td>
<td align="center" valign="top">11</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">55%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">5&#x2009;S, 1 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref30">Cienfuegos-Gallet et al. (2017)</xref>
</td>
<td align="center" valign="top">2017</td>
<td align="left" valign="top">Colombia</td>
<td align="left" valign="top">South America</td>
<td align="center" valign="top">156</td>
<td align="center" valign="top">32</td>
<td align="center" valign="top">24</td>
<td align="center" valign="top">75%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">22 II, 1 NM, 1 frameshift</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref31">Concei&#x00E7;&#x00E3;o-Neto et al. (2022)</xref>
</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">South America</td>
<td align="center" valign="top">502</td>
<td align="center" valign="top">148</td>
<td align="center" valign="top">39</td>
<td align="center" valign="top">26%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">28 II, 1&#x2009;S and NM, 8&#x2009;S, 2 NM</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref35">Di Pilato et al. (2021)</xref>
</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">Italy</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">156</td>
<td align="center" valign="top">63</td>
<td align="center" valign="top">56</td>
<td align="center" valign="top">89%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">5&#x2009;S and NM, 2 NM, 19 II, 25&#x2009;S, 5 PD</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref36">Di Tella et al. (2019)</xref>
</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">Italy</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">26</td>
<td align="center" valign="top">19</td>
<td align="center" valign="top">19</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">9&#x2009;S, 6 II, 2 PD, 1 NM, 1 not reported</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref37">Dong et al. (2018)</xref>
</td>
<td align="center" valign="top">2018</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">2 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref33">D&#x2019;Onofrio et al. (2020)</xref>
</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">Croatia</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">50%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">1 II, 2&#x2009;S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref38">Elias et al. (2022)</xref>
</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Portugal</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">140</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">50%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">2 NM, 1&#x2009;S, 3 II, 2 CD</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref39">Esposito et al. (2018)</xref>
</td>
<td align="center" valign="top">2018</td>
<td align="left" valign="top">Italy</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">25</td>
<td align="center" valign="top">25</td>
<td align="center" valign="top">22</td>
<td align="center" valign="top">88%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">5 II, 10 PD, 3&#x2009;S, 4 NM</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref40">F&#x0151;ldes et al. (2022)</xref>
</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Romania</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">70%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">3 II, 4&#x2009;S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref43">Garcia-Fulgueiras et al. (2021)</xref>
</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">Uruguay</td>
<td align="left" valign="top">South America</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">2 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref44">Garza-Ramos et al. (2023)</xref>
</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Mexico</td>
<td align="left" valign="top">South America</td>
<td align="center" valign="top">101</td>
<td align="center" valign="top">18</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">6%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">1 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref45">Gentile et al. (2020)</xref>
</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">Italy</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">27</td>
<td align="center" valign="top">27</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">48%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">8 PD,1 CD, 1 II, 3&#x2009;S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref48">Haeili et al. (2017)</xref>
</td>
<td align="center" valign="top">2017</td>
<td align="left" valign="top">Iran</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">20</td>
<td align="center" valign="top">20</td>
<td align="center" valign="top">15</td>
<td align="center" valign="top">75%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">6 II, 9 NM</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref49">Halaby et al. (2016)</xref>
</td>
<td align="center" valign="top">2016</td>
<td align="left" valign="top">Netherlands</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">50%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">1 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref50">Hamel et al. (2020)</xref>
</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">Greece</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">973</td>
<td align="center" valign="top">213</td>
<td align="center" valign="top">148</td>
<td align="center" valign="top">69%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">94 II, 24&#x2009;S, 4 NM, 21 CD, 5 PD</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref52">Hu et al. (2023)</xref>
</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">708</td>
<td align="center" valign="top">14</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">64%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">3 CD, 6 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref54">Huang et al. (2021)</xref>
</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Taiwan</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">229</td>
<td align="center" valign="top">24</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">71%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">10 II, 1 NM, 1 PD, 1&#x2009;S, 4 Not detected</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref53">Huang et al. (2022)</xref>
</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Taiwan</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">35</td>
<td align="center" valign="top">35</td>
<td align="center" valign="top">18</td>
<td align="center" valign="top">51%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">3&#x2009;S, 9 II, 1 PD, 2 frameshift, 3 not detected</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref56">Jaidane et al. (2018)</xref>
</td>
<td align="center" valign="top">2017</td>
<td align="left" valign="top">Tunisia</td>
<td align="left" valign="top">Africa</td>
<td align="center" valign="top">2,826</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">2&#x2009;S and II, 5&#x2009;S, 1 CD, 2 PD, 3&#x2009;S and PD</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref58">Jayol et al. (2016)</xref>
</td>
<td align="center" valign="top">2016</td>
<td align="left" valign="top">France</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">561</td>
<td align="center" valign="top">35</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">49%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">10 II, 2 NM, 2 CD, 2 PD, 1&#x2009;S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref57">Jayol et al. (2018)</xref>
</td>
<td align="center" valign="top">2018</td>
<td align="left" valign="top">Switzerland_France</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">46</td>
<td align="center" valign="top">35</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">49%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">2&#x2009;S, 3 NM, 1 PD, 11 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref59">Jin et al. (2021)</xref>
</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">11</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">50%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">2 NM</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref60">Karampatakis et al. (2022)</xref>
</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Greece</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">4 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref61">Kaza et al. (2024)</xref>
</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">India</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">775</td>
<td align="center" valign="top">18</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">39%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">5 II, 1&#x2009;S, 1 PD</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref62">Khoshbayan et al. (2022)</xref>
</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Iran</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">195</td>
<td align="center" valign="top">21</td>
<td align="center" valign="top">19</td>
<td align="center" valign="top">90%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">19 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref65">Kim et al. (2020)</xref>
</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">Korea</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">25</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">4 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref66">Kis et al. (2016)</xref>
</td>
<td align="center" valign="top">2016</td>
<td align="left" valign="top">Hungry</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">312</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">3 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref67">Kong et al. (2021)</xref>
</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">1 NM</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref68">Kumar et al. (2018)</xref>
</td>
<td align="center" valign="top">2018</td>
<td align="left" valign="top">India</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">932</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">24%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">3 II, 1 NM</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref69">Lalaoui et al. (2019)</xref>
</td>
<td align="center" valign="top">2018</td>
<td align="left" valign="top">Israel</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">15</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">1 II, 2&#x2009;S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref70">Lee et al. (2021)</xref>
</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Korea</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">338</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">2 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref71">Leung et al. (2017)</xref>
</td>
<td align="center" valign="top">2017</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">North America</td>
<td align="center" valign="top">22</td>
<td align="center" valign="top">11</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">73%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">1&#x2009;S, 3 II, 1 NM, 2 deletion, 1 frameshift</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref76">Liu et al. (2022)</xref>
</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">1884</td>
<td align="center" valign="top">14</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">50%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">1&#x2009;S, 5 II, 1 NM</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref77">Lomonaco et al. (2018)</xref>
</td>
<td align="center" valign="top">2018</td>
<td align="left" valign="top">Pakistan-USA</td>
<td align="left" valign="top">Asia-North America</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">57%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">3 II, 1 CD</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref78">Longo et al. (2019)</xref>
</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">South America</td>
<td align="center" valign="top">23</td>
<td align="center" valign="top">23</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">30%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">4 II, 3 PD</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref79">L&#x00F3;pez-Camacho et al. (2014)</xref>
</td>
<td align="center" valign="top">2013</td>
<td align="left" valign="top">Spain</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">26</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">1 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref80">Malli et al. (2018)</xref>
</td>
<td align="center" valign="top">2018</td>
<td align="left" valign="top">Greece</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">131</td>
<td align="center" valign="top">98</td>
<td align="center" valign="top">75</td>
<td align="center" valign="top">77%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">36 II, 22 NM, 6&#x2009;S, 11 deletion</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref81">Mansour et al. (2017)</xref>
</td>
<td align="center" valign="top">2017</td>
<td align="left" valign="top">Tunisia</td>
<td align="left" valign="top">Africa</td>
<td align="center" valign="top">220</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">7 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref82">Markovska et al. (2022)</xref>
</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Bulgaria</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">29</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">31%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">5 II, 2 NM, 2 not detected</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref83">Mathur et al. (2018)</xref>
</td>
<td align="center" valign="top">2018</td>
<td align="left" valign="top">India</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">25%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">2&#x2009;S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref84">Mavroidi et al. (2016)</xref>
</td>
<td align="center" valign="top">2016</td>
<td align="left" valign="top">Greece</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">135</td>
<td align="center" valign="top">19</td>
<td align="center" valign="top">15 (2)</td>
<td align="center" valign="top">79%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">2 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref85">Mavroidi et al. (2020)</xref>
</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">Greece</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">53</td>
<td align="center" valign="top">28</td>
<td align="center" valign="top">15 (4)</td>
<td align="center" valign="top">54%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">4 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref87">Mills et al. (2021)</xref>
</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">North America</td>
<td align="center" valign="top">27</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">71%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">2 NM, 2 II, 1&#x2009;S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref88">Mirshekar et al. (2020)</xref>
</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">Iran</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">94</td>
<td align="center" valign="top">20</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">20%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">3 NM, 1 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref90">Moghimi et al. (2021)</xref>
</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Iran</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">2 NM</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref93">Naha et al. (2022)</xref>
</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">India</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">240</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">33%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">2&#x2009;S, 1 NM</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref95">Nawfal Dagher et al. (2019)</xref>
</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">Lebanon</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">50%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">1&#x2009;S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref96">Ngbede et al. (2021)</xref>
</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Nigeria-USA</td>
<td align="left" valign="top">Africa-North America</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">16&#x2009;S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref97">Nguyen et al. (2021)</xref>
</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Vietnam</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">3 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref98">Niazadeh et al. (2022)</xref>
</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Iran</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">65</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">83%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">4&#x2009;S, 1 deletion</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref99">Nirwan et al. (2021)</xref>
</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">India</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">23%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">1&#x2009;S, 2 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref100">Nordmann et al. (2016)</xref>
</td>
<td align="center" valign="top">2016</td>
<td align="left" valign="top">Switzerland</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">121</td>
<td align="center" valign="top">94</td>
<td align="center" valign="top">64</td>
<td align="center" valign="top">68%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">7&#x2009;S, 11 NM, 33 II, 4 CD, 8 PD, 1 PD and S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref101">Novovi&#x0107; et al. (2017)</xref>
</td>
<td align="center" valign="top">2017</td>
<td align="left" valign="top">Serbia</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">27</td>
<td align="center" valign="top">27</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">7%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">1 II, 1 NM</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref102">Okdah et al. (2022)</xref>
</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Saudi Arabia</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">40%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">2&#x2009;S, 2 inactivation</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref103">Olaitan et al. (2014)</xref>
</td>
<td align="center" valign="top">2014</td>
<td align="left" valign="top">-</td>
<td align="left" valign="top">-</td>
<td align="center" valign="top">32</td>
<td align="center" valign="top">32</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">41%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">3 NM, 3&#x2009;S, 5 II, 2 not detected</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref104">Otter et al. (2017)</xref>
</td>
<td align="center" valign="top">2017</td>
<td align="left" valign="top">UK</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">38</td>
<td align="center" valign="top">25</td>
<td align="center" valign="top">23</td>
<td align="center" valign="top">92%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">23 NM</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref105">Palani et al. (2020)</xref>
</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">India</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">25</td>
<td align="center" valign="top">11</td>
<td align="center" valign="top">44%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">8 CD, 1 NM, 2 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref106">Palmieri et al. (2020)</xref>
</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">Serbia</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">2,298</td>
<td align="center" valign="top">45</td>
<td align="center" valign="top">45</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">38&#x2009;S, 6 NM, 1 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref107">Pitt et al. (2018)</xref>
</td>
<td align="center" valign="top">2018</td>
<td align="left" valign="top">Australia</td>
<td align="left" valign="top">Oceania</td>
<td align="center" valign="top">24</td>
<td align="center" valign="top">19</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">89%</td>
<td align="center" valign="top">PCR-WGS</td>
<td align="center" valign="top">14 II, 2 NM, 1&#x2009;S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref108">Poirel et al. (2015)</xref>
</td>
<td align="center" valign="top">2014</td>
<td align="left" valign="top">-</td>
<td align="left" valign="top">-</td>
<td align="center" valign="top">47</td>
<td align="center" valign="top">47</td>
<td align="center" valign="top">12</td>
<td align="center" valign="top">26%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">9 II, 3 NM</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref110">Popa et al. (2021)</xref>
</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Romania</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">23</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">1 NM</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref111">Pragasam et al. (2017)</xref>
</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">India</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">50%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">2 NM, 2 PD</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref113">Pu et al. (2023)</xref>
</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">12</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">67%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">2 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref114">Rimoldi et al. (2017)</xref>
</td>
<td align="center" valign="top">2017</td>
<td align="left" valign="top">Italy</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">68</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">29%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">2 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref115">Roch et al. (2022)</xref>
</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">South America</td>
<td align="center" valign="top">43</td>
<td align="center" valign="top">35</td>
<td align="center" valign="top">35</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">35&#x2009;S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref117">Rocha et al. (2020)</xref>
</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">South America</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">50%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">1 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref116">Rocha et al. (2022)</xref>
</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">South America</td>
<td align="center" valign="top">56</td>
<td align="center" valign="top">56</td>
<td align="center" valign="top">49 (13)</td>
<td align="center" valign="top">88%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">9 II, 3 NM, 1 PD</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref118">Rubic et al. (2023)</xref>
</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Croatia</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">34</td>
<td align="center" valign="top">34</td>
<td align="center" valign="top">34</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">34 NM</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref119">Shamina et al. (2020)</xref>
</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">Russia</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">159</td>
<td align="center" valign="top">71</td>
<td align="center" valign="top">23</td>
<td align="center" valign="top">32%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">19 II, 4 CD</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref120">Shankar et al. (2019)</xref>
</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">India</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">65</td>
<td align="center" valign="top">65</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">20%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">3 NM, 6 II, 3&#x2009;S, 1 No amplification</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref121">Sharahi et al. (2021)</xref>
</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Iran</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">52</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">38%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">5 NM, 1 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref123">Singh et al. (2021)</xref>
</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">India</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">22</td>
<td align="center" valign="top">22</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">14%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">3 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref124">Sisti et al. (2022)</xref>
</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Italy</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">12</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">75%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">1 NM, 1 CD, 1 PD</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref125">Snyman et al. (2021)</xref>
</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">South Africa</td>
<td align="left" valign="top">Africa</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">29%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">1 CD, 1 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref126">Solgi et al. (2020)</xref>
</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">Iran</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">74</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">1 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref127">Sonnevend et al. (2017)</xref>
</td>
<td align="center" valign="top">2017</td>
<td align="left" valign="top">UAE</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">9 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref128">Tietgen et al. (2022)</xref>
</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Germany</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">12</td>
<td align="center" valign="top">12</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">83%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">5 II, 5 CD</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref129">Torres et al. (2021)</xref>
</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Switzerland</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">20</td>
<td align="center" valign="top">11</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">91%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">2 II, 4 NM, 4&#x2009;S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref144">Zaman et al. (2018)</xref>
</td>
<td align="center" valign="top">2018</td>
<td align="left" valign="top">Saudi Arabia</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">23</td>
<td align="center" valign="top">23</td>
<td align="center" valign="top">18</td>
<td align="center" valign="top">78%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">17 II, 1 NM</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref130">Vendrik et al. (2022)</xref>
</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Netherlands</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">36</td>
<td align="center" valign="top">18</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">39%</td>
<td align="center" valign="top">NGS</td>
<td align="center" valign="top">1 PD, 3 II, 2&#x2009;S, 1 CD</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref132">Wang et al. (2023)</xref>
</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">189</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">50%</td>
<td align="center" valign="top">NGS</td>
<td align="center" valign="top">2 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref133">Wright et al. (2015)</xref>
</td>
<td align="center" valign="top">2014</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">North America</td>
<td align="center" valign="top">11</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">67%</td>
<td align="center" valign="top">RNA-Seq</td>
<td align="center" valign="top">1&#x2009;S, 4 II, 1 CD</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref134">Xiao et al. (2023)</xref>
</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">458</td>
<td align="center" valign="top">28</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">4%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">1&#x2009;S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref135">Xie et al. (2022)</xref>
</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">ND</td>
<td align="center" valign="top">1 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref136">Yang et al. (2020)</xref>
</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">Taiwan</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">49</td>
<td align="center" valign="top">49</td>
<td align="center" valign="top">32</td>
<td align="center" valign="top">65%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">6 NM, 17 II, 6 CD, 2 PD, 1 isolate with different pattern</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref137">Yap et al. (2020)</xref>
</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">Malaysia</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">2 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref139">Yoshino et al. (2021)</xref>
</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Japan</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">1 CD</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref140">Yousfi et al. (2019)</xref>
</td>
<td align="center" valign="top">2018</td>
<td align="left" valign="top">Algeria</td>
<td align="left" valign="top">Africa</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">33%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">1 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref142">Zafer et al. (2019)</xref>
</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">Egypt</td>
<td align="left" valign="top">Africa</td>
<td align="center" valign="top">234</td>
<td align="center" valign="top">22</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">5%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">1&#x2009;S</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref145">Zhang et al. (2018)</xref>
</td>
<td align="center" valign="top">2018</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Asia</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">WGS</td>
<td align="center" valign="top">8 II</td>
</tr>
<tr>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref146">Zhu et al. (2019)</xref>
</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">Greece</td>
<td align="left" valign="top">Europe</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">100%</td>
<td align="center" valign="top">PCR</td>
<td align="center" valign="top">8 II</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>PD, Partial Deletion; CD, Complete Deletion; II, Insertional Inactivation; NM, Nonsense Mutations; S, Substitution; ND, Not Determined. In four studies number of <italic>mgrB</italic> mutated isolates were different from number of <italic>mgrB</italic> detected isolates that written in parentheses.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="sec14">
<label>4</label>
<title>Discussion</title>
<p>In recent years, the effectiveness of antibiotics against MDR pathogens has decreased, leaving colistin as the last available option (<xref ref-type="bibr" rid="ref73">Lim et al., 2010</xref>). Numerous mechanisms in Gram-negative bacteria result in changes to the outer membrane, which are the main causes of colistin resistance (<xref ref-type="bibr" rid="ref72">Li et al., 2006</xref>). As mentioned, <italic>mgrB</italic> inactivation leads to dysregulation of the PhoQ-PhoP signaling system, eventually leading to LPS modification (<xref ref-type="bibr" rid="ref23">Cannatelli et al., 2013</xref>).</p>
<p>A recent study declared that MgrB alteration could create a fitness cost in <italic>K. pneumoniae</italic> related to the bacteria&#x2019;s environmental survival. This phenomenon could pose a silent threat to hospital transmission, as the physical changes resulting from the <italic>mgrB</italic> mutation seem to cause resistance to disinfectants.</p>
<p>Furthermore, during a two-year period, Xie et al. isolated one colistin-susceptible isolate and one <italic>mgrB-mutated</italic> ColR isolate from a patient. The ColR isolate exhibits an increased growth rate, but the colistin-susceptible isolate showed significantly decreased growth during a three-hour period, indicating that colistin resistance might result in resistance to human serum (<xref ref-type="bibr" rid="ref135">Xie et al., 2022</xref>; <xref ref-type="bibr" rid="ref138">Yap et al., 2022</xref>). Furthermore, the results of a recently published study showed that mutation of <italic>mgrB</italic> led to resistance to the <italic>Galleria mellonella</italic> antimicrobial peptides, and in both <italic>in vivo</italic> and <italic>in vitro</italic> experiments, it stimulated little activation of inflammatory responses. This phenomenon could be related to the increased virulence associated with this mutation, as many studies have shown the importance of an inflammatory response for <italic>K. pneumoniae</italic> clearance (<xref ref-type="bibr" rid="ref64">Kidd et al., 2017</xref>). Interestingly, another study demonstrated that MgrB-dependent ColR <italic>K. pneumoniae</italic> isolates exhibit increased survival outside the host, leading to enhanced host-to-host transmission (<xref ref-type="bibr" rid="ref19">Bray et al., 2022</xref>). Therefore, physicians and researchers must appreciate the importance of <italic>mgrB</italic> mutant isolates for cautious consideration of colistin utilization in <italic>K. pneumoniae</italic> infections. The significant rise in ColR isolates observed in recent years is related to the rapidly increasing use of colistin in hospital settings, which eventually accelerates the selection pressure for resistance (<xref ref-type="bibr" rid="ref131">Wang et al., 2017</xref>; <xref ref-type="bibr" rid="ref74">Liu and Liu, 2018</xref>). Nevertheless, the precise prevalence of <italic>mgrB</italic> variations was not reported in the recently published studies, therefore, the current study investigates the prevalence of mutated <italic>mgrB</italic> among the clinical isolates of ColR <italic>K. pneumoniae</italic> worldwide.</p>
<p>According to our analysis, 65% of all the ColR <italic>K. pneumoniae</italic> isolates carried mutated <italic>mgrB</italic>. Furthermore, the prevalence of the <italic>mgrB</italic> mutation has steadily increased from 46% in 2014 to 61% in 2022, which is a 15% increase. Similarly, a recent study demonstrates an increase in ColR from 4.8% in 2013&#x2013;2018 to 8.2% in 2019&#x2013;2021 in Iran (<xref ref-type="bibr" rid="ref94">Narimisa et al., 2022</xref>). Moreover, the annual report of the European Antimicrobial Resistance Surveillance Network (EARS-Net) declared that ColR <italic>K. pneumoniae</italic> has reached a high level of more than 20% in Italy and Greece (<xref ref-type="bibr" rid="ref112">Prevention ECfD, Control, 2017</xref>; <xref ref-type="bibr" rid="ref74">Liu and Liu, 2018</xref>). The increasing global use of colistin could lead to an enhanced increase in resistance to the antibiotic, as shown by our analysis of a 15% increase. This phenomenon highlights the urgent need to evaluate the strategies of antimicrobial resistance management internationally (<xref ref-type="bibr" rid="ref141">Yusof et al., 2022</xref>).</p>
<p>Our results showed that Europe showed the highest rate of mutated <italic>mgrB</italic> among the continents with 73%, and Africa had the lowest prevalence, with 54%. In 2012, Jaidane et al. demonstrated the emergence of colistin resistance in Tunisia and showed the critical role of MgrB in ColR <italic>K. pneumoniae</italic> isolates (<xref ref-type="bibr" rid="ref56">Jaidane et al., 2018</xref>). Furthermore, of the 47 ColR <italic>K. pneumoniae isolates</italic> in Thailand, mutated <italic>mgrB</italic> was the leading cause of ColR, which was observed among 43 (91.5%) isolates (<xref ref-type="bibr" rid="ref122">Shein et al., 2022</xref>). Moreover, a recently published study declared that the most common resistance mechanism among ColR <italic>K. pneumoniae</italic> isolates in the Middle East is mutations and insertion sequence transpositions in the <italic>mgrB</italic> (<xref ref-type="bibr" rid="ref6">Aris et al., 2020</xref>). Moreover, a recent study investigating the prevalence of mutated ColR <italic>K. pneumoniae</italic> reported that four countries in the Middle East had a high prevalence (&#x003E;50%) of mutated ColR <italic>K. pneumoniae</italic> (Saudi Arabia, Qatar, Tunisia, and Iran; <xref ref-type="bibr" rid="ref141">Yusof et al., 2022</xref>). We observed various mutations in the <italic>mgrB</italic> locus and categorized them into five groups: insertional inactivation, substitution, nonsense mutation, complete deletion, and partial deletion To view the details, you can refer to the <xref rid="SM1" ref-type="supplementary-material">Supplementary Excel file</xref>. The prevalence of substitution and complete deletion increased from 2014 to 2022 from 18 to 50% and 9 to 30%, respectively. Additionally, the prevalence of nonsense mutations has increased from 18% in 2014 to 100% in 2023. Insertional inactivation had the highest pooled prevalence among the <italic>mgrB</italic> variations, at 69%. These small mobile genetic elements are found in the genomes of most bacteria and pose a severe danger to gene structure and expression (<xref ref-type="bibr" rid="ref32">Consuegra et al., 2021</xref>).</p>
<p>The insertion of IS elements leads to the inactivation or truncation of <italic>mgrB</italic>, resulting in the malfunction of MgrB (<xref ref-type="bibr" rid="ref136">Yang et al., 2020</xref>). On many occasions, IS elements are carried by Inc. plasmid groups, and some studies indicate that these plasmids may also carry other resistance genes, like carbapenemase (<xref ref-type="bibr" rid="ref41">Fordham et al., 2022</xref>). The presence of multidrug-resistant IS-carrying plasmids is a significant concern. The emergence of antimicrobial resistance can lead to colistin therapy, which can mobilize IS elements and potentially create extensively drug-resistant (XDR) or PDR isolates (<xref ref-type="bibr" rid="ref41">Fordham et al., 2022</xref>). Therefore, monitoring the mutations caused by IS elements in <italic>K. pneumoniae</italic> is crucial to prevent the worldwide spread of colistin resistance (<xref ref-type="bibr" rid="ref136">Yang et al., 2020</xref>; <xref ref-type="bibr" rid="ref141">Yusof et al., 2022</xref>).</p>
<p>Generally, in the analysis of detection methods, it was found that both PCR and WGS methods were equally effective in detecting mutations, with no clear superiority of one over the other. However, WGS was more effective in detecting substitution mutations in 60% of cases, while PCR was effective only in 16%. Therefore, WGS can be considered to be the ideal method for detecting this specific mutation. In combination with Sanger sequencing, PCR has been traditionally used as the gold standard for mutation detection for many years due to its high specificity and low rate of false positives. Although this method has some limitations, such as low sensitivity, it is also time-consuming because of the need for manual analysis of sequencing chromatograms (<xref ref-type="bibr" rid="ref42">Gao et al., 2016</xref>). Despite these limitations, due to its accessibility and low cost, PCR is still a reasonable and affordable method, especially in developing countries.</p>
</sec>
<sec id="sec15">
<label>5</label>
<title>Limitations</title>
<p>Our study has certain limitations. Because only one study was conducted on the Oceania continent, we could not compare the prevalence of the <italic>mgrB</italic> mutation in ColR <italic>K. pneumoniae</italic> with other continents. We did not investigate the sequence type (ST) of resistant isolates because some studies did not report or determine the ST type. In addition, the heterogeneity among studies was relatively high; therefore, subgroup analysis was used to find and reduce the source of heterogeneity.</p>
</sec>
<sec sec-type="conclusions" id="sec16">
<label>6</label>
<title>Conclusion</title>
<p>Given the high importance and rise in the global prevalence of ColR <italic>K. pneumoniae</italic> isolates, it is vital to know the underlying mechanisms related to colistin resistance. The results of the present study showed that 65% of the ColR <italic>K. pneumoniae</italic> had variation in this gene. Collectively, these findings emphasize the importance of regular monitoring of ColR isolates in clinical settings to stop the spread of ColR isolates. Additionally, adopting innovative screening techniques, practicing antibiotic stewardship, lowering the usage of antibiotics in agriculture, and emphasizing the urgent need to design an organized plan to measure the colistin resistance level are effective strategies to combat antibiotic resistance. In this concept, the exact detection of mechanisms that lead to the mutation in <italic>mgrB</italic> could significantly decrease the extension of ColR <italic>K. pneumoniae</italic>. However, more confirmatory studies are needed to advance our knowledge in this field.</p>
</sec>
<sec sec-type="data-availability" id="sec17">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref rid="SM1" ref-type="supplementary-material">Supplementary material</xref>.</p>
</sec>
<sec sec-type="author-contributions" id="sec18">
<title>Author contributions</title>
<p>AK: Investigation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. NN: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. ZE: Writing &#x2013; review &#x0026; editing. NB: Writing &#x2013; review &#x0026; editing. SR: Writing &#x2013; review &#x0026; editing. AS: Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec19">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<ack>
<p>We would like to thank Mahmoud Yousefifard from the Physiology Research Center, Iran University of Medical Sciences, for supporting us during this study.</p>
</ack>
<sec sec-type="COI-statement" id="sec20">
<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>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="disclaimer" id="sec21">
<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 sec-type="supplementary-material" id="sec22">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2024.1386478/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2024.1386478/full#supplementary-material</ext-link></p>
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</sec>
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