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<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>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2024.1352851</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
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</subj-group>
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<title-group>
<article-title>First report of coexistence of blaKPC-2 and blaNDM-1 in carbapenem-resistant clinical isolates of <italic>Klebsiella aerogenes</italic> in Brazil</article-title>
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<name>
<surname>Rodrigues</surname>
<given-names>Saulo Henrique</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn0027"><sup>&#x2020;</sup></xref>
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<surname>Nunes</surname>
<given-names>Gustavo Dantas</given-names>
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<surname>Soares</surname>
<given-names>Gabriela Guerrera</given-names>
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<surname>Ferreira</surname>
<given-names>Roumayne Lopes</given-names>
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<surname>Damas</surname>
<given-names>Marcelo Silva Folhas</given-names>
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<surname>Laprega</surname>
<given-names>Pedro Mendes</given-names>
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<surname>Shilling</surname>
<given-names>Rebecca Elizabeth</given-names>
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<surname>Campos</surname>
<given-names>Leslie Camelo</given-names>
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<surname>da Costa</surname>
<given-names>Andrea Soares</given-names>
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<surname>Malavazi</surname>
<given-names>Iran</given-names>
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<surname>da Cunha</surname>
<given-names>Anderson Ferreira</given-names>
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<surname>Pranchevicius</surname>
<given-names>Maria-Cristina da Silva</given-names>
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<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Departamento de Gen&#x00E9;tica e Evolu&#x00E7;&#x00E3;o, Universidade Federal de S&#x00E3;o Carlos</institution>, <addr-line>S&#x00E3;o Carlos, S&#x00E3;o Paulo</addr-line>, <country>Brazil</country></aff>
<aff id="aff2"><sup>2</sup><institution>Laborat&#x00F3;rio Central de Sa&#x00FA;de P&#x00FA;blica do Tocantins</institution>, <addr-line>Palmas, Tocantins</addr-line>, <country>Brazil</country></aff>
<author-notes>
<fn id="fn0028" fn-type="edited-by"><p>Edited by: Mingxi Wang, Huaqiao University, China</p></fn>
<fn id="fn0029" fn-type="edited-by"><p>Reviewed by: Tahir Hussain, Iowa State University, United States</p>
<p>Dhiviya Prabaa MS, Christian Medical College and Hospital, India</p></fn>
<corresp id="c001">&#x002A;Correspondence: Maria-Cristina da Silva Pranchevicius, <email>mcspranc@gmail.com</email></corresp>
<fn id="fn0027" fn-type="equal"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>14</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1352851</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Rodrigues, Nunes, Soares, Ferreira, Damas, Laprega, Shilling, Campos, Costa, Malavazi, Cunha and Pranchevicius.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Rodrigues, Nunes, Soares, Ferreira, Damas, Laprega, Shilling, Campos, Costa, Malavazi, Cunha and Pranchevicius</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>
<p><italic>Klebsiella aerogenes</italic> is an important opportunistic pathogen with the potential to develop resistance against last-line antibiotics, such as carbapenems, limiting the treatment options. Here, we investigated the antibiotic resistance profiles of 10 <italic>K. aerogenes</italic> strains isolated from patient samples in the intensive-care unit of a Brazilian tertiary hospital using conventional PCR and a comprehensive genomic characterization of a specific <italic>K. aerogenes</italic> strain (CRK317) carrying both the <italic>bla</italic><sub>KPC-2</sub> and <italic>bla</italic><sub>NDM-1</sub> genes simultaneously. All isolates were completely resistant to &#x03B2;-lactam antibiotics, including ertapenem, imipenem, and meropenem with differencing levels of resistance to aminoglycosides, quinolones, and tigecycline also observed. Half of the strains studied were classified as multidrug-resistant. The carbapenemase-producing isolates carried many genes of interest including: &#x03B2;-lactams (<italic>bla</italic><sub>NDM-1</sub>, <italic>bla</italic><sub>KPC-2</sub>, <italic>bla</italic><sub>TEM-1</sub>, <italic>bla</italic><sub>CTX-M-1</sub> group, <italic>bla</italic><sub>OXA-1</sub> group and <italic>bla</italic><sub>SHVvariants</sub> in 20-80% of the strains), aminoglycoside resistance genes [<italic>aac(6&#x2019;)-Ib</italic> and <italic>aph</italic>(<italic>3&#x2019;)-VI</italic>, 70 and 80%], a fluoroquinolone resistance gene (<italic>qnrS</italic>, 80%), a sulfonamide resistance gene (<italic>sul-2</italic>, 80%) and a multidrug efflux system transporter (<italic>mdtK</italic>, 70%) while all strains carried the efflux pumps <italic>Acr</italic> (subunit A) and <italic>tolC</italic>. Moreover, we performed a comprehensive genomic characterization of a specific <italic>K. aerogenes</italic> strain (CRK317) carrying both the <italic>bla</italic><sub>KPC-2</sub> and <italic>bla</italic><sub>NDM-1</sub> genes simultaneously. The draft genome assembly of the CRK317 had a total length of 5,462,831&#x2009;bp and a GC content of 54.8%. The chromosome was found to contain many essential genes. <italic>In silico</italic> analysis identified many genes associated with resistance phenotypes, including &#x03B2;-lactamases (<italic>bla</italic><sub>OXA-9</sub>, <italic>bla</italic><sub>TEM-1</sub>, <italic>bla</italic><sub>NDM-1</sub>, <italic>bla</italic><sub>CTX-M-15</sub>, <italic>bla</italic><sub>AmpC-1</sub>, <italic>bla</italic><sub>AmpC-2</sub>), the bleomycin resistance gene (<italic>ble</italic><sub>MBL</sub>), an erythromycin resistance methylase (<italic>ermC</italic>), aminoglycoside-modifying enzymes [<italic>aac(6&#x2019;)</italic>-<italic>Ib</italic>, <italic>aadA/ant(3&#x201D;)</italic>-<italic>Ia</italic>, <italic>aph(3&#x2019;)-VI</italic>], a sulfonamide resistance enzyme (<italic>sul-2</italic>), a chloramphenicol acetyltransferase (<italic>catA-</italic>like), a plasmid-mediated quinolone resistance protein (<italic>qnrS1</italic>), a glutathione transferase (<italic>fosA</italic>), PEtN transferases (<italic>eptA</italic>, <italic>eptB</italic>) and a glycosyltransferase (<italic>arnT</italic>). We also detected 22 genomic islands, eight families of insertion sequences, two putative integrative and conjugative elements with a type IV secretion system, and eight prophage regions. This suggests the significant involvement of these genetic structures in the dissemination of antibiotic resistance. The results of our study show that the emergence of carbapenemase-producing <italic>K. aerogenes</italic>, co-harboring <italic>bla</italic><sub>KPC-2</sub> and <italic>bla</italic><sub>NDM-1</sub>, is a worrying phenomenon which highlights the importance of developing strategies to detect, prevent, and control the spread of these microorganisms.</p>
</abstract>
<kwd-group>
<kwd><italic>Klebsiella aerogenes</italic></kwd>
<kwd>whole-genome sequencing</kwd>
<kwd>resistance genes</kwd>
<kwd>mobile genetic elements</kwd>
<kwd>metabolic features</kwd>
<kwd>intensive care unit</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="147"/>
<page-count count="21"/>
<word-count count="16489"/>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Antimicrobials, Resistance and Chemotherapy</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<p><italic>Klebsiella aerogenes</italic>, previously identified as <italic>Enterobacter aerogenes</italic>, is a Gram-negative bacterium belonging to the <italic>Enterobacteriaceae</italic> family. It can be found in various environments including water, soil, air, and the human digestive system as a commensal organism. However, this bacterium is also a significant opportunistic pathogen that has been associated with hospital-acquired diseases such as pneumonia, meningitis, skin, soft tissue and urinary tract infections (<xref ref-type="bibr" rid="ref29">Chen et al., 2015</xref>).</p>
<p>&#x03B2;-lactam antibiotics are one of the most commonly prescribed drug classes with numerous clinical uses. These antibiotics are sub-classed as penicillins (these being the most commonly prescribed), cephalosporins, cephamycins, monobactams, and carbapenems (<xref ref-type="bibr" rid="ref120">Sta Ana et al., 2021</xref>). <italic>Klebsiella aerogenes</italic> is intrinsically resistant to ampicillin, amoxicillin, first-generation cephalosporins, and cefoxitin due to the expression of a constitutive AmpC &#x03B2;-lactamase. AmpC type lactamases are also known as extended spectrum &#x03B2;-lactamases (ESBLs) and these provide resistance against the majority of &#x03B2;-lactam antibiotics, such as extended-spectrum cephalosporins and monobactams, with the exception of carbapenems and cephamycins (<xref ref-type="bibr" rid="ref40">Davin-Regli and Pages, 2015</xref>; <xref ref-type="bibr" rid="ref25">Castanheira et al., 2021</xref>).</p>
<p>The presence of ESBLs in <italic>K. aerogenes</italic> strains has been well-documented, leading to the use of carbapenems as a last-resort treatment for serious infections caused by these pathogens. However, previous studies have shown a high prevalence of antibiotic resistance to cephalosporins and carbapenems in clinically relevant <italic>K. aerogenes</italic> strains worldwide (<xref ref-type="bibr" rid="ref81">Ma et al., 2020</xref>). These infections pose a significant public health challenge due to the limited treatment options available and their elevated mortality rates (<xref ref-type="bibr" rid="ref90">Mulani et al., 2019</xref>; <xref ref-type="bibr" rid="ref42">Denissen et al., 2022</xref>).</p>
<p>The main resistant mechanism of carbapenemase-producing <italic>K. aerogenes</italic> is the production of carbapenemases, although other mechanisms have been proposed, including overproduction of &#x03B2;-lactamases, efflux pumps, porin deficiency, and changes in penicillin-binding proteins (<xref ref-type="bibr" rid="ref97">Pan et al., 2021</xref>). Carbapenem resistance in clinical isolates of Carbapenem Resistant Enterobacterales (CRE) is predominantly caused by the presence of these carbapenemases, especially <italic>Klebsiella pneumoniae</italic> Carbapenamase (KPC) and New Delhi Metallo-&#x03B2;-lactamase (NDM). <italic>bla</italic><sub>KPC</sub> is commonly found on various plasmids like IncF-, IncI-, IncA/C-, IncX-, and IncR-type plasmids, while <italic>bla</italic><sub>NDM</sub> is mostly associated with IncX3-type plasmids. These plasmids are easily transferable and can promote the dissemination of <italic>bla</italic><sub>KPC</sub> and <italic>bla</italic><sub>NDM</sub> through horizontal gene transfer among diverse bacterial populations spreading antibiotic resistance (<xref ref-type="bibr" rid="ref139">Yuan et al., 2023</xref>).</p>
<p>Although carbapenemases such as KPC, NDM, and Imipenemase (IMP) have been detected in <italic>K. aerogenes</italic>, there are limited studies demonstrating the simultaneous presence of <italic>bla</italic><sub>KPC</sub> and <italic>bla</italic><sub>NDM</sub> genes. Here, we conducted an in-depth analysis of genes related to the antimicrobial resistance and mobile genetic elements in carbapenemase-producing <italic>K. aerogenes</italic>, found in Brazilian hospitals, to understand its genomic diversity. To the best of our knowledge, this paper is the first to report the simultaneous presence of both <italic>bla<sub>KPC</sub></italic> and <italic>bla<sub>NDM</sub></italic> in <italic>K. aerogenes</italic> isolated from clinical samples in Brazil.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<title>Materials and methods</title>
<sec id="sec3">
<title>Bacterial isolates</title>
<p>A total of 10 <italic>K. aerogenes</italic> were isolated from clinical specimens and devices in the ICU and neonatal intensive care unit (NICU) at a tertiary care of a government hospital in Palmas, Tocantins, Brazil, between January 2017 and May 2020. The <italic>K. aerogenes</italic> strains were initially identified by the hospital&#x2019;s clinical microbiology laboratory before being forwarded to the Central Public Health Laboratory of the State of Tocantins (LACEN/TO) for species confirmation and drug susceptibility testing. LACEN is a healthcare facility under the Brazilian Ministry of Health that receives samples for antimicrobial resistance surveillance.</p>
</sec>
<sec id="sec4">
<title>Detection of antibiotic resistance and carbapenemase productions</title>
<p>Bacterial identification and determination of antibiotic susceptibility were carried out using the VITEK2 compact automated system (bioMerieux, Hazelwood, MO, USA). The susceptibility of the <italic>K. aerogenes</italic> isolates were tested against a panel of 16 antibiotics, which included ampicillin/sulbactam (SAM), piperacillin/tazobactam (TZP), cefuroxime sodium (CXM-S), cefuroxime axetil (CXM-AX), cefoxitin (FOX), ceftazidime (CAZ), ceftriaxone (CRO), cefepime (FEP), ertapenem (ETP), imipenem (IPM), meropenem (MEM), amikacin (AMK), gentamicin (GEN), ciprofloxacin (CIP), tigecycline (TGC), and colistin (CST). The findings were interpreted in accordance with the guidelines set forth by Clinical and Laboratory Standards Institute (<xref ref-type="bibr" rid="ref500">CLSI, 2023</xref>). Phenotypic detection of carbapenemase production in <italic>K. aerogenes</italic> was carried out by modified Hodge test and ethylenediaminetetraacetic acid (EDTA) synergy tests under the CLSI guidelines (<xref ref-type="bibr" rid="ref500">CLSI, 2023</xref>) as described elsewhere (<xref ref-type="bibr" rid="ref44">Ferreira et al., 2019</xref>, <xref ref-type="bibr" rid="ref45">2020</xref>; <xref ref-type="bibr" rid="ref38">Damas et al., 2022</xref>; <xref ref-type="bibr" rid="ref118">Soares et al., 2023</xref>). <italic>K. aerogenes</italic> isolates were classified as multidrug-resistant (MDR) by non-susceptibility to at least one agent in three or more antimicrobial categories, as per the criteria established by <xref ref-type="bibr" rid="ref83">Magiorakos et al. (2012)</xref>. <italic>K. aerogenes</italic> are naturally resistant to ampicillin (AMP), amoxicillin/clavulanic acid (AMC), FOX, and cephalothin (CFL) due to the low production of the naturally induced cephalosporinase of Bush group 1 (class C) (<xref ref-type="bibr" rid="ref40">Davin-Regli and Pages, 2015</xref>). Therefore, AMP and FOX were not included in the MDR classification (<xref ref-type="bibr" rid="ref83">Magiorakos et al., 2012</xref>).</p>
</sec>
<sec id="sec5">
<title>DNA isolation</title>
<p><italic>Klebsiella aerogenes</italic> strains were subcultured on Brain Heart Infusion (BHI) broth (Oxoid, United Kingdom) and incubated for 24&#x2009;h at 37&#x00B0;C. Genomic DNA extraction was performed from an overnight culture using the Cellco Genomic DNA purification kit (Cellco Biotech., S&#x00E3;o Carlos, Brazil), according to the manufacturer&#x2019;s instructions. The DNA was quantified using the NanoVue Plus instrument (GE Healthcare Life Sciences, Marlborough, MA, United States). The quality of the genomic DNA was examined through electrophoresis while the bacterial DNA concentration was determined using the Qubit&#x00AE; 3.0 fluorometer in combination with the Qubit&#x00AE; dsDNA Broad Range Assay Kit from Life Technologies (Carlsbad, CA, USA).</p>
</sec>
<sec id="sec6">
<title>Detection of antibiotic resistant genes</title>
<p>Polymerase chain reaction (PCR) was performed for the detection of resistance-related genes, such as ESBL-encoding genes (<italic>bla</italic><sub>TEM</sub>, <italic>bla</italic><sub>SHV variants</sub>, <italic>bla</italic><sub>OXA-1, 4 and 30</sub>, <italic>bla</italic><sub>CTX-M-1 group</sub>, <italic>bla</italic><sub>GES</sub>, <italic>bla</italic><sub>PER-1 and 3</sub>, <italic>bla</italic><sub>VEB-1 to 6</sub>), carbapenemase genes (<italic>bla</italic><sub>KPC</sub>, <italic>bla</italic><sub>OXA-48</sub>, <italic>bla</italic><sub>IMP-1</sub>, <italic>bla</italic><sub>VIM-2</sub>, <italic>bla</italic><sub>NDM</sub>, <italic>bla</italic><sub>SPM-1</sub>, <italic>bla</italic><sub>GIM-1</sub>, <italic>bla</italic><sub>SIM-1</sub>), aminoglycosides [<italic>armA</italic>, <italic>rmtB</italic>, <italic>aph(3&#x2032;)-</italic>VIa <italic>(aphA6)</italic>], tetracycline (<italic>tetB</italic>), sulfonamide (<italic>sul-1</italic>, <italic>sul-2</italic>), colistin resistance (<italic>mcr-1</italic>), plasmid mediated quinolone resistance (PMQR) gene [<italic>aac(6&#x2019;)-Ib-cr</italic>, <italic>qnrS1</italic> and <italic>qnrS2</italic>], efflux pump (<italic>acrAB</italic>, <italic>tol</italic>C, and <italic>mdtK</italic>) genes. Amplicons were analyzed by gel electrophoresis in 1.0% agarose and visualized under ultraviolet (UV) light. <xref rid="SM1" ref-type="supplementary-material">Supplementary Table S1</xref> provides information on amplicons length and PCR conditions.</p>
<p>One amplicon of each studied gene was purified using the Gel Band Purification Kit (Cellco Biotech., S&#x00E3;o Carlos, Brazil) and sequenced using the Sanger DNA sequencing method. The sequences were edited using Bioedit v7.0.5 (<xref ref-type="bibr" rid="ref59">Hall, 1999</xref>), then compared with GenBank and Refseq sequences using BlastX tools: ACT53230.1 (<italic>bla</italic><sub>CTX-M-15</sub>), QXU68638.1 (<italic>bla</italic><sub>TEM-1</sub>), EKZ5222878.1 (<italic>bla</italic><sub>NDM</sub>), SCZ84112.1 (<italic>bla</italic><sub>SHV-2</sub>), WEA84669.1 (<italic>bla</italic><sub>KPC</sub>), WP_240093217.1 (<italic>bla</italic><sub>OXA-1</sub>), WP_047046709.1 (<italic>tol</italic>C), EFZ4507594.1 (<italic>qnrS</italic>), MCL7674773.1 (<italic>acrA</italic>), HBS1035150.1 (<italic>aac-(6&#x2019;)-Ib</italic>), HEC1006964.1 (<italic>aph(3&#x2019;)-</italic>VIa), QDB65114.1 (<italic>sul</italic>-<italic>2</italic>), and PLP19006.1 (<italic>mdtK</italic>). Subsequently, the nucleotide sequences of the genes were submitted to the GenBank database and assigned accession numbers: SRX22793090 (<italic>sul-2</italic>), SRX22793089 (<italic>mdtK</italic>), SRX22793063 (<italic>qnrS</italic>), SRX22793062 (<italic>tolC</italic>), SRX22793031 (<italic>acrA</italic>), SRX22789929 (<italic>aph(3&#x2019;)</italic>-VIa), SRX22789927 (<italic>aac-(6&#x2019;)-Ib</italic>), SRX22789878 (<italic>bla</italic><sub>SHV-2</sub>), SRX22789871 (<italic>bla</italic><sub>OXA-1</sub>), SRX22789802 (<italic>bla</italic><sub>NDM</sub>), SRX22789553 (<italic>bla</italic><sub>KPC</sub>), SRX22789857 (<italic>bla</italic><sub>TEM-1</sub>), and SRX22789858 (<italic>bla</italic><sub>CTX-M-15</sub>).</p>
</sec>
<sec id="sec7">
<title>Genome sequencing</title>
<p>The <italic>K. aerogenes</italic> CRKA317 was selected for whole genome sequencing (WGS). The Nextera XT DNA Library Prep Kit (Illumina, San Diego, California, United States) was utilized to conduct the library preparation using 1&#x2009;ng of DNA as our material to sequence. A limited cycle polymerase chain reaction (PCR) program was employed to amplify the libraries introducing Index 1 (i7) adapters, Index 2 (i5) adapters, and the requisite sequences for generating sequencing clusters. The amplified library was purified using 0.6 x Agencourt AMPure XP beads (Beckman Coulter, Brea, California, USA). The quality of the library and the size of fragmented DNA was evaluated on a 1.5% electrophoresis agarose gel and quantified using a fluorometric method involving the Qubit&#x00AE; 3.0 instrument and the Qubit&#x00AE; dsDNA Broad Range Assay Kit (Life Technologies, Carlsbad, California, United States). The resulting library concentrations were subsequently normalized to 4&#x2009;nM using a standard dilution method. The libraries were then combined, denatured with 0.2&#x2009;N sodium hydroxide (NaOH), and diluted to attain a final concentration of 1.8 pM. To ensure the run&#x2019;s accuracy and control, a PhiX control was added to achieve a final concentration of 1.5 pM. The sequencing run involved a paired-end run comprising 75&#x2009;cycles for each read (2&#x2009;&#x00D7;&#x2009;75), plus up to eight cycles for two index reads.</p>
</sec>
<sec id="sec8">
<title>Genome assembly, annotation and prediction of orthologous group</title>
<p>Initially, FastQC v.0.12.0<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref> was used to check the raw reads quality. The raw reads were filtered by quality, length, and adapter regions using Trim Galore! v.0.6.10.<xref ref-type="fn" rid="fn0002"><sup>2</sup></xref> The genome assembly was made with SPAdes 3.2 (<xref ref-type="bibr" rid="ref10">Bankevich et al., 2012</xref>) and SSPACE (<xref ref-type="bibr" rid="ref18">Boetzer et al., 2011</xref>), using &#x201C;careful&#x201D; and &#x201C;cov-cutoff auto&#x201D; as settings. Contigs with less than 200&#x2009;bp were discarded. PlasmidFinder 2.13<xref ref-type="fn" rid="fn0003"><sup>3</sup></xref> (<xref ref-type="bibr" rid="ref23">Carattoli et al., 2014</xref>) and PlasmidSPAdes (<xref ref-type="bibr" rid="ref6">Antipov et al., 2016</xref>) were used to plasmid detection and assembly attempts. QUAST v5.0.2 (<xref ref-type="bibr" rid="ref56">Gurevich et al., 2013</xref>) were used to access the general statistics of assembled genome. The circular genome was built using Proksee<xref ref-type="fn" rid="fn0004"><sup>4</sup></xref> (<xref ref-type="bibr" rid="ref50">Grant et al., 2023</xref>). For the annotations of genome, both Prokka v.1.14.5 (<xref ref-type="bibr" rid="ref109">Seemann, 2014</xref>) and Rapid Annotation using Subsytems Technology (RAST)<xref ref-type="fn" rid="fn0005"><sup>5</sup></xref> (<xref ref-type="bibr" rid="ref9">Aziz et al., 2008</xref>) servers were used. The completeness of the assembled genome was assessed using the BUSCO program (<xref ref-type="bibr" rid="ref116">Sim&#x00E3;o et al., 2015</xref>).</p>
<p>The Clusters of Orthologous Group (COG) were annotated and distributed in categories using eggNOG-mapper v2<xref ref-type="fn" rid="fn0006"><sup>6</sup></xref> (<xref ref-type="bibr" rid="ref22">Cantalapiedra et al., 2021</xref>). Kyoto Encyclopedia of Genes and Genomes (KEGG) was used to determinate Gene Ontology (GO)<xref ref-type="fn" rid="fn0007"><sup>7</sup></xref> (<xref ref-type="bibr" rid="ref74">Kanehisa et al., 2016</xref>).</p>
</sec>
<sec id="sec9">
<title>Phylogenetic inferences using 16S rRNA gene sequences, ANI, dDDH, and TYGS</title>
<p>Our 16S rRNA gene sequence from our genome annotation was used in the analysis with another 36 16S rRNA reference sequences of <italic>Klebsiella</italic> genus obtained from the GenBank database (<xref rid="SM1" ref-type="supplementary-material">Supplementary Table S2</xref>). The 16S rRNA analysis was performed using <italic>Escherichia coli</italic> as its outgroup. Nucleotide sequences were aligned using the online software MAFFT<xref ref-type="fn" rid="fn0008"><sup>8</sup></xref> (<xref ref-type="bibr" rid="ref75">Katoh and Standley, 2013</xref>). JModelTest v2.1.10 (<xref ref-type="bibr" rid="ref101">Posada, 2008</xref>) was used to estimate the best-fitting nucleotide substitution model and PhyML v3.0 (<xref ref-type="bibr" rid="ref54">Guindon et al., 2009</xref>) to construct a maximum likelihood (ML) phylogenetic tree. Branches was supported by bootstrap analysis of 1,000 replicates.</p>
<p>The OrthoANI v0.93.1 tool (<xref ref-type="bibr" rid="ref137">Yoon et al., 2017</xref>) was used to calculate the Average Nucleotide Identity (ANI) between our genome and another 18 reference and uncharacterized complete <italic>Klebsiella</italic> genus genomes (<xref rid="SM1" ref-type="supplementary-material">Supplementary Table S3</xref>). For the <italic>in silico</italic> calculation of digital DNA&#x2013;DNA Hybridization (dDDH), Genome to Genome Distance Calculator (GGDC 3.0)<xref ref-type="fn" rid="fn0009"><sup>9</sup></xref> (<xref ref-type="bibr" rid="ref86">Meier-Kolthoff et al., 2013</xref>) was used with the same genomes. A heatmap with the results from OrthoANI and dDDH was constructed using CIMminer.<xref ref-type="fn" rid="fn0010"><sup>10</sup></xref> To reinforce our phylogenetic inference, the Type (Strain) Genome Server (TYGS)<xref ref-type="fn" rid="fn0011"><sup>11</sup></xref> was performed using all strains from the server database (<xref ref-type="bibr" rid="ref87">Meier-Kolthoff et al., 2022</xref>).</p>
</sec>
<sec id="sec10">
<title>Comparative pan-genome analysis of <italic>Klebsiella aerogenes</italic> strains</title>
<p>The online pipeline REALPHY<xref ref-type="fn" rid="fn0012"><sup>12</sup></xref> (<xref ref-type="bibr" rid="ref15">Bertels et al., 2014</xref>) was used to build a whole-genome sequence-based phylogenetic tree, using the 26 complete genomes of clinical strains of <italic>K. aerogenes</italic> available in NCBI (<xref rid="SM1" ref-type="supplementary-material">Supplementary Table S4</xref>). The result showed the closest <italic>Klebsiella</italic> species to our strain. These species were used in Orthovenn2 web server<xref ref-type="fn" rid="fn0013"><sup>13</sup></xref> (<xref ref-type="bibr" rid="ref134">Xu et al., 2019</xref>) to compare orthologous gene clusters using whole-genome sequence. Furthermore, Bacterial Pangenome Analysis Pipeline (BPGA) v.1.3 (<xref ref-type="bibr" rid="ref27">Chaudhari et al., 2016</xref>) was performed against the Kyoto Encyclopedia Genomics and Genes Database (KEGG) to predict the core, accessory and unique genes as well as their functional distribution. REALPHY, Orthovenn2 and BPGA were used in default settings.</p>
</sec>
<sec id="sec11">
<title>Characterization of resistance</title>
<p>The annotation of antibiotic resistance genes, efflux pumps and porins was made by CARD online<xref ref-type="fn" rid="fn0014"><sup>14</sup></xref> (<xref ref-type="bibr" rid="ref2">Alcock et al., 2019</xref>), ResFinder 4.4.2<xref ref-type="fn" rid="fn0015"><sup>15</sup></xref> (<xref ref-type="bibr" rid="ref19">Bortolaia et al., 2020</xref>), ABRicate<xref ref-type="fn" rid="fn0016"><sup>16</sup></xref> (<xref ref-type="bibr" rid="ref1">Afgan et al., 2018</xref>), BlastKOALA<xref ref-type="fn" rid="fn0017"><sup>17</sup></xref> (<xref ref-type="bibr" rid="ref74">Kanehisa et al., 2016</xref>) and CARD and ARG-ANNOT (<xref ref-type="bibr" rid="ref55">Gupta et al., 2014</xref>) databases. The parameters used for databases were 1E-5 e-value, &#x2265; 70% of identity and &#x2265;90% coverage cut-off.</p>
<p>Known mutations in <italic>gyrA</italic>, <italic>gyrB</italic>, and <italic>parC</italic>, that are responsible for quinolone resistance, were investigated using BLASTp comparison. Furthermore, even though <italic>K. aerogenes</italic> CRKA317 is not resistance to colistin, mutations in <italic>phoP</italic> and <italic>phoQ</italic> were also evaluated to investigate polymyxin resistance. For the alignment we used the following sequences: <italic>gyrA</italic> (<italic>Klebsiella</italic> [multispecies]: WP_004201688.1), <italic>gyrB</italic> (<italic>Klebsiella</italic> [multispecies]: WP_004173845.1), <italic>parC</italic> (<italic>Klebsiella</italic> [multispecies]: WP_004181324.1), <italic>phoP</italic> (<italic>Klebsiella</italic> [multispecies]: WP_025714403.1) and <italic>phoQ</italic> (<italic>Klebsiella</italic> [multispecies]: WP_045393745.1).</p>
</sec>
<sec id="sec12">
<title>Genomic islands and mobile genetic elements</title>
<p>The presence of Genomic Islands (GIs) was investigated with IslandViewer 4 webserver<xref ref-type="fn" rid="fn0018"><sup>18</sup></xref> (<xref ref-type="bibr" rid="ref14">Bertelli et al., 2017</xref>), using <italic>K. aerogenes</italic> isolate 57 as the reference strain. Integrons, transposons and insertion sequences were evaluated using Integron Finder (<xref ref-type="bibr" rid="ref1">Afgan et al., 2018</xref>), TnCentral<xref ref-type="fn" rid="fn0019"><sup>19</sup></xref> (<xref ref-type="bibr" rid="ref105">Ross et al., 2021</xref>) and ISfinder<xref ref-type="fn" rid="fn0020"><sup>20</sup></xref> (<xref ref-type="bibr" rid="ref114">Siguier, 2006</xref>), respectively. MGEfinder<xref ref-type="fn" rid="fn0021"><sup>21</sup></xref> (<xref ref-type="bibr" rid="ref43">Durrant et al., 2020</xref>) was used to understand the relation between resistance genes with mobile genetic elements. The webserver ICEfinder<xref ref-type="fn" rid="fn0022"><sup>22</sup></xref> (<xref ref-type="bibr" rid="ref80">Liu et al., 2019</xref>) was used to identify Integrative and Conjugative Elements (ICE). Sequences of Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) were searched using CRISPRCas Finder<xref ref-type="fn" rid="fn0023"><sup>23</sup></xref> (<xref ref-type="bibr" rid="ref36">Couvin et al., 2018</xref>). To identify and annotate prophage sequences in genome, the PHASTER webserver<xref ref-type="fn" rid="fn0024"><sup>24</sup></xref> (<xref ref-type="bibr" rid="ref7">Arndt et al., 2016</xref>) was used. The Phigaro v.2.3.0 pipeline (<xref ref-type="bibr" rid="ref121">Starikova et al., 2020</xref>) was used to indicate the possible phage family.</p>
</sec>
<sec id="sec13">
<title>Genome accession number</title>
<p>Raw reads were submitted to Sequence Reads Archives,<xref ref-type="fn" rid="fn0025"><sup>25</sup></xref> with submission number JAXIVA000000000. The draft genome is available at GenBank BioProject accession PRJNA1047945.</p>
</sec>
</sec>
<sec sec-type="results" id="sec14">
<title>Results</title>
<sec id="sec15">
<title>Antimicrobial susceptibility, detection of resistance-related genes</title>
<p>A total of 10 non-repetitive clinical isolates of <italic>K. aerogenes</italic> were isolated from rectal swabs, (40%, <italic>n</italic>&#x2009;=&#x2009;4), urine (30%, <italic>n</italic>&#x2009;=&#x2009;3), tracheal aspirate (10%, <italic>n</italic>&#x2009;=&#x2009;1), blood (10%, <italic>n</italic>&#x2009;=&#x2009;1) and catheter tips (10%, <italic>n</italic>&#x2009;=&#x2009;1) from adult patients admitted to the intensive care unit (ICU) of a tertiary hospital located in Brazil. All isolates were resistant to the &#x03B2;-lactam antibiotics tested, including SAM, TZP, CXM-S, CXM-AX, FOX, CAZ, CRO, FEP, ETP, IPM, and MEM. MDR was observed in 50% (<italic>n</italic>&#x2009;=&#x2009;5) of the strains, and the most common MDR profiles were related to &#x03B2;-lactam-aminoglycosides-quinolone (20%, <italic>n</italic>&#x2009;=&#x2009;2), &#x03B2;-lactam-quinolone-glicylcycline (20%, <italic>n</italic>&#x2009;=&#x2009;2), and &#x03B2;-lactam-aminoglycosides-quinolone-glicylcycline (10%, <italic>n</italic>&#x2009;=&#x2009;1). On the other hand, 80% of the isolates were susceptible to GEN, 80% to AMK, 70% to TGC, 50% to CIP, and 100% to CST. General data and susceptibility profiles of all clinical carbapenem-resistant <italic>K. aerogenes</italic> (CRKA) isolates are showed in <xref ref-type="table" rid="tab1">Table 1</xref> and <xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S1</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption><p>Antimicrobial resistance of <italic>K. aerogenes</italic> isolates and presence of genes coding for resistance, and efflux pumps.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="3">Strains</th>
<th align="left" valign="top" rowspan="3">Source of infection</th>
<th align="left" valign="top" rowspan="3">Antibiotic resistance</th>
<th align="center" valign="top" rowspan="3">MDR</th>
<th align="center" valign="top" colspan="13">Genes associated with drug resistance</th>
</tr>
<tr>
<th align="center" valign="top" colspan="6">&#x03B2;-lactams</th>
<th align="center" valign="top" colspan="2">Aminoglycosides</th>
<th align="center" valign="top">Quinolone</th>
<th align="center" valign="top">Sulfonamide</th>
<th align="center" valign="top" colspan="3">Multidrug efflux pump</th>
</tr>
<tr>
<th align="center" valign="top"><italic>bla</italic><sub>KPC-2</sub></th>
<th align="center" valign="top"><italic>bla<sub>NDM-1</sub></italic></th>
<th align="center" valign="top"><italic>bla<sub>TEM-1</sub></italic></th>
<th align="center" valign="top"><italic>bla<sub>oxa1, 4, 30</sub></italic></th>
<th align="center" valign="top"><italic>bla</italic><sub>SHV variants</sub></th>
<th align="center" valign="top"><italic>bla</italic><sub>CTX-M-1 group</sub></th>
<th align="center" valign="top"><italic>aac(6&#x2019;)-Ib</italic></th>
<th align="center" valign="top"><italic>aph(3&#x2019;)-</italic>VIa</th>
<th align="center" valign="top"><italic>qnrS (qnrS1, S2)</italic></th>
<th align="center" valign="top"><italic>sul-2</italic></th>
<th align="center" valign="top"><italic>acrA</italic></th>
<th align="center" valign="top"><italic>tolC</italic></th>
<th align="center" valign="top"><italic>mdtK</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">CRKA315</td>
<td align="left" valign="middle">Rectal swab</td>
<td align="left" valign="middle">SAM, TZP, CXM, CXM-S, FOX, CAZ, CRO, FEP, ETP, IPM, MEM</td>
<td align="center" valign="middle">No</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
</tr>
<tr>
<td align="left" valign="middle">CRKA316</td>
<td align="left" valign="middle">Rectal swab</td>
<td align="left" valign="middle">SAM, TZP, CXM, CXM-S, FOX, CAZ, CRO, FEP, ETP, IPM, MEM</td>
<td align="center" valign="middle">No</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="middle">CRKA454</td>
<td align="left" valign="middle">Rectal swab</td>
<td align="left" valign="middle">SAM, TZP, CXM, CXM-S, FOX, CAZ, CRO, FEP, ETP, IPM, MEM, CIP, TGC</td>
<td align="center" valign="middle">Yes</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
</tr>
<tr>
<td align="left" valign="middle">CRKA534</td>
<td align="left" valign="middle">Rectal swab</td>
<td align="left" valign="middle">SAM, TZP, CXM, CXM-S, FOX, CAZ, CRO, FEP, ETP, IPM, MEM, CIP, TGC</td>
<td align="center" valign="middle">Yes</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
</tr>
<tr>
<td align="left" valign="middle">&#x002A;CRKA317</td>
<td align="left" valign="middle">Urine</td>
<td align="left" valign="middle">SAM, TZP, CXM, CXM-S, FOX, CAZ, CRO, FEP, ETP, IPM, MEM, AMK, CIP, TGC</td>
<td align="center" valign="middle">Yes</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">-</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
</tr>
<tr>
<td align="left" valign="middle">CRKA459</td>
<td align="left" valign="middle">Urine</td>
<td align="left" valign="middle">SAM, TZP, CXM, CXM-S, FOX, CAZ, CRO, FEP, ETP, IPM, MEM</td>
<td align="center" valign="middle">No</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="middle">CRKA538</td>
<td align="left" valign="middle">Urine</td>
<td align="left" valign="middle">SAM, TZP, CXM, CXM-S, FOX, CAZ, CRO, FEP, ETP, IPM, MEM, GEN, CIP</td>
<td align="center" valign="middle">Yes</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
</tr>
<tr>
<td align="left" valign="middle">CRKA532</td>
<td align="left" valign="middle">Tracheal aspirate</td>
<td align="left" valign="middle">SAM, TZP, CXM, CXM-S, FOX, CAZ, CRO, FEP, ETP, IPM, MEM</td>
<td align="center" valign="middle">No</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
</tr>
<tr>
<td align="left" valign="middle">CRKA211</td>
<td align="left" valign="middle">Blood</td>
<td align="left" valign="middle">SAM, TZP, CXM, CXM-S, FOX, CAZ, CRO, FEP, ETP, IPM, MEM, AMK, CIP</td>
<td align="center" valign="middle">Yes</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
</tr>
<tr>
<td align="left" valign="middle">CRKA495</td>
<td align="left" valign="middle">Catheter tip</td>
<td align="left" valign="middle">SAM, TZP, CXM, CXM-S, FOX, CAZ, CRO, FEP, ETP, IPM, MEM</td>
<td align="center" valign="middle">No</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2013;</td>
</tr>
<tr>
<td/>
<td/>
<td align="left" valign="middle" colspan="2"><bold>Genes present (%)</bold></td>
<td align="center" valign="middle"><bold>70</bold></td>
<td align="center" valign="middle"><bold>80</bold></td>
<td align="center" valign="middle"><bold>80</bold></td>
<td align="center" valign="middle"><bold>40</bold></td>
<td align="center" valign="middle"><bold>20</bold></td>
<td align="center" valign="middle"><bold>50</bold></td>
<td align="center" valign="middle"><bold>80</bold></td>
<td align="center" valign="middle"><bold>70</bold></td>
<td align="center" valign="middle"><bold>80</bold></td>
<td align="center" valign="middle"><bold>80</bold></td>
<td align="center" valign="middle"><bold>100</bold></td>
<td align="center" valign="middle"><bold>100</bold></td>
<td align="center" valign="middle"><bold>70</bold></td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Of the 10 carbapenemase-producing <italic>K. aerogenes</italic> isolates, the <italic>bla</italic><sub>NDM-1</sub> gene was detected in 8 isolates (80%), followed by <italic>bla</italic><sub>KPC-2</sub> in 7 isolates (70%). Whereas the concomitant presence of <italic>bla</italic><sub>KPC-2</sub> with <italic>bla</italic><sub>NDM-1</sub> gene was detected in 5 isolates (50%). In addition, the <italic>bla</italic><sub>TEM-1</sub> (80%, <italic>n</italic>&#x2009;=&#x2009;8) was the most common ESBL-encoding gene among <italic>K. aerogenes</italic> investigated, followed by <italic>bla</italic><sub>CTX-M1-group</sub> (50%, <italic>n</italic>&#x2009;=&#x2009;5), <italic>bla</italic><sub>OXA-1,4, and 30</sub> (40%, <italic>n</italic>&#x2009;=&#x2009;4), and <italic>bla</italic><sub>SHV variants</sub> (20%, <italic>n</italic>&#x2009;=&#x2009;2) (<xref ref-type="table" rid="tab1">Table 1</xref> and <xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S1</xref>).</p>
<p>Regarding the genes that provide resistance to aminoglycosides, 7 isolates (70%) carried the <italic>aph(3&#x2032;)-VI</italic> (<italic>aphA6</italic>) and 8 strains (80%) carried the <italic>aac(6&#x2019;)-Ib</italic> gene. Eight strains (80%) harbored <italic>qnrS</italic> (<italic>qnrS1</italic> and/or <italic>qnrS2</italic>), capable of causing resistance fluoroquinolones antibiotics. The sulfonamide resistance gene (<italic>sul-2</italic>) gene was present in 8 isolates (80%). All the CRKA isolates we investigated had genes related to efflux pumps <italic>acrA</italic> and <italic>tolC</italic>. The <italic>mdtK</italic> gene, which is a multidrug efflux system transporter, was present in 7 strains (70%) (<xref ref-type="table" rid="tab1">Table 1</xref> and <xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S1</xref>). The genes related to antibiotic resistance <italic>bla</italic><sub>OXA-48</sub>; <italic>bla</italic><sub>SPM-1</sub>; <italic>bla</italic><sub>IMP-1</sub>; <italic>bla</italic><sub>VIM-2</sub>; <italic>bla</italic><sub>SIM-1</sub>; <italic>bla</italic><sub>GIM-1</sub>, <italic>bla</italic><sub>GES-1, 9,11</sub>; <italic>bla</italic><sub>PER-1, 3</sub>; <italic>bla</italic><sub>VEB-1 to 6</sub>, <italic>mcr-1</italic>, <italic>sul-1</italic>, <italic>aac(6&#x2032;)-Ib-cr</italic>, <italic>armA</italic>, <italic>rmtB</italic> and <italic>tetB</italic> were not found in CRKA isolates.</p>
</sec>
<sec id="sec16">
<title>Classes of antibiotics</title>
<p>&#x03B2;-lactams: SAM (ampicillin-sulbactam), TZP (piperacillin-tazobactam), CXM-S (cefuroxime sodium), CXM (cefuroxime axetil), FOX (cefoxitin), CAZ (ceftazidime), CRO (ceftriaxone), FEP (cefepime), ETP (ertapenem), IPM (imipenem), MEM (meropenem); aminoglycosides: GEN (gentamicin) and AMK (amikacin); quinolones: CIP. (ciprofloxacin); glycylcycline: TGC (tigecycline) and polymyxin: CST (colistin). MDR (multidrug-resistant)&#x2009;=&#x2009;resistance to at least one agent in three or more antibiotic categories. &#x002A; Whole-genome sequencing was performed on CRKA317. +, the tested gene was detected by PCR and Sanger sequencing; &#x2013;, the tested gene was not detected.</p>
</sec>
<sec id="sec17">
<title>Genome and functional annotation</title>
<p>Given the existence of both the <italic>bla</italic><sub>KPC-2</sub> and <italic>bla</italic><sub>NDM-1</sub> genes in CRK317, as well as the strain&#x2019;s resistance to a broad spectrum of antibiotics (except for gentamicin and colistin), whole genome sequencing (WGS) was employed to obtain comprehensive genomic data from the <italic>K. aerogenes</italic> CRKA317. The draft genome of CRKA317 comprised one circular chromosome, which is 5,462,831&#x2009;bp in size, with an average GC content of 54.8%. The annotation of the bacterial genome predicted a total of 51 contigs, 5,403 coding sequences and 5,374 genes that covered 88.88% of genome. Of the 65 RNA genes predicted, 5 were rRNAs, 59 were tRNAs and one was a transfer-messenger RNA (tmRNA) (<xref rid="SM1" ref-type="supplementary-material">Supplementary Table S5</xref> and <xref ref-type="fig" rid="fig1">Figure 1A</xref>). The assembly of plasmids was unsuccessful, but fragments of IncFIB (pQil), IncC, and IncFII (K) plasmids were detected.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption><p>Whole-Genome Sequencing and functional annotations of <italic>K. aerogenes</italic> CRKA317. <bold>(A)</bold> The circular diagram consists of four circles, numbered from 1 (outer) to 4 (inner). The outer two orange circles represent the coding sequence (CDS), the transfer RNA (tRNA) is indicated by a purple arrowhead, the ribosomal RNA (rRNA) is shown with a green arrowhead, and the transfer-messenger RNA (tmRNA) is denoted by a red arrowhead. The third, black circle represents the GC content. The fourth circle displays the GC skew curve indicating a positive skew in green and negative skew in violet. <bold>(B)</bold> The bar indicates the percentage of subsystem coverage, with the green segment representing the proportion of proteins included. The pie chart presents an overview of the distribution of various categories within these subsystems. <bold>(C)</bold> COG classification in categories: metabolism (yellow bars), information processing and storage (orange bars), cellular processes and signaling (green bars), and unknown function (blue bar).</p></caption>
<graphic xlink:href="fmicb-15-1352851-g001.tif"/>
</fig>
<p>According to the RAST analysis, the genome of <italic>K. aerogenes</italic> CRKA317 is composed of 398 subsystems that can be categorized into 27 distinct categories (<xref ref-type="fig" rid="fig1">Figure 1B</xref>). The six most significant categories included &#x201C;carbohydrates&#x201D; with a total of 398 genes, followed by &#x201C;amino acids and derivatives&#x201D; (382 genes), &#x201C;protein metabolism&#x201D; (217 genes), &#x201C;cofactors, vitamins, prosthetic groups, pigments&#x201D; (177 genes), &#x201C;membrane transport&#x201D; (158 genes), and &#x201C;respiration&#x201D; (125 genes). In the specific category of &#x201C;virulence, disease and defense,&#x201D; (52 genes) there were 32 genes related to resistance against antibiotics and toxic compounds; such as &#x03B2;-lactamase enzymes (one gene), fluoroquinolone resistance (two genes), fosfomycin resistance (one gene), copper homeostasis (11 genes), copper homeostasis: cooper tolerance (ten genes), cobalt-zinc-cadmium resistance (four genes), zinc resistance (two genes), adaptation to d-cysteine (one gene); Furthermore, we found 14 genes associated with invasion and intracellular resistance, four genes linked to adhesion, and two genes related to bacteriocins, ribosomally synthetized antibacterial peptides.</p>
<p>The analysis of protein-coding genes resulted in a total of 5,116 genes distributed across different functional categories within the Cluster of Orthologous Groups. The largest proportion of known protein coding genes was related to &#x201C;transcription&#x201D; (471; 9.21%), followed by categories such as &#x201C;inorganic ion transport and metabolism&#x201D; (431; 8.42%), &#x201C;energy production and conversion&#x201D; (384; 7.50%), &#x201C;carbohydrate transport and metabolism&#x201D; (368; 7.19%), and &#x201C;amino acid transport and metabolism&#x201D; (345; 6.74%). There were also gene associations with defense mechanisms (61; 1.19%) and a significant portion classified as having unknown functions (1,005; 19.64%) (<xref ref-type="fig" rid="fig1">Figure 1C</xref>).</p>
</sec>
<sec id="sec18">
<title>Phylogenetic analysis and genome similarity among representative <italic>Klebsiella</italic> species</title>
<p>To gain insights into the evolutionary placement of <italic>K. aerogenes</italic> CRKA317, a phylogenetic tree was generated using 16S rRNA gene sequences from 36 reference sequences of <italic>Klebsiella</italic> species available at NCBI.<xref ref-type="fn" rid="fn0026"><sup>26</sup></xref> Our findings indicated that CRKA317 was not closely related to <italic>K. aerogenes</italic> (<xref ref-type="fig" rid="fig2">Figure 2A</xref>). The use of 16S rRNA gene for species identification presents significant challenges in interpretation because of its hypervariable domains (<xref ref-type="bibr" rid="ref78">Koroiva and Santana, 2022</xref>). Nevertheless, this approach allowed for an assessment of its relationship in the broader context of the genus.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption><p><bold>(A)</bold> Phylogenetic tree based on 16S rRNA gene sequences, which shows the relationship between <italic>K. aerogenes</italic> CRKA317 and other. The number next to the node represents the age value, and the scale bar indicates 2.0 substitutions per nucleotide position. <bold>(B,C)</bold> display heat maps of average nucleotide identity (ANI, <bold>B</bold>) and <italic>in silico</italic> DNA&#x2013;DNA hybridization (DDH, <bold>C</bold>) respectively, which compare <italic>K. aerogenes</italic> CRKA317 to <italic>Klebsiella</italic> species. <bold>(D)</bold> Phylogenomic tree based on TYGS. The numbers above the branches represent GBDP pseudo-bootstrap support values &#x003E;60% of 100 replications, with an average branch support of 86.2%. The tree was rooted at the midpoint. Our strain is highlighted in pink.</p></caption>
<graphic xlink:href="fmicb-15-1352851-g002.tif"/>
</fig>
<p>Next, species validation and genomic similarity were assessed through <italic>in silico</italic> ANI, DDH and TYGS analysis. Our next step was a comparative analysis of 13 reference sequences of <italic>Klebsiella</italic> species, including 5 clinical isolates of <italic>Klebsiella</italic> spp. and our <italic>K. aerogenes</italic> CRKA317. ANI analysis revealed high similarity between <italic>K. aerogenes</italic> CRKA317 and <italic>K. aerogenes</italic> (Ka37751; GCA_007632255.1), with a close match of approximately 98.52% (<xref ref-type="fig" rid="fig2">Figure 2B</xref>). The genetic relatedness between these two strains was also confirmed with a DDH value of 88.90% (<xref ref-type="fig" rid="fig2">Figure 2C</xref>). The TYGS-based results showed that <italic>K. aerogenes</italic> CRKA317 is most closely related to <italic>K. aerogenes</italic> KCTC 2190, with dDDH values of 89%, also positioning CKA317 as a <italic>K. aerogenes</italic> (<xref ref-type="fig" rid="fig2">Figure 2D</xref>).</p>
</sec>
<sec id="sec19">
<title>Phylogenomic analysis of <italic>Klebsiella aerogenes</italic> strains</title>
<p>Next, we determined the genetic similarity between <italic>K. aerogenes</italic> CRKA317 and 26 genomes of <italic>K. aerogenes</italic> obtained from the NCBI database. Our findings indicated that our <italic>K. aerogenes</italic> CRKA317 strain is more closely related to <italic>K. aerogenes</italic> 57, <italic>K. aerogenes</italic> CAVI1320, and <italic>K. aerogenes</italic> EA46506, which are forming a monophyletic clade (<xref ref-type="fig" rid="fig3">Figure 3A</xref>). Although the isolation source for the closest strain (<italic>K. aerogenes</italic> 57) was not specified in the NCBI website, the other two strains were isolated from clinical samples (<xref ref-type="fig" rid="fig3">Figure 3B</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption><p>Phylogenomic analysis of <italic>K. aerogenes</italic> strains. <bold>(A)</bold> Phylogenetic tree showing the similarity between CRKA317 and other 26 selected strains of <italic>K. aerogenes</italic>. <bold>(B)</bold> Genome Assembly and Annotation report of <italic>K. aerogenes</italic> strains. Our strain is highlighted in pink.</p></caption>
<graphic xlink:href="fmicb-15-1352851-g003.tif"/>
</fig>
</sec>
<sec id="sec20">
<title>Comparative genomic analysis of four <italic>Klebsiella aerogenes</italic> strains</title>
<p>We also conducted a comparative analysis of the predicted gene numbers in three closely related strains of <italic>K. aerogenes</italic> with our <italic>K. aerogenes</italic> CRKA317. This allowed us to identify both common genes shared across these strains, as well as those that were unique to each individual strain. Our data showed the four <italic>K. aerogenes</italic> strains shared 4,242 genes, and <italic>K. aerogenes</italic> CRKA317 was found to contain 16 strain-specific gene clusters which were associated to metal ion transport including response to cadmium ion, and copper ion transport (<xref ref-type="fig" rid="fig4">Figure 4A</xref>). The <italic>K. aerogenes</italic> CRKA317 showed a higher number of singleton genes (<italic>n</italic>&#x2009;=&#x2009;574) compared to other <italic>K. aerogenes</italic> strains (<xref ref-type="fig" rid="fig4">Figure 4B</xref>), including genes associated with resistance such as <italic>bla</italic><sub>NDM-1</sub>, <italic>aad</italic>A/<italic>ant</italic>(3&#x201D;)-Ia, <italic>aph</italic>(3&#x2019;)-VI, and <italic>qnr</italic>S1.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption><p>Comparative genomic analysis. <bold>(A)</bold> Venn diagram and bar chart showing the numbers of unique and shared orthologous genes present in most closely related strains of <italic>K. aerogenes</italic>. <bold>(B)</bold> Number of proteins, clusters and singletons. <bold>(C)</bold> KEGG pathway classification in core, accessory and unique genomes. <bold>(D)</bold> Distribution of KEGG pathway classification.</p></caption>
<graphic xlink:href="fmicb-15-1352851-g004.tif"/>
</fig>
<p>The analysis of KEGG functional distributions in the 4 strains (<italic>K. aerogenes</italic> 57, <italic>K. aerogenes</italic> CAVI1320, and <italic>K. aerogenes</italic> EA46506) showed that the majority of genes were associated with the core genomes (94.16%; <italic>n</italic>&#x2009;=&#x2009;2,950), followed by unique genomes (3.16%; <italic>n</italic>&#x2009;=&#x2009;99), and accessory genomes (2.7%; <italic>n</italic>&#x2009;=&#x2009;84) (<xref ref-type="fig" rid="fig4">Figure 4C</xref>). The genes were associated mainly with &#x201C;metabolism&#x201D; and were highly abundant in the accessory genome (73.91%; <italic>n</italic>&#x2009;=&#x2009;62), followed by the core (69.29%; <italic>n</italic>&#x2009;=&#x2009;2047), and unique (59.59%, <italic>n</italic>&#x2009;=&#x2009;59) genomes (<xref ref-type="fig" rid="fig4">Figure 4C</xref>). Out of the total number of genes linked to human diseases (<italic>n</italic>&#x2009;=&#x2009;158), 12.3% were found in the unique gene clusters, while 7.14% were present in accessory gene clusters and 4.73% was assigned to core gene clusters (<xref ref-type="fig" rid="fig4">Figure 4C</xref>).</p>
<p>Analysis of the annotations for all core genes revealed that a majority were associated with &#x201C;carbohydrate metabolism&#x201D; (15.83%), &#x201C;overview&#x201D; (11.2%), and &#x201C;amino acid metabolism&#x201D; (10.68%). Within the unique genome, significant proportions of genes were identified as belonging to categories such as &#x201C;carbohydrate metabolism&#x201D; (22.22%), &#x201C;membrane transport&#x201D; (15.15%), and &#x201C;overview,&#x201D; &#x201C;infectious disease&#x201D; and &#x201C;replication and repair&#x201D; with similar values (7.07%). In the accessory genome, most genes were categorized as &#x201C;carbohydrate metabolism&#x201D; (30.95%), &#x201C;overview&#x201D; (11.9%) and &#x201C;membrane transport&#x201D; (10.7%) (<xref ref-type="fig" rid="fig4">Figure 4D</xref>). Notably, we observed the presence of genes related to &#x03B2;-lactam resistance (0.61%, <italic>n</italic>&#x2009;=&#x2009;18), vancomycin resistance (0.27%, <italic>n</italic>&#x2009;=&#x2009;8), and cationic antimicrobial peptide resistance (1.35%, <italic>n</italic>&#x2009;=&#x2009;40) within the core gene clusters specifically linked to drug resistance (<xref ref-type="fig" rid="fig4">Figure 4D</xref>).</p>
</sec>
<sec id="sec21">
<title>Resistome of <italic>Klebsiella aerogenes</italic> CRKA317</title>
<p>Resistome analysis using WGS revealed that <italic>K. aerogenes</italic> CRKA317 harbored dozens of antibiotic resistance-associated genes, including genes coding for &#x03B2;-lactamases (<italic>bla</italic><sub>OXA-9</sub>, <italic>bla</italic><sub>TEM-1</sub>, <italic>bla</italic><sub>NDM-1</sub>, <italic>bla</italic><sub>CTX-M-15</sub>, <italic>bla</italic><sub>AmpC-1</sub>, <italic>bla</italic><sub>AmpC-2</sub>); aminoglycoside-modifying enzymes [<italic>aac(6&#x2019;)-Ib</italic>, <italic>aadA/ant(3&#x201D;)-Ia</italic>, <italic>aph(3&#x2019;)-VI</italic>], a chloramphenicol acetyltransferase (<italic>catA-like</italic> chloramphenicol resistance), an erythromycin resistance methylase (<italic>ermC</italic>), a plasmid-mediated quinolone resistance protein (<italic>qnrS1</italic>), a sulfonamide resistance enzyme (<italic>sul-2</italic>), a glutathione transferase (<italic>fosA</italic>: fosfomycin resistance), PEtN transferases (<italic>eptA</italic> and <italic>eptB</italic>: resistance to peptide antibiotic), a glycosyltransferase (<italic>arnT</italic>: resistance to peptide antibiotic) (<xref ref-type="table" rid="tab2">Table 2</xref>). We also found the <italic>ble</italic><sub>MBL</sub> gene that encodes a bleomycin resistance protein (BRP). Although the majority of resistance genes identified through sequencing were consistent with those detected in whole genome sequencing (<xref ref-type="table" rid="tab1">Table 1</xref>), <italic>bla</italic><sub>KPC-2</sub> was only detected through Polymerase Chain Reaction-based amplification and sequencing, but not predicted from incomplete genomic sequence of <italic>K. aerogenes</italic> CRKA317.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption><p>Identification of the antibiotic resistance genes in the genome of <italic>K. aerogenes</italic> CRKA317.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Phenotypic antibiotic class</th>
<th align="left" valign="top">Phenotypic antibiotic resistance<break/>(Vitek 2)</th>
<th align="left" valign="top">Reference sequence (NCBI)</th>
<th align="left" valign="top">Putative resistance genes</th>
<th align="left" valign="top">Resistance gene/protein, mechanism function</th>
<th align="center" valign="top">Size (aa)</th>
<th align="center" valign="top">Coverage</th>
<th align="center" valign="top">aa identity (%)</th>
<th align="left" valign="top">Resistance gene characterization</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="6"><bold>&#x03B2;-lactam</bold></td>
<td align="left" valign="middle" rowspan="6">Ampicillin-sulbactam, Piperacillin-tazobactam, Cefuroxime sodium Cefuroxime axetil, Cefoxitin, Ceftazidime, Ceftriaxone, Cefepime, Ertapenem, Imipenem, Meropenem</td>
<td align="left" valign="middle">WP_282563773.1</td>
<td align="left" valign="middle"><italic>bla</italic><sub>OXA-9</sub></td>
<td align="left" valign="middle">Class D &#x03B2;-lactamase OXA</td>
<td align="center" valign="middle">284</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">CARD, ABRicate, ResFinder, Arg-Annot, KEGG, Prokka</td>
</tr>
<tr>
<td align="left" valign="middle">WP_000027057.1</td>
<td align="left" valign="middle"><italic>bla</italic><sub>TEM-1</sub></td>
<td align="left" valign="middle">Class A broad-spectrum &#x03B2;-lactamase TEM</td>
<td align="center" valign="middle">286</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">CARD, ABRicate, ResFinder, Arg-Annot, KEGG, Prokka</td>
</tr>
<tr>
<td align="left" valign="middle">WP_004201164.1</td>
<td align="left" valign="middle"><italic>bla</italic><sub>NDM-1</sub></td>
<td align="left" valign="middle">Class B broad-spectrum &#x03B2;-lactamases NDM</td>
<td align="center" valign="middle">270</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">CARD, ABRicate, ResFinder, Arg-Annot, KEGG, Prokka</td>
</tr>
<tr>
<td align="left" valign="middle">WP_000239590.1</td>
<td align="left" valign="middle"><italic>bla</italic><sub>CTX-M-15</sub></td>
<td align="left" valign="middle">Class A extended-spectrum &#x03B2;-lactamases CTX-M</td>
<td align="center" valign="middle">291</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">CARD, ABRicate, ResFinder, Arg-Annot, KEGG, Prokka</td>
</tr>
<tr>
<td align="left" valign="middle">KAA0468326.1</td>
<td align="left" valign="middle"><italic>bla</italic><sub>AmpC-1</sub></td>
<td align="left" valign="middle">Class C &#x03B2;-lactamase</td>
<td align="center" valign="middle">382</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">KEGG, Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle">OUE80029.1</td>
<td align="left" valign="middle"><italic>bla</italic><sub>AmpC-2</sub></td>
<td align="left" valign="middle">Class C &#x03B2;-lactamase</td>
<td align="center" valign="middle">386</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">KEGG, Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3"><bold>Aminoglycosides</bold></td>
<td align="left" valign="middle" rowspan="3">Amikacin</td>
<td align="left" valign="middle">WP_004152783.1</td>
<td align="left" valign="middle"><italic>aac(6&#x2019;)-Ib</italic></td>
<td align="left" valign="middle">Aminoglycoside 6&#x2019;<break/><italic>N</italic>-acetyltransferase</td>
<td align="center" valign="middle">201</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">CARD, ABRicate, ResFinder, Arg-Annot, KEGG, Prokka</td>
</tr>
<tr>
<td align="left" valign="middle">WP_247187715.1</td>
<td align="left" valign="middle"><italic>aadA/ANT(3&#x201D;)-Ia</italic></td>
<td align="left" valign="middle">Aminoglycoside nucleotidyltransferase</td>
<td align="center" valign="middle">262</td>
<td align="center" valign="middle">82.51</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">CARD, ABRicate, ResFinder, Arg-Annot, KEGG, Prokka</td>
</tr>
<tr>
<td align="left" valign="middle">WP_014386410.1</td>
<td align="left" valign="middle"><italic>aph(3&#x2019;)-VI</italic></td>
<td align="left" valign="middle">Aminoglycoside<break/>3&#x2019;-<italic>O</italic> Phosphotransferase enzymes</td>
<td align="center" valign="middle">259</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">CARD, ABRicate, ResFinder, Arg-Annot, KEGG, Prokka</td>
</tr>
<tr>
<td align="left" valign="middle"><bold>Quinolones</bold></td>
<td align="left" valign="middle">Ciprofloxacin</td>
<td align="left" valign="middle">WP_001516695.1</td>
<td align="left" valign="middle"><italic>qnrS1</italic></td>
<td align="left" valign="middle">Plasmid-mediated quinolone resistance</td>
<td align="center" valign="middle">218</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">CARD, ABRicate, ResFinder, Arg-Annot, KEGG, Prokka</td>
</tr>
<tr>
<td align="left" valign="middle"><bold>Sulfonamide</bold></td>
<td align="left" valign="middle">NT</td>
<td align="left" valign="middle">WP_011270145.1</td>
<td align="left" valign="middle"><italic>sul-2</italic></td>
<td align="left" valign="middle">Sulfonamide resistant dihydropteroate synthase</td>
<td align="center" valign="middle">283</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">CARD, ABRicate, ResFinder, Arg-Annot, KEGG, Prokka</td>
</tr>
<tr>
<td align="left" valign="middle"><bold>Fosfomycin</bold></td>
<td align="left" valign="middle">NT</td>
<td align="left" valign="middle">WP_015704268.1</td>
<td align="left" valign="middle"><italic>fosA</italic></td>
<td align="left" valign="middle">Glutathione S-transferase</td>
<td align="center" valign="middle">139</td>
<td align="center" valign="middle">90.6</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">CARD, ABRicate, ResFinder, Arg-Annot, KEGG, Prokka</td>
</tr>
<tr>
<td align="left" valign="middle"><bold>Macrolides</bold></td>
<td align="left" valign="middle">NT</td>
<td align="left" valign="middle">WP_107318659.1</td>
<td align="left" valign="middle"><italic>ermC</italic></td>
<td align="left" valign="middle">23S ribosomal RNA methyltransferase</td>
<td align="center" valign="middle">289</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">KEGG, Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle"><bold>Phenicol</bold></td>
<td align="left" valign="middle">NT</td>
<td align="left" valign="middle">WP_074165951.1</td>
<td align="left" valign="middle"><italic>catA-like</italic></td>
<td align="left" valign="middle">Chloramphenicol acetyltransferase</td>
<td align="center" valign="middle">221</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">KEGG, Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle"><bold>Bleomycin</bold></td>
<td align="left" valign="middle">NT</td>
<td align="left" valign="middle">WP_004201167.1</td>
<td align="left" valign="middle"><italic>bleMBL</italic></td>
<td align="left" valign="middle">Bleomycin binding protein</td>
<td align="center" valign="middle">121</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">CARD, Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3"><bold>Peptide antibiotic</bold></td>
<td align="left" valign="middle" rowspan="3">NT</td>
<td align="left" valign="middle">WP_015704802.1</td>
<td align="left" valign="middle"><italic>eptA</italic></td>
<td align="left" valign="middle">Phosphoethanolamine transferase</td>
<td align="center" valign="middle">547</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">KEGG, Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle">WP_047038023.1</td>
<td align="left" valign="middle"><italic>eptB</italic></td>
<td align="left" valign="middle">Phosphoethanolamine transferase</td>
<td align="center" valign="middle">563</td>
<td align="center" valign="middle">91.16</td>
<td align="center" valign="middle">98.08</td>
<td align="left" valign="middle">KEGG, Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle">WP_020077750.1</td>
<td align="left" valign="middle"><italic>arnT</italic></td>
<td align="left" valign="middle">Phosphoethanolamine transferase</td>
<td align="center" valign="middle">551</td>
<td align="center" valign="middle">89.47</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">KEGG, Prokka, BLAST</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>NT (not tested), susceptibility testing was not performed. The DNA fragments verified by sequencing corresponded to the genes identified in whole genome sequencing.</p>
</table-wrap-foot>
</table-wrap>
<p>A rich repertoire of genes related to efflux-mediated resistance was found in the genome of <italic>K. aerogenes</italic> CRKA317 (<xref ref-type="table" rid="tab3">Table 3</xref>), including an ATP-binding cassette (ABC) antibiotic efflux pumps (<italic>tolC</italic>), resistance-nodulation-cell division (RND)-type efflux pumps (<italic>oqxA</italic>, <italic>oqxB</italic>, <italic>acrA</italic>, <italic>acrB, acrD, HAE1</italic>, <italic>EefA, EefB</italic>, <italic>mdtA, mdtB</italic>), major facilitator superfamily membrane transport proteins (<italic>mdtH, KdeA</italic>, <italic>MFS-MMR-</italic>like), a multidrug and toxic compound extrusion transporter (MATE) (<italic>mdtK</italic>) and an outer membrane efflux protein (<italic>oprM</italic>). In addition, we have identified multiple MDR efflux pump acrAB transcriptional activators/regulators (<italic>marR</italic>, <italic>ramA</italic>, <italic>soxS</italic>), as well as genes that code for porin-associated proteins such as <italic>oprD</italic>, <italic>ompA</italic>, <italic>ompX</italic>, and <italic>ompW</italic>. The <italic>ramA</italic> and <italic>soxS</italic> genes were specifically associated with mobile genetic elements (<xref ref-type="fig" rid="fig5">Figure 5</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption><p>Identification of the genes encoding multidrug efflux, activators/regulators and outer membrane proteins genes in the genome of <italic>K. aerogenes</italic> CRKA317.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Type</th>
<th align="left" valign="top">Antibiotic resistance</th>
<th align="left" valign="top">Reference sequence (NCBI)</th>
<th align="left" valign="top">Putative resistance genes</th>
<th align="left" valign="top">Resistance gene/protein, mechanism function</th>
<th align="center" valign="top">Size (aa)</th>
<th align="center" valign="top">Coverage (%)</th>
<th align="center" valign="top">aa identity (%)</th>
<th align="left" valign="top">Resistance gene characterization</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="15"><bold>Multidrug Efflux</bold></td>
<td align="left" valign="middle" rowspan="2">Quinolones, Tigecycline</td>
<td align="left" valign="middle">WP_015367128.1</td>
<td align="left" valign="middle"><italic>oqxA</italic></td>
<td align="left" valign="middle">Multidrug efflux RND transporter periplasmic adaptor subunit A</td>
<td align="center" valign="middle">391</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">84.35</td>
<td align="left" valign="middle">CARD, ABRicate, ResFinder, Arg-Annot, KEGG, Prokka</td>
</tr>
<tr>
<td align="left" valign="middle">WP_047041493.1</td>
<td align="left" valign="middle"><italic>oqxB</italic></td>
<td align="left" valign="middle">Multidrug efflux RND transporter periplasmic adaptor subunit B</td>
<td align="center" valign="middle">1,050</td>
<td align="center" valign="middle">99.30</td>
<td align="center" valign="middle">88.25</td>
<td align="left" valign="middle">CARD, ABRicate, ResFinder, Arg-Annot, KEGG, Prokka</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Tetracycline, Glycylcycline, Penam, Cephalosporin, Phenicol, Rifamycin, Fluoroquinolone, Tigecycline, Disinfecting Agents and Antiseptics</td>
<td align="left" valign="middle">WP_047038885.1</td>
<td align="left" valign="middle"><italic>acrA</italic></td>
<td align="left" valign="middle">Multidrug efflux pump subunit A</td>
<td align="center" valign="middle">399</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">KEGG, Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle">WP_015367916.1</td>
<td align="left" valign="middle"><italic>acrB</italic></td>
<td align="left" valign="middle">Multidrug efflux pump subunit B</td>
<td align="center" valign="middle">1,048</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">KEGG, Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle">WP_032712139.1</td>
<td align="left" valign="middle"><italic>acrD</italic></td>
<td align="left" valign="middle">Multidrug efflux pump subunit D</td>
<td align="center" valign="middle">1,037</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">KEGG, Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle">Not totally known</td>
<td align="left" valign="middle">WP_047038579.1</td>
<td align="left" valign="middle"><italic>HAE1</italic> Family Pump</td>
<td align="left" valign="middle">Multidrug efflux RND transporter permease subunit</td>
<td align="center" valign="middle">1,035</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">BLAST</td>
</tr>
<tr>
<td align="left" valign="middle">Chloramphenicol, Norfloxacin, Acriflavine</td>
<td align="left" valign="middle">WP_015367543.1</td>
<td align="left" valign="middle"><italic>kdeA</italic></td>
<td align="left" valign="middle">MdfA family multidrug efflux MFS transporter</td>
<td align="center" valign="middle">410</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">BLAST</td>
</tr>
<tr>
<td align="left" valign="middle">Fluoroquinolone</td>
<td align="left" valign="middle">WP_015367204.1</td>
<td align="left" valign="middle"><italic>mdtH</italic></td>
<td align="left" valign="middle">Multidrug efflux MFS transporter</td>
<td align="center" valign="middle">402</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">KEGG, Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle">Aminocoumarin</td>
<td align="left" valign="middle">WP_045367110.1</td>
<td align="left" valign="middle"><italic>mdtA</italic></td>
<td align="left" valign="middle">MuxA family multidrug efflux RND transporter periplasmic adaptor subunit</td>
<td align="center" valign="middle">414</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">KEGG, Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle">Aminocoumarin</td>
<td align="left" valign="middle">WP_270843647.1</td>
<td align="left" valign="middle"><italic>mdtB</italic></td>
<td align="left" valign="middle">MuxB family multidrug efflux RND transporter periplasmic adaptor subunit</td>
<td align="center" valign="middle">1,040</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">99.90</td>
<td align="left" valign="middle">KEGG, Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle">Fluoroquinolone</td>
<td align="left" valign="middle">WP_015366890.1</td>
<td align="left" valign="middle"><italic>mdtK</italic></td>
<td align="left" valign="middle">MdtK family multidrug efflux MATE transporter</td>
<td align="center" valign="middle">457</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">KEGG, Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle">Aminoglycosides, erythromycin</td>
<td align="left" valign="middle">WP_063402362.1</td>
<td align="left" valign="middle"><italic>oprM</italic></td>
<td align="left" valign="middle">Outer membrane efflux protein OprM</td>
<td align="center" valign="middle">459</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">KEGG, Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle">Methylenomycin</td>
<td align="left" valign="middle">WP_047038952.1</td>
<td align="left" valign="middle"><italic>MFS-MMR-MDR-like</italic></td>
<td align="left" valign="middle">Methylenomycin A resistance protein</td>
<td align="center" valign="middle">475</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Chloramphenicol, Ciprofloxacin, Erythromycin, Tetracyclines</td>
<td align="left" valign="middle">EIX9084829.1</td>
<td align="left" valign="middle"><italic>eefA</italic></td>
<td align="left" valign="middle">Multidrug efflux RND transporter permease subunit A</td>
<td align="center" valign="middle">374</td>
<td align="center" valign="middle">99</td>
<td align="center" valign="middle">99.73</td>
<td align="left" valign="middle">BLAST</td>
</tr>
<tr>
<td align="left" valign="middle">WP_285197781.1</td>
<td align="left" valign="middle"><italic>eefB</italic></td>
<td align="left" valign="middle">Multidrug efflux RND transporter permease subunit B</td>
<td align="center" valign="middle">1,035</td>
<td align="center" valign="middle">99</td>
<td align="center" valign="middle">99.71</td>
<td align="left" valign="middle">BLAST</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2"><bold>Multidrug efflux activators and regulators</bold></td>
<td align="left" valign="middle">Tetracycline, Cephalosporin, Phenicol, Glycylcycline, Penam, Fluoroquinolone, Rifamycin, Monobactam, Cephamycin, Carbapenem</td>
<td align="left" valign="middle">WP_015368734.1</td>
<td align="left" valign="middle"><italic>soxS</italic></td>
<td align="left" valign="middle">Superoxide response transcriptional regulator</td>
<td align="center" valign="middle">109</td>
<td align="center" valign="middle">91</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">CARD, KEGG, Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle">Cyprofloxacin, Tetracycline</td>
<td align="left" valign="middle">WP_015366732.1</td>
<td align="left" valign="middle"><italic>marR&#x002A;</italic></td>
<td align="left" valign="middle">Multiple antibiotic resistance transcriptional regulator</td>
<td align="center" valign="middle">144</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">CARD, KEGG, Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="6"><bold>Outer membrane proteins</bold></td>
<td align="left" valign="middle">Carbapenems</td>
<td align="left" valign="middle">VAG14479.1</td>
<td align="left" valign="middle"><italic>oprD</italic></td>
<td align="left" valign="middle">Outer membrane porin D</td>
<td align="center" valign="middle">450</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">99.33</td>
<td align="left" valign="middle">Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle">Cephalosporin, Carbapenem, Penam, Monobactam, Cephamycin</td>
<td align="left" valign="middle">WP_042894578.1</td>
<td align="left" valign="middle"><italic>ompC</italic> (3 copies)</td>
<td align="left" valign="middle">Outer membrane protein OprC</td>
<td align="center" valign="middle">380</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">BLAST</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="4">Peptide antibiotic/ &#x03B2;-lactam</td>
<td align="left" valign="middle">WP_270843755.1</td>
<td align="left" valign="middle"><italic>ompA_C-like</italic></td>
<td align="left" valign="middle">Peptidoglycan binding domains similar to the C-terminal domain of outer-membrane protein OmpA</td>
<td align="center" valign="middle">560</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">BLAST</td>
</tr>
<tr>
<td align="left" valign="middle">WP_080473199.1</td>
<td align="left" valign="middle"><italic>ompA</italic></td>
<td align="left" valign="middle">Outer membrane protein A</td>
<td align="center" valign="middle">350</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle">WP_015367577.1</td>
<td align="left" valign="middle"><italic>ompX</italic></td>
<td align="left" valign="middle">Outer membrane protein X</td>
<td align="center" valign="middle">171</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">Prokka, BLAST</td>
</tr>
<tr>
<td align="left" valign="middle">WP_015705753.1</td>
<td align="left" valign="middle"><italic>ompW</italic></td>
<td align="left" valign="middle">Outer membrane protein W</td>
<td align="center" valign="middle">212</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">Prokka, BLAST</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><sup>&#x002A;</sup>Mutations found in genes may indicate the presence of antibiotic resistance.</p>
</table-wrap-foot>
</table-wrap>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption><p>Mobile genetic elements (MGEs) identified in <italic>K. aerogenes</italic> CRKA317. Schematic representation of MGEs identified. The orange line represents the DNA strand (contig 4), blue lines represent GIs and black lines (contig 12 and contigs 20 to 24) represent the ICEs. The colored arrows represent the following genes: dark green - conjugation of the ICEs (e.g., contig 12), purple &#x2013; resistance genes (e.g., contig 28), pink &#x2013; efflux pumps and their respective activators/regulators (e.g., contig 4). The red (contig 20) and light green triangles (contig 24) represent <italic>attL</italic> and <italic>attR</italic> sequences, respectively. The light blue circles represent insertion sequences (e.g., contig 40).</p></caption>
<graphic xlink:href="fmicb-15-1352851-g005.tif"/>
</fig>
<p><italic>Klebsiella aerogenes</italic> CRKA317 presented amino acid substitutions in marR (Ser3Asn), which may play a role in the development of quinolone resistance (<xref ref-type="bibr" rid="ref84">Maneewannakul and Levy, 1996</xref>). Additionally, we found more two novel mutations in marR (Val96Ile and Gly103Glu), and one novel mutation (Ala12Glu) in the transcription factor of the regulon, soxS (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S2</xref>).</p>
</sec>
<sec id="sec22">
<title>Genomic islands, mobile genetic elements, and prophage</title>
<p>We searched the <italic>K. aerogenes</italic> CRKA317 genome for the presence of GIs and Mobile Genetic Elements (MGEs). GIs are groups of genes within a bacterial genome that appear to have been obtained through horizontal gene transfer. We found 22 GIs in <italic>K. aerogenes</italic> CRKA317&#x2019;s genome, which contained both resistance genes and insertion sequences. It is noteworthy that these antimicrobial resistance genes (<italic>bla</italic><sub>OXA-9</sub>, <italic>bla</italic><sub>TEM-1</sub>, <italic>bla</italic><sub>NDM-1</sub>, <italic>ble</italic><sub>MBL</sub>, <italic>bla</italic><sub>CTX-M-15</sub>, <italic>aac(6&#x2019;)-Ib</italic>, <italic>aadA/ant(3&#x201D;)-Ia</italic>, <italic>aph(3&#x2019;)-VI</italic>, and <italic>qnrS1</italic>) were located within an island in the contigs of the <italic>K. aerogenes</italic> CRKA317 genome that did not align with the reference strain <italic>K. aerogenes</italic> 57 isolate (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S3</xref>). Furthermore, only one resistance gene (<italic>bla</italic><sub>AmpC</sub>) was identified in islands located within the aligned contigs with reference strain <italic>K. aerogenes</italic> 57.</p>
<p>MGEs consist of a broad array of genomic sequences, such as plasmids, prophages, pathogenicity islands, restriction and modification systems, transposons, and Insertion Sequences (ISs). Our analyses showed that the <italic>K. aerogenes</italic> CRKA317 genome contained eight families of ISs, two copies of putative integrative and conjugative elements (ICE) with type IV secretion system (T4SS), and eight prophage regions. ISs are mobile repetitive DNA sequences that have the capacity to replicate and relocate within a host genome, playing a role in genetic diversity and regulation of gene expression in prokaryotes (<xref ref-type="bibr" rid="ref127">Tempel et al., 2022</xref>). Our CRK317 strain contained two copies of MITEEc1 from the IS630 family, albeit only one copy carried genes such as <italic>MFS_MMR_MDR-like</italic>, <italic>acrR</italic>, <italic>acrA</italic>, and <italic>acrB</italic> (contig 4). The IS110 family presented one copy of IS4321/IS5075 and one copy of ISKpn25 harboring the <italic>aac(6&#x2019;)-Ib</italic>, <italic>aadA1</italic>, <italic>bla</italic><sub>OXA-9</sub>, and <italic>bla</italic><sub>TEM-1</sub> genes (contig 28). Contig 36 comprised the IS30 family harboring one copy of ISAba125, carrying <italic>bla</italic><sub>NDM-1</sub> and <italic>ble</italic><sub>MBL</sub> genes and the ISKra4 family presenting one copy of ISKpn19, <italic>aph(3&#x2019;)-VI</italic> and <italic>qnrS1</italic> genes. The ISEcp1 member of the IS1380 family presented the <italic>bla</italic><sub>CTX-M-15</sub> gene (contig 40) (<xref ref-type="fig" rid="fig5">Figure 5</xref>). The ISRaq1 member of the IS3 family, the ISR1 member of the IS1 family and the IS26 member of the IS6 family did not present any resistance genes.</p>
<p>ICEs are found in the bacterial host chromosome and play a significant role in spreading resistance genes which significantly contribute to the evolution of discrete bacterial strains (<xref ref-type="bibr" rid="ref11">Bean et al., 2022</xref>). Among the two putative ICEs containing a type IV secretion system (T4SS), contig 12 exhibited elements features of the ICE backbone, including a 16-base pair direct repeat <italic>attL</italic> sequence (5&#x2019;-AAGAAGGGGAGTCCTG-3&#x2019;); various integrases such as virB(s), rve, and phage integrases; T4SSs; T4CP; relaxases; and another 16-base pair direct repeat <italic>attrR</italic> sequence (5&#x2019;-AAGAAGGGGAGTCCTG-3&#x2019;). Additionally, contigs 20-24 contained similar components with a slight variation in the length of its direct repeats, 15 base pairs for both <italic>attL</italic> and <italic>attrR</italic> (<xref ref-type="table" rid="tab4">Table 4</xref>). We did not detect CRISPR or <italic>Cas</italic> genes in <italic>K. aerogenes</italic> CRKA317 genome.</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption><p>The genetic compositions of the MGEs predicted in <italic>K. aerogenes</italic> CKA317.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">MGE type</th>
<th align="center" valign="top">Family</th>
<th align="center" valign="top">Contig</th>
<th align="left" valign="top">Position in contig</th>
<th align="left" valign="top">ID</th>
<th align="center" valign="top">Accession number</th>
<th align="left" valign="top">Program</th>
<th align="left" valign="top">Near resistance genes</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="10"><bold>Insertion sequences</bold><break/><bold>(ISs)</bold></td>
<td align="center" valign="middle" rowspan="2">IS630</td>
<td align="center" valign="middle">4</td>
<td align="left" valign="middle">160705&#x2013;160827</td>
<td align="left" valign="middle">MITEEc1</td>
<td align="center" valign="middle">U00096</td>
<td align="left" valign="middle">TnCentral<break/>ISFinder</td>
<td align="left" valign="middle"><italic>ramA</italic><break/><italic>MFS_MMR_MDR-</italic>like<break/><italic>acrR</italic><break/><italic>acrA</italic><break/><italic>acrB</italic></td>
</tr>
<tr>
<td align="center" valign="middle">16</td>
<td align="left" valign="middle">75513&#x2013;75586</td>
<td align="left" valign="middle">MITEEc1</td>
<td align="center" valign="middle">U00096</td>
<td align="left" valign="middle">TnCentral<break/>ISFinder</td>
<td align="left" valign="middle">&#x2013;</td>
</tr>
<tr>
<td align="center" valign="middle">IS3</td>
<td align="center" valign="middle">10</td>
<td align="left" valign="middle">28955&#x2013;30017</td>
<td align="left" valign="middle">ISRaq1</td>
<td align="center" valign="middle">AY528232</td>
<td align="left" valign="middle">ISFinder</td>
<td align="left" valign="middle"><italic>&#x2013;</italic></td>
</tr>
<tr>
<td align="center" valign="middle" rowspan="2">IS110</td>
<td align="center" valign="middle" rowspan="2">28</td>
<td align="left" valign="middle">12855&#x2013;14181</td>
<td align="left" valign="middle">IS4321/IS5075</td>
<td align="center" valign="middle">AF457211</td>
<td align="left" valign="middle">TnCentral<break/>MGEFinder</td>
<td align="left" valign="middle" rowspan="2"><italic>aac(6&#x2019;)-Ib</italic><break/><italic>aadA1</italic><break/><italic>bla</italic><sub>OXA-9</sub><break/><italic>bla</italic><sub>TEM-1</sub></td>
</tr>
<tr>
<td align="left" valign="middle">22903&#x2013;31056</td>
<td align="left" valign="middle">ISKpn25</td>
<td align="center" valign="middle">NC_009650</td>
<td align="left" valign="middle">TnCentral<break/>MGEFinder</td>
</tr>
<tr>
<td align="center" valign="middle">IS1</td>
<td align="center" valign="middle">31</td>
<td align="left" valign="middle">2536&#x2013;3303</td>
<td align="left" valign="middle">IS1R</td>
<td align="center" valign="middle">J01730</td>
<td align="left" valign="middle">TnCentral<break/>ISFinder</td>
<td align="left" valign="middle">&#x2013;</td>
</tr>
<tr>
<td align="center" valign="middle">ISKra4</td>
<td align="center" valign="middle">36</td>
<td align="left" valign="middle">5725&#x2013;8575</td>
<td align="left" valign="middle">ISKpn19</td>
<td align="center" valign="middle">NC_010886</td>
<td align="left" valign="middle">ISFinder<break/>MGEFinder</td>
<td align="left" valign="middle"><italic>qnrS1</italic><break/><italic>aph(3&#x2019;)-VI</italic></td>
</tr>
<tr>
<td align="center" valign="middle">IS30</td>
<td align="center" valign="middle">36</td>
<td align="left" valign="middle">9800&#x2013;10723</td>
<td align="left" valign="middle">ISAba125</td>
<td align="center" valign="middle">AY751533</td>
<td align="left" valign="middle">TnCentral</td>
<td align="left" valign="middle"><italic>bla</italic><sub>NDM-1</sub><break/><italic>ble</italic><sub>MBL</sub></td>
</tr>
<tr>
<td align="center" valign="middle">IS1380</td>
<td align="center" valign="middle">40</td>
<td align="left" valign="middle">1317&#x2013;2972</td>
<td align="left" valign="middle">ISEcp1</td>
<td align="center" valign="middle">AJ242809</td>
<td align="left" valign="middle">TnCentral<break/>ISFinder<break/>MGEFinder</td>
<td align="left" valign="middle"><italic>bla</italic><sub>CTX-M-15</sub></td>
</tr>
<tr>
<td align="center" valign="middle">IS6</td>
<td align="center" valign="middle">48</td>
<td align="left" valign="middle">1&#x2013;820</td>
<td align="left" valign="middle">IS26</td>
<td align="center" valign="middle">X00011</td>
<td align="left" valign="middle">TnCentral<break/>ISFinder<break/>MGEFinder</td>
<td align="left" valign="middle">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2"><bold>Integrative and conjugative elements (ICEs)</bold></td>
<td align="center" valign="middle" rowspan="2">T4SS</td>
<td align="center" valign="middle">12</td>
<td align="left" valign="middle"><italic>attL</italic>: 3593829&#x2013;3593844<break/><italic>attR</italic>: 3716086&#x2013;3716101</td>
<td align="left" valign="middle">Putative ICE with T4SS</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="left" valign="middle">ICEFinder</td>
<td align="left" valign="middle">&#x2013;</td>
</tr>
<tr>
<td align="center" valign="middle">20&#x2013;24</td>
<td align="left" valign="middle"><italic>attL</italic>: 4500895&#x2013;4500909<break/><italic>attR</italic>: 4822781&#x2013;4822795</td>
<td align="left" valign="middle">Putative ICE with T4SS</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="left" valign="middle">ICEFinder</td>
<td align="left" valign="middle"><italic>sul-2</italic><break/><italic>sox</italic>S</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Among the eight prophage regions identified in CRK317, two were completely intact, four were incomplete, and two were classified as uncertain. Similarly, two other phages were observed in the fully intact regions: the first region (43.2&#x2009;kb in size with 50.3% CG content and 63 CDS) showed similarities to <italic>Salmonella</italic> phage SEN34 (NC_028699.1), while the second region (54.5 kb in size with 52.32% CG content and 54 CDS) exhibited similarities to <italic>Escherichia</italic> phage vB_EcoM_ECO1230-10 (NC_027995.1) (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S4</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec23">
<title>Discussion</title>
<p><italic>Klebsiella aerogenes</italic> is known as an opportunistic pathogen of patients admitted to the intensive care unit and is frequently associated with multidrug resistance (MDR) (<xref ref-type="bibr" rid="ref8">Azevedo et al., 2018</xref>). It has been detected in various hospital sources and is known for its ability to adapt to this setting. This study found that <italic>K. aerogenes</italic> was mainly detected in rectal swabs and urine samples, followed by tracheal aspirate, blood, and catheter tips. Previous studies have highlighted that <italic>K. aerogenes</italic> is commonly present in human specimens such as urinary, gastrointestinal, respiratory, blood, abscesses, and cutaneous samples (<xref ref-type="bibr" rid="ref39">Davin-Regli et al., 2019</xref>). Additionally, rectal swabs are employed for active surveillance of asymptomatic carriers. These findings are also consistent with prior studies demonstrating the presence of <italic>E. aerogenes</italic> in surveillance rectal swabs (<xref ref-type="bibr" rid="ref130">Vrioni et al., 2012</xref>). But the small number of <italic>K. aerogenes</italic> isolates is one of the major limitations of this study.</p>
<p>Our study found that all <italic>K. aerogenes</italic> isolates displayed some level of resistance to the &#x03B2;-lactams tested, including carbapenems, and 50% of <italic>K. aerogenes</italic> isolates exhibited a MDR profile (<xref ref-type="table" rid="tab1">Table 1</xref>). Carbapenems have traditionally been a preferred treatment for infections caused by MDR Gram-negative strains (<xref ref-type="bibr" rid="ref20">Bouza, 2021</xref>). Therefore, the emergence of carbapenem-resistant <italic>K. aerogenes</italic> strains present a new challenge in the treatment of these infections and pose a public health threat worldwide (<xref ref-type="bibr" rid="ref73">Kamio and Espinoza, 2022</xref>).</p>
<p>The presence of resistance genes was verified using polymerase chain reactions. Out of the 10 isolates, we discovered that two only contained the <italic>bla</italic><sub>KPC-2</sub> gene and three only contained the <italic>bla</italic><sub>NDM-1</sub> gene while, interestingly, five strains carried both the <italic>bla</italic><sub>KPC-2</sub> and <italic>bla</italic><sub>NDM-1</sub> genes. Previous studies have reported the presence of <italic>bla</italic><sub>KPC</sub> or <italic>bla</italic><sub>NDM</sub> genes in clinical <italic>K. aerogenes</italic> isolates from various countries (<xref ref-type="bibr" rid="ref103">Pulcrano et al., 2016</xref>; <xref ref-type="bibr" rid="ref47">Franoli&#x0107; et al., 2019</xref>; <xref ref-type="bibr" rid="ref81">Ma et al., 2020</xref>), including Brazil (<xref ref-type="bibr" rid="ref17">Bispo Beltr&#x00E3;o et al., 2020</xref>; <xref ref-type="bibr" rid="ref119">Soares et al., 2021</xref>). However, our literature review indicated that there has been only one study of <italic>K. aerogenes</italic> co-harboring both <italic>bla</italic><sub>KPC</sub> and <italic>bla</italic><sub>NDM</sub> genes, which was observed in China (<xref ref-type="bibr" rid="ref141">Zhang et al., 2017</xref>). Therefore, to the best of our knowledge, this is the first report describing clinical samples of <italic>K. aerogenes</italic> isolated from Brazil with simultaneous carriage of <italic>bla</italic><sub>KPC</sub> and <italic>bla</italic><sub>NDM</sub> genes. It is noteworthy that we found a significant number of <italic>K. aerogenes</italic> isolates exhibiting a <italic>bla</italic><sub>KPC-2</sub> or <italic>bla</italic><sub>NDM-1</sub> carbapenemase in addition to ESBLs genes, including members of the <italic>bla</italic><sub>CTX-M-1</sub>; <italic>bla</italic><sub>OXA1, 4, 30</sub>; <italic>bla</italic><sub>TEM</sub>; and <italic>bla</italic><sub>SHVvariants</sub>. Our findings are in line with studies that reported the concomitant presence of carbapenemase and ESBLs genes in <italic>K. aerogenes</italic> strains (<xref ref-type="bibr" rid="ref81">Ma et al., 2020</xref>; <xref ref-type="bibr" rid="ref97">Pan et al., 2021</xref>).</p>
<p>Although most of the CRKA strains were susceptible to aminoglycosides (gentamicin and/or amikacin), a high percentage of the isolates were found to contain the <italic>aph(3&#x2019;)-VI</italic> gene, a plasmid-encoded aminoglycoside phosphotransferase that confers resistance to amikacin. Studies have shown that <italic>Enterobacter aerogenes</italic> can carry both <italic>aph(3&#x2019;)-VI</italic> and <italic>bla</italic><sub>KPC</sub> (<xref ref-type="bibr" rid="ref46">Firmo et al., 2019</xref>), and also <italic>aph(3&#x2019;)-VI</italic> with <italic>bla</italic><sub>NDM</sub> (<xref ref-type="bibr" rid="ref29">Chen et al., 2015</xref>). However, to the best of our knowledge, this is the first report of <italic>Klebsiella aerogenes</italic> concomitant harboring <italic>aph(3&#x2019;)-VI</italic>, <italic>bla</italic><sub>KPC-2</sub>, and <italic>bla</italic><sub>NDM-1</sub> genes, as can be seen in the CRKA315 strain. Most of the CRKA isolates also harbored the <italic>aac(6&#x2019;)-Ib</italic> gene, responsible for encoding an aminoglycoside 6&#x2019;-N-acetyltransferase type Ib, which provides resistance to amikacin (<xref ref-type="bibr" rid="ref82">Machuca et al., 2016</xref>). Interestingly, amikacin susceptible isolates harboring the <italic>aac(6&#x2032;)-Ib</italic> gene have been reported in <italic>K. pneumoniae</italic> strains (<xref ref-type="bibr" rid="ref3">Almaghrabi et al., 2014</xref>; <xref ref-type="bibr" rid="ref58">Haldorsen et al., 2014</xref>; <xref ref-type="bibr" rid="ref48">Galani et al., 2019</xref>). Despite half of the CRKA strains being susceptible to ciprofloxacin, 80% of the isolates harbored the <italic>qnrS</italic> (<italic>qnrS1</italic> and/or <italic>S2</italic>) gene. The <italic>qnrS</italic> genes have been detected in a variety of microorganisms and environments, where they can be located in both the chromosome and in plasmids (<xref ref-type="bibr" rid="ref136">Xu et al., 2023</xref>). Studies have indicated an association between <italic>qnrS1</italic> and a Tn3-like-blaTEM-1-containing transposon, leading to enhanced recombination and insertion effectiveness (<xref ref-type="bibr" rid="ref52">Guan et al., 2013</xref>). The expression of the <italic>qnrS1</italic> gene is enhanced by quinolones, in contrast to certain other <italic>qnr</italic> genes (<xref ref-type="bibr" rid="ref88">Mon&#x00E1;rrez et al., 2018</xref>). <italic>QnrS2</italic>, associated with quinolone resistance which demonstrates a 92% similarity in amino acid composition with <italic>qnrS1</italic>, is frequently identified in IncQ, IncU, and ColE-type plasmids as part of a mobile insertion cassette element bracketing inverted repeats but lacking a transposase (<xref ref-type="bibr" rid="ref99">Pic&#x00E3;o et al., 2008</xref>; <xref ref-type="bibr" rid="ref9002">Han et al., 2012</xref>; <xref ref-type="bibr" rid="ref9001">Dobiasova et al., 2016</xref>; <xref ref-type="bibr" rid="ref9003">Wen et al., 2016</xref>). Notably, a newly identified surrounding genetic structure of <italic>qnrS2</italic> flanked by IS26 elements was observed in <italic>E. coli</italic> strains from China (<xref ref-type="bibr" rid="ref125">Tao et al., 2020</xref>). This finding highlights the important role of IS26 in facilitating the horizontal spread of quinolone resistance genes. Therefore, our data suggests that the variance in results between phenotyping and genotyping may be linked to the presence of multiple concurrent resistance mechanisms (<xref ref-type="bibr" rid="ref48">Galani et al., 2019</xref>). However, we should mention that the incomplete sequencing of <italic>K. aerogenes</italic> CRKA317 may undermine the confidence level of this speculation.</p>
<p>Efflux pumps are important membrane proteins that play a crucial role as defense mechanisms by actively exporting harmful substances, such as antibiotics, detergents, and heavy metals (<xref ref-type="bibr" rid="ref70">Jang, 2023</xref>). In our study, all of the isolates studied harbored <italic>acrA</italic>, encoding a subunit that functions as an adapter protein linked to AcrB, and TolC outer membrane channel proteins. Although we did not identify <italic>acrB</italic> in our analysis, together these proteins form the AcrAB-TolC stable efflux complex, known to contribute to multidrug resistance in nosocomial pathogens (<xref ref-type="bibr" rid="ref30">Chen et al., 2022</xref>). These genes have been identified in <italic>K. aerogenes</italic> clinical isolates and are responsible for expelling various compounds, including antimicrobial agents like quinolones, tetracyclines, and chloramphenicol (<xref ref-type="bibr" rid="ref102">Pradel and Pag&#x00E8;s, 2002</xref>; <xref ref-type="bibr" rid="ref85">Masi et al., 2007</xref>; <xref ref-type="bibr" rid="ref32">Chevalier et al., 2008</xref>). Although the expression levels of <italic>acrAB</italic> and <italic>tolC</italic> genes were not determined in our <italic>K. aerogenes</italic> isolates, it was observed that all strains carried both genes which might be involved in the development of MDR carbapenem-resistant profile of <italic>K. aerogenes</italic>. The <italic>mdtK</italic> gene encodes an efflux pump that has the ability to expel acriflavine, doxorubicin, norfloxacin, and dipeptides (<xref ref-type="bibr" rid="ref60">Hayashi et al., 2010</xref>; <xref ref-type="bibr" rid="ref5">Andersen et al., 2015</xref>). This gene was found in a majority of our CRKA strains. Previous studies have reported the presence of the <italic>mdtK</italic> gene in <italic>K. aerogenes</italic> isolated from river sediment (<xref ref-type="bibr" rid="ref66">Iyer et al., 2017</xref>).</p>
<p>WGS is a valuable tool for identifying and characterizing disease-associated bacteria in clinical settings. Thus, we conducted a comprehensive analysis of the entire genome of <italic>K. aerogenes</italic> CRKA317 to gain deeper insights into its genomic diversity, and methods of resistance.</p>
<p>The draft genome of <italic>K. aerogenes</italic> CRKA317 comprised of a single circular chromosome with a length similar to most <italic>K. aerogenes</italic> genomes in NCBI GenBank and harbored various essential genes for bacterial cellular processes. Additionally, the results of the RAST and eggNOG analyses showed that our <italic>K. aerogenes</italic> CRKA317 carried genes linked to drug resistance.</p>
<p>Next, we explored the phylogenetic affiliation of <italic>K. aerogenes</italic> CRKA317. The16S rRNA gene sequence analysis showed that the <italic>K. aerogenes</italic> CRKA317 was not closely related to <italic>K. aerogenes</italic> as a specie. Although, 16S rRNA gene is used extensively in bacterial phylogenetics, the limitations of using 16S rRNA gene relatedness to classify bacteria have been extensively documented (<xref ref-type="bibr" rid="ref106">Rossi-Tamisier et al., 2015</xref>; <xref ref-type="bibr" rid="ref128">Thorell et al., 2019</xref>; <xref ref-type="bibr" rid="ref118">Soares et al., 2023</xref>). Therefore, a combination of ANI, dDDH, and TYGS technologies were employed to determine the phylogenetic position of the <italic>K. aerogenes</italic> CRKA317, which predicted a close phylogenetic relationship with <italic>K. aerogenes</italic>.</p>
<p>In our investigation of the genetic relationship between <italic>K. aerogenes</italic> CRKA317 and another 26 <italic>K. aerogenes</italic> strains, we found three strains (<italic>K. aerogenes</italic> 57, <italic>K. aerogenes</italic> CAVI1320, and <italic>K. aerogenes</italic> EA46506) that were closely related to <italic>K. aerogenes</italic> CRKA317. When analyzing the distribution of shared gene families among four strains, we found that our <italic>K. aerogenes</italic> CRKA317 had the highest number of singleton genes compared to its closest three relatives. Some of these singleton genes were related to antibiotic resistance. Singleton genes are typically acquired through horizontal gene transfer (HGT) or mutations in pre-existing genes. These genes are often associated with specific metabolic pathways, virulence, antibiotic resistance mechanisms, or other environmental adaptations (<xref ref-type="bibr" rid="ref35">Costa et al., 2020</xref>). Furthermore, the KEGG pathway analysis revealed that most of the genes were in the core genome and were related to metabolic pathways. As the analyses were based on small number of <italic>K. aerogenes</italic>, we cautiously speculated that <italic>K. aerogenes</italic> might have genomic plasticity, that may contribute to antibiotic resistance and environmental adaptation.</p>
<p>Our comprehensive analysis of the <italic>K. aerogenes</italic> CRKA317 using WGS confirmed the correlation between the genotype and the phenotype to its antimicrobial resistance. Furthermore, our analysis found a large number of antibiotic resistance-associated genes such as porin and efflux pump-encoding genes giving resistance to both previously tested and untested antibiotics, suggesting a wide-ranging antibiotic resistance profile (<xref ref-type="table" rid="tab2">Tables 2</xref>, <xref ref-type="table" rid="tab3">3</xref>). AmpC &#x03B2;-lactamases are usually encoded within the chromosome or found as <italic>ampC</italic> genes on a plasmid. Our <italic>K. aerogenes</italic> CRKA317 harbored two copies of <italic>bla</italic><sub>AmpC</sub> gene. Several Gram-negative organisms, including <italic>E. aerogenes</italic>, <italic>Enterobacter cloacae</italic>, <italic>Serratia marcescens</italic>, <italic>Providencia stuartii</italic>, <italic>Pseudomonas aeruginosa</italic>, <italic>Hafnia alvei</italic>, and <italic>Morganella morganii</italic>, have presented <italic>AmpC</italic> in their genomes (<xref ref-type="bibr" rid="ref67">Jacoby, 2009</xref>; <xref ref-type="bibr" rid="ref49">Ghanavati et al., 2018</xref>; <xref ref-type="bibr" rid="ref124">Tamma et al., 2019</xref>). This enzyme provides resistance against aminopenicillins, cephalosporins, oxyimino-cephalosporins (e.g., ceftriaxone, cefotaxime, and ceftazidime), cephamycins (e.g., cefoxitin and cefotetan), and monobactams (aztreonam) (<xref ref-type="bibr" rid="ref67">Jacoby, 2009</xref>). The gene <italic>sul-2</italic> implicated in sulphonamide resistance due to inducing high levels of dihydropteroate synthase was found in our strain (<xref ref-type="bibr" rid="ref126">Teichmann et al., 2014</xref>). This gene has been widely studied and its association with sulfamethoxazole resistance has been demonstrated in numerous studies worldwide (<xref ref-type="bibr" rid="ref126">Teichmann et al., 2014</xref>; <xref ref-type="bibr" rid="ref112">Shin et al., 2015</xref>), including in an <italic>E. aerogenes</italic> from Brazil (<xref ref-type="bibr" rid="ref51">Grazziotin et al., 2016</xref>). The <italic>K. aerogenes</italic> CRKA317 contained the <italic>fosA</italic> gene, which is commonly found in the genomes of <italic>K. pneumoniae</italic>, <italic>K. oxytoca</italic>, <italic>E. cloacae</italic>, <italic>E. aerogenes</italic>, <italic>S. marcescens</italic>, <italic>M. morganii</italic>, <italic>P. stuartii</italic>, and <italic>P. aeruginosa</italic>. All these species haboring <italic>fosA</italic> gene presented intrinsic resistance or reduced susceptibility to fosfomycin (<xref ref-type="bibr" rid="ref65">Ito et al., 2017</xref>). The <italic>ermC</italic> gene, known for its role in conferring erythromycin resistance in <italic>S. aureus</italic> and other <italic>Staphylococci</italic> (<xref ref-type="bibr" rid="ref69">Jamrozy et al., 2017</xref>) was also detected in the <italic>K. aerogenes</italic> CRKA317. The <italic>K. aerogenes</italic> CRKA317 also contained the <italic>catA-like</italic> gene, responsible for producing a chloramphenicol acetyltransferase that catalyzes chloramphenicol (<xref ref-type="bibr" rid="ref63">Huang et al., 2017</xref>). This gene is commonly present on transposons and plasmids, and it is widespread among a range of organisms such as <italic>Acinetobacter</italic> spp., <italic>Bacillus methylotrophicus</italic> and <italic>Chryseobacterium indologenes</italic> (<xref ref-type="bibr" rid="ref94">Obayiuwana and Ibekwe, 2020</xref>; <xref ref-type="bibr" rid="ref38">Damas et al., 2022</xref>).</p>
<p>We also detected three alterations in amino acids in marA in our <italic>K. aerogenes</italic> CRKA317 (Ser3Asn, Val96Ile, Gly103Glu) and one in soxS (Ala2Glu). These findings partially corroborate the results of <xref ref-type="bibr" rid="ref84">Maneewannakul and Levy (1996)</xref>, where they identified three mutations in marA (Ser3Asn, Val96Glu, Gly103Ser) leading to resistance to fluoroquinolones in <italic>E. coli</italic>. Moreover, <xref ref-type="bibr" rid="ref4">Aly et al. (2015)</xref> demonstrated that a mutation in soxS (Ala12Ser) contributed to resistance against ciprofloxacin, enrofloxacin, chloramphenicol, and doxycycline in <italic>E. coli</italic> strains. We suggest these same mechanisms gave rise to antimicrobial resistance in our <italic>K. aerogenes</italic> CRKA317 due to the similar mutations noted.</p>
<p>Additionally, our <italic>K. aerogenes</italic> CRKA317 presented several MGEs harboring resistance genes (<xref ref-type="table" rid="tab4">Table 4</xref>). MGEs are important tools for acquiring resistance genes through horizontal gene transfer. ISs, for example, are transposable DNA segments that have been previously linked to resistance genes and can be transferred horizontally by plasmids or by bacteriophages (<xref ref-type="bibr" rid="ref115">Siguier et al., 2014</xref>). The <italic>bla</italic><sub>OXA-9</sub>, <italic>bla</italic><sub>TEM-1</sub> genes encoding for resistance to &#x03B2;-lactams, and <italic>aac(6&#x2019;)-Ib</italic>, <italic>aadA1</italic> encoding resistance aminoglycosides were related to an IS110 family transposase (IS4321/IS5075 and ISKpn25 insertion elements). These findings are partially supported by previous studies that have shown ESBL-encoding genes (<italic>bla</italic><sub>TEM-1B</sub>) and genes related to aminoglycoside resistance (<italic>aph-Id</italic>, <italic>aph-Ib</italic>) are located near to an IS5075 insert in <italic>K. pneumoniae</italic> (<xref ref-type="bibr" rid="ref96">Pajand et al., 2023</xref>). The <italic>bla</italic><sub>CTX-M-15</sub> gene was in close proximity to ISEcp1, which is a member of the IS1380 family (<xref ref-type="bibr" rid="ref100">Poirel et al., 2008</xref>), and has been identified as one of several elements responsible for facilitating the transfer of <italic>bla</italic><sub>CTX-M</sub> genes across various species of <italic>Enterobacteriaceae</italic> (<xref ref-type="bibr" rid="ref110">Shawa et al., 2021</xref>; <xref ref-type="bibr" rid="ref131">Wang et al., 2023</xref>). The <italic>bla</italic><sub>NDM-1</sub> and <italic>ble</italic><sub>MBL</sub> genes (a class B3 &#x03B2;-lactamases with carbapenemase activity) were close to the insertion sequence <italic>ISA</italic>ba125 (<italic>IS</italic>30 family). Studies have proposed that the <italic>ISA</italic>ba125&#x2013;<italic>ble</italic><sub>NDM</sub> combination occurred initially in <italic>Acinetobacter</italic> spp. and later transferred to other Gram-negative bacteria (<xref ref-type="bibr" rid="ref24">Castanheira et al., 2023</xref>). Additionally, the <italic>ISA</italic>ba125&#x2013;<italic>bla</italic><sub>NDM-1</sub>&#x2013;<italic>ble</italic><sub>MBL</sub> combination has been found in a structure referred to as NDM-GE-U.S, first observed in a <italic>K. pneumoniae</italic> strain from the United States and subsequently detected in various strains worldwide (<xref ref-type="bibr" rid="ref64">Hudson et al., 2014</xref>; <xref ref-type="bibr" rid="ref98">Peirano et al., 2018</xref>).</p>
<p>The <italic>qnrS1</italic> the <italic>aph(3&#x201D;)-VI</italic> genes, were found in close proximity to the I<italic>SK</italic>pn19 insertion sequence of the <italic>ISK</italic>ra4 family in our isolate. Studies have shown that <italic>qnrS1</italic> gene, which confers resistance to ciprofloxacin, is related to <italic>ISK</italic>pn19 in various bacteria, such as <italic>Leclercia adecarboxylata</italic>, <italic>Salmonella corvallis; K. pneumoniae</italic>, <italic>E. coli</italic>, and <italic>S. marcescens</italic> (<xref ref-type="bibr" rid="ref135">Xu et al., 2020</xref>; <xref ref-type="bibr" rid="ref31">Chen et al., 2023</xref>; <xref ref-type="bibr" rid="ref108">Sano et al., 2023</xref>; <xref ref-type="bibr" rid="ref142">Zheng et al., 2024</xref>). The <italic>aph(3&#x201D;)-VI</italic> gene, responsible for amikacin modification, was not found to be flanked by the I<italic>SK</italic>pn19 insertion sequence in our literature review. It is worth noting that <italic>K. aerogenes</italic> CRKA317 presents a large number of singleton genes, including <italic>bla</italic><sub>NDM-1</sub>, <italic>aadA/ant(3&#x201D;)-Ia</italic>, <italic>aph(3&#x2019;)-VI</italic>, and <italic>qnrS1</italic> and its presence indicates the variability and diversity within the genome of our strain. It is possible that these genes were obtained from other lineages through horizontal gene transfer, leading to the development of new functions, such as resistance to antibiotics. This assumption can be reinforced by the presence of a genomic island that carries most of the resistance genes (<italic>bla</italic><sub>OXA-9</sub>, <italic>bla</italic><sub>TEM-1</sub>, <italic>bla</italic><sub>NDM-1</sub>, <italic>ble</italic><sub>MBL</sub>, <italic>bla</italic><sub>CTX-M-15</sub>, <italic>aac(6&#x2019;)-Ib</italic>, <italic>aadA/ant(3&#x201D;)-Ia</italic>, <italic>aph(3&#x2019;)-VI</italic>, and <italic>qnrS1</italic>) found in our genome. Genomic islands are distinct regions in the bacterial genome with genes related to each other and often associated with specific functions. These islands are often acquired through horizontal gene transfer events and are associated with the widespread distribution of antimicrobial resistance factors among bacteria (<xref ref-type="bibr" rid="ref72">Juhas et al., 2009</xref>). The composition of genomic islands is conducive to the acquisition of new antibiotic resistance genes, as they include several MGEs, which facilitate the incorporation of new genes, but also their own transfer, for example, using tRNA genes as recombination sites into the chromosome (<xref ref-type="bibr" rid="ref37">da Silva Filho et al., 2018</xref>).</p>
<p>Our <italic>K. aerogenes</italic> CRKA317 displayed many genes of interested linked to antibiotic resistance (<xref ref-type="table" rid="tab3">Table 3</xref>). The <italic>ramA</italic>, <italic>acrR</italic>, <italic>acrA</italic> and <italic>acrB</italic> genes, and <italic>MFS_MMR_MDR-like</italic> gene were found to be associated with MITEEc. MITEEc belongs to the IS630 family and was found in an extensively drug-resistant (XDR) <italic>Escherichia coli</italic> isolate (<xref ref-type="bibr" rid="ref68">Jain et al., 2021</xref>). <italic>RamA</italic> belongs to the AraC/XylS protein family and shows a close association with the marA and soxS proteins (<xref ref-type="bibr" rid="ref104">Rosenblum et al., 2011</xref>). Elevated expression of <italic>ramA</italic> is associated with the activation of the acrAB efflux pump, which confers multidrug resistance in various bacterial species such as <italic>E. aerogenes</italic>, <italic>K. pneumoniae</italic>, and <italic>E. cloacae</italic> (<xref ref-type="bibr" rid="ref33">Chollet et al., 2004</xref>; <xref ref-type="bibr" rid="ref76">Keeney et al., 2007</xref>; <xref ref-type="bibr" rid="ref107">Ruzin et al., 2008</xref>). The <italic>acrR</italic> gene regulates the multidrug efflux pump AcrAB-TolC (<xref ref-type="bibr" rid="ref122">Subhadra et al., 2018</xref>). The <italic>MFS_MMR_MDR-like</italic> gene is linked to methylenomycin resistance, and the antibiotic Methylenomycin A is produced naturally by <italic>Streptomyces coelicolor</italic> A3, a model organism for streptomycetes (<xref ref-type="bibr" rid="ref12">Bentley et al., 2002</xref>; <xref ref-type="bibr" rid="ref21">Bowyer et al., 2017</xref>). The <italic>acrAB-tolC</italic> system where the acrAB fusion protein, members of the RND-type efflux family, function with another antibiotic efflux pump, <italic>tolC</italic>, to pump out various compounds such as SDS, novobiocin, deoxycholate, aminoglycosides, and dianionic &#x03B2;-lactams including carbenicillin, oxacillin, nafcillin, and aztreonam (<xref ref-type="bibr" rid="ref53">Gu&#x00E9;rin et al., 2023</xref>). We also found many other RND antibiotic efflux pumps, the first pair being <italic>eefA</italic> and <italic>eefB</italic> which are part of the <italic>eefABC</italic> locus known to encode a tripartite efflux pump that gives rise to resistance to erythromycin and other antibiotics in <italic>E. aerogenes</italic> (<xref ref-type="bibr" rid="ref102">Pradel and Pag&#x00E8;s, 2002</xref>; <xref ref-type="bibr" rid="ref85">Masi et al., 2007</xref>). The <italic>oqxA</italic> and <italic>oqxB</italic> operon has also been described to increase antibiotic resistance in <italic>E. aerogenes</italic>, this time to quinolones as they combine to make the oqxAB efflux pump (<xref ref-type="bibr" rid="ref133">Wong et al., 2015</xref>; <xref ref-type="bibr" rid="ref89">Moosavian et al., 2021</xref>). The HAE1 family, also contained in our isolate, contains large number of identified RND transporters (<xref ref-type="bibr" rid="ref92">Nikaido, 2018</xref>). These pumps are commonly found in Gram-negative bacteria, typically existing as trimers, and are involved in the transportation of drugs and other hydrophobic substances (<xref ref-type="bibr" rid="ref92">Nikaido, 2018</xref>). In addition, we found members of the acrB/acrD/acrF family, specifically <italic>acrD</italic>, <italic>mdtA</italic> and <italic>mdtB</italic>. The <italic>mdt</italic>ABC operon is transcriptionally activated by <italic>baeR</italic> and leads to the formation of the mdtABC tripartite complex, which provides resistance to novobiocin and deoxycholate in <italic>E. coli</italic> (<xref ref-type="bibr" rid="ref91">Nagakubo et al., 2002</xref>). Related to this complex, it was found <italic>mdtH</italic> and <italic>mdtK</italic> both of which give rise to proteins that function has multidrug efflux pumps that contribute to resistance against quinolone antibiotics such as norfloxacin and enoxacin in <italic>E. coli</italic> strains (<xref ref-type="bibr" rid="ref93">Nishino and Yamaguchi, 2001</xref>; <xref ref-type="bibr" rid="ref138">Yu et al., 2020</xref>). The final RND antibiotic efflux pump sequenced in our isolate is <italic>oprM</italic> which is part of MexX-MexY-OprM efflux systems that mediate intrinsic antibiotic resistance to aminoglycosides and erythromycin in bacteria such as <italic>P. aeruginosa</italic> (<xref ref-type="bibr" rid="ref132">Wong et al., 2001</xref>), <italic>Brevundimonas brasiliensis</italic> sp. nov and <italic>Burkholderia vietnamiensis</italic> (<xref ref-type="bibr" rid="ref113">Shinoy et al., 2013</xref>; <xref ref-type="bibr" rid="ref118">Soares et al., 2023</xref>).</p>
<p>We also found putative ICE with T4SS just harboring <italic>sul-2</italic> gene, encoding for resistance to sulfonamide, and <italic>sox</italic> gene, a key component of a central regulatory system present in all <italic>Enterobacteriaceae</italic>, which detects and reacts to internal chemical stressors like antibiotics (<xref ref-type="bibr" rid="ref34">Chubiz, 2023</xref>). ICEs are mobile elements integrated into the chromosomes that can be excised and transferred horizontally to other bacteria and, therefore, have been associated with antimicrobial resistance genes (<xref ref-type="bibr" rid="ref71">Johnson and Grossman, 2015</xref>). Despite this, due to the finding of only one resistance gene in the ICEs studied here (<italic>sul-2</italic>), we can assume that this structure is not the main source of resistance gene acquisition in <italic>K. aerogenes</italic> CRKA317.</p>
<p>Genes associated with porins were the second category identified in our isolate (<xref ref-type="table" rid="tab3">Table 3</xref>). Porins belong to a category of transmembrane proteins called omps, which form small channels in the membrane and facilitate the passive movement of hydrophilic compounds. They regulate cellular permeability and can either enhance or reduce resistance to antibiotics. In our strain, we specifically found the outer membrane protein encoding genes <italic>oprD, ompC, ompA, ompX</italic> and <italic>ompW</italic> which have been found to have clinical significance. For instance, a reduction or absence of OmpC in clinical <italic>E. aerogenes</italic> isolates has been linked to a slight increase in imipenem MIC (<xref ref-type="bibr" rid="ref79">Lavigne et al., 2012</xref>). Meanwhile, overexpressing ompX in <italic>E. aerogenes</italic> results in elevated resistance to &#x03B2;-lactam antibiotics, possibly due to significant reduction in the Omp36 porin (<xref ref-type="bibr" rid="ref61">Hejair et al., 2017</xref>). <italic>Omp</italic>W expression in <italic>A. baumannii</italic> isolates was found to increase when exposed to ciprofloxacin and decrease when exposed to imipenem (<xref ref-type="bibr" rid="ref57">Gurpinar et al., 2022</xref>). Conversely, <italic>A. baumannii</italic> strains with mutations in ompA exhibited reduced permeability for cephalothin/cephaloridine and lower minimum inhibitory concentrations for a range of antibiotics including imipenem, colistin, meropenem, chloramphenicol, aztreonam, and nalidixic acid (<xref ref-type="bibr" rid="ref117">Smani et al., 2014</xref>; <xref ref-type="bibr" rid="ref129">Tsai et al., 2020</xref>). Finally, in <italic>P. aeruginosa</italic>, the porin oprD plays a significant role in the uptake of basic amino acids and carbapenems (<xref ref-type="bibr" rid="ref132">Wong et al., 2001</xref>).</p>
<p>Other genes of interest included: a superoxide response transcriptional regulator (<italic>soxS</italic>), a multiple antibiotic resistance transcriptional regulator (<italic>marA</italic>), and a major facilitator superfamily member (<italic>kdeA</italic>),</p>
<p>Prophages play a role in the survival mechanisms of their hosts and contribute to the enhancement of genetic diversity within the host genome (<xref ref-type="bibr" rid="ref77">Kondo et al., 2021</xref>). In our study, we found two intact regions which were associated with the presence of a prophage highly similar to the <italic>Salmonella</italic> phage SEN34 (National Center for Biotechnology Information reference sequence NC_028699.1), and <italic>Escherichia</italic> phage vB_EcoM_ECO1230-10 (NC_027995.1). Prophage regions of <italic>Salmonella</italic> phage SEN34 (NC_028699.1) has been identified in <italic>Salmonella salamae</italic> (<xref ref-type="bibr" rid="ref62">Hounmanou et al., 2022</xref>), and <italic>Salmonella enterica</italic> serovar Paratyphi B (<xref ref-type="bibr" rid="ref26">Castellanos et al., 2020</xref>) and have been linked to drug resistance.</p>
<p>There are limitations to our study that need to be acknowledged. We encountered difficulties in assembling complete plasmid sequences, primarily due to the short reads generated by high-throughput sequencer. This can result in antimicrobial resistance genes being located on incomplete contigs, leading to uncertainty about whether they are situated on a plasmid or within the chromosome (<xref ref-type="bibr" rid="ref95">Orlek et al., 2017</xref>; <xref ref-type="bibr" rid="ref13">Berbers et al., 2020</xref>). Nonetheless, it is important to highlight those studies conducted in China have shown that clinical isolates of carbapenem-resistant <italic>K. aerogenes</italic> carried <italic>bla</italic><sub>NDM-1</sub> gene on plasmids of the IncFIIAs type. In another study, <xref ref-type="bibr" rid="ref111">Shen et al. (2019)</xref> identified a plasmid (p1564) containing genes for plasmid replication (<italic>Inc</italic>A/C <italic>rep</italic>A), antibiotic resistance (<italic>bla</italic><sub>NDM-1</sub>, <italic>rmtC</italic>, <italic>aacA4</italic>, <italic>ble</italic><sub>MBL</sub>, <italic>bla</italic><sub>CMY-6</sub> and <italic>sul-1</italic>), and conjugation (<italic>tra</italic> clusters). In <italic>K. aerogenes</italic>, there is still no consensus on the location of the <italic>bla</italic><sub>KPC-2</sub> gene in the plasmid, the transposon variants capable of carrying this gene, and which incompatibility (Inc) groups carry the <italic>bla</italic><sub>KPC</sub> gene (<xref ref-type="bibr" rid="ref17">Bispo Beltr&#x00E3;o et al., 2020</xref>). However, a study conducted by <xref ref-type="bibr" rid="ref17">Bispo Beltr&#x00E3;o et al. (2020)</xref> in Brazil has described a non-Tn4401 element (NTEKPC-IId) that carries the <italic>bla</italic><sub>KPC-2</sub> and <italic>aph(3&#x2019;)-VII</italic> genes in <italic>Inc</italic>Q1 plasmids in <italic>K. aerogenes</italic>. To date, the <italic>Inc</italic>Q1 <italic>bla</italic><sub>KPC-2</sub>-positive plasmids have been found in different strains such as <italic>E. coli</italic>, <italic>K. pneumoniae</italic> of CG258, <italic>Klebsiella quasipneumoniae</italic>, and <italic>P. aeruginosa</italic> (<xref ref-type="bibr" rid="ref41">de Oliveira Santos et al., 2018</xref>).</p>
<p>Although <italic>K. aerogens</italic> has not been reported to carry the plasmids found in our sequencing study, it is important to note genes such as <italic>bla</italic><sub>KPC</sub> and <italic>bla</italic><sub>NDM</sub> are commonly associated with the plasmid fragments found in <italic>K. aerogenes</italic> CRKA317. <xref ref-type="bibr" rid="ref123">Takei et al. (2022)</xref> found nine isolates of <italic>K. pneumoniae</italic> carrying <italic>bla</italic><sub>NDM-1</sub> and <italic>bla</italic><sub>CTX-M-15</sub> on the IncFIB (pQil) plasmid and another five isolates carrying <italic>bla</italic><sub>NDM-1</sub> on the IncC plasmid. Similar data were also observed in the results of <xref ref-type="bibr" rid="ref140">Zeng et al. (2022)</xref>, who identified the <italic>bla</italic><sub>NDM-1</sub> gene in IncC plasmids from 21 <italic>K. pneumoniae</italic> isolates. Finally, the fragmented INCFIIK plasmid observed in our genome has already been noted to carry genes such as <italic>bla</italic><sub>KPC-2</sub>, <italic>bla</italic><sub>CTX-M-15</sub>, <italic>bla</italic><sub>TEM-1</sub> and, less commonly, <italic>bla</italic><sub>NDM-1</sub> (<xref ref-type="bibr" rid="ref28">Chen et al., 2013</xref>; <xref ref-type="bibr" rid="ref16">Bi et al., 2018</xref>). This suggests an emerging mechanism, using Inc. groups, that plays a role in the dissemination of carbapenem resistance in clinically important bacteria.</p>
<p>In conclusion, our current research has uncovered a concerning scenario involving <italic>K. aerogenes</italic> demonstrating resistance to commonly utilized drugs for treating infections, including those considered as last-resort options for life-threatening infections in ICU patients. Moreover, the presence of mobile genetic elements highlights the alarming potential for the transmission of various resistance genes such as <italic>bla</italic><sub>NDM-1</sub> and <italic>bla</italic><sub>KPC-2</sub> within hospital settings to susceptible populations. This scenario poses significant challenges for managing infectious diseases and underscores the necessity of early detection of such genetic features or mutations.</p>
<p>Our study did not involve human genetic material or biological samples. The strains were obtained from the collection of the Central Laboratory of Public Health, a leading diagnostic center in Tocantins, Brazil. This was a retrospective study and epidemiological data were obtained from a database at LACEN-TO in accordance with Resolution 466/12 of the National Health Council (<xref ref-type="bibr" rid="ref1000">Conselho Nacional de Sa&#x00FA;de/Minist&#x00E9;rio da Sa&#x00FA;de, 2012</xref>). Informed consent was not required as per Resolution 466/12 regarding research involving humans by the National Health Council. The study received approval from the Committee of Ethics in Human Research at the Federal University of S&#x00E3;o Carlos (no. 1.088.936), and permissions to conduct it were obtained from the State Department of Health in Tocantins and LACEN/TO.</p>
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<sec sec-type="data-availability" id="sec24">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="sec" rid="sec29">Supplementary material</xref>.</p>
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<sec sec-type="ethics-statement" id="sec25">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Committee of Ethics in Human Research at the Federal University of S&#x00E3;o Carlos (no. 1.088.936). The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation was not required from the participants or the participants&#x2019; legal guardians/next of kin in accordance with the national legislation and institutional requirements.</p>
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<sec sec-type="author-contributions" id="sec26">
<title>Author contributions</title>
<p>SR: Formal analysis, Investigation, Methodology, Writing &#x2013; review &#x0026; editing. GN: Formal analysis, Investigation, Methodology, Writing &#x2013; review &#x0026; editing. GS: Formal analysis, Investigation, Methodology, Writing &#x2013; review &#x0026; editing. MD: Formal analysis, Investigation, Methodology, Writing &#x2013; review &#x0026; editing. RF: Formal analysis, Investigation, Methodology, Writing &#x2013; review &#x0026; editing. PL: Formal analysis, Investigation, Methodology, Writing &#x2013; review &#x0026; editing. RS: Formal analysis, Methodology, Writing &#x2013; review &#x0026; editing. LC: Methodology, Writing &#x2013; review &#x0026; editing. AC: Formal analysis, Writing &#x2013; review &#x0026; editing. IM: Visualization, Writing &#x2013; review &#x0026; editing. AC: Visualization, Writing &#x2013; review &#x0026; editing. M-CP: Conceptualization, Funding acquisition, Project administration, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec27">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was supported by the Funda&#x00E7;&#x00E3;o de Amparo &#x00E0; Pesquisa do Estado de S&#x00E3;o Paulo-Brazil (FAPESP grant 2022/16872-6, 2020/11964-4, 2024/00886-3 to M-CP; and FAPESP grant 2022/01223-2, 2018/20697-0 to AC). This study was partially financed by the Funda&#x00E7;&#x00E3;o de Amparo &#x00E0; Pesquisa do Estado de S&#x00E3;o Paulo-Brazil (FAPESP) as a fellowship to SR. (FAPESP fellowship 2022/12429-0), GN (FAPESP fellowship 2023/08917-2), GS (FAPESP fellowship 2021/08423-4), MD (FAPESP fellowship 2018/24213-7), and PL (FAPESP fellowship 2021/00425-8).</p>
</sec>
<ack>
<p>The authors thank the Central Public Health Laboratory of the State of Tocantins (LACEN/TO) - Brazil for generously supplying the <italic>K. aerogenes</italic> strains and Tocantins State Health Department (SES/Tocantins) for enabling the progress of this project.</p>
</ack>
<sec sec-type="COI-statement" id="sec28">
<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="sec100" 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 sec-type="supplementary-material" id="sec29">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2024.1352851/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2024.1352851/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.DOCX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
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<fn id="fn0010"><p><sup>10</sup><ext-link xlink:href="https://discover.nci.nih.gov/cimminer/oneMatrix.do" ext-link-type="uri">https://discover.nci.nih.gov/cimminer/oneMatrix.do</ext-link></p></fn>
<fn id="fn0011"><p><sup>11</sup><ext-link xlink:href="https://tygs.dsmz.de/" ext-link-type="uri">https://tygs.dsmz.de/</ext-link></p></fn>
<fn id="fn0012"><p><sup>12</sup><ext-link xlink:href="https://realphy.unibas.ch/realphy/" ext-link-type="uri">https://realphy.unibas.ch/realphy/</ext-link></p></fn>
<fn id="fn0013"><p><sup>13</sup><ext-link xlink:href="https://orthovenn2.bioinfotoolkits.net/task/create" ext-link-type="uri">https://orthovenn2.bioinfotoolkits.net/task/create</ext-link></p></fn>
<fn id="fn0014"><p><sup>14</sup><ext-link xlink:href="https://card.mcmaster.ca/analyze/rgi" ext-link-type="uri">https://card.mcmaster.ca/analyze/rgi</ext-link></p></fn>
<fn id="fn0015"><p><sup>15</sup><ext-link xlink:href="http://genepi.food.dtu.dk/resfinder" ext-link-type="uri">http://genepi.food.dtu.dk/resfinder</ext-link></p></fn>
<fn id="fn0016"><p><sup>16</sup><ext-link xlink:href="https://galaxy.pasteur.fr/" ext-link-type="uri">https://galaxy.pasteur.fr/</ext-link></p></fn>
<fn id="fn0017"><p><sup>17</sup><ext-link xlink:href="https://www.kegg.jp/blastkoala/" ext-link-type="uri">https://www.kegg.jp/blastkoala/</ext-link></p></fn>
<fn id="fn0018"><p><sup>18</sup><ext-link xlink:href="https://www.pathogenomics.sfu.ca/islandviewer/" ext-link-type="uri">https://www.pathogenomics.sfu.ca/islandviewer/</ext-link></p></fn>
<fn id="fn0019"><p><sup>19</sup><ext-link xlink:href="https://tncentral.ncc.unesp.br/" ext-link-type="uri">https://tncentral.ncc.unesp.br/</ext-link></p></fn>
<fn id="fn0020"><p><sup>20</sup><ext-link xlink:href="https://www-is.biotoul.fr/index.php" ext-link-type="uri">https://www-is.biotoul.fr/index.php</ext-link></p></fn>
<fn id="fn0021"><p><sup>21</sup><ext-link xlink:href="https://cge.food.dtu.dk/services/MobileElementFinder/" ext-link-type="uri">https://cge.food.dtu.dk/services/MobileElementFinder/</ext-link></p></fn>
<fn id="fn0022"><p><sup>22</sup><ext-link xlink:href="https://bioinfo-mml.sjtu.edu.cn/ICEfinder/ICEfinder.html" ext-link-type="uri">https://bioinfo-mml.sjtu.edu.cn/ICEfinder/ICEfinder.html</ext-link></p></fn>
<fn id="fn0023"><p><sup>23</sup><ext-link xlink:href="https://crisprcas.i2bc.paris-saclay.fr/CrisprCasFinder/Index" ext-link-type="uri">https://crisprcas.i2bc.paris-saclay.fr/CrisprCasFinder/Index</ext-link></p></fn>
<fn id="fn0024"><p><sup>24</sup><ext-link xlink:href="https://phaster.ca/" ext-link-type="uri">https://phaster.ca/</ext-link></p></fn>
<fn id="fn0025"><p><sup>25</sup><ext-link xlink:href="https://www.ncbi.nlm.nih.gov/sra" ext-link-type="uri">https://www.ncbi.nlm.nih.gov/sra</ext-link></p></fn>
<fn id="fn0026"><p><sup>26</sup><ext-link xlink:href="https://www.ncbi.nlm.nih.gov/" ext-link-type="uri">https://www.ncbi.nlm.nih.gov/</ext-link></p></fn>
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