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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">2235-2988</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcimb.2024.1357289</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cellular and Infection Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Molecular characteristics and evaluation of the phenotypic detection of carbapenemases among <italic>Enterobacterales</italic> and <italic>Pseudomonas</italic> via whole genome sequencing</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Liang</surname>
<given-names>Bingshao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Chen</surname>
<given-names>Yuou</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2749648"/>
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<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Liang</surname>
<given-names>Zhuwei</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Xueying</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cai</surname>
<given-names>Hao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Lai</surname>
<given-names>Hanyu</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Zhong</surname>
<given-names>Huamin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
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<contrib contrib-type="author">
<name>
<surname>Xie</surname>
<given-names>Yongqiang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Huang</surname>
<given-names>Lianfen</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Gao</surname>
<given-names>Fei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Long</surname>
<given-names>Yan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1097210"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Clinical Laboratory, Guangzhou Women and Children&#x2019;s Medical Center, Guangzhou Medical University, Guangdong Provincial Clinical Research Center for Child Health</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>KingMed School of Laboratory Medicine, Guangzhou Medical University</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Clinical Laboratory, Guangdong Provincial Second Hospital of Traditional Chinese Medicine (Guangdong Provincial Engineering Technology Research Institute of Traditional Chinese Medicine)</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Clinical Laboratory, The First People&#x2019;s Hospital of Zhaoqing</institution>, <addr-line>Zhaoqing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Ziad Daoud, My Michigan Health System, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Yang Yang, Fudan University, China</p>
<p>Elie Michel Salem Sokhn, Beirut Arab University, Lebanon</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Yan Long, <email xlink:href="mailto:longyangzwc@163.com">longyangzwc@163.com</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work and share first authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>07</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>14</volume>
<elocation-id>1357289</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>06</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Liang, Chen, Liang, Li, Cai, Lai, Zhong, Xie, Huang, Gao and Long</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Liang, Chen, Liang, Li, Cai, Lai, Zhong, Xie, Huang, Gao and Long</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/purpose(s)</title>
<p>The continuously increasing carbapenem resistance within <italic>Enterobacterales</italic> and <italic>Pseudomonas</italic> poses a threat to public health, nevertheless, the molecular characteristics of which in southern China still remain limited. And carbapenemase identification is a key factor in effective early therapy of carbapenem-resistant bacteria infections. We aimed to determine the molecular characteristics of these pathogens and compare commercial combined disc tests (CDTs) with the modified carbapenem inactivation method (mCIM) and EDTA-CIM (eCIM) in detecting and distinguishing carbapenemases using whole genome sequencing (WGS).</p>
</sec>
<sec>
<title>Methods</title>
<p>A total of 78 <italic>Enterobacterales</italic>, 30 <italic>Pseudomonas</italic> were obtained from two tertiary hospitals in southern China. Susceptibility tests were conducted using an automated VITEK2 compact system with confirmation via the Kirby&#x2013;Bauer method. The WGS was conducted on all clinical isolates and the molecular characteristics were analyzed by screening the whole genome sequences. CDTs with or without cloxacillin, mCIM, and eCIM, were performed and compared by taking WGS results as the benchmark.</p>
</sec>
<sec>
<title>Results</title>
<p>A total of 103 carbapenem non-susceptible and 5 carbapenem susceptible bacteria were determined, with <italic>Klebsiella pneumoniae</italic> (42.7%), <italic>Pseudomonas aeruginosa</italic> (23.3%) and <italic>Escherichia coli</italic> (18.4%) being most prevalent. Carbapenemase genes were detected in 58 (56.3%) of the 103 carbapenem-non-susceptible clinical isolates, including 46 NDM, 6 KPC, 3 IMP, 1 IPM+VIM,1NDM+KPC, and 1 OXA-181. Carbapenemase-producing isolates were detected more frequently in <italic>Enterobacterales</italic> (76.3%). Among <italic>K. pneumoniae</italic>, the major sequence types were st307 and st11, while among <italic>E. coli</italic> and <italic>P. aeruginosa</italic>, the most prevalent ones were st410 and st242 respectively. For carbapenemase detection in <italic>Enterobacterales</italic>, the mCIM method achieved 100.00% (95% CI, 92.13&#x2013;100.00%) sensitivity and 94.44% (70.63&#x2013;99.71%) specificity (kappa, 0.96); for <italic>Pseudomonas</italic>, detection sensitivity was 100% (5.46&#x2013;100.00%), and 100% (84.50&#x2013;100.00%) specificity (kappa, 0.65). Commercial CDT carbapenemase detection sensitivity for <italic>Enterobacterales</italic> was 96.49% (86.84&#x2013;99.39%), and 95.24% (74.13&#x2013;99.75%) specificity (kappa, 0.90); for <italic>Pseudomonas</italic>, carbapenemase detection sensitivity was 100.00% (5.46&#x2013;100.00%) and 37.93% (21.30&#x2013;57.64%) specificity (kappa, 0.04). When cloxacillin testing was added, CDT specificity reached 84.61% (64.27&#x2013;94.95%).</p>
</sec>
<sec>
<title>Conclusion</title>
<p>The molecular epidemiology of carbapenem-non-susceptible isolates from pediatric patients in Southern China exhibited distinctive characteristics. Both the mCIM&#x2013;eCIM combination and CDT methods effectively detected and differentiated carbapenemases among <italic>Enterobacterales</italic> isolates, and the former performed better than CDT among <italic>Pseudomonas</italic>.</p>
</sec>
</abstract>
<kwd-group>
<kwd>carbapenem-resistant gram-negative bacteria</kwd>
<kwd>carbapenemases</kwd>
<kwd>combined-disc tests</kwd>
<kwd>modified carbapenem inactivation method</kwd>
<kwd>whole genome sequencing</kwd>
</kwd-group>
<contract-num rid="cn002">202201010774</contract-num>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Guangzhou Municipal Science and Technology Bureau<named-content content-type="fundref-id">10.13039/501100020084</named-content>
</contract-sponsor>
<counts>
<fig-count count="1"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="33"/>
<page-count count="9"/>
<word-count count="3753"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Clinical Microbiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Carbapenems are considered a last-line class of antibiotics used for the treatment of infections caused by multidrug-resistant gram-negative bacteria. Owing to the lack of effective and safe alternative treatment options, carbapenem-resistant (CR) gram-negative bacteria, including CR-<italic>Enterobacterales</italic> (CRE) and CR-<italic>Pseudomonas aeruginosa</italic> (CRPA) cause a wide range of infections in hospitals of all sizes, leading to significant morbidity and mortality (<xref ref-type="bibr" rid="B24">Reyes et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B6">Ding et&#xa0;al., 2024</xref>). Some of the novel antimicrobial agents have not been available for clinical use in China, adding further complexity to the issue (<xref ref-type="bibr" rid="B25">Tamma et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B29">Zeng et&#xa0;al., 2023</xref>). The World Health Organization has categorized these pathogens as &#x201c;Critical&#x201d; priority, emphasizing the urgent need for novel antibiotics (<xref ref-type="bibr" rid="B23">Paul et&#xa0;al., 2022</xref>). Moreover, genetic and phenotypic differences in CR gram-negative bacteria, which vary based on region and population, have not yet been elucidated (<xref ref-type="bibr" rid="B14">Jiang et&#xa0;al., 2023</xref>). It is reported that the most prevalent clone of carbapenem-resistant <italic>K. pneumoniae</italic> (CRKP) circulating in China is ST11, while for CR-<italic>E. coli</italic> (CREC) and CRPA, the prevalent clones were ST410 and ST463 respectively (<xref ref-type="bibr" rid="B32">Zhang et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B1">Ba et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B13">Hu et&#xa0;al., 2024</xref>). Carbapenemase production, a key resistance mechanism among these pathogens, causes severe and often deadly infections with a higher 30-day mortality (<xref ref-type="bibr" rid="B28">Wei et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B24">Reyes et&#xa0;al., 2023</xref>). These carbapenemases can be divided into three Ambler classes: class A (e.g., <italic>Klebsiella pneumoniae</italic> carbapenemase, KPC), class B (metallo &#x3b2;&#x2013;lactamases, MBLs), and class D (OXA-48-like carbapenemase). Rapid detection and differentiation of these carbapenemases is critical for the initiation of effective therapy; the identification and classification of carbapenemases have significant therapeutic, epidemiological, and infection-control implications. The drug combination ceftazidime/avibactam can be given to patients infected with class A and some class D carbapenemase-producing bacteria, but not to those infected with bacteria producing class B carbapenemases (<xref ref-type="bibr" rid="B29">Zeng et&#xa0;al., 2023</xref>). Furthermore, although bacteria producing OXA-48-like carbapenemases can be tested as susceptible to carbapenems, they are often associated with carbapenem treatment failure (<xref ref-type="bibr" rid="B2">Boyd et&#xa0;al., 2022</xref>).</p>
<p>In clinical laboratories, the detection of carbapenemases, particularly of CRPA, is challenging. Several of the existing phenotypic methods for screening carbapenemases, such as the Modified Hodge test, have low sensitivity for New Delhi metallo-beta lactamase (NDM) producers and do not distinguish between carbapenemase types (<xref ref-type="bibr" rid="B33">Zhou et&#xa0;al., 2018</xref>). Since 2017, the Clinical &amp; Laboratory Standards Institute (CLSI) has recommended the modified carbapenem inactivation method (mCIM) for detecting carbapenemases in CRE; the CLSI expanded the scope of mCIM to CRPA in 2018 (<xref ref-type="bibr" rid="B3">CLSI, 2017</xref>; <xref ref-type="bibr" rid="B4">CLSI, 2018</xref>). In the new version of the CLSI guideline launched in 2023, carbapenemase phenotype testing was further emphasized (<xref ref-type="bibr" rid="B5">CLSI, 2023</xref>). Since 2018, EDTA-CIM (eCIM) has been recommended for identifying MBLs in CRE (<xref ref-type="bibr" rid="B4">CLSI, 2018</xref>), although it is not recommended for distinguishing carbapenemase in CR <italic>Pseudomonas</italic> isolates. Furthermore, the mCIM and eCIM methods require a broth incubation process that can be cumbersome (<xref ref-type="bibr" rid="B5">CLSI, 2023</xref>).</p>
<p>Commercial combined-disc tests (CDTs), which were among the first tests used in clinical laboratories to detect carbapenemases in CRE, utilize chemical compounds to specifically inhibit carbapenemases from different Ambler classes. Phenylboronic acid (PBA) inhibits class A carbapenemases, and EDTA inhibits class B carbapenemases (<xref ref-type="bibr" rid="B10">Haider et&#xa0;al., 2022</xref>). A similar method has been reported for discriminating between KPC and MBLs in <italic>Pseudomonas</italic>, and the cloxacillin test was introduced to help exclude over-expressing isolates; nonetheless, these methods utilize different inhibitors and interpretive criteria (<xref ref-type="bibr" rid="B19">Lopez-Hernandez et&#xa0;al., 2020</xref>).</p>
<p>Most phenotypic methods for carbapenemase screening use polymerase chain reaction (PCR) results as the reference (<xref ref-type="bibr" rid="B9">Gill et&#xa0;al., 2020</xref>). However, as PCR traditionally targets specific genes, it may generate false negatives if specific carbapenemase genes are not targeted, especially when novel variant genes emerge (<xref ref-type="bibr" rid="B27">Voulgari et&#xa0;al., 2020</xref>). Whole genome sequencing (WGS) method provides more comprehensive results when it is caused either a novel carbapenemase or by an AmpC enzymes combined with reduced permeability due to the alteration or down-regulation of porins (<xref ref-type="bibr" rid="B8">Di Pilato et&#xa0;al., 2022</xref>).</p>
<p>To investigate the genomic population structure of these pathogens in southern region of China and to improve carbapenemase screening, we determined the molecular characteristics and evaluated the performance of the mCIM and eCIM combination methods, as well as the commercial CDT method, to detect and distinguish carbapenemases among gram-negative bacteria collected in two tertiary hospitals in southern China, using WGS.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Bacterial strains</title>
<p>A total of 108 non-duplicate clinical isolates were collected from two medical centers in southern China from 2016 to 2023, primarily from pediatric patients. The isolates were identified via matrix-assisted laser desorption/ionization&#x2013;time of flight (MALDI&#x2013;TOF) mass spectrometry (MS) (Bruker Biotyper; Bruker Daltonik, Bremen, Germany). Susceptibility tests were conducted using an automated VITEK2 compact system (bioM&#xe9;rieux, Marcy l&#x2019;Etoile, France), with confirmation via the Kirby&#x2013;Bauer method. The breakpoint criteria were specified according to the latest CLSI guidelines (<xref ref-type="bibr" rid="B5">CLSI, 2023</xref>). ATCC27853 and ATCC25922 were used as the negative control. Carbapenem non-susceptible <italic>Enterobacterales</italic> were defined as those that were non-susceptible (with intermediate susceptibility or resistance) to imipenem, meropenem, or ertapenem. Carbapenem non-susceptible <italic>Pseudomonas</italic> were defined as those that were not susceptible to either imipenem or meropenem. The study was approved by the Ethics Committee of Guangzhou Women and Children&#x2019;s Medical Center. Written informed consent was waived, for this study primarily concentrated on bacteria.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Genome-wide identification of carbapenemase genes</title>
<p>The total genomic DNA required for WGS was extracted using the SteadyPure Bacteria Genomic DNA Extraction Kit (Hunan Accurate Biotechnology Co., Ltd., Changsha, China). The WGS was conducted at the Beijing Genomics Institute (Beijing, China) via short-read sequencing. Data analysis was performed as described in the previous work (<xref ref-type="bibr" rid="B18">Liang et&#xa0;al., 2022</xref>). Carbapenemase genes were identified by screening the whole genome sequencing data against data from the Center for Genomic Epidemiology website (<ext-link ext-link-type="uri" xlink:href="https://cge.food.dtu.dk">https://cge.food.dtu.dk</ext-link>), using ResFinder 4.1. ATCC27853 was used as the negative control.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Multi-locus sequence typing of carbapenem non-susceptible isolates</title>
<p>All the carbapenem non-susceptible <italic>K. pneumoniae</italic>, <italic>E. coli</italic> and <italic>P. aeruginosa</italic> isolates were subjected to multi-locus sequence typing through uploading the WGS data to Genomic Epidemiology website (<ext-link ext-link-type="uri" xlink:href="https://cge.food.dtu.dk">https://cge.food.dtu.dk</ext-link>) and searched by MLST typing, or the STs were determined by searching against the MLST database (<ext-link ext-link-type="uri" xlink:href="https://pubmlst.org">https://pubmlst.org</ext-link>). A phylogenetic tree was drawn for carbapenem-resistant <italic>E. coli</italic> isolates by BacWGSTdb website (<ext-link ext-link-type="uri" xlink:href="http://bacdb.cn/BacWGSTdb">http://bacdb.cn/BacWGSTdb</ext-link>) using WGS data.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>CDT procedure</title>
<p>Fresh bacterial colonies were used to prepare a 0.5 McFarland turbidity suspension (0.45% saline). This suspension was uniformly streaked onto Mueller&#x2013;Hinton (MH) agar plates. The CDT was performed according to the manufacturers&#x2019; recommendations (Zhuhai DL Biotech. Co., Ltd., Guangdong, China). Four test discs&#xa0;containing carbapenem were applied to each plate. Generally,&#xa0;imipenem was used, as per the CDT manufacturers&#x2019; recommendations. Other carbapenem was used to screen bacteria that are susceptible to imipenem. Then, PBA (5 &#x3bc;L, for class A carbapenemases), EDTA (5 &#x3bc;L, for class B carbapenemases), or both PBA and EDTA (5 &#x3bc;L each, for class A and B carbapenemases) were dispensed onto three of the four discs, with the control being one disc without any inhibitor, according to the manufacturer&#x2019;s instructions. The plate was then incubated at 35&#xb0;C for 18&#x2013;24 h. The diameters of the growth inhibitory zones around the discs were then compared. If the inhibition zone around a disc containing the inhibitor had a diameter &#x2265;5 mm larger than that around the control disc, the strain was considered to be positive for the respective carbapenemase classes (<xref ref-type="bibr" rid="B30">Zhang et&#xa0;al., 2022a</xref>). For the 30 <italic>Pseudomonas</italic> strains (including 3 negative controls), cloxacillin tests were performed to screen out the ampC &#x3b2;-lactamase-overproducing isolates (<xref ref-type="bibr" rid="B20">Pasteran et&#xa0;al., 2011</xref>). ATCC27853 was used as the negative control.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>mCIM procedure</title>
<p>The mCIM tests for carbapenemase detection among gram-negative bacteria were performed following the CLSI guidelines. A loopful (1 &#x3bc;L) of <italic>Enterobacterales</italic> or a 10 &#x3bc;L loopful of <italic>Pseudomonas</italic> was plated in 2 mL of tryptic soy broth and vigorously mixed for 15 s. Thereafter, a carbapenem disc (as in the CDT) was added to the suspension using sterile forceps, followed by incubation at 35&#xb0;C for 4 h. Shortly after incubation, <italic>Escherichia coli</italic> ATCC25922 suspension (0.5 McFarland turbidity) was spread on MH agar. The immersed disc was then removed from the bacterial suspension; the excess liquid was expelled from the disc, and it was placed onto the inoculated MH agar and incubated overnight at 35&#xb0;C. The inhibition zone diameter was then measured. The results were interpreted according to the CLSI criteria (<xref ref-type="bibr" rid="B5">CLSI, 2023</xref>). ATCC27853 was used as the negative control.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>eCIM procedure</title>
<p>We used the eCIM and mCIM tests in combination to differentiate class B carbapenemase from serine carbapenemases in gram-negative bacteria. However, this approach is valid only when the mCIM is positive. The eCIM test was performed following the CLSI guidelines and prior literature. We added EDTA solution (20 &#x3bc;L, 0.5 M) to prepare a 2 mL tryptic soy broth solution, with a final concentration of 5 mM EDTA. The other procedures were the same as they were for the mCIM method. An increase in zone diameter &#x2265;5 mm relative to that of mCIM was considered positive for a class B carbapenemase producer; otherwise, serine carbapenemases were recorded (<xref ref-type="bibr" rid="B15">Kumari et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B5">CLSI, 2023</xref>).</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Statistical analysis</title>
<p>Test sensitivity and specificity were analyzed (with 95% confidence intervals, CIs) using the free software VassarStats (<ext-link ext-link-type="uri" xlink:href="http://vassarstats.net">http://vassarstats.net</ext-link>). The concordance of the results of the two tests to those of the reference standard method was assessed by calculating the Kappa coefficient (&#x3ba;) using SPSS 27.0 (SPSS, Inc., Chicago, IL, USA).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Clinical characterization of 108 isolates included in two large tertiary hospitals in southern region of China</title>
<p>Overall, 103 carbapenem non-susceptible gram-negative bacteria and 5 carbapenem-susceptible gram-negative bacteria were included. The isolates were collected from sputum (n = 32), midstream urine (n&#xa0;= 33), blood (n = 11), catheter (n = 5), stool (n = 5), and other sites (n = 17). Of the 103 carbapenem non-susceptible isolates, 76 belonged to <italic>Enterobacterales</italic>, 27 belonged to <italic>Pseudomonas. K. pneumoniae</italic> was counting for 42.7%, while <italic>P. aeruginosa</italic> made up 23.3% and <italic>E. coli</italic> 18.4%. Of these 103 isolates, 90.3% were resistant to carbapenem.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Prevalence and distribution of carbapenemase genes among 103 carbapenem non-susceptible isolates</title>
<p>Carbapenemase genes were detected in 58 (56.3%) of the 103 carbapenem non-susceptible gram-negative bacterial isolates, and it were more frequently detected in the <italic>Enterobacterales</italic> (76.3%). The most frequently detected carbapenemase gene in <italic>Enterobacterales</italic> was <italic>bla</italic>NDM (61.8%), which was even more frequent in <italic>K. pneumoniae</italic> (at 63.6%) and <italic>E. coli</italic> (at 84.2%). Carbapenemase genes were substantially less prevalent among the <italic>Pseudomonas</italic> strains, occurring in only 3.70% of the <italic>Pseudomonas</italic> isolates tested. The carbapenemase genes identified included subtypes <italic>bla</italic>NDM (<italic>bla</italic>NDM-1, <italic>bla</italic>NDM-5), <italic>bla</italic>KPC-2, <italic>bla</italic>OXA-181, <italic>bla</italic>IMP (<italic>bla</italic>IMP-4, <italic>bla</italic>IMP-8, <italic>bla</italic>IMP-26, <italic>bla</italic>IMP-38), and <italic>bla</italic>VIM (<italic>bla</italic>VIM-2, <italic>bla</italic>VIM-46) (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Co-occurrence of <italic>bla</italic>NDM-1 with <italic>bla</italic>KPC-2, and of <italic>bla</italic>IMP-8 with <italic>bla</italic>VIM-2 and <italic>bla</italic>VIM-46, were observed.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Characterization of 103 carbapenem non-susceptible gram-negative bacteria.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="2" align="center">Microorganism</th>
<th valign="top" align="center">No. (%)</th>
<th valign="top" align="center">NDM</th>
<th valign="top" align="center">KPC</th>
<th valign="top" align="center">IMP</th>
<th valign="top" align="center">OXA-48-like</th>
<th valign="top" align="center">NDM+KPC</th>
<th valign="top" align="center">IMP+VIM</th>
<th valign="top" align="center">No detected carbapenemase</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="7" align="center">
<italic>Enterobacterales</italic> (n=76)</td>
<td valign="top" align="center">
<italic>K.pneumoniae</italic>
</td>
<td valign="top" align="center">44 (42.7)</td>
<td valign="top" align="center">27 (26.2%)</td>
<td valign="top" align="center">6 (5.8%)</td>
<td valign="top" align="center">3 (2.9%)</td>
<td valign="top" align="center">1 (1.0%)</td>
<td valign="top" align="center">1 (1.0%)</td>
<td valign="top" align="center"/>
<td valign="top" align="center">6 (5.8%)</td>
</tr>
<tr>
<td valign="top" align="center">
<italic>E. coli</italic>
</td>
<td valign="top" align="center">19 (18.4)</td>
<td valign="top" align="center">16 (15.5%)</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">3 (2.9%)</td>
</tr>
<tr>
<td valign="top" align="center">
<italic>E. cloacae</italic>
</td>
<td valign="top" align="center">5 (4.9)</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">5 (4.9%)</td>
</tr>
<tr>
<td valign="top" align="center">
<italic>Salmonella</italic>
</td>
<td valign="top" align="center">3 (2.9)</td>
<td valign="top" align="center">1 (1.0%)</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">2 (1.9%)</td>
</tr>
<tr>
<td valign="top" align="center">
<italic>Proteus</italic>
</td>
<td valign="top" align="center">2 (1.9)</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">2 (1.9%)</td>
</tr>
<tr>
<td valign="top" align="center">
<italic>Enterobacteria</italic>
</td>
<td valign="top" align="center">2 (1.9)</td>
<td valign="top" align="center">1 (1.0%)</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">1 (1.0%)</td>
</tr>
<tr>
<td valign="top" align="center">
<italic>C. freundii</italic>
</td>
<td valign="top" align="center">1 (1.0)</td>
<td valign="top" align="center">1 (1.0%)</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="3" align="center">
<italic>Pseudomonas</italic> (n=27)</td>
<td valign="top" align="center">
<italic>P. aeruginosa</italic>
</td>
<td valign="top" align="center">24 (23.3)</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">24 (23.3%)</td>
</tr>
<tr>
<td valign="top" align="center">
<italic>P. putida</italic>
</td>
<td valign="top" align="center">1 (1.0)</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">1 (1.0%)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="center">other</td>
<td valign="top" align="center">2(1.9)</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">2 (1.9%)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>NDM, New Delhi metallo-&#x3b2;-lactamase; KPC, Klebsiella pneumoniae carbapenemase; IMP, imipenemase; VIM, verona integron-mediated metallo-&#x3b2;-lactamase; OXA-48-like, oxacillinase-48-like carbapenemase.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>The molecular characteristics of 103 carbapenem non-susceptible isolates</title>
<p>All the carbapenem non-susceptible <italic>K. pneumoniae</italic>, <italic>E. coli</italic> and <italic>P. aeruginosa</italic> isolates were subjected to multi-locus sequence typing. A total of 25 STs were identified in <italic>K. pneumoniae</italic>, with st307 and st11 being the most prevalent, collectively accounting for 27.3% of the isolates. Among <italic>E. coli</italic>, 17 STs were detected, and st410 was the most common, representing 15.8%. Similarly, in <italic>P. aeruginosa</italic>, 16 STs were identified, and the top three STs were st242, st244 and st385, accounting for 37.5% of the isolates. The phylogenetic tree constructed for carbapenem-resistant <italic>E. coli</italic> isolates, as depicted in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>, revealed that the isolates were grouped into three distinct clades, with the hypervirulent CREC st410 clone occupying a prominent position within clade II.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>The phylogenetic tree constructed for carbapenem-resistant <italic>E. coli</italic> isolates through the utilization of whole genome sequencing by BacWGSTdb. MLST means multi-locus sequence typing.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-14-1357289-g001.tif"/>
</fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>CDT performance</title>
<p>The commercial CDT successfully detected and distinguished carbapenemases among the <italic>Enterobacterales</italic> isolates evaluated (<xref ref-type="table" rid="T2">
<bold>Tables&#xa0;2</bold>
</xref>, <xref ref-type="table" rid="T3">
<bold>3</bold>
</xref>), achieving 96.49% sensitivity (95% CI, 86.84&#x2013;99.39%) and 95.24% specificity (95% CI, 74.13&#x2013;99.75%) (kappa, 0.90) for both the detection and classification tests. However, for carbapenemase detection among the <italic>Pseudomonas</italic> isolates, the CDT achieved 100.00% sensitivity (95% CI,5.46&#x2013;100.00%) but only 37.93 specificity (95% CI,21.30&#x2013;57.64%) (kappa, only 0.04). When cloxacillin testing was included to discriminate (screen out) ampC &#x3b2;-lactamase-overproducing isolates, specificity reached 84.61% (95% CI, 64.27&#x2013;94.95%) (kappa, 0.26).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>The phenotypic methods for detecting and distinguishing carbapenemases among 108 Gram-Negative Bacteria.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" align="center">Microorganism</th>
<th valign="top" rowspan="2" align="center">Nos.</th>
<th valign="top" colspan="3" align="center">mCIM</th>
<th valign="top" colspan="2" align="center">eCIM</th>
<th valign="top" colspan="2" align="center">EDTA</th>
<th valign="top" colspan="2" align="center">APB</th>
<th valign="top" colspan="2" align="center">EDTA+APB</th>
</tr>
<tr>
<th valign="top" align="center">Pos</th>
<th valign="top" align="center">Ind</th>
<th valign="top" align="center">Neg</th>
<th valign="top" align="center">Pos</th>
<th valign="top" align="center">Neg</th>
<th valign="top" align="center">Pos</th>
<th valign="top" align="center">Neg</th>
<th valign="top" align="center">Pos</th>
<th valign="top" align="center">Neg</th>
<th valign="top" align="center">Pos</th>
<th valign="top" align="center">Neg</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>
<italic>Enterobacterales</italic>
</bold>
</td>
<td valign="top" align="center">78</td>
<td valign="top" align="center"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="right">Carbapenemases</td>
<td valign="top" align="center">57</td>
<td valign="top" align="center">57</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">49</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">48</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">51</td>
<td valign="top" align="center">55</td>
<td valign="top" align="center">2</td>
</tr>
<tr>
<td valign="top" align="right">NDM</td>
<td valign="top" align="center">46</td>
<td valign="top" align="center">46</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">46</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">46</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">46</td>
<td valign="top" align="center">46</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="right">KPC</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="right">IMP</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="right">OXA-48-like</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="right">NDM+KPC</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="right">No carbapenemase</td>
<td valign="top" align="center">19</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">19</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">18</td>
</tr>
<tr>
<td valign="top" align="right">Carbapenem-susceptible</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">2</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>Pseudomonas</italic>
</bold>
</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="right">Carbapenemases</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="right">IMP+VIM</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="right">No carbapenemase</td>
<td valign="top" align="center">26</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">24<sup>*</sup>
</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">25<sup>*</sup>
</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">17</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="right">Carbapenem-susceptible</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Ind: indeterminate; *: one isolate was missed when tested with mCIM and eCIM.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Overall sensitivity and specificity of phenotype diagnostic assays.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" colspan="2" align="center">Diagnostic Assays</th>
<th valign="top" colspan="2" align="center">Sensitivity</th>
<th valign="top" colspan="2" align="center">Specificity</th>
<th valign="middle" rowspan="2" align="center">Kappa</th>
</tr>
<tr>
<th valign="top" align="center">%</th>
<th valign="top" align="center">95% CI</th>
<th valign="top" align="center">%</th>
<th valign="top" align="center">95% CI</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="top" colspan="7" align="left">Enterobacterales</th>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">detection tests</td>
<td valign="top" align="center">mCIM</td>
<td valign="top" align="center">100.00</td>
<td valign="top" align="center">92.13-100.00</td>
<td valign="top" align="center">94.44</td>
<td valign="top" align="center">70.63-99.71</td>
<td valign="top" align="center">0.96</td>
</tr>
<tr>
<td valign="top" align="center">CDT</td>
<td valign="top" align="center">96.49</td>
<td valign="top" align="center">86.84-99.39</td>
<td valign="top" align="center">95.24</td>
<td valign="top" align="center">74.13-99.75</td>
<td valign="top" align="center">0.90</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">classification tests</td>
<td valign="top" align="center">mCIM+eCIM</td>
<td valign="top" align="center">98.24</td>
<td valign="top" align="center">89.37-99.91</td>
<td valign="top" align="center">94.44</td>
<td valign="top" align="center">70.63-99.71</td>
<td valign="top" align="center">0.93</td>
</tr>
<tr>
<td valign="top" align="center">CDT</td>
<td valign="top" align="center">96.49</td>
<td valign="top" align="center">86.84-99.39</td>
<td valign="top" align="center">95.24</td>
<td valign="top" align="center">74.13-99.75</td>
<td valign="top" align="center">0.90</td>
</tr>
<tr>
<th valign="top" colspan="7" align="left">Pseudomonas</th>
</tr>
<tr>
<td valign="middle" rowspan="3" align="center">detection tests</td>
<td valign="top" align="center">mCIM+eCIM</td>
<td valign="top" align="center">100.00</td>
<td valign="top" align="center">5.46-100.00</td>
<td valign="top" align="center">100.00</td>
<td valign="top" align="center">84.50-100.00</td>
<td valign="top" align="center">0.65</td>
</tr>
<tr>
<td valign="top" align="center">CDT</td>
<td valign="top" align="center">100.00</td>
<td valign="top" align="center">5.46-100.00</td>
<td valign="top" align="center">37.93</td>
<td valign="top" align="center">21.30-57.64</td>
<td valign="top" align="center">0.04</td>
</tr>
<tr>
<td valign="top" align="center">CDT+CLOX</td>
<td valign="top" align="center">100.00</td>
<td valign="top" align="center">5.46-100.00</td>
<td valign="top" align="center">84.61</td>
<td valign="top" align="center">64.27-94.95</td>
<td valign="top" align="center">0.26</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>mCIM&#x2013;eCIM combination performance</title>
<p>The mCIM&#x2013;eCIM combination testing successfully detected and distinguished carbapenemases in the <italic>Enterobacterales</italic> isolates (<xref ref-type="table" rid="T2">
<bold>Tables&#xa0;2</bold>
</xref>, <xref ref-type="table" rid="T3">
<bold>3</bold>
</xref>). For detection, mCIM&#x2013;eCIM achieved 100.00% sensitivity (95% CI, 92.13&#x2013;100.00%) and 94.44% specificity (95% CI, 70.63&#x2013;99.71%) (kappa, 0.96). For classification, mCIM&#x2013;eCIM achieved 98.24% sensitivity (95% CI, 89.37&#x2013;99.91%), with the same specificity as in the detection test. Even among the <italic>Pseudomonas</italic> evaluated, the mCIM&#x2013;eCIM carbapenemase detection test achieved 100% sensitivity (95% CI,5.46&#x2013;100.00%) and 100% specificity (95% CI, 84.50&#x2013;100.00%) (kappa, 0.65). (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Monitoring the molecular epidemiology of carbapenem-non-susceptible isolates is key for controlling the spread these pathogens and detecting and distinguishing carbapenemases is crucial for clinicians when selecting appropriate antibiotic treatment (<xref ref-type="bibr" rid="B25">Tamma et&#xa0;al., 2022</xref>). To investigate the genomic population structure of carbapenem-non-susceptible isolates and to improve carbapenemase screening, we determined the molecular characteristics of these pathogens and evaluated the performance of the combined mCIM&#x2013;eCIM method and commercial CDT method against the WGS.</p>
<p>We detected carbapenemases in 76.3% of the <italic>Enterobacterales</italic> isolates; this frequency is approximately the same as that of another&#xa0;epidemiology study of carbapenem non-susceptible <italic>Enterobacterales</italic> conducted from 2017 to 2019 in German (<xref ref-type="bibr" rid="B26">von Laer et&#xa0;al., 2022</xref>). However, the <italic>bla</italic>NDM carbapenemase gene, detected here among the <italic>K. pneumoniae</italic> isolates, is reported to occur much more frequently in strains from pediatric patients than in those from adult patients (<xref ref-type="bibr" rid="B16">Lee et&#xa0;al., 2022</xref>). Most of the CR-<italic>Pseudomonas</italic> isolates identified here were not carbapenemase-producing, unlike those identified in pediatric patients from other parts of China, South America, and Central America (<xref ref-type="bibr" rid="B21">Patil et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B24">Reyes et&#xa0;al., 2023</xref>). The carbapenem-resistance pattern observed here was similar to that observed in the USA (<xref ref-type="bibr" rid="B24">Reyes et&#xa0;al., 2023</xref>).</p>
<p>The genomic population structure of carbapenem-non-susceptible isolates varied based on region and population. In this study, the most prevalent carbapenem non-susceptible <italic>K. pneumoniae</italic> clones were st307 and st11. and the latter of which were all <italic>bla</italic>KPC-2 producing strains from adult patients at the First People&#x2019;s Hospital of Zhaoqing. As depicted in literatures, the st11-<italic>bla</italic>KPC-2 clone is the predominant clones circulating among adult patients in China (<xref ref-type="bibr" rid="B12">Hu et&#xa0;al., 2020</xref>). Meanwhile, our findings reveal that the st307 clone was exclusively detected among pediatric patients, it may emerge as a major CRKP clones among pediatric patients in southern China, as reported in another children&#x2019;s center in Shenzhen (<xref ref-type="bibr" rid="B22">Patil et&#xa0;al., 2021</xref>). However, although their STs was identical, they differed in their carbapenemase patterns, specifically, featuring metallo-&#x3b2;-lactamases in this study. Among <italic>P. aeruginosa</italic> in this study, the top three STs were st242, st244 and st385, which differed from most carbapenemase producing isolates among adult patients in other regions of China (<xref ref-type="bibr" rid="B17">Li et&#xa0;al., 2023</xref>). So, in this study, the molecular epidemiology of carbapenem non-susceptible isolates exhibited distinctive characteristics that are significant for understanding their prevalence and transmission.</p>
<p>The mCIM-eCIM combination test reportedly performs well against carbapenemase-producing <italic>Pseudomonas</italic> isolates, but not against imipenemase- and Sao Paulo metallo-&#x3b2;-lactamase-producing strains (<xref ref-type="bibr" rid="B9">Gill et&#xa0;al., 2020</xref>). Thus, in this study, we evaluated the performance of mCIM&#x2013;eCIM combination test mainly using 29 non-carbapenemase-producing CR <italic>Pseudomonas</italic> clinical strains from southern China. The mCIM&#x2013;eCIM combination exhibited excellent and reliable carbapenemase detection among the <italic>Enterobacterales</italic> and <italic>Pseudomonas</italic> isolates, with high sensitivity and specificity. Nonetheless, we obtained indeterminate results for some of the non-carbapenemase-producing strains, including CRE and CRPA isolates. The eCIM test&#x2019;s classification ability may be hampered when class A and class B carbapenemases are coproduced because strains that achieve this coproduction effectively hydrolyze the substrates regardless of whether EDTA is added (<xref ref-type="bibr" rid="B11">Hao et&#xa0;al., 2022</xref>).</p>
<p>In China, the commercial CDT test has been widely used for <italic>Enterobacterales</italic>, while its use for <italic>Pseudomonas</italic> isolates has only recently been reported in a few studies (<xref ref-type="bibr" rid="B31">Zhang et&#xa0;al., 2022b</xref>). Here, the CDT accurately detected and distinguished carbapenemases in <italic>Enterobacterales</italic>. By using PBA and EDTA separately and simultaneously, the CDT test was also able to detect and classify carbapenemase coproduction in <italic>Enterobacterales</italic>. However, the CDT produced a false positive when used to test CRPA with <italic>Pseudomonas</italic> derived cephalosporinase, a type of chromosomal cephalosporinase ampC &#x3b2;-lactamase hyperproduction. The robustness of the CDT was substantially improved by including a cloxacillin test to exclude the influence of ampC &#x3b2;-lactamase hyperproduction when the CDT result was positive. The lower value of 95% CI of sensitivity of the CDT could have been higher had more carbapenemase-producing strains been included in this study, however the performance of the CDT with cloxacillin testing was no better than that of the mCIM&#x2013;eCIM combination test among <italic>Pseudomonas</italic> isolates. We observed a strain of <italic>Enterobacter cloacae</italic> with <italic>bla</italic>CMH, a type of ampC &#x3b2;-lactamase produced false positive result with CDT test either. When we use CDT to detect the carbapenemase, if the strain often produces Class C &#x3b2;&#x2013;lactamases, the cloxacillin test could be routinely carried out even among <italic>Enterobacterales</italic> isolates.</p>
<p>WGS can detect all kinds of carbapenemase genes, known or unknown, as with the co-occurrence of <italic>bla</italic>VIM-2, <italic>bla</italic>VIM-46 and <italic>bla</italic>IMP-8 in the <italic>Pseudomonas putida</italic> strain that we observed. In addition, another study found that some <italic>bla</italic>KPC-2 variants could not be detected using PCR (<xref ref-type="bibr" rid="B7">Ding et&#xa0;al., 2021</xref>). Co-occurring strains like this could contribute to the hidden dissemination of bacteria. Consequently, WGS, which more comprehensively identifies carbapenemase genes among CR gram-negative bacteria, may provide a better gold standard.</p>
</sec>
<sec id="s5" sec-type="conclusion">
<label>5</label>
<title>Conclusion</title>
<p>The molecular epidemiology of carbapenem-non-susceptible isolates from pediatric patients in Southern China displayed distinct characteristics. Both the mCIM&#x2013;eCIM combination and CDT effectively detected and differentiated carbapenemases among the <italic>Enterobacterales</italic> isolates, whereas the former performed better than CDT among the <italic>Pseudomonas</italic> isolates. This novel attempt may thus improve the rapid and accurate detection and identification of carbapenemases, improving both therapy and infection control.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>BL: Funding acquisition, Writing &#x2013; original draft. YC: Methodology, Writing &#x2013; original draft. ZL: Methodology, Writing &#x2013; original draft. XL: Methodology, Writing &#x2013; original draft. HC: Methodology, Writing &#x2013; original draft. HL: Methodology, Writing &#x2013; original draft. HZ: Data curation, Writing &#x2013; original draft. YX: Formal Analysis, Writing &#x2013; original draft. LH: Funding acquisition, Writing &#x2013; original draft. FG: Writing &#x2013; original draft, Software. YL: Conceptualization, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by the National Natural Science Foundation of China (82002202) and the Guangzhou Municipal Science and Technology Bureau (202201010774, 202201020654, and 2023A03J0927).</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>
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