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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.2024.1498779</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The impact of antibiotic induction on virulence and antibiotic resistance in <italic>Klebsiella pneumoniae</italic>: a comparative study of CSKP and CRKP strains</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Chen</surname> <given-names>Ke-Da</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2815361/overview"/>
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<contrib contrib-type="author">
<name><surname>Chen</surname> <given-names>Wei</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname> <given-names>Qian</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Li</surname> <given-names>Qingcao</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Department of Blood Transfusion, The Affiliated LiHuiLi Hospital of Ningbo University</institution>, <addr-line>Ningbo</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Clinical Laboratory, The Affiliated LiHuiLi Hospital of Ningbo University</institution>, <addr-line>Ningbo</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Piotr Majewski, Medical University of Bia&#x0142;ystok, Poland</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Damir Gavric, University of Novi Sad, Serbia</p><p>Shikha Joon, National Cancer Institute at Frederick (NIH), United States</p><p>Amanda Claire Brown, Tarleton State University, United States</p></fn>
<corresp id="c001">&#x002A;Correspondence: Qingcao Li, <email>lqc_lab@163.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>10</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1498779</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>09</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>10</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Chen, Chen, Zhang and Li.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Chen, Chen, Zhang and Li</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p><italic>Klebsiella pneumoniae</italic> is an opportunistic pathogen causing nosocomial infections, classified into carbapenem-sensitive and carbapenem-resistant strains. Understanding the virulence factors and antibiotic resistance of these strains is essential for effective clinical management.</p>
</sec>
<sec>
<title>Objective</title>
<p>This study compared the virulence genes and antibiotic resistance profiles of 50 CSKP and 50 CRKP strains, examining their expression under antibiotic pressure and the mechanisms contributing to their pathogenicity.</p>
</sec>
<sec>
<title>Methods</title>
<p>Virulence genes (<italic>rmpA</italic>, <italic>rmpA2</italic>, <italic>iucA</italic>, <italic>iutA</italic>, <italic>Peg-344</italic>, <italic>ybts</italic>, <italic>iroB</italic>) were detected in both strains using polymerase chain reaction (PCR). Antibiotic susceptibility testing established minimum inhibitory concentrations (MICs) for key antibiotics. Gene expression analysis was performed with quantitative reverse transcription PCR (qRT-PCR) after 10 days of antibiotic exposure.</p>
</sec>
<sec>
<title>Results</title>
<p>CSKP strains exhibited significantly higher positivity rates for virulence genes compared to CRKP strains. CRKP strains predominantly expressed resistance genes <italic>KPC</italic>, <italic>SHV</italic>, and <italic>CTX-M3</italic>, whereas no resistance genes were found in CSKP. Antibiotic susceptibility tests showed increased MICs, particularly for ciprofloxacin and imipenem, following antibiotic induction. CSKP demonstrated elevated expression of <italic>rmpA</italic> and <italic>rmpA2</italic>, while CRKP showed increased expression of <italic>SHV</italic>, and <italic>KPC</italic> after antibiotic exposure.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>This study highlights the intricate relationship between virulence and resistance in <italic>Klebsiella pneumoniae</italic>. CSKP strains show strong virulence factor expression, while CRKP strains adapt to antibiotic pressure through altered gene expression patterns. These findings underscore the urgent need for continuous surveillance and innovative therapeutic strategies to combat multidrug-resistant <italic>Klebsiella pneumoniae</italic> infections.</p>
</sec>
</abstract>
<kwd-group>
<kwd><italic>Klebsiella pneumoniae</italic></kwd>
<kwd>carbapenem-sensitive</kwd>
<kwd>carbapenem-resistant</kwd>
<kwd>virulence gene</kwd>
<kwd>resistance gene</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="38"/>
<page-count count="11"/>
<word-count count="6011"/>
</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 id="S1" sec-type="intro">
<title>1 Introduction</title>
<p><italic>Klebsiella pneumoniae</italic> is a Gram-negative bacterium belonging to the Enterobacteriaceae family, recognized as a significant opportunistic pathogen responsible for a range of infections, including pneumonia, septicemia, and urinary tract infections (<xref ref-type="bibr" rid="B9">Choby et al., 2020</xref>). This organism primarily resides in the human gastrointestinal tract but poses a serious risk, particularly to immunocompromised individuals (<xref ref-type="bibr" rid="B18">Kar et al., 2023</xref>; <xref ref-type="bibr" rid="B22">Kuo et al., 2022</xref>). Its notorious ability to rapidly acquire antibiotic resistance has made it a leading cause of nosocomial infections globally (<xref ref-type="bibr" rid="B1">Abbas et al., 2024</xref>; <xref ref-type="bibr" rid="B33">Uddin et al., 2021</xref>).</p>
<p>The emergence of multidrug-resistant <italic>Klebsiella pneumoniae</italic> strains presents an escalating public health challenge, contributing to extended hospital stays and heightened mortality rates. A key factor influencing the pathogenicity of this bacterium is its array of virulence factors alongside its antibiotic resistance genes (<xref ref-type="bibr" rid="B4">Assefa, 2022</xref>). Notable virulence determinants include the production of polysaccharide capsules, adhesins, and various tissue-damaging enzymes. The capsule plays a crucial role in defending against phagocytosis by the immune system (<xref ref-type="bibr" rid="B27">Riwu et al., 2022</xref>; <xref ref-type="bibr" rid="B12">Gao et al., 2024</xref>). Additionally, siderophores are vital for iron acquisition, which is critical for bacterial survival during infection (<xref ref-type="bibr" rid="B19">Khasheii et al., 2021</xref>). Compounding the challenges in treating <italic>Klebsiella pneumoniae</italic> infections is the presence of antibiotic resistance genes, such as bla<italic>KPC</italic>, which confers resistance to carbapenems, and those associated with extended-spectrum beta-lactamases (ESBLs), complicating treatment efforts (<xref ref-type="bibr" rid="B2">Aminov, 2009</xref>; <xref ref-type="bibr" rid="B11">Denk-Lobnig and Wood, 2023</xref>).</p>
<p>A relatively recent area of research is the effect of antibiotic exposure on the expression of both virulence and resistance genes in <italic>Klebsiella pneumoniae</italic>. As antibiotics impose selective pressure, understanding how sub-lethal antibiotic concentrations may induce gene expression changes that enhance virulence or promote resistance acquisition has become increasingly important (<xref ref-type="bibr" rid="B3">Andersson and Hughes, 2014</xref>; <xref ref-type="bibr" rid="B28">Sanchez-Cid et al., 2023</xref>; <xref ref-type="bibr" rid="B23">Li et al., 2019</xref>).</p>
<p>As our knowledge of <italic>Klebsiella pneumoniae</italic> evolves, studying the consequences of antibiotic-induced changes in gene expression is essential for developing effective therapeutic strategies. It is crucial to explore how integrating antibiotics into treatment regimens may inadvertently enhance the pathogenicity of these organisms.</p>
<p>In this study, we examined the alterations in the expression of virulence and antibiotic resistance genes in <italic>Klebsiella pneumoniae</italic> following exposure to various classes of antibiotics. Using quantitative real-time PCR, we assesed the expression levels of key virulence factors and resistance genes under different antibiotic conditions. Our findings aim to deepen the understanding of how <italic>Klebsiella pneumoniae</italic> adapts to antibiotic pressure and to inform clinical practices regarding antibiotic use, especially in environments where this pathogen poses a significant threat to patient safety. By exploring the dynamics of virulence and resistance under antibiotic pressure, we hope to contribute valuable insights for prevention and treatment strategies against infections caused by this formidable pathogen.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>2 Materials and methods</title>
<sec id="S2.SS1">
<title>2.1 Bacterial strains</title>
<p>This study involved the selection of 100 <italic>Klebsiella pneumoniae</italic> strains, comprising fifty carbapenem-sensitive <italic>Klebsiella pneumoniae</italic> (CSKP) strains and fifty carbapenem-resistant <italic>Klebsiella pneumoniae</italic> (CRKP) strains. These strains were retrieved from a preserved culture collection at the microbiology laboratory of Ningbo Medical Center LiHuiLi Hospital.</p>
<p>The identification of the bacterial strains and their antimicrobial susceptibility assessment were conducted using the VITEK 2 Compact automated system (bioM&#x00E9;rieux, France). For detailed information on the susceptibility profiles of these strains, please refer to <xref ref-type="supplementary-material" rid="TS1">Supplementary Table 1</xref>.</p>
<p>To validate the antibiotic susceptibility testing procedures, control strains of <italic>Escherichia coli</italic> ATCC 25922 and <italic>Pseudomonas aeruginosa</italic> ATCC 27853 were included as benchmarks in the experiments. These control strains were sourced from the National Center for Clinical Laboratories, Ministry of Health. The research protocol was approved by the Ethics Committee of Ningbo Medical Center LiHuiLi Hospital, under the approval number (KY2024SL286-01), ensuring adherence to ethical guidelines in medical research.</p>
</sec>
<sec id="S2.SS2">
<title>2.2 Selection and identification of bacteria</title>
<p>We performed conventional PCR to detect virulence and antimicrobial resistance genes in bacterial strains. DNA was extracted by lysing cells in a buffered solution and heating at 100&#x00B0;C for 10 min. After centrifugation at 12,000 rpm for 5 min, the supernatant containing approximately 100 ng/&#x03BC;L of DNA was collected.</p>
<p>The PCR reaction consisted of 2.0 &#x03BC;L of extracted DNA, 1.0 &#x03BC;L each of forward and reverse primers, 12.5 &#x03BC;L of 2X Taq MasterMix (Thermo Fisher Scientific, USA), and 8.5 &#x03BC;L of double-distilled water, totalling 25 &#x03BC;L. Thermal cycling included an initial denaturation at 94&#x00B0;C for 3 min, followed by 30 cycles of denaturation at 94&#x00B0;C for 30 s, annealing at 55&#x00B0;C for 30 s, and extension at 72&#x00B0;C for 1 min, concluding with a final extension at 72&#x00B0;C for 10 min. Amplified products were analyzed using agarose gel electrophoresis, selecting eight carbapenem-sensitive and eight carbapenem-resistant strains for further analysis.</p>
</sec>
<sec id="S2.SS3">
<title>2.3 Antibiotic induction experiment</title>
<p>Following the PCR results, eight strains of CRKP, which contained both resistance genes and virulence genes, were selected for the antibiotic induction experiment. Additionally, eight strains of CSKP which possessed the same virulence genes, were also identified for further study.</p>
<p>To culture the selected bacterial strains, they inoculated into LB broth and incubated at 37&#x00B0;C until they reached the logarithmic growth phase. The experimental protocol induced by antibiotics has been slightly adjusted (<xref ref-type="bibr" rid="B35">Wistrand-Yuen et al., 2018</xref>). The induction schedule was established as follows: the strains were exposed to an initial concentration of 1/2 the minimum inhibitory concentration (MIC) of each antibiotic on Day 1. The concentration was increased to 1 MIC on Day 2, followed by an increase to 2 MIC on Day 3. This gradual increase in antibiotic exposure continued for a total of 10 days, ultimately reaching 512 MIC, or the fixed concentration of 64 &#x03BC;g/mL if the initial MIC of the strain was greater than 64 &#x03BC;g/mL. During this entire period, bacteria were treated daily with the designated antibiotic concentrations, enabling the assessment of changes in antibiotic susceptibility and resistance patterns over time.</p>
</sec>
<sec id="S2.SS4">
<title>2.4 Real-time quantitative PCR (qPCR) analysis</title>
<p>After completing the antibiotic induction phase, three specific time points were selected for a detailed analysis: baseline strains prior to any exposure, as well as the strains induced on Day 4, Day 7, and Day 10 (<xref ref-type="bibr" rid="B13">Gaudin et al., 2013</xref>; <xref ref-type="bibr" rid="B34">Viers et al., 2014</xref>). To isolate total RNA from these cultures, the Column Bacterial Total RNA Extraction Purification Kit (Bioteke, Shanghai) was utilized according to the manufacturer&#x2019;s instructions.</p>
<p>Following RNA extraction, reverse transcription was performed to generate complementary DNA (cDNA) from the isolated RNA samples. Subsequently, quantitative PCR (qPCR) was conducted using SYBR Green PCR Master Mix in conjunction with gene-specific primers, allowing for the measurement of expression levels of virulence and resistance genes both before and after antibiotic exposure. The qPCR protocol involved an initial denaturation at 95&#x00B0;C for 3 min, followed by 40 cycles of denaturation at 95&#x00B0;C for 3 s and annealing at 60&#x00B0;C for 30 s.</p>
<p>The specific primer sequences for each gene were listed in <xref ref-type="supplementary-material" rid="TS1">Supplementary Table 2</xref>. Additionally, each gene was analyzed in triplicate to ensure the reliability and accuracy of the results. For the purpose of quantitative analysis, the 16S rRNA gene was employed as an internal control, and the data were quantified using the 2<sup>&#x2212;&#x0394;&#x0394;CT</sup> method for expression analysis.</p>
</sec>
<sec id="S2.SS5">
<title>2.5 Statistical analysis</title>
<p>Statistical analyses were performed using SPSS version 26.0. To assess the differences in gene expression between the original strains and the induced strains at Day 4, Day 7, and Day 10, one-way ANOVA was utilized, complemented by Dunnett&#x2019;s test for multiple comparisons. Results are expressed as mean values &#x00B1; standard deviations (SD). A significance threshold of <italic>p</italic> &#x003C; 0.05 was established to identify statistically significant differences.</p>
<p>Graphical representation of the data was performed using GraphPad Prism version 10.1.2. The software was utilized to create bar graphs illustrating the mean expression levels of virulence and resistance genes at each time point. The error bars represented standard deviations. Statistical significance was marked with asterisks based on the results of the Dunnett&#x2019;s test. The combination of SPSS for statistical analysis and GraphPad Prism for visualization provided a comprehensive overview of the impacts of antibiotic exposure on gene expression in <italic>Klebsiella pneumoniae</italic>.</p>
</sec>
</sec>
<sec id="S3">
<title>3 Results analysis</title>
<sec id="S3.SS1">
<title>3.1 Detection of virulence and resistance genes</title>
<p>In this study, the antimicrobial susceptibility testing conducted on 100 isolates indicated that CRKP demonstrates a high resistance rate to most cephalosporins, with a resistance rate reaching 46% for both amikacin and cotrimoxazole. In contrast, CSKP showed a resistance rate to cephalosporins ranging from 10 to 30%, and was highly susceptible to both imipenem and ertapenem. We analyzed these strains for the presence of virulence genes, with an emphasis on examining 50 CRKP strains for resistance genes. Among the 50 CSKP strains, we determined the positivity rates for seven virulence genes: <italic>rmpA</italic>, <italic>rmpA2</italic>, <italic>iucA</italic>, <italic>iutA</italic>, <italic>Peg-344</italic>, <italic>ybts</italic>, and <italic>iroB</italic>. The findings indicated that the positive rates were as follows: <italic>rmpA</italic>: 50.0%, <italic>rmpA2</italic>: 46.0%, <italic>iucA</italic>: 52.0%, <italic>iutA</italic>: 42.0%, <italic>Peg-344</italic>: 54.0%, <italic>ybts</italic>: 54.0%, and <italic>iroB</italic>: 50.0%. In comparison, the 50 CRKP strains exhibited the following positivity rates for the same virulence genes: <italic>rmpA</italic>: 12.0%, <italic>rmpA2</italic>: 46.0%, <italic>iucA</italic>: 48.0%, <italic>iutA</italic>: 50.0%, <italic>Peg-344</italic>: 2.0%, <italic>ybts</italic>: 20.0%, and <italic>iroB</italic>: 82.0%. Notably, the positive detection rates for <italic>rmpA</italic>, <italic>iroB</italic>, <italic>Peg-344</italic>, and <italic>ybts</italic> in CSKP strains were significantly higher than those observed in CRKP strains (<italic>P</italic> &#x003C; 0.05). However, no statistically significant differences were noted for the other virulence genes (<italic>P</italic> &#x003E; 0.05).</p>
<p>Regarding the resistance genes in the CRKP strains, the detection rates were as follows: <italic>KPC</italic>: 86.0%, <italic>SHV</italic>: 94.0%, and <italic>CTX-M3</italic>: 38.0%. Remarkably, no resistance genes were identified in any of the CSKP strains (see <xref ref-type="table" rid="T1">Table 1</xref> for detailed results).</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Detection rate of virulence and resistance genes.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Gene type</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Gene name</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">CRKP [<italic>n</italic> (%)]</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">CSKP [<italic>n</italic> (%)]</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" rowspan="7">Virulence genes</td>
<td valign="top" align="center"><italic>rmpA</italic></td>
<td valign="top" align="center">6 (12.0)</td>
<td valign="top" align="center">25 (50.0)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="center"><italic>rmpA2</italic></td>
<td valign="top" align="center">23 (46.0)</td>
<td valign="top" align="center">23 (46.0)</td>
<td valign="top" align="center">1.000</td>
</tr>
<tr>
<td valign="top" align="center"><italic>iucA</italic></td>
<td valign="top" align="center">24 (48.0)</td>
<td valign="top" align="center">26 (52.0)</td>
<td valign="top" align="center">0.689</td>
</tr>
<tr>
<td valign="top" align="center"><italic>iutA</italic></td>
<td valign="top" align="center">25 (50.0)</td>
<td valign="top" align="center">21 (42.0)</td>
<td valign="top" align="center">0.422</td>
</tr>
<tr>
<td valign="top" align="center"><italic>iroB</italic></td>
<td valign="top" align="center">1 (2.0)</td>
<td valign="top" align="center">27 (54.0)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="center"><italic>Peg-344</italic></td>
<td valign="top" align="center">10 (20)</td>
<td valign="top" align="center">27 (54.0)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="center"><italic>ybts</italic></td>
<td valign="top" align="center">41 (82.0)</td>
<td valign="top" align="center">25 (50.0)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="6">Resistance genes</td>
<td valign="top" align="center"><italic>KPC</italic></td>
<td valign="top" align="center">43 (86.0)</td>
<td valign="top" align="center">/</td>
<td valign="top" align="center">/</td>
</tr>
<tr>
<td valign="top" align="center"><italic>Ndm</italic></td>
<td valign="top" align="center">7 (14.0)</td>
<td valign="top" align="center">/</td>
<td valign="top" align="center">/</td>
</tr>
<tr>
<td valign="top" align="center"><italic>CTX-M-1</italic></td>
<td valign="top" align="center">0 (0)</td>
<td valign="top" align="center">/</td>
<td valign="top" align="center">/</td>
</tr>
<tr>
<td valign="top" align="center"><italic>CTX-M3</italic></td>
<td valign="top" align="center">19 (38.0)</td>
<td valign="top" align="center">/</td>
<td valign="top" align="center">/</td>
</tr>
<tr>
<td valign="top" align="center"><italic>SHV</italic></td>
<td valign="top" align="center">47 (94.0)</td>
<td valign="top" align="center">/</td>
<td valign="top" align="center">/</td>
</tr>
<tr>
<td valign="top" align="center"><italic>DHA</italic></td>
<td valign="top" align="center">2 (4.0)</td>
<td valign="top" align="center">/</td>
<td valign="top" align="center">/</td>
</tr>
</tbody>
</table></table-wrap>
</sec>
<sec id="S3.SS2">
<title>3.2 Antibiotic induction outcomes</title>
<p>From the initial 50 strains of CSKP and 50 strains of CRKP, we selected eight representative strains from each group for further analysis. This selection was based on a criterion that aimed to encompass a diverse range of virulence and resistance gene profiles, ensuring that the selected strains collectively reflected the genetic variability present in the broader sample. The specific virulence and resistance gene distribution among these strains can be found in <xref ref-type="supplementary-material" rid="TS1">Supplementary Table 3</xref>. In this experiment, we evaluated the Minimum Inhibitory Concentrations (MICs) of <italic>Klebsiella pneumoniae</italic> against various antibiotics, both before and after a 10-day antibiotic induction period. The initial MIC values are documented in <xref ref-type="supplementary-material" rid="TS1">Supplementary Table 4</xref>.</p>
<p>By Day 4, we observed that the MICs for ciprofloxacin and imipenem escalated rapidly, exceeding 64 &#x03BC;g/mL. In contrast, the MIC for ceftazidime-avibactam ranged between 4 and 32 &#x03BC;g/mL, while polymyxin B exhibited an MIC between 0.125 and 0.5 &#x03BC;g/mL. By Day 7, the MIC for ceftazidime-avibactam increased to between 16 and 32 &#x03BC;g/mL, and the MIC for polymyxin B rose to between 0.5 and 1 &#x03BC;g/mL. On Day 10, the MIC for ceftazidime-avibactam surpassed 16 &#x03BC;g/mL, while the MIC for polymyxin B ranged from 4 to 8 &#x03BC;g/mL. The detailed induction results of polymyxin B and ceftazidime-avibactam are illustrated in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p><bold>(A)</bold> Radar chart of <italic>Klebsiella pneumoniae</italic> induced by polymyxin B. <bold>(B)</bold> A radar chart of <italic>Klebsiella pneumoniae</italic> induced byceftazidime-avibactam. The areas enclosed at each time point represent the antibiotic resistance status of the bacteria at that time.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-15-1498779-g001.tif"/>
</fig>
</sec>
<sec id="S3.SS3">
<title>3.3 Gene expression analysis via qPCR</title>
<p>The results from conventional PCR and the antibiotic induction experiments highlighted the need to quantitatively assess the expression levels of virulence and antimicrobial resistance genes. Therefore, we employed real-time quantitative PCR (qPCR) for a more precise measurement of gene expression. Within the CSKP and CRKP groups, we selected the virulence genes <italic>rmpA</italic>, <italic>rmpA2</italic>, <italic>iucA</italic>, and <italic>iutA</italic>, which exhibited high positive rates. Additionally, for the CRKP strains, we included the resistance genes <italic>SHV</italic> and <italic>KPC</italic>, which also demonstrated significant positive rates, for further analysis. The qPCR results indicated that there were significant differences in the expression levels of virulence and resistance genes before and after antibiotic induction.</p>
<p>Initially, the expression levels of the virulence genes <italic>rmpA</italic> and <italic>rmpA2</italic> in the original carbapenem-sensitive strain (CSKP) were found to be significantly higher compared to those in CRKP (<italic>P</italic> &#x003C; 0.05). However, the expression levels of <italic>iucA</italic> and <italic>iutA</italic> showed no significant differences between the two groups (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Differential gene expression level of rmpA, rmpA2, iucA and iutA in CSKP and CRKP. Using CSKP as a control, the differences in gene expression level of CRKP in various genes are compared. &#x002A;&#x002A;&#x002A;<italic>P</italic> &#x003C; 0.001, &#x002A;&#x002A;<italic>P</italic> &#x003C; 0.01, and &#x201C;ns&#x201D; represents no statistically significant difference between the two groups.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-15-1498779-g002.tif"/>
</fig>
<p>After 4 days of antibiotic induction, the virulence gene expression in CSKP remained relatively stable. Conversely, in CRKP, the expression of the <italic>iutA</italic> gene significantly decreased when compared to the original CRKP strain (<italic>P</italic> &#x003C; 0.05). Notably, the expression levels of the resistance genes <italic>SHV</italic> and <italic>KPC</italic> in CRKP showed a significant increase (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Differential gene expression level in CSKP and CRKP on Day 4. Using CSKP in panel <bold>(A)</bold> as a control, the differences in gene expression level of rmpA, rmpA2, iucA and iutA in CSKP are compared. Using CRKP in panels <bold>(B,C)</bold> as a control, the differences in gene expression level of rmpA, rmpA2, iucA, iutA, SHV, KPC in CRKP are compared. &#x002A;&#x002A;&#x002A;<italic>P</italic> &#x003C; 0.001, &#x002A;&#x002A;<italic>P</italic> &#x003C; 0.01,&#x002A;<italic>P</italic> &#x003C; 0.05, and &#x201C;ns&#x201D; represents no statistically significant difference between the two groups.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-15-1498779-g003.tif"/>
</fig>
<p>Following 7 days of antibiotic induction, the expression of the <italic>rmpA</italic> gene in CSKP significantly increased, whereas the expression levels of the other three genes demonstrated minimal changes. In CRKP, the expression of <italic>iutA</italic> still decreased (<italic>p</italic> &#x003C; 0.05) alongside a notable increase in the expression levels of resistance genes (<italic>P</italic> &#x003C; 0.001) (<xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Differential gene expression level in CSKP and CRKP on Day 7. Using CSKP in panel <bold>(A)</bold> as a control, the differences in gene expression level of rmpA, rmpA2, iucA and iutA in CSKP are compared. Using CRKP in panels <bold>(B,C)</bold> as a control, the differences in gene expression level of rmpA, rmpA2, iucA, iutA, SHV, KPC in CRKP are compared.&#x002A;&#x002A;&#x002A;<italic>P</italic> &#x003C; 0.001, &#x002A;&#x002A;<italic>P</italic> &#x003C; 0.01, &#x002A;<italic>P</italic> &#x003C; 0.05, and &#x201C;ns&#x201D; represents no statistically significant difference between the two groups.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-15-1498779-g004.tif"/>
</fig>
<p>Finally, after 10 days of antibiotic induction, the expression of the <italic>rmpA</italic> gene in CSKP was higher in comparison to the original strain but showed minimal change relative to the strain induced for 7 days. In contrast, the expression of <italic>iutA</italic> in CRKP shifted from being statistically significant compared to the original CRKP strain to no longer demonstrating significant differences. Nonetheless, the expression of <italic>rmpA2</italic> exhibited a marked increase compared to the original CRKP strain, yielding a statistically significant difference, while the levels of resistance gene expression continued to rise significantly (<xref ref-type="fig" rid="F5">Figure 5</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Differential gene expression level in CSKP and CRKP on Day 10. Using CSKP in panel <bold>(A)</bold> as a control, the differences in gene expression level of rmpA, rmpA2, iucA and iutA in CSKP are compared. Using CRKP in panels <bold>(B,C)</bold> as a control, the differences in gene expression level of rmpA, rmpA2, iucA, iutA, SHV, KPC in CRKP are compared. &#x002A;&#x002A;&#x002A;&#x002A;<italic>P</italic> &#x003C; 0.0001, &#x002A;&#x002A;&#x002A;<italic>P</italic> &#x003C; 0.001, &#x002A;&#x002A;<italic>P</italic> &#x003C; 0.01, &#x002A;<italic>P</italic> &#x003C; 0.05, and &#x201C;ns&#x201D; represents no statistically significant difference between the two groups.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-15-1498779-g005.tif"/>
</fig>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>4 Discussion</title>
<p><italic>Klebsiella pneumoniae</italic> is a significant pathogen responsible for a wide range of infections, particularly in immunocompromised patients. In recent years, there has been increasing concern regarding its rising antibiotic resistance. In the current susceptibility testing, CRKP was found to be resistant to most cephalosporin antibiotics, while CSKP exhibited resistance rates between 10 and 30%. Additionally, resistance to other antibiotics has also shown varying increases. Consequently, the presence of <italic>Klebsiella pneumoniae</italic> poses a significant challenge to our healthcare environment (<xref ref-type="bibr" rid="B21">Kot et al., 2023</xref>; <xref ref-type="bibr" rid="B36">Wysocka et al., 2021</xref>).</p>
<p>To conduct further analytical research, the detection of virulence genes provided additional insights into the pathogenic potential of CSKP and CRKP. In our study, we assessed a total of 100 strains of <italic>Klebsiella pneumoniae</italic> for seven virulence genes: <italic>rmpA</italic>, <italic>rmpA2</italic>, <italic>iucA</italic>, <italic>iutA</italic>, <italic>Peg - 344</italic>, <italic>ybts</italic>, and <italic>iroB</italic>. The virulence genes <italic>rmpA</italic> and <italic>rmpA2</italic> enhanced capsular polysaccharide production, helping <italic>Klebsiella pneumoniae</italic> evade the immune system (<xref ref-type="bibr" rid="B7">Cheng et al., 2010</xref>). The <italic>iucA</italic> and <italic>iutA</italic> genes facilitated iron acquisition through the synthesis of aerobactin and its receptor, promoting bacterial growth in iron - limited conditions (<xref ref-type="bibr" rid="B6">Burbank et al., 2015</xref>). Additionally, <italic>Peg - 344</italic> and <italic>ybts</italic> were involved in enhancing virulence and biofilm formation, while <italic>iroB</italic> was part of the siderophore gene cluster that aided in iron uptake (<xref ref-type="bibr" rid="B17">Hwang et al., 2024</xref>; <xref ref-type="bibr" rid="B15">Hogle et al., 2022</xref>). Together, these genes significantly contributed to the pathogenicity of <italic>Klebsiella pneumoniae</italic>. Our study showed that the positive detection rates among CSKP were evidently high, particularly for <italic>rmpA</italic> and <italic>rmpA2</italic> at 50.0% and 46.0% respectively. In contrast, CRKP exhibited significantly lower rates, with <italic>rmpA</italic> at only 12.0%, although a remarkably higher positivity rate of <italic>iroB</italic> at 82.0% was observed. This pattern correlated with findings by <xref ref-type="bibr" rid="B20">Kochan et al. (2023)</xref>, who emphasized the importance of virulence factors in determining pathogenicity within hypervirulent strains (<xref ref-type="bibr" rid="B10">Debroas and Siguret, 2019</xref>; <xref ref-type="bibr" rid="B29">Schroeder et al., 2017</xref>).</p>
<p>In terms of antibiotic resistance, the vast presence of resistance genes such as <italic>KPC</italic>, <italic>SHV</italic>, and <italic>CTX-M3</italic> in CRKP, with detection rates of 86.0%, 94.0%, and 38.0%, respectively, highlights an alarming trend of resistance among these strains. This aligns with observations by <xref ref-type="bibr" rid="B26">Pulingam et al. (2022)</xref> who correlated the increasing prevalence of resistance genes with the overuse of antibiotics in healthcare environments. <italic>KPC</italic> was particularly alarming as it conferred high - level resistance to carbapenems, often regarded as the last - line antibiotics for treating severe infections. The widespread detection of <italic>SHV</italic> and <italic>CTX - M3</italic> reinforced the challenge presented by extended - spectrum beta - lactamases (ESBLs), which could compromise the effectiveness of penicillins and cephalosporins (<xref ref-type="bibr" rid="B38">Yu et al., 2024</xref>).</p>
<p>The previous assessments of virulence and resistance genes aimed to provide a comprehensive evaluation of the pathogenicity and resistance profiles of the bacteria, thereby effectively guiding clinical treatment, monitoring disease trends, and controlling the spread of infections. Conversely, the drug induction experiments sought to explore the effects of antibiotics on bacteria, including the mechanisms of induced resistance, the identification of effective antimicrobial agents, and the adaptive changes of bacteria under antibiotic pressure. In this drug induction experiment, we selected eight representative strains from each of 50 CSKP and 50 CRKP isolates to ensure coverage of most virulence and resistance genes that required further investigation.</p>
<p>By using the agar dilution method to determine the minimum inhibitory concentration (MIC) of antimicrobial agents, we found that half of the original CRKP strains were resistant to ciprofloxacin and imipenem, while the other half exhibited sensitivity to these drugs, similar to CSKP strains. After 4 days of drug induction, all strains demonstrated resistance to ciprofloxacin and imipenem, with MIC values exceeding 64 &#x03BC;g/mL. As shown in <xref ref-type="fig" rid="F1">Figure 1</xref>, after 4, 7, and 10 days of induction with ceftazidime-avibactam, the MIC values for both CSKP and CRKP increased from &#x003C;0.5 to 32 &#x03BC;g, eventually surpassing 64 &#x03BC;g/mL. This indicates that prolonged exposure to antibiotics can lead to the development of multidrug resistance among these pathogens (<xref ref-type="bibr" rid="B8">Ching and Zaman, 2020</xref>; <xref ref-type="bibr" rid="B31">Stanton et al., 2020</xref>). However, it is noteworthy that after 10 days of induction with polymyxin B, the MIC changes for both CSKP and CRKP were more modest, shifting from &#x003C;0.5 to around 8 &#x03BC;g. This minimal change may be attributed to the structural characteristics of polymyxin B itself. Because it exerted its lethal effect by interacting with the lipopolysaccharides of the bacterial outer membrane, disrupting its integrity. For bacteria to develop resistance, multiple genetic mutations would have needed to occur simultaneously to alter the outer membrane structure, which was a low-probability event (<xref ref-type="bibr" rid="B37">Yang et al., 2023</xref>).</p>
<p>To further compare the virulence and resistance of CSKP and CRKP after antibiotic induction, we conducted RT-qPCR to analyze the original strains as well as their antibiotic-induced counterparts. The analysis revealed that the expression levels of <italic>rmpA</italic> and <italic>rmpA2</italic> in CSKP strains were significantly higher than those in CRKP strains. After 4 days of antibiotic induction, the expression levels of virulence genes in CSKP exhibited minimal changes, whereas CRKP showed a marked decrease in <italic>iutA</italic> expression alongside a significant increase in resistance gene expression, particularly <italic>SHV</italic> and <italic>KPC</italic>. By day seven of induction, <italic>rmpA</italic> expression in CSKP continued to rise, while CRKP demonstrated a slight recovery in <italic>iutA</italic> expression compared to day four, although it remained lower than in the original strains. By day ten of induction, <italic>rmpA</italic> expression in CSKP showed a slight increase, while <italic>rmpA2</italic> expression in CRKP increased significantly, with <italic>iutA</italic> expression stabilizing and <italic>KPC</italic> and <italic>SHV</italic> expression rising dramatically compared to the original strains.</p>
<p>According to the research by <xref ref-type="bibr" rid="B16">Hu et al. (2024)</xref> on the pathogenic mechanisms of <italic>Klebsiella pneumoniae</italic>, <italic>rmpA</italic> and <italic>rmpA2</italic> are likely involved in various key physiological processes in CSKP and have significant importance in maintaining bacterial structural integrity and virulence. Their higher expression may be closely related to the composition and functional regulation of the outer membrane, enhancing the bacteria&#x2019;s ability to withstand external environmental pressures, including a certain level of antibiotic resistance (<xref ref-type="bibr" rid="B32">Sun et al., 2022</xref>). This might represent an adaptive strategy that CSKP has developed over time. <xref ref-type="bibr" rid="B25">Pountain et al. (2024)</xref> highlighted in their studies on bacterial gene regulation that different strains may possess unique regulatory networks. There could be specific transcriptional regulatory mechanisms in CSKP that keep <italic>rmpA</italic> and <italic>rmpA2</italic> in a relatively active transcriptional state. For instance, there may be positive regulatory factors binding specifically to the promoter regions of <italic>rmpA</italic> and <italic>rmpA2</italic>, promoting efficient transcription (<xref ref-type="bibr" rid="B14">He et al., 2023</xref>).</p>
<p>The continued increase in <italic>rmpA</italic> expression throughout the induction period may represent an adaptive response by CSKP. In the presence of antibiotics, CSKP may sense cellular stress and upregulate <italic>rmpA</italic> expression to enhance its defensive capabilities. <italic>RmpA</italic> could be involved in the repair mechanisms against antibiotic damage or may improve antibiotic tolerance by modulating the structure and function of the outer membrane (<xref ref-type="bibr" rid="B24">Memar et al., 2020</xref>). By day ten, the slight increase in <italic>rmpA</italic> expression may indicate that CSKP has reached a new equilibrium, where the expression level of <italic>rmpA</italic> is sufficient to meet its survival and functional needs in an antibiotic environment.</p>
<p>The significant decline in <italic>iutA</italic> expression in CRKP may be a strategy for adapting to the antibiotic environment. <italic>IutA</italic> may be associated with certain antibiotic-sensitive metabolic pathways or cellular functions, and reducing its expression could lessen CRKP&#x2019;s dependency on these potentially vulnerable aspects, thereby enhancing its chances of survival. For example, since <italic>iutA</italic> is involved in iron uptake, which can sometimes increase bacterial sensitivity to antibiotics, CRKP may lower its iron acquisition by reducing <italic>iutA</italic> expression, thus decreasing its susceptibility (<xref ref-type="bibr" rid="B30">Sheldon et al., 2016</xref>). The antibiotic induction likely triggered a reprogramming of the gene regulatory network within CRKP. Transcriptional regulators may sense the threat posed by antibiotics and initiate a suite of regulatory programs to suppress the expression of genes, like <italic>iutA</italic>, that may be detrimental to survival while activating the transcription of resistance genes. This remodeling of gene expression is a critical mechanism by which CRKP adapts to an antibiotic environment, reflecting the flexibility of bacterial gene regulatory systems and their rapid response capabilities to environmental changes (<xref ref-type="bibr" rid="B16">Hu et al., 2024</xref>).</p>
<p>Additionally, throughout the 10 days of antibiotic induction, the expression of resistance genes such as <italic>KPC</italic> and <italic>SHV</italic> significantly increased. A lateral comparison of the induction capabilities of four antibiotics, along with the agar dilution determination of MIC, showed that the expression of resistance genes under polymyxin B induction was not as strong as that under the other three antibiotics, consistent with previous discussions (<xref ref-type="bibr" rid="B37">Yang et al., 2023</xref>). The substantial increase in resistance genes like <italic>KPC</italic> and <italic>SHV</italic> further enhances the resistance capabilities of CRKP. As antibiotic pressure persists, CRKP must continuously strengthen its resistance to ensure survival. The high expression of resistance genes enables CRKP to more effectively combat antibiotics, thereby improving its competitive survival in antibiotic environments and ensuring the bacteria&#x2019;s survival and reproduction in adverse conditions (<xref ref-type="bibr" rid="B5">Budia-Silva et al., 2024</xref>).</p>
<p>This study acknowledges several limitations, including the relatively small sample sizes of 50 CSKP and 50 CRKP strains, which may not fully encapsulate the genetic diversity of <italic>Klebsiella pneumoniae</italic>. Additionally, the research being conducted at a single institution may limit the generalizability of the findings. The absence of longitudinal data restricts our ability to observe the evolution of resistance and virulence traits over time. Moreover, while focusing on specific virulence and resistance genes provides valuable insights, the lack of functional studies assessing their direct impacts on pathogenicity may overlook other vital contributing factors. Future research should strive to overcome these limitations to yield more comprehensive insights into the challenges posed by <italic>Klebsiella pneumoniae</italic>.</p>
</sec>
<sec id="S5" sec-type="conclusion">
<title>5 Conclusion</title>
<p>This study sheds light on the complex relationship between virulence factors and antibiotic resistance in <italic>Klebsiella pneumoniae</italic>, highlighting that while CSKP strains exhibit higher expression of virulence genes, CRKP strains are becoming increasingly resilient through enhanced expression of resistance genes at the cost of certain virulence traits. The dynamics of gene expression reveal that <italic>Klebsiella pneumoniae</italic> responds to antibiotic inhibition with a marked plasticity, navigating between virulence and resistance in a rapidly changing environment. Continuous monitoring and investigation into these aspects are vital for the development of effective treatment strategies and the management of infections caused by <italic>Klebsiella pneumoniae</italic>.</p>
</sec>
</body>
<back>
<sec id="S6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are publicly available. This data can be found here: <ext-link ext-link-type="uri" xlink:href="http://datadryad.org/stash/share/AGJndLDLl3cB9-Nfe38vRs4OmaLXL13njGd3zOR-MKk">http://datadryad.org/stash/share/AGJndLDLl3cB9-Nfe38vRs4OmaLXL13njGd3zOR-MKk</ext-link>.</p>
</sec>
<sec id="S7" sec-type="author-contributions">
<title>Author contributions</title>
<p>K-DC: Validation, Project administration, Writing &#x2013; review and editing, Writing &#x2013; original draft, Formal analysis. WC: Writing &#x2013; review and editing, Formal analysis, Methodology, Data curation. QZ: Writing &#x2013; original draft, Visualization, Methodology, Formal analysis. QL: Writing &#x2013; review and editing, Writing &#x2013; original draft, Visualization, Supervision, Resources, Methodology, Funding acquisition, Data curation.</p>
</sec>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was supported by the Medical and Health Research Project of Zhejiang Province (grant no. 2024KY288), Traditional Chinese Medicine Research Project of Zhejiang Province (grant no. 2024ZL940), and Ningbo Medical Science and Technology Project (grant no. 2022Y03).</p>
</sec>
<sec id="S9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="S10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="S11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2024.1498779/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmicb.2024.1498779/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.DOC" id="TS1" mimetype="application/msword" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abbas</surname> <given-names>A.</given-names></name> <name><surname>Barkhouse</surname> <given-names>A.</given-names></name> <name><surname>Hackenberger</surname> <given-names>D.</given-names></name> <name><surname>Wright</surname> <given-names>G. D.</given-names></name></person-group> (<year>2024</year>). <article-title>Antibiotic resistance: A key microbial survival mechanism that threatens public health.</article-title> <source><italic>Cell Host Microbe</italic></source> <volume>32</volume> <fpage>837</fpage>&#x2013;<lpage>851</lpage>. <pub-id pub-id-type="doi">10.1016/j.chom.2024.05.015</pub-id> <pub-id pub-id-type="pmid">38870900</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Aminov</surname> <given-names>R. I.</given-names></name></person-group> (<year>2009</year>). <article-title>The role of antibiotics and antibiotic resistance in nature.</article-title> <source><italic>Environ. Microbiol.</italic></source> <volume>11</volume> <fpage>2970</fpage>&#x2013;<lpage>2988</lpage>. <pub-id pub-id-type="doi">10.1111/j.1462-2920.2009.01972.x</pub-id> <pub-id pub-id-type="pmid">19601960</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Andersson</surname> <given-names>D. I.</given-names></name> <name><surname>Hughes</surname> <given-names>D.</given-names></name></person-group> (<year>2014</year>). <article-title>Microbiological effects of sublethal levels of antibiotics.</article-title> <source><italic>Nat. Rev. Microbiol.</italic></source> <volume>12</volume> <fpage>465</fpage>&#x2013;<lpage>478</lpage>. <pub-id pub-id-type="doi">10.1038/nrmicro3270</pub-id> <pub-id pub-id-type="pmid">24861036</pub-id></citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Assefa</surname> <given-names>M.</given-names></name></person-group> (<year>2022</year>). <article-title>Multi-drug resistant gram-negative bacterial pneumonia: Etiology, risk factors, and drug resistance patterns.</article-title> <source><italic>Pneumonia</italic></source> <volume>14</volume>:<issue>4</issue>. <pub-id pub-id-type="doi">10.1186/s41479-022-00096-z</pub-id> <pub-id pub-id-type="pmid">35509063</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Budia-Silva</surname> <given-names>M.</given-names></name> <name><surname>Kostyanev</surname> <given-names>T.</given-names></name> <name><surname>Ayala-Monta&#x00F1;o</surname> <given-names>S.</given-names></name> <name><surname>Bravo-Ferrer Acosta</surname> <given-names>J.</given-names></name> <name><surname>Garcia-Castillo</surname> <given-names>M.</given-names></name> <name><surname>Cant&#x00F3;n</surname> <given-names>R.</given-names></name><etal/></person-group> (<year>2024</year>). <article-title>International and regional spread of carbapenem-resistant <italic>Klebsiella pneumoniae</italic> in Europe.</article-title> <source><italic>Nat. Commun.</italic></source> <volume>15</volume>:<issue>5092</issue>. <pub-id pub-id-type="doi">10.1038/s41467-024-49349-z</pub-id> <pub-id pub-id-type="pmid">38877000</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Burbank</surname> <given-names>L.</given-names></name> <name><surname>Mohammadi</surname> <given-names>M.</given-names></name> <name><surname>Roper</surname> <given-names>M. C.</given-names></name></person-group> (<year>2015</year>). <article-title>Siderophore-mediated iron acquisition influences motility and is required for full virulence of the xylem-dwelling bacterial phytopathogen <italic>Pantoea stewartii</italic> subsp. Stewartii.</article-title> <source><italic>Appl. Environ. Microbiol.</italic></source> <volume>81</volume> <fpage>139</fpage>&#x2013;<lpage>148</lpage>. <pub-id pub-id-type="doi">10.1128/AEM.02503-14</pub-id> <pub-id pub-id-type="pmid">25326304</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cheng</surname> <given-names>H. Y.</given-names></name> <name><surname>Chen</surname> <given-names>Y. S.</given-names></name> <name><surname>Wu</surname> <given-names>C. Y.</given-names></name> <name><surname>Chang</surname> <given-names>H. Y.</given-names></name> <name><surname>Lai</surname> <given-names>Y. C.</given-names></name></person-group> (<year>2010</year>). <article-title>RmpA regulation of capsular polysaccharide biosynthesis in <italic>Klebsiella pneumoniae</italic> CG43.</article-title> <source><italic>J. Bacteriol.</italic></source> <volume>192</volume> <fpage>3144</fpage>&#x2013;<lpage>3158</lpage>. <pub-id pub-id-type="doi">10.1128/JB.00031-10</pub-id> <pub-id pub-id-type="pmid">20382770</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ching</surname> <given-names>C.</given-names></name> <name><surname>Zaman</surname> <given-names>M. H.</given-names></name></person-group> (<year>2020</year>). <article-title>Development and selection of low-level multi-drug resistance over an extended range of sub-inhibitory ciprofloxacin concentrations in <italic>Escherichia coli</italic>.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>10</volume>:<issue>8754</issue>. <pub-id pub-id-type="doi">10.1038/s41598-020-65602-z</pub-id> <pub-id pub-id-type="pmid">32471975</pub-id></citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Choby</surname> <given-names>J. E.</given-names></name> <name><surname>Howard-Anderson</surname> <given-names>J.</given-names></name> <name><surname>Weiss</surname> <given-names>D. S.</given-names></name></person-group> (<year>2020</year>). <article-title>Hypervirulent <italic>Klebsiella pneumoniae</italic> - clinical and molecular perspectives.</article-title> <source><italic>J. Intern. Med.</italic></source> <volume>287</volume> <fpage>283</fpage>&#x2013;<lpage>300</lpage>. <pub-id pub-id-type="doi">10.1111/joim.13007</pub-id> <pub-id pub-id-type="pmid">31677303</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Debroas</surname> <given-names>D.</given-names></name> <name><surname>Siguret</surname> <given-names>C.</given-names></name></person-group> (<year>2019</year>). <article-title>Viruses as key reservoirs of antibiotic resistance genes in the environment.</article-title> <source><italic>ISME J.</italic></source> <volume>13</volume> <fpage>2856</fpage>&#x2013;<lpage>2867</lpage>. <pub-id pub-id-type="doi">10.1038/s41396-019-0478-9</pub-id> <pub-id pub-id-type="pmid">31358910</pub-id></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Denk-Lobnig</surname> <given-names>M.</given-names></name> <name><surname>Wood</surname> <given-names>K. B.</given-names></name></person-group> (<year>2023</year>). <article-title>Antibiotic resistance in bacterial communities.</article-title> <source><italic>Curr. Opin. Microbiol.</italic></source> <volume>74</volume>:<issue>102306</issue>. <pub-id pub-id-type="doi">10.1016/j.mib.2023.102306</pub-id> <pub-id pub-id-type="pmid">37054512</pub-id></citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gao</surname> <given-names>S.</given-names></name> <name><surname>Jin</surname> <given-names>W.</given-names></name> <name><surname>Quan</surname> <given-names>Y.</given-names></name> <name><surname>Li</surname> <given-names>Y.</given-names></name> <name><surname>Shen</surname> <given-names>Y.</given-names></name> <name><surname>Yuan</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2024</year>). <article-title>Bacterial capsules: Occurrence, mechanism, and function.</article-title> <source><italic>NPJ Biofilms Microb.</italic></source> <volume>10</volume>:<issue>21</issue>. <pub-id pub-id-type="doi">10.1038/s41522-024-00497-6</pub-id> <pub-id pub-id-type="pmid">38480745</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gaudin</surname> <given-names>A.</given-names></name> <name><surname>Jacqueline</surname> <given-names>C.</given-names></name> <name><surname>Gautier</surname> <given-names>H.</given-names></name> <name><surname>Desessard</surname> <given-names>C.</given-names></name> <name><surname>Le Mabecque, Miegeville</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>A delivery system of linezolid to enhance the MRSA osteomyelitis prognosis: In vivo experimental assessment.</article-title> <source><italic>Eur. J. Clin. Microbiol. Infect. Dis.</italic></source> <volume>32</volume> <fpage>195</fpage>&#x2013;<lpage>198</lpage>. <pub-id pub-id-type="doi">10.1007/s10096-012-1731-6</pub-id> <pub-id pub-id-type="pmid">22923229</pub-id></citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>He</surname> <given-names>H.</given-names></name> <name><surname>Yang</surname> <given-names>M.</given-names></name> <name><surname>Li</surname> <given-names>S.</given-names></name> <name><surname>Zhang</surname> <given-names>G.</given-names></name> <name><surname>Ding</surname> <given-names>Z.</given-names></name></person-group> (<year>2023</year>). <article-title>Mechanisms and biotechnological applications of transcription factors.</article-title> <source><italic>Synth. Syst. Biotechnol.</italic></source> <volume>8</volume> <fpage>565</fpage>&#x2013;<lpage>577</lpage>. <pub-id pub-id-type="doi">10.1016/j.synbio.2023.08.006</pub-id> <pub-id pub-id-type="pmid">37691767</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hogle</surname> <given-names>S. L.</given-names></name> <name><surname>Hackl</surname> <given-names>T.</given-names></name> <name><surname>Bundy</surname> <given-names>R. M.</given-names></name> <name><surname>Park</surname> <given-names>J.</given-names></name> <name><surname>Satinsky</surname> <given-names>B.</given-names></name> <name><surname>Hiltunen</surname> <given-names>T.</given-names></name><etal/></person-group> (<year>2022</year>). <article-title>Siderophores as an iron source for picocyanobacteria in deep chlorophyll maximum layers of the oligotrophic ocean.</article-title> <source><italic>ISME J.</italic></source> <volume>16</volume> <fpage>1636</fpage>&#x2013;<lpage>1646</lpage>. <pub-id pub-id-type="doi">10.1038/s41396-022-01215-w</pub-id> <pub-id pub-id-type="pmid">35241788</pub-id></citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hu</surname> <given-names>F.</given-names></name> <name><surname>Pan</surname> <given-names>Y.</given-names></name> <name><surname>Li</surname> <given-names>H.</given-names></name> <name><surname>Han</surname> <given-names>R.</given-names></name> <name><surname>Liu</surname> <given-names>X.</given-names></name></person-group> (<year>2024</year>). <article-title>Carbapenem-resistant <italic>Klebsiella pneumoniae</italic> capsular types, antibiotic resistance and virulence factors in China: A longitudinal, multi-centre study.</article-title> <source><italic>Nat. Microbiol.</italic></source> <volume>9</volume> <fpage>814</fpage>&#x2013;<lpage>829</lpage>. <pub-id pub-id-type="doi">10.1038/s41564-024-01612-1</pub-id> <pub-id pub-id-type="pmid">38424289</pub-id></citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hwang</surname> <given-names>J. H.</given-names></name> <name><surname>Park</surname> <given-names>J. S.</given-names></name> <name><surname>Bae</surname> <given-names>T. W.</given-names></name> <name><surname>Hwang</surname> <given-names>J. H.</given-names></name> <name><surname>Lee</surname> <given-names>J.</given-names></name></person-group> (<year>2024</year>). <article-title>Community-acquired solitary brain abscesses caused by Hypervirulent <italic>Klebsiella pneumoniae</italic> in a healthy adult.</article-title> <source><italic>Microorganisms</italic></source> <volume>12</volume>:<issue>894</issue>. <pub-id pub-id-type="doi">10.3390/microorganisms12050894</pub-id> <pub-id pub-id-type="pmid">38792724</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kar</surname> <given-names>M.</given-names></name> <name><surname>Sahu</surname> <given-names>C.</given-names></name> <name><surname>Singh</surname> <given-names>P.</given-names></name> <name><surname>Bhaisora</surname> <given-names>K. S.</given-names></name> <name><surname>Tejan</surname> <given-names>N.</given-names></name> <name><surname>Patel</surname> <given-names>S. S.</given-names></name><etal/></person-group> (<year>2023</year>). <article-title>Prevalence of traumatic brain injury and associated infections in a trauma center in Northern India.</article-title> <source><italic>J. Glob. Infect. Dis.</italic></source> <volume>15</volume> <fpage>137</fpage>&#x2013;<lpage>143</lpage>. <pub-id pub-id-type="doi">10.4103/jgid.jgid_66_23</pub-id> <pub-id pub-id-type="pmid">38292689</pub-id></citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Khasheii</surname> <given-names>B.</given-names></name> <name><surname>Mahmoodi</surname> <given-names>P.</given-names></name> <name><surname>Mohammadzadeh</surname> <given-names>A.</given-names></name></person-group> (<year>2021</year>). <article-title>Siderophores: Importance in bacterial pathogenesis and applications in medicine and industry.</article-title> <source><italic>Microbiol. Res.</italic></source> <volume>250</volume>:<issue>126790</issue>. <pub-id pub-id-type="doi">10.1016/j.micres.2021.126790</pub-id> <pub-id pub-id-type="pmid">34098495</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kochan</surname> <given-names>T. J.</given-names></name> <name><surname>Nozick</surname> <given-names>S. H.</given-names></name> <name><surname>Valdes</surname> <given-names>A.</given-names></name> <name><surname>Mitra</surname> <given-names>S. D.</given-names></name> <name><surname>Cheung</surname> <given-names>B. H.</given-names></name> <name><surname>Lebrun-Corbin</surname></name><etal/></person-group> (<year>2023</year>). <article-title><italic>Klebsiella pneumoniae</italic> clinical isolates with features of both multidrug-resistance and hypervirulence have unexpectedly low virulence.</article-title> <source><italic>Nat. Commun.</italic></source> <volume>14</volume>:<issue>7962</issue>. <pub-id pub-id-type="doi">10.1038/s41467-023-43802-1</pub-id> <pub-id pub-id-type="pmid">38042959</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kot</surname> <given-names>B.</given-names></name> <name><surname>Piechota</surname> <given-names>M.</given-names></name> <name><surname>Szweda</surname> <given-names>P.</given-names></name> <name><surname>Mitrus</surname> <given-names>J.</given-names></name> <name><surname>Wicha</surname> <given-names>J.</given-names></name> <name><surname>Gru&#x017C;ewska</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2023</year>). <article-title>Virulence analysis and antibiotic resistance of <italic>Klebsiella pneumoniae</italic> isolates from hospitalised patients in Poland.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>13</volume>:<issue>4448</issue>. <pub-id pub-id-type="doi">10.1038/s41598-023-31086-w</pub-id> <pub-id pub-id-type="pmid">36932105</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kuo</surname> <given-names>G.</given-names></name> <name><surname>Yen</surname> <given-names>C. L.</given-names></name> <name><surname>Lu</surname> <given-names>Y. A.</given-names></name> <name><surname>Chen</surname> <given-names>C. Y.</given-names></name> <name><surname>Sun</surname> <given-names>M. H.</given-names></name> <name><surname>Lin</surname> <given-names>Y.</given-names></name><etal/></person-group> (<year>2022</year>). <article-title>Clinical and visual outcomes following endogenous endophthalmitis: 175 consecutive cases from a tertiary referral center in Taiwan.</article-title> <source><italic>J. Microbiol. Immunol. Infect.</italic></source> <volume>55</volume> <fpage>114</fpage>&#x2013;<lpage>122</lpage>. <pub-id pub-id-type="doi">10.1016/j.jmii.2021.01.010</pub-id> <pub-id pub-id-type="pmid">33610510</pub-id></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>X.</given-names></name> <name><surname>Gu</surname> <given-names>A. Z.</given-names></name> <name><surname>Zhang</surname> <given-names>Y.</given-names></name> <name><surname>Xie</surname> <given-names>B.</given-names></name> <name><surname>Li</surname> <given-names>D.</given-names></name> <name><surname>Chen</surname> <given-names>J.</given-names></name></person-group> (<year>2019</year>). <article-title>Sub-lethal concentrations of heavy metals induce antibiotic resistance via mutagenesis.</article-title> <source><italic>J. Hazard. Mater.</italic></source> <volume>369</volume> <fpage>9</fpage>&#x2013;<lpage>16</lpage>. <pub-id pub-id-type="doi">10.1016/j.jhazmat.2019.02.006</pub-id> <pub-id pub-id-type="pmid">30753956</pub-id></citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Memar</surname> <given-names>M. Y.</given-names></name> <name><surname>Yekani</surname> <given-names>M.</given-names></name> <name><surname>Celenza</surname> <given-names>G.</given-names></name> <name><surname>Poortahmasebi</surname> <given-names>V.</given-names></name> <name><surname>Naghili</surname> <given-names>B.</given-names></name> <name><surname>Bellio</surname> <given-names>P.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>The central role of the SOS DNA repair system in antibiotics resistance: A new target for a new infectious treatment strategy.</article-title> <source><italic>Life Sci.</italic></source> <volume>262</volume>:<issue>118562</issue>. <pub-id pub-id-type="doi">10.1016/j.lfs.2020.118562</pub-id> <pub-id pub-id-type="pmid">33038378</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pountain</surname> <given-names>A. W.</given-names></name> <name><surname>Jiang</surname> <given-names>P.</given-names></name> <name><surname>Yao</surname> <given-names>T.</given-names></name> <name><surname>Homaee</surname> <given-names>E.</given-names></name> <name><surname>Guan</surname> <given-names>Y.</given-names></name></person-group> (<year>2024</year>). <article-title>Transcription-replication interactions reveal bacterial genome regulation.</article-title> <source><italic>Nature</italic></source> <volume>626</volume> <fpage>661</fpage>&#x2013;<lpage>669</lpage>. <pub-id pub-id-type="doi">10.1038/s41586-023-06974-w</pub-id> <pub-id pub-id-type="pmid">38267581</pub-id></citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pulingam</surname> <given-names>T.</given-names></name> <name><surname>Parumasivam</surname> <given-names>T.</given-names></name> <name><surname>Gazzali</surname> <given-names>A. M.</given-names></name> <name><surname>Sulaiman</surname> <given-names>A. M.</given-names></name> <name><surname>Chee</surname> <given-names>J. Y.</given-names></name> <name><surname>Lakshmanan</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2022</year>). <article-title>Antimicrobial resistance: Prevalence, economic burden, mechanisms of resistance and strategies to overcome.</article-title> <source><italic>Eur. J. Pharm. Sci.</italic></source> <volume>170</volume>:<issue>106103</issue>. <pub-id pub-id-type="doi">10.1016/j.ejps.2021.106103</pub-id> <pub-id pub-id-type="pmid">34936936</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Riwu</surname> <given-names>K. H. P.</given-names></name> <name><surname>Effendi</surname> <given-names>M. H.</given-names></name> <name><surname>Rantam</surname> <given-names>F. A.</given-names></name> <name><surname>Khairullah</surname> <given-names>A. R.</given-names></name> <name><surname>Widodo</surname> <given-names>A.</given-names></name></person-group> (<year>2022</year>). <article-title>A review: Virulence factors of <italic>Klebsiella pneumonia</italic> as emerging infection on the food chain.</article-title> <source><italic>Vet. World</italic></source> <volume>15</volume> <fpage>2172</fpage>&#x2013;<lpage>2179</lpage>. <pub-id pub-id-type="doi">10.14202/vetworld.2022.2172-2179</pub-id> <pub-id pub-id-type="pmid">36341059</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sanchez-Cid</surname> <given-names>C.</given-names></name> <name><surname>Ghaly</surname> <given-names>T. M.</given-names></name> <name><surname>Gillings</surname> <given-names>M. R.</given-names></name> <name><surname>Vogel</surname> <given-names>T. M.</given-names></name></person-group> (<year>2023</year>). <article-title>Sub-inhibitory gentamicin pollution induces gentamicin resistance gene integration in class 1 integrons in the environment.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>13</volume>:<issue>8612</issue>. <pub-id pub-id-type="doi">10.1038/s41598-023-35074-y</pub-id> <pub-id pub-id-type="pmid">37244902</pub-id></citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schroeder</surname> <given-names>M.</given-names></name> <name><surname>Brooks</surname> <given-names>B. D.</given-names></name> <name><surname>Brooks</surname> <given-names>A. E.</given-names></name></person-group> (<year>2017</year>). <article-title>The complex relationship between virulence and antibiotic resistance.</article-title> <source><italic>Genes</italic></source> <volume>8</volume>:<issue>39</issue>. <pub-id pub-id-type="doi">10.3390/genes8010039</pub-id> <pub-id pub-id-type="pmid">28106797</pub-id></citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sheldon</surname> <given-names>J. R.</given-names></name> <name><surname>Laakso</surname> <given-names>H. A.</given-names></name> <name><surname>Heinrichs</surname> <given-names>D. E.</given-names></name></person-group> (<year>2016</year>). <article-title>Iron acquisition strategies of bacterial pathogens.</article-title> <source><italic>Microbiol. Spectr.</italic></source> <volume>4</volume>:<issue>58</issue>. <pub-id pub-id-type="doi">10.1128/microbiolspec.VMBF-0010-2015</pub-id> <pub-id pub-id-type="pmid">27227297</pub-id></citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stanton</surname> <given-names>I. C.</given-names></name> <name><surname>Murray</surname> <given-names>A. K.</given-names></name> <name><surname>Zhang</surname> <given-names>L.</given-names></name> <name><surname>Snape</surname> <given-names>J.</given-names></name> <name><surname>Gaze</surname> <given-names>W. H.</given-names></name></person-group> (<year>2020</year>). <article-title>Evolution of antibiotic resistance at low antibiotic concentrations including selection below the minimal selective concentration.</article-title> <source><italic>Commun. Biol.</italic></source> <volume>3</volume>:<issue>467</issue>. <pub-id pub-id-type="doi">10.1038/s42003-020-01176-w</pub-id> <pub-id pub-id-type="pmid">32884065</pub-id></citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sun</surname> <given-names>J.</given-names></name> <name><surname>Rutherford</surname> <given-names>S. T.</given-names></name> <name><surname>Silhavy</surname> <given-names>T. J.</given-names></name> <name><surname>Huang</surname> <given-names>K. C.</given-names></name></person-group> (<year>2022</year>). <article-title>Physical properties of the bacterial outer membrane.</article-title> <source><italic>Nat. Rev.Microbiol.</italic></source> <volume>20</volume> <fpage>236</fpage>&#x2013;<lpage>248</lpage>. <pub-id pub-id-type="doi">10.1038/s41579-021-00638-0</pub-id> <pub-id pub-id-type="pmid">34732874</pub-id></citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Uddin</surname> <given-names>T. M.</given-names></name> <name><surname>Chakraborty</surname> <given-names>A. J.</given-names></name> <name><surname>Khusro</surname> <given-names>A.</given-names></name> <name><surname>Zidan</surname> <given-names>B. R. M.</given-names></name> <name><surname>Mitra</surname> <given-names>S.</given-names></name></person-group> (<year>2021</year>). <article-title>Antibiotic resistance in microbes: History, mechanisms, therapeutic strategies and future prospects.</article-title> <source><italic>J. Infect. Public Health</italic></source> <volume>14</volume> <fpage>1750</fpage>&#x2013;<lpage>1766</lpage>. <pub-id pub-id-type="doi">10.1016/j.jiph.2021.10.020</pub-id> <pub-id pub-id-type="pmid">34756812</pub-id></citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Viers</surname> <given-names>B. R.</given-names></name> <name><surname>Cockerill</surname> <given-names>P. A.</given-names></name> <name><surname>Mehta</surname> <given-names>R. A.</given-names></name> <name><surname>Bergstralh</surname> <given-names>E. J.</given-names></name> <name><surname>Krambeck</surname> <given-names>A. E.</given-names></name></person-group> (<year>2014</year>). <article-title>Extended antimicrobial use in patients undergoing percutaneous nephrolithotomy and associated antibiotic related complications.</article-title> <source><italic>J. Urol.</italic></source> <volume>192</volume> <fpage>1667</fpage>&#x2013;<lpage>1672</lpage>. <pub-id pub-id-type="doi">10.1016/j.juro.2014.06.090</pub-id> <pub-id pub-id-type="pmid">24998482</pub-id></citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wistrand-Yuen</surname> <given-names>E.</given-names></name> <name><surname>Knopp</surname> <given-names>M.</given-names></name> <name><surname>Hjort</surname> <given-names>K.</given-names></name> <name><surname>Koskiniemi</surname> <given-names>S.</given-names></name> <name><surname>Berg</surname> <given-names>O. G.</given-names></name> <name><surname>Andersson</surname> <given-names>D. I.</given-names></name></person-group> (<year>2018</year>). <article-title>Evolution of high-level resistance during low-level antibiotic exposure.</article-title> <source><italic>Nat. Commun.</italic></source> <volume>9</volume>:<issue>1599</issue>. <pub-id pub-id-type="doi">10.1038/s41467-018-04059-1</pub-id> <pub-id pub-id-type="pmid">29686259</pub-id></citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wysocka</surname> <given-names>M.</given-names></name> <name><surname>Zamudio</surname> <given-names>R.</given-names></name> <name><surname>Oggioni</surname> <given-names>M. R.</given-names></name> <name><surname>Go&#x0142;&#x0119;biewska</surname> <given-names>J.</given-names></name> <name><surname>Bronk</surname> <given-names>M.</given-names></name> <name><surname>Krawczyk</surname> <given-names>B.</given-names></name></person-group> (<year>2021</year>). <article-title>Genetic background and antibiotic resistance profiles of <italic>K. pneumoniae</italic> NDM-1 strains isolated from UTI, ABU, and the GI tract, from one hospital in Poland, in relation to strains nationally and worldwide.</article-title> <source><italic>Genes</italic></source> <volume>12</volume>:<issue>1285</issue>. <pub-id pub-id-type="doi">10.3390/genes12081285</pub-id> <pub-id pub-id-type="pmid">34440459</pub-id></citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>F.</given-names></name> <name><surname>Zhou</surname> <given-names>Y.</given-names></name> <name><surname>Bai</surname> <given-names>Y.</given-names></name> <name><surname>Pan</surname> <given-names>X.</given-names></name> <name><surname>Ha</surname> <given-names>U. H.</given-names></name> <name><surname>Cheng</surname> <given-names>Z.</given-names></name><etal/></person-group> (<year>2023</year>). <article-title>MvfR controls tolerance to polymyxin B by regulating rfaD in <italic>Pseudomonas aeruginosa</italic>.</article-title> <source><italic>Microbiol. Spectr.</italic></source> <volume>11</volume>:<issue>e0042623</issue>. <pub-id pub-id-type="doi">10.1128/spectrum.00426-23</pub-id> <pub-id pub-id-type="pmid">37039709</pub-id></citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yu</surname> <given-names>K.</given-names></name> <name><surname>Huang</surname> <given-names>Z.</given-names></name> <name><surname>Xiao</surname> <given-names>Y.</given-names></name> <name><surname>Gao</surname> <given-names>H.</given-names></name> <name><surname>Bai</surname> <given-names>X.</given-names></name> <name><surname>Wang</surname> <given-names>D.</given-names></name></person-group> (<year>2024</year>). <article-title>Global spread characteristics of CTX-M-type extended-spectrum &#x03B2;-lactamases: A genomic epidemiology analysis.</article-title> <source><italic>Drug Resist. Updates</italic></source> <volume>73</volume>:<issue>101036</issue>. <pub-id pub-id-type="doi">10.1016/j.drup.2023.101036</pub-id> <pub-id pub-id-type="pmid">38183874</pub-id></citation></ref>
</ref-list>
</back>
</article>