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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2021.765113</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Genomic Characterization of Carbapenem-Non-susceptible <italic>Pseudomonas aeruginosa</italic> Clinical Isolates From Saudi Arabia Revealed a Global Dissemination of GES-5-Producing ST235 and VIM-2-Producing ST233 Sub-Lineages</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Doumith</surname> <given-names>Michel</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1275026/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Alhassinah</surname> <given-names>Sarah</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Alswaji</surname> <given-names>Abdulrahman</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1057964/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Alzayer</surname> <given-names>Maha</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/449234/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Alrashidi</surname> <given-names>Essa</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Okdah</surname> <given-names>Liliane</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Aljohani</surname> <given-names>Sameera</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author" id="collab1">
<collab>NGHA AMR Surveillance Group</collab>
</contrib>
<contrib contrib-type="author">
<name><surname>Balkhy</surname> <given-names>Hanan H.</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Alghoribi</surname> <given-names>Majed F.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/704002/overview"/>
</contrib>
</contrib-group>
<contrib-group content-type="collab-list">
<contrib contrib-type="collab" rid="collab1">
<name><surname>Alghoribi</surname> <given-names>Majed F.</given-names></name>
</contrib>
<contrib contrib-type="collab" rid="collab1">
<name><surname>Okdah</surname> <given-names>Liliane</given-names></name>
</contrib>
<contrib contrib-type="collab" rid="collab1">
<name><surname>Alrashidi</surname> <given-names>Essa</given-names></name>
</contrib>
<contrib contrib-type="collab" rid="collab1">
<name><surname>Alshahrani</surname> <given-names>Alhanouf</given-names></name>
</contrib>
<contrib contrib-type="collab" rid="collab1">
<name><surname>Aljohani</surname> <given-names>Sameera</given-names></name>
</contrib>
<contrib contrib-type="collab" rid="collab1">
<name><surname>Alalwan</surname> <given-names>Bassam</given-names></name>
</contrib>
<contrib contrib-type="collab" rid="collab1">
<name><surname>Al-Amri</surname> <given-names>Abdulfattah</given-names></name>
</contrib>
<contrib contrib-type="collab" rid="collab1">
<name><surname>Kaaki</surname> <given-names>Mai M.</given-names></name>
</contrib>
<contrib contrib-type="collab" rid="collab1">
<name><surname>Doud</surname> <given-names>Mohamed</given-names></name>
</contrib>
<contrib contrib-type="collab" rid="collab1">
<name><surname>Dadah</surname> <given-names>Haitham S.</given-names></name>
</contrib>
<contrib contrib-type="collab" rid="collab1">
<name><surname>Alnashmy</surname> <given-names>Fahad</given-names></name>
</contrib>
<contrib contrib-type="collab" rid="collab1">
<name><surname>Doumith</surname> <given-names>Michel</given-names></name>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Infectious Diseases Research Department, King Abdullah International Medical Research Center</institution>, <addr-line>Riyadh</addr-line>, <country>Saudi Arabia</country></aff>
<aff id="aff2"><sup>2</sup><institution>King Saud bin Abdulaziz University for Health Sciences</institution>, <addr-line>Riyadh</addr-line>, <country>Saudi Arabia</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Pathology and Laboratory Medicine, King Abdulaziz Medical City (KAMC), Ministry of National Guard Health Affairs (MNGHA)</institution>, <addr-line>Riyadh</addr-line>, <country>Saudi Arabia</country></aff>
<aff id="aff4"><sup>4</sup><institution>World Health Organization</institution>, <addr-line>Geneva</addr-line>, <country>Switzerland</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Mullika Traidej Chomnawang, Mahidol University, Thailand</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Piyatip Khuntayaporn, Mahidol University, Thailand; Rosa Del Campo, Ram&#x00F3;n y Cajal Institute for Health Research, Spain</p></fn>
<corresp id="c001">&#x002A;Correspondence: Michel Doumith, <email>doumithmi@ngha.med.sa</email></corresp>
<corresp id="c002">Majed F. Alghoribi, <email>alghoribima@ngha.med.sa</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Antimicrobials, Resistance and Chemotherapy, a section of the journal Frontiers in Microbiology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>01</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>765113</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>12</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Doumith, Alhassinah, Alswaji, Alzayer, Alrashidi, Okdah, Aljohani, NGHA AMR Surveillance Group, Balkhy and Alghoribi.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Doumith, Alhassinah, Alswaji, Alzayer, Alrashidi, Okdah, Aljohani, NGHA AMR Surveillance Group, Balkhy and Alghoribi</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>Carbapenem-resistant <italic>P. aeruginosa</italic> has become a major clinical problem due to limited treatment options. However, studies assessing the trends in the molecular epidemiology and mechanisms of antibiotic resistance in this pathogen are lacking in Saudi Arabia. Here, we reported the genome characterization in a global context of carbapenem non-susceptible clinical isolates from a nationally representative survey. The antibiotic resistance profiles of the isolates (<italic>n</italic> = 635) collected over 14 months between March 2018 and April 2019 from different geographical regions of Saudi Arabia showed resistance rates to relevant &#x03B2;-lactams, aminoglycosides and quinolones ranging between 6.93 and 27.56%. Overall, 22.52% (143/635) of the isolates exhibited resistance to both imipenem and meropenem that were mainly explained by porin loss and efflux overexpression. However, 18.18% of resistant isolates harbored genes encoding GES (69.23%), VIM (23.07%), NDM (3.85%) or OXA-48-like (3.85%) carbapenemases. Most common GES-positive isolates produced GESs &#x2212;5, &#x2212;15 or &#x2212;1 and all belonged to ST235 whereas the VIM-positive isolates produced mainly VIM-2 and belonged to ST233 or ST257. GES and VIM producers were detected at different sampling periods and in different surveyed regions. Interestingly, a genome-wide comparison revealed that the GES-positive ST235 and VIM-2-positive ST233 genomes sequenced in this study and those available through public databases from various locations worldwide, constituted each a phylogenetically closely related sub-lineage. Profiles of virulence determinants, antimicrobial resistance genes and associated mobile elements confirmed relatedness within each of these two different sub-lineages. Sequence analysis located the <italic>bla</italic><sub><italic>GES</italic></sub> gene in nearly all studied genomes (95.4%) in the same integrative conjugative element that also harbored the <italic>acc(6&#x2032;)-Ib</italic>, <italic>aph(3&#x2032;)-XV</italic>, <italic>aadA6</italic>, <italic>sul1</italic>, <italic>tet(G)</italic>, and <italic>catB</italic> resistance genes while <italic>bla</italic><sub><italic>VIM</italic>&#x2013;2</sub> in most (98.89%) ST233-positive genomes was co-located with <italic>aac(6&#x2032;)-I1</italic>, <italic>dfrB-5</italic>, and <italic>aac(3&#x2032;)-Id</italic> in the same class I integron. The study findings revealed the global spread of GES-5 ST235 and VIM-2 ST233 sub-lineages and highlighted the importance of routine detection of rare &#x03B2;-lactamases.</p>
</abstract>
<kwd-group>
<kwd>high-risk clones</kwd>
<kwd>multidrug resistance</kwd>
<kwd>resistome</kwd>
<kwd>mobile element</kwd>
<kwd>&#x03B2;-lactamase</kwd>
<kwd>epidemiology</kwd>
</kwd-group>
<contract-sponsor id="cn001">King Abdullah International Medical Research Center<named-content content-type="fundref-id">10.13039/501100013302</named-content></contract-sponsor>
<counts>
<fig-count count="5"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="32"/>
<page-count count="10"/>
<word-count count="6182"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p><italic>P. aeruginosa</italic> is a major cause of healthcare associated infections and a serious public health threat due to its ability to resist antibiotics (<xref ref-type="bibr" rid="B10">Gellatly and Hancock, 2013</xref>). <italic>P. aeruginosa</italic> is genetically equipped with an outstanding intrinsic antibiotic resistance machinery and is adept at acquiring antibiotic resistance determinants (<xref ref-type="bibr" rid="B15">Lister et al., 2009</xref>; <xref ref-type="bibr" rid="B16">L&#x00F3;pez-Causap&#x00E9; et al., 2018</xref>). Resistance to carbapenems in the species is due primarily to chromosomal modifications that inactivate or down-regulate the carbapenem-specific OprD porin or modify the expression levels of efflux systems and in particular the MexAB-OprM pump (<xref ref-type="bibr" rid="B16">L&#x00F3;pez-Causap&#x00E9; et al., 2018</xref>). In recent years, this pathogen has been increasingly reported as a carrier of acquired carbapenemases and in particular those belonging to the VIM, IMP and GES families (<xref ref-type="bibr" rid="B30">Yoon and Jeong, 2021</xref>). <italic>P. aeruginosa</italic> has a non-clonal structure, nonetheless high-risk clones including sequence type (ST)235, ST111, ST233, ST244, ST357, ST308, ST175, ST277, ST654, and ST298 are widespread and frequently associated with outbreaks (<xref ref-type="bibr" rid="B19">Oliver et al., 2015</xref>; <xref ref-type="bibr" rid="B18">Miyoshi-Akiyama et al., 2017</xref>; <xref ref-type="bibr" rid="B9">del Barrio-Tofi&#x00F1;o et al., 2020</xref>; <xref ref-type="bibr" rid="B12">Kocsis et al., 2021</xref>). ST235 is certainly the most relevant high-risk clone, showing a worldwide dissemination and an association with various &#x03B2;-lactamases, including GES, IMP, KPC, OXA-48, and VIM carbapenemases (<xref ref-type="bibr" rid="B28">Treepong et al., 2018</xref>; <xref ref-type="bibr" rid="B9">del Barrio-Tofi&#x00F1;o et al., 2020</xref>). Other high-risk clones such as ST233, ST357, and ST111 have been also associated with acquired carbapenemases, notably the metallo-&#x03B2;-lactamase VIM, IMP, and NDM types (<xref ref-type="bibr" rid="B9">del Barrio-Tofi&#x00F1;o et al., 2020</xref>). Using whole genome sequencing, we investigated the mechanisms of resistance to antibiotics in <italic>P. aeruginosa</italic> clinical isolates collected as part of a nationally representative survey from Saudi Arabia and contextualized against a global collection. In addition to porin impairment and overexpression of efflux, sequence analyses showed that resistance to carbapenems was partly due to the clonal spread of GES-5-producing ST235 and VIM-2-producing ST233 sub-lineages. More importantly, a genome-wide comparison revealed that these two sub-lineages were disseminated worldwide.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Isolates and Phenotypic Characterization</title>
<p><italic>P. aeruginosa</italic> isolates (<italic>n</italic> = 635) were collected between March-2018 and April-2019 as part of an antimicrobial resistance surveillance program that was initiated in 2018 by the Infectious Diseases Research Department (IDRD) at the National Guard Health Affairs (NGHA) to monitor the prevalence and trends of resistance in a variety of clinically important pathogens. The program involves the monthly collection of the first 10&#x2013;30 non-duplicate consecutive isolates of each surveyed bacteria identified in the laboratories of NGHA medical cities located in Riyadh, Jeddah, Al Madinah, Dammam and Al Ahsa. The collection included in this study comprised 162 isolates referred from King Abdulaziz Medical City&#x2014;Riyadh (Centre&#x2014;Riyadh province, 1,500 bed facility), 275 from King Abdulaziz Medical City&#x2014;Jeddah (West&#x2014;Makkah province, 750 bed), 67 from Prince Mohammed Bin Abdul Aziz Hospital&#x2014;Al Madinah (West&#x2014;Al Madinah province, 215 bed), 86 from King Abdulaziz Hospital&#x2014;Al Ahsa (East&#x2014;Eastern province, 300 bed) and 45 from Imam Abdulrahman Al Faisal Hospital&#x2014;Dammam (East&#x2014;Eastern Province, 100 bed). Isolates were recovered from urine (208/635, 32.8%), respiratory (204/635, 32.1%), blood (101/635, 15.9%), wound (67/635, 10.6%) and other specimens (55/635, 8.7%); they were referred at an overall average of 45 (range 19&#x2013;80) isolates per month (<xref ref-type="table" rid="T1">Table 1</xref>). Species identification and antimicrobial susceptibility testing were determined with the VITEK II system. Minimum inhibitory concentrations (MICs) of colistin were confirmed using the micro-broth dilution method. MICs were interpreted according to CLSI breakpoints.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Resistance rates to clinically relevant antibiotics among collected isolates.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Regions</td>
<td/>
<td valign="top" align="center">Central<hr/></td>
<td valign="top" align="center" colspan="2">Western<hr/></td>
<td valign="top" align="center" colspan="2">Eastern<hr/></td>
<td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">City</td>
<td/>
<td valign="top" align="center">Riyadh</td>
<td valign="top" align="center">Jeddah</td>
<td valign="top" align="center">Al Madinah</td>
<td valign="top" align="center">Al Ahsa</td>
<td valign="top" align="center">Dammam</td>
<td valign="top" align="center">Total</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Isolates</td>
<td/>
<td valign="top" align="center">162</td>
<td valign="top" align="center">275</td>
<td valign="top" align="center">67</td>
<td valign="top" align="center">86</td>
<td valign="top" align="center">45</td>
<td valign="top" align="center">635</td>
</tr>
<tr>
<td valign="top" align="left">Antibiotics</td>
<td valign="top" align="left">IMI</td>
<td valign="top" align="center">35.80</td>
<td valign="top" align="center">28.00</td>
<td valign="top" align="center">20.90</td>
<td valign="top" align="center">23.26</td>
<td valign="top" align="center">13.33</td>
<td valign="top" align="center">27.56</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">MEM</td>
<td valign="top" align="center">33.95</td>
<td valign="top" align="center">21.45</td>
<td valign="top" align="center">20.90</td>
<td valign="top" align="center">19.77</td>
<td valign="top" align="center">6.67</td>
<td valign="top" align="center">23.31</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">IMI and MEM</td>
<td valign="top" align="center">33.33</td>
<td valign="top" align="center">20.00</td>
<td valign="top" align="center">20.90</td>
<td valign="top" align="center">19.77</td>
<td valign="top" align="center">6.67</td>
<td valign="top" align="center">22.52</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">IMI or MEM</td>
<td valign="top" align="center">36.42</td>
<td valign="top" align="center">29.45</td>
<td valign="top" align="center">20.90</td>
<td valign="top" align="center">23.26</td>
<td valign="top" align="center">13.33</td>
<td valign="top" align="center">28.35</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">CAZ</td>
<td valign="top" align="center">19.14</td>
<td valign="top" align="center">13.45</td>
<td valign="top" align="center">11.94</td>
<td valign="top" align="center">12.79</td>
<td valign="top" align="center">6.67</td>
<td valign="top" align="center">14.17</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">FEB</td>
<td valign="top" align="center">10.49</td>
<td valign="top" align="center">6.90</td>
<td valign="top" align="center">8.96</td>
<td valign="top" align="center">11.90</td>
<td valign="top" align="center">4.44</td>
<td valign="top" align="center">8.53</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">PIP/TAZ</td>
<td valign="top" align="center">33.75</td>
<td valign="top" align="center">6.79</td>
<td valign="top" align="center">19.40</td>
<td valign="top" align="center">15.29</td>
<td valign="top" align="center">4.65</td>
<td valign="top" align="center">16.33</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">AMK</td>
<td valign="top" align="center">9.26</td>
<td valign="top" align="center">6.18</td>
<td valign="top" align="center">11.94</td>
<td valign="top" align="center">2.33</td>
<td valign="top" align="center">4.44</td>
<td valign="top" align="center">6.93</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">GM</td>
<td valign="top" align="center">10.49</td>
<td valign="top" align="center">7.66</td>
<td valign="top" align="center">13.43</td>
<td valign="top" align="center">2.35</td>
<td valign="top" align="center">4.44</td>
<td valign="top" align="center">8.06</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">TOB</td>
<td valign="top" align="center">10.56</td>
<td valign="top" align="center">7.14</td>
<td valign="top" align="center">15.15</td>
<td valign="top" align="center">0.00</td>
<td valign="top" align="center">0.00</td>
<td valign="top" align="center">7.61</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">CIP</td>
<td valign="top" align="center">19.75</td>
<td valign="top" align="center">16.73</td>
<td valign="top" align="center">20.90</td>
<td valign="top" align="center">10.47</td>
<td valign="top" align="center">4.44</td>
<td valign="top" align="center">16.22</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">CST</td>
<td valign="top" align="center">2.53</td>
<td valign="top" align="center">4.52</td>
<td valign="top" align="center">9.09</td>
<td valign="top" align="center">1.23</td>
<td valign="top" align="center">0.00</td>
<td valign="top" align="center">3.83</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>Breakpoints amikacin (AMK) &#x2265; 64 mg/L; cefepime (FEB) &#x2265; 32 mg/L; ceftazidime (CAZ) &#x2265; 32 mg/L; ciprofloxacin (CIP) &#x2265; 2 mg/L; colistin (COL) &#x2265; 4 mg/L; piperacillin/tazobactam (PIP/TAZ) &#x2265; 128/4 mg/L; imipenem (IMI) and meropenem (MER) &#x2265; 8 mg/L; tobramycin (TOB) and gentamicin (GEN) &#x2265; 16 mg/L.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S2.SS2">
<title>Species Confirmation and &#x03B2;-Lactamase Screening</title>
<p>Species identity of the isolates was confirmed with a PCR targeting the species-specific <italic>oprL</italic> gene. Presence of genes encoding IMP, GES, KPC, NDM, OXA-48-like, VIM, BEL, PER, and VEB &#x03B2;-lactamases were screened by PCR using the primers described in <xref ref-type="supplementary-material" rid="TS1">Supplementary Table 1</xref>.</p>
</sec>
<sec id="S2.SS3">
<title>Whole Genome Sequencing and Bioinformatics</title>
<p>Genomic DNA from all isolates (<italic>n</italic> = 45) was extracted with the MagnaPure compact system (Roche, Switzerland) and prepared for sequencing with the Nextera XT DNA library preparation kit (Illumina, United Kingdom) according to the manufacturer&#x2019;s instructions. Sequencing was performed on the Miseq instrument using the 2 &#x00D7; 300 paired-end protocol. Of these, nine isolates were further sequenced on the Oxford Nanopore MinION using the ligation sequencing kit according to the manufacturer&#x2019;s instructions (Oxford Nanopore Technologies, United Kingdom). Genome assemblies using the Illumina reads alone or in combination with the Nanopore long-reads were generated using Unicycler 0.4.8 (<xref ref-type="bibr" rid="B29">Wick et al., 2017</xref>). Multilocus sequence type (MLST) was determined <italic>in silico</italic> using the mlst-v2.18.1 software. Genes, mutations associated with antimicrobial resistance, and virulence factors were detected with Abricate 0.9.8<sup><xref ref-type="fn" rid="footnote1">1</xref></sup> or Genefinder.<sup><xref ref-type="fn" rid="footnote2">2</xref></sup> In order to put the analysis into an international context, all <italic>P. aeruginosa</italic> paired-end Illumina sequenced genomes (<italic>n</italic> = 16,337) deposited before December 2020 in the NCBI sequence read archive database<sup><xref ref-type="fn" rid="footnote3">3</xref></sup> were retrieved and the quality of corresponding reads was assessed with the FastQC software. Relatedness of recovered genomes with read coverage above 20x and those generated in this study was inferred using a single nucleotide polymorphisms (SNPs)-based approach by mapping reads against the publically available sequences of strain PAO1 (NC_002516) or the fully closed genome of strain ST235-MPA32 generated in this study. SNPs were first identified with Snippy 4.4.5<sup><xref ref-type="fn" rid="footnote4">4</xref></sup> to create a full core genome alignment that was latter checked for recombination events using Gubbins 2.4.1 (<xref ref-type="bibr" rid="B8">Croucher et al., 2015</xref>). Filtered alignments were then used to construct the phylogenetic trees using RaXML with the default option of Gubbins. Phylogenetic trees were annotated using iTOL v6 and Microreact tools (<xref ref-type="bibr" rid="B6">Argim&#x00F3;n et al., 2016</xref>; <xref ref-type="bibr" rid="B14">Letunic and Bork, 2021</xref>). SNP locations were determined using the annotated genome of the reference strain PAO1 (AE004091.2). Genome assemblies were annotated with prokka 1.14.6 and their gene contents were compared with Roary (<xref ref-type="bibr" rid="B20">Page et al., 2015</xref>). The integrative and conjugative elements (ICE) and direct environments of carbapenemases and extended-spectrum &#x03B2;-lactamases in fully closed genomes was determined manually. Presence of these elements in each sequenced genome was later determined by checking the depth of coverage of reads mapped across the full sequence of each mobile element.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>Isolates and Phenotypic Testing</title>
<p><italic>P. aeruginosa</italic> clinical isolates were referred over a 14-month period from five hospitals located in the eastern, western and central regions of Saudi Arabia. Susceptibility testing showed that 143/635 (22.52%) isolates were resistant to both imipenem and meropenem (MIC &#x2265; 8 mg/L) (<xref ref-type="table" rid="T1">Table 1</xref>). Otherwise, the isolates were variably resistant to ciprofloxacin (16.22%, range 4.44&#x2013;20.90%), ceftazidime (14.17%, range 6.67&#x2013;19.14%), cefepime (8.53%, 4.44&#x2013;11.90%), piperacillin/tazobactam (16.33%, range 4.65&#x2013;33.75%), amikacin (6.93%, range 2.33&#x2013;11.94%), gentamicin (8.06%, range 2.35&#x2013;13.43%) and tobramycin (7.61%, range 0&#x2013;15.15%) but remained highly sensitive to colistin (96.17%, range 90.91&#x2013;100%) (<xref ref-type="table" rid="T1">Table 1</xref>). Resistance to carbapenems was highest in respiratory isolates (40.69%) followed by blood (27.72%), urine (12.02%) then wound (8.96%) swab isolates. Extensively drug-resistant isolates, remaining only sensitive to colistin, accounted for 3.78% (24/635) of all isolates and were predominantly obtained from respiratory specimens (14/24, 58.33%). Regional and individual hospital variations in susceptibility patterns and frequencies were observed for most tested antibiotics (<xref ref-type="table" rid="T1">Table 1</xref>). Characteristically, hospitals hosting critical patients (i.e., Jeddah and Riyadh) experienced the highest levels of resistance across all tested antibiotics.</p>
</sec>
<sec id="S3.SS2">
<title>Screening for &#x03B2;-Lactamase Genes in Carbapenem-Resistant Isolates</title>
<p>PCR screening detected genes encoding GES (<italic>n</italic> = 18), VIM (<italic>n</italic> = 6), NDM (<italic>n</italic> = 1), and OXA-48-like (<italic>n</italic> = 1) &#x03B2;-lactamases, explaining resistance to imipenem and meropenem in 18.18% (26/143) of carbapenem-resistant isolates. Genes encoding VEB (<italic>n</italic> = 6) and PER (<italic>n</italic> = 2) extended-spectrum &#x03B2;-lactamases (ESBLs) were detected in only eight isolates, including three of the six VIM-positive isolates. Most common GES- and VIM-positive isolates were referred from all regions at different sampling periods (i.e., 11 out of 14 sampling months) of the survey.</p>
</sec>
<sec id="S3.SS3">
<title>Genomic Characterization of Carbapenem-Resistant Isolates</title>
<p>To further investigate the molecular mechanisms of resistance to carbapenems, all carbapenemase and ESBL producers identified by PCR (<italic>n</italic> = 31) and a set of randomly selected isolates exhibiting resistance to imipenem and meropenem but with no acquired &#x03B2;-lactamases (<italic>n</italic> = 14) were whole genome sequenced on the Illumina Miseq system.</p>
</sec>
<sec id="S3.SS4">
<title>GES-Carbapenemase Positive Isolates</title>
<p>Sequence analyses showed that all genomes carrying genes encoding GES type &#x03B2;-lactamases, including GESs -5 (<italic>n</italic> = 16), &#x2212;15 (<italic>n</italic> = 1) and &#x2212;1 (<italic>n</italic> = 1), belonged to ST235. The later accounted for 5.03% (822/16,337) of all genomes retrieved from the public databases, and of which, the majority (71.29%, 586/822) carried genes encoding acquired carbapenemases, including IMP alone (<italic>n</italic> = 264) or in combination with NDM (<italic>n</italic> = 1) or OXA-48-like (<italic>n</italic> = 1), VIM alone (<italic>n</italic> = 133) or in combination with OXA-48-like (<italic>n</italic> = 3), GES (<italic>n</italic> = 174), KPC (<italic>n</italic> = 9), and OXA-48-like (<italic>n</italic> = 1) (<xref ref-type="table" rid="T2">Table 2</xref>). Full genome SNP-based phylogeny against the <italic>P. aeruginosa</italic> strain PAO1 reference genome grouped nearly all published GES-positive ST235 genomes and those generated in this study in a distinct cluster with the exception of three GES-20 producers which grouped apart (<xref ref-type="fig" rid="F1">Figure 1</xref>). In contrast, the two other common VIM and IMP carbapenemases were distributed across multiple clusters suggesting that they were acquired through multiple events. The phylogenetic tree constructed based on SNP calls relative to the fully closed ST235 MPA32-genome confirmed the clustering of the GES-positive genomes in a well distinct clade (<xref ref-type="fig" rid="F2">Figure 2</xref>). Clustered GES-positive genomes originated from at least six different countries, including Australia, China, Germany, Japan, Indonesia and Pakistan (<xref ref-type="fig" rid="F1">Figure 1</xref>). Phylogeny showed that these producers were related to each other, with at most 120 SNPs to distinguish between them. More specifically, the GES-positive genomes (<italic>n</italic> = 18) from this study clustered tightly with others from Germany (<italic>n</italic> = 26) in a distinct subgroup with at most 45 SNPs to distinguish them from each other. GES-positive genomes were separated from the remaining ST235 genomes by at least 29 SNPs, of which, 14 were non-synonymous in genes classified as transcriptional regulators, metabolic genes and hypothetical proteins whereas four were located in the promoter or potential regulatory regions of genes encoding the porin OprO, global transcriptional regulator IscR or hypothetical proteins (<xref ref-type="supplementary-material" rid="TS2">Supplementary Table 2</xref>). Of these, only IscR has been shown to regulate genes involved in iron homeostasis, resistance to oxidants and pathogenicity (<xref ref-type="bibr" rid="B23">Romsang et al., 2014</xref>; <xref ref-type="bibr" rid="B24">Saninjuk et al., 2019</xref>). Comparison of the gene contents of ST235 genomes identified 4,373 core and 1,086 soft-core genes that were shared among 98.94&#x2013;100% and 94.87&#x2013;98.94% of genomes studied, respectively. Other 25,228 genes were found to be present within one to a maximum of 536 genomes (i.e., &#x003C; 94.87%) thus showing a relatively wide genetic variability in the accessory genome of this ST. Overall there were a very limited number of genes (<italic>n</italic> = 27) which presence or absence distinguished the GES-positive cluster from the remaining ST235 but these mainly encoded phage or hypothetical proteins. Only one gene showing homology to the transcriptional repressor NrdR lacked in all GES producers but was present in the majority of remaining ST235 genomes. The latter, shown to regulate the ribonucleotide synthesis may grant the adaptability to thrive in different environments (<xref ref-type="bibr" rid="B7">Crespo et al., 2015</xref>). Otherwise, the presence of genomic features encoding the virulence factors gathered in the virulence factor database (VFDB) were comparable across all ST235 genomes. The majority of the genes and gene clusters previously shown to be involved in the species virulence were identified in nearly all (i.e., 98&#x2013;100%) ST235 genomes with the exception of <italic>wzz</italic> and <italic>wzy</italic> genes that are involved in the B-band lipopolysaccharide O antigen synthesis and the pyoverdine outer membrane receptor <italic>fpvA</italic>. In accordance with previous studies, all ST235 genomes including those carrying <italic>bla</italic><sub><italic>GES</italic></sub> carried the ExoU toxin-encoding gene (<xref ref-type="bibr" rid="B25">Sato et al., 2003</xref>; <xref ref-type="bibr" rid="B28">Treepong et al., 2018</xref>).</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Distribution of carbapenemase-encoding genes among publically available genomes belonging to the major carbapenemase-positive STs identified in isolates from this study.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">ST</td>
<td valign="top" align="left">&#x03B2;-lactamase type</td>
<td valign="top" align="left">&#x03B2;-lactamase variant</td>
<td valign="top" align="left">Nb</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">ST233 (<italic>n</italic> = 94)</td>
<td valign="top" align="left">VIM</td>
<td valign="top" align="left">VIM-2</td>
<td valign="top" align="left">90</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">None</td>
<td/>
<td valign="top" align="left">4</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4"><hr/></td>
</tr>
<tr>
<td valign="top" align="left">ST235 (<italic>n</italic> = 822)</td>
<td valign="top" align="left">IMP (<italic>n</italic> = 264)</td>
<td valign="top" align="left">IMP-1</td>
<td valign="top" align="left">5</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">IMP-6</td>
<td valign="top" align="left">1</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">IMP-7</td>
<td valign="top" align="left">25</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">IMP-10</td>
<td valign="top" align="left">2</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">IMP-14</td>
<td valign="top" align="left">1</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">IMP-19</td>
<td valign="top" align="left">1</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">IMP-26</td>
<td valign="top" align="left">114</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">IMP-31</td>
<td valign="top" align="left">63</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">IMP-43</td>
<td valign="top" align="left">1</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">IMP-51</td>
<td valign="top" align="left">51</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">VIM (<italic>n</italic> = 133)</td>
<td valign="top" align="left">VIM-1</td>
<td valign="top" align="left">33</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">VIM-2</td>
<td valign="top" align="left">87</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">VIM-4</td>
<td valign="top" align="left">7</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">VIM-13</td>
<td valign="top" align="left">4</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">VIM-24</td>
<td valign="top" align="left">1</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">VIM-27</td>
<td valign="top" align="left">1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">GES (<italic>n</italic> = 174)</td>
<td valign="top" align="left">GES-1</td>
<td valign="top" align="left">28</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">GES-5</td>
<td valign="top" align="left">142</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">GES-15</td>
<td valign="top" align="left">1</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">GES-20</td>
<td valign="top" align="left">3</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">KPC</td>
<td valign="top" align="left">KPC-2</td>
<td valign="top" align="left">9</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">OXA-48-like</td>
<td valign="top" align="left">OXA-232</td>
<td valign="top" align="left">1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">VIM and OXA</td>
<td valign="top" align="left">VIM-2 OXA-232</td>
<td valign="top" align="left">3</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">IMP and NDM</td>
<td valign="top" align="left">IMP-51 NDM-1</td>
<td valign="top" align="left">1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">IMP and OXA</td>
<td valign="top" align="left">IMP-26 OXA-181</td>
<td valign="top" align="left">1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">None</td>
<td/>
<td valign="top" align="left">236</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4"><hr/></td>
</tr>
<tr>
<td valign="top" align="left">ST244 (<italic>n</italic> = 254)</td>
<td valign="top" align="left">VIM (<italic>n</italic> = 14)</td>
<td valign="top" align="left">VIM-2</td>
<td valign="top" align="left">13</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">VIM-6</td>
<td valign="top" align="left">1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">IMP (<italic>n</italic> = 4)</td>
<td valign="top" align="left">IMP-34</td>
<td valign="top" align="left">1</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">IMP-39</td>
<td valign="top" align="left">3</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">KPC</td>
<td valign="top" align="left">KPC-2</td>
<td valign="top" align="left">2</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">OXA-48-like</td>
<td valign="top" align="left">OXA-181</td>
<td valign="top" align="left">2</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">None</td>
<td/>
<td valign="top" align="left">232</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4"><hr/></td>
</tr>
<tr>
<td valign="top" align="left">ST357 (<italic>n</italic> = 229)</td>
<td valign="top" align="left">IMP (<italic>n</italic> = 46)</td>
<td valign="top" align="left">IMP-7</td>
<td valign="top" align="left">42</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">IMP-13</td>
<td valign="top" align="left">2</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">IMP-15</td>
<td valign="top" align="left">1</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">IMP-16</td>
<td valign="top" align="left">1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">NDM</td>
<td valign="top" align="left">NDM-1</td>
<td valign="top" align="left">21</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">KPC</td>
<td valign="top" align="left">KPC-2</td>
<td valign="top" align="left">1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">OXA-48-like</td>
<td valign="top" align="left">OXA-181</td>
<td valign="top" align="left">1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">VIM (<italic>n</italic> = 12)</td>
<td valign="top" align="left">VIM-2</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">VIM-5</td>
<td valign="top" align="left">3</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">VIM-18</td>
<td valign="top" align="left">1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">None</td>
<td/>
<td valign="top" align="left">148</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4"><hr/></td>
</tr>
<tr>
<td valign="top" align="left">ST773 (<italic>n</italic> = 23)</td>
<td valign="top" align="left">VIM</td>
<td valign="top" align="left">VIM-2</td>
<td valign="top" align="left">4</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">NDM</td>
<td valign="top" align="left">NDM-1</td>
<td valign="top" align="left">8</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">None</td>
<td/>
<td valign="top" align="left">11</td>
</tr>
</tbody>
</table></table-wrap>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Core genome SNP-based maximum likelihood phylogeny of ST235 genomes retrieved from the public domain and those generated in this study using the genome sequences of strain PAO1 as reference.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-765113-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Core genome SNP-based maximum likelihood phylogeny of ST235 genomes retrieved from the public domain and those generated in this study using the MPA32 closed genome as reference. The cluster of GES-positive ST235 genomes were highlighted in a blue circle.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-765113-g002.tif"/>
</fig>
<p>Sequence examination of the fully reconstructed genomes of two GES-5 producers co-located the &#x03B2;-lactamase gene with <italic>acc(6&#x2032;)-Ib</italic>, <italic>aph(3&#x2032;)-XV</italic>, <italic>aadA6</italic>, <italic>florR</italic>, <italic>sul1, tetG</italic>, and <italic>catB</italic> genes in a type I integron that was embedded in a 95 kb integrative conjugative elements (ICE) inserted in the chromosome downstream the tRNA-Gly gene (<xref ref-type="fig" rid="F3">Figure 3</xref>). Mapping of the short reads to the full sequence of this element confirmed its presence in nearly all publically available (166/174, 95.4%) and newly sequenced (18/18, 100%) GES-positive genomes. Of the remaining, five (5/174, 2.87%) genomes carrying <italic>bla</italic><sub><italic>GES</italic>&#x2013;1</sub> (<italic>n</italic> = 1) and <italic>bla</italic><sub><italic>GES</italic>&#x2013;5</sub> (<italic>n</italic> = 4) lacked the region located between position &#x223C;65.1 and &#x223C;72.1 kb and comprising the <italic>floR</italic> and <italic>tetG</italic> genes whereas the three genome carrying <italic>bla</italic><sub><italic>GES</italic>&#x2013;20</sub> (3/174, 1.73%) and clustering apart had the entire element missing (<xref ref-type="fig" rid="F3">Figure 3</xref>). One GES-negative isolate (i.e., RPA66) sequenced in this study belonged to ST235 clustered also away, thus confirming the relatedness of the GES-producing ST235 isolates (<xref ref-type="supplementary-material" rid="TS3">Supplementary Tables 3</xref>, <xref ref-type="supplementary-material" rid="TS4">4</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>ICEs harboring bla<sub><italic>NDM</italic>&#x2013;1</sub> and bla<sub><italic>GES</italic>&#x2013;5</sub> identified in ST773 and ST235 sequenced genomes. Colors showed in red genes encoding antimicrobial and heavy metal resistance, insertion sequences and transposon-related genes; blue, transfer and conjugative functions; yellow, other known functions and gray, hypothetical proteins. The region carrying the floR and tetG genes missing in some genomes were shown in a white box.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-765113-g003.tif"/>
</fig>
</sec>
<sec id="S3.SS5">
<title>VIM-Carbapenemase Positive Isolates</title>
<p>Sequence analysis showed that the majority of VIM-positive genomes (5/6, 83.3%) carried <italic>bla</italic><sub><italic>VIM</italic>&#x2013;2</sub> and belonged to ST233 (<italic>n</italic> = 3) or ST357 (<italic>n</italic> = 2). The remaining isolate (1/6, 16.7%) harbored <italic>bla</italic><sub><italic>VIM</italic>&#x2013;28</sub> and belonged to ST111. Isolates carrying <italic>bla</italic><sub><italic>VIM</italic>&#x2013;2</sub> were from three hospitals located in the three different regions included in the study (<xref ref-type="supplementary-material" rid="TS3">Supplementary Table 3</xref>). Here also, nearly all published ST233 genomes (90/94, 95.74%), which originated from at least four different countries, including Germany, Japan, Spain and United States, harbored <italic>bla</italic><sub><italic>VIM</italic>&#x2013;2</sub> and were highly related with at most 47 SNPs to distinguish them from each other. Isolates from this study clustered in two sub groups according to their geographical origins, nevertheless with 29 SNPs to distinguish them from each other (<xref ref-type="fig" rid="F4">Figure 4</xref>). Sequence analysis located the <italic>bla</italic><sub><italic>VIM</italic>&#x2013;2</sub> of all newly sequenced ST233 isolates in a 4.4 kb class I integron comprising <italic>aac(6&#x2032;)-I1</italic>, <italic>dfrB-5</italic>, and <italic>aac(3&#x2032;)-Id</italic> resistance genes (100% identity, accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="AY943084.1">AY943084.1</ext-link>), and which, in turn, was embedded in a transposon similar to those found in published <italic>P. aeruginosa</italic> genomes (e.g., CP056774.1 from nucleotide positions 5,258,523&#x2013;5,270,622) (<xref ref-type="fig" rid="F5">Figure 5</xref>). Screening of publically available <italic>bla</italic><sub><italic>VIM</italic>&#x2013;2</sub>-positive ST233 genomes showed that nearly all (89/90, 98.89%) had reads covering the entire 4.4 kb integron cassette and of which the majority (72/90, 80%) had also reads covering more than 95% of the entire 12 kb transposon. On the other hand, only a handful of publically available ST357 genomes harbored the <italic>bla</italic><sub><italic>VIM</italic>&#x2013;2</sub> (8/229, 3.49%) and had mainly IMP carbapenemases (46/229, 20.09%) and in particular the IMP-7 variant (42/46, 95.45%). The <italic>bla</italic><sub><italic>VIM</italic>&#x2013;2</sub> of newly sequenced ST357 genomes was detected in an integron type I mobile element embedded in a complex transposon containing all the resistance genes identified in this isolate (<xref ref-type="fig" rid="F5">Figure 5</xref>). In contrast, the <italic>bla</italic><sub><italic>VIM</italic>&#x2013;28</sub> in the ST111 isolate was located on a 350 kb plasmid in a integron type I in association with <italic>aac(6&#x2032;)-I</italic>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Core genome SNP-based maximum likelihood phylogeny of ST233 genomes retrieved from the public domain and those generated in this study using the genome sequence of strain PAO1 as reference.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-765113-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>The <italic>bla</italic><sub><italic>VIM</italic>&#x2013;2</sub>, <italic>bla</italic><sub><italic>VEB</italic>&#x2013;9</sub>, and <italic>bla</italic><sub><italic>PER</italic>&#x2013;1</sub> environments in ST357 (top) and ST233 (bottom) sequenced genomes. Colors showed in red genes encoding antimicrobial and heavy metal resistance, insertion sequences and transposon-related genes; blue, transfer and conjugative functions; yellow, other known functions and gray, hypothetical proteins.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-765113-g005.tif"/>
</fig>
</sec>
<sec id="S3.SS6">
<title>Other Carbapenemase-Positive Isolates</title>
<p>Of the remaining carbapenemase-positive isolates, one carried <italic>bla</italic><sub><italic>OXA</italic>&#x2013;232</sub> and belonged to ST244 while one had <italic>bla</italic><sub><italic>NDM</italic>&#x2013;1</sub> and belonged to ST773. Genome assemblies located the <italic>bla</italic><sub><italic>OXA</italic>&#x2013;232</sub> gene on a 6.1 kb ColKP3-type non-conjugative plasmid similar to previously published plasmid pColKP3 (accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="CP036323">CP036323</ext-link>). Otherwise, the <italic>bla</italic><sub><italic>NDM</italic>&#x2013;1</sub> was co-located with <italic>floR2</italic>, <italic>rmtB</italic>, <italic>sul1</italic>, and <italic>tet(G)</italic> in an ICE element of approximately &#x223C;117 kb that was highly similar to the clc-like ICE recently identified in <italic>P. aeruginosa</italic> (accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MK497171">MK497171</ext-link>) (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
</sec>
<sec id="S3.SS7">
<title>Molecular Mechanisms of Resistance</title>
<sec id="S3.SS7.SSS1">
<title>&#x03B2;-Lactams</title>
<p>In addition to the acquisition of carbapenemases, sequence analysis identified alterations in the outer membrane protein OprD leading to function loss in the majority (82.22%, 37/45) of sequenced genomes. Porin alterations included large deletions at the beginning or end of the coding region (<italic>n</italic> = 11) and frameshifts produced by small insertions or deletions creating premature translational termination at various positions (<italic>n</italic> = 26) (<xref ref-type="supplementary-material" rid="TS4">Supplementary Table 4</xref>). Genes encoding the MexAB-OprM efflux system were highly conserved across all sequenced isolates. However, inactivation of either MexR (<italic>n</italic> = 4), NalC (<italic>n</italic> = 1), or NalD (<italic>n</italic> = 9), previously shown to up-regulate the expression of this efflux pump, was identified in nearly third (14/45, 31.1%) of sequenced isolates and mainly in the non-carbapenemase producers (9/14, 64.3%) (<xref ref-type="supplementary-material" rid="TS3">Supplementary Tables 3</xref>, <xref ref-type="supplementary-material" rid="TS4">4</xref>). Inactivation of these regulators was due to various insertions, deletions, or substitutions resulting in frameshift of the reading frame, and creating premature stop codons (<xref ref-type="supplementary-material" rid="TS3">Supplementary Tables 3</xref>, <xref ref-type="supplementary-material" rid="TS4">4</xref>). Overall, the acquisition of carbapenemase genes with porin inactivation and efflux upregulation explained resistance to imipenem and meropenem in all sequenced genomes. Carbapenemase-producing isolates (<italic>n</italic> = 26) were resistant to all tested non-carbapenem &#x03B2;-lactams (i.e., piperacillin/tazobactam, cefipime, and ceftazidime) with the exception of those producing GES-5, which remained in majority (10/18, 55.56%) sensitive or intermediately resistant to ceftazidime (MIC 16 mg/L) and cefepime (MIC 8&#x2013;16 mg/L). Resistance in some of these producers suggested an overexpression of the chromosomal AmpC but none had mutations in the coding sequences of AmpR, AmpRh1, AmpRh2, AmpD, PBPs, and GalU or in the <italic>ampR</italic>-<italic>ampC</italic> intergenic region to explain resistance. Of the remaining non-carbapenemase producers (<italic>n</italic> = 20), only six were resistant to ceftazidime (MIC &#x2265; 64 mg/L) and harbored GES-1 (<italic>n</italic> = 1), VEB (<italic>n</italic> = 4), or PER (<italic>n</italic> = 1) ESBL variants (<xref ref-type="supplementary-material" rid="TS3">Supplementary Tables 3</xref>, <xref ref-type="supplementary-material" rid="TS4">4</xref>).</p>
</sec>
<sec id="S3.SS7.SSS2">
<title>Other Antibiotics</title>
<p>Scanning genome sequences identified alterations in GyrA (T83I/T83A and D87Y) and ParC (S87L) in all isolates (33/45, 73.33%) showing high level of resistance to ciprofloxacin (MIC &#x2265; 4 mg/L). Only three of the seven isolates exhibiting low levels of resistance (MIC 1&#x2013;2 mg/L) carried the plasmid-encoded ciprofloxacin resistance determinant <italic>crpP</italic> or had the MexAB-OprM efflux pump overexpressed (<xref ref-type="supplementary-material" rid="TS3">Supplementary Tables 3</xref>, <xref ref-type="supplementary-material" rid="TS4">4</xref>). However, the presence of <italic>crpP</italic> was detected in nearly half of the isolates (22/45, 48.89%) including in two sensitive isolates (MIC &#x2264; 0.25 mg/L). Resistance to all three tested aminoglycosides was associated in the majority of cases (<italic>n</italic> = 18) with the presence of the aminoglycoside-modifying enzyme Aac(6&#x2032;)-Ib-cr and overexpression of the MexXY-OprM efflux system due to inactivation of its repressor MexZ by a deletion of 11 nucleotides creating a translational frameshift at position 290. Presence of the acquired <italic>aac(6&#x2032;)-I</italic>, <italic>aac(3&#x2032;)-I</italic>, <italic>ant(2&#x2033;)-Ia</italic>, or the 16S rRNA methyltransferase <italic>rmtB</italic> genes explained resistance in 11 isolates while one isolate carried <italic>acc(3&#x2032;)-I</italic> and had the MexXY-OprM overexpressed due to inactivation of MexZ by a substitution creating a premature stop codon at position 162 (<xref ref-type="supplementary-material" rid="TS3">Supplementary Tables 3</xref>, <xref ref-type="supplementary-material" rid="TS4">4</xref>). Resistance in three isolates did not correlate with the genomic data. Otherwise, the borderline resistance to colistin (MIC 4 mg/L) in few isolates (<italic>n</italic> = 6) were not associated with any mutations in the PmrA/PmrB or PhoP/PhoQ two-component systems (<xref ref-type="supplementary-material" rid="TS3">Supplementary Tables 3</xref>, <xref ref-type="supplementary-material" rid="TS4">4</xref>).</p>
</sec>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>Susceptibility testing of <italic>P. aeruginosa</italic> clinical isolates from a large, nationally representative collection of Saudi Arabia showed an overall resistance rates to relevant aminoglycosides, quinolones, and &#x03B2;-lactams ranging from 6.93 to 27.56%. Resistance to either imipenem or meropenem varied greatly among recruited hospitals (28.35%, range 13.33&#x2013;36.42%) with the highest levels of resistance observed in central region (i.e., Riyadh tertiary hospital). Sequence analysis identified loss of porin OprD and efflux overexpression at the origin of resistance in the majority (i.e., 81.56%) of sequenced isolates. Of the four efflux systems of the resistance nodulation division (RND) family, MexAB-OprM, MexEF-OprN, MexCD-OprJ, and MexXY-OprM that are known to contribute to antimicrobial resistance in the species, sequence analyses suggested that overexpression of the MexAB-OprM efflux, mainly through inactivation of its regulatory genes, constitute the main system acting synergistically with low outer membrane permeability to confer intrinsic multi-drug resistance (<xref ref-type="bibr" rid="B22">Poole et al., 1993</xref>, <xref ref-type="bibr" rid="B21">1996</xref>; <xref ref-type="bibr" rid="B13">K&#x00F6;hler et al., 1997</xref>; <xref ref-type="bibr" rid="B17">Mine et al., 1999</xref>). More importantly, resistance to carbapenems was partly (i.e., 18.18%) associated with the acquisition of acquired carbapenemases, notably those encoding the GES and VIM type enzymes. GES-5 producers, which all belonged to ST235, were by far the most dominant among resistant isolates carrying acquired carbapenemases; they were also widespread, being identified in all regions surveyed during the study period. A previous study suggested that the ST235 lineage emerged in Europe but have since evolved globally and acquired locally diverse antimicrobial resistance determinants (<xref ref-type="bibr" rid="B1">Abril et al., 2019</xref>). The genome-wide sequence analysis identified a high genomic diversity among ST235 isolates and confirmed local acquisitions of carbapenemase-encoding genes. However, the GES-positive ST235 genomes sequenced in this study and all those publically available were similar and belonged to the same phylogenetic group. Moreover, the GES-encoding genes in nearly all these genomes (95.4%) was located in an identical ICE, thus supporting the early acquisition of the &#x03B2;-lactamase gene in this sub-lineage. The association of this ST with various &#x03B2;-lactamases has been in part linked to the presence of type IV secretion systems promoting foreign DNA capture, leading to the insertion of genetic element as transposon, integron, or genomic islands harboring resistance genes (<xref ref-type="bibr" rid="B18">Miyoshi-Akiyama et al., 2017</xref>; <xref ref-type="bibr" rid="B28">Treepong et al., 2018</xref>). Gene by gene comparisons identified only one gene showing homology to the regulator of deoxyribonucleotide reduction NdrD that was missing in the GES-positive genomes but present in the majority of remaining genomes. However, the significance of the absence of this gene need to be further investigated. Similar findings were also observed for the VIM-2-positive ST233 isolates where genome comparisons revealed that sequenced genomes and those publically available were phylogenetically similar to each other. In contrast to ST235, nearly all ST233 genomes (90/94, 95.75%) in the public domain carried the VIM-2-encoding gene. Here also the environment of the &#x03B2;-lactamase gene, which was co-located in the same class I integron in all genomes, supported an ancestral acquisition and subsequent spreading, rather than multiple acquisition events.</p>
<p>The molecular basis of extended-spectrum &#x03B2;-lactamase (ESBL) and carbapenemase production in <italic>P. aeruginosa</italic> isolated from Saudi Arabia was reported in a limited number of studies but none has been based on whole-genome sequencing. Overall, these reports indicated that VIM-type enzymes were the most prevalent metallo-&#x03B2;-lactamase in isolates from the Kingdom (<xref ref-type="bibr" rid="B4">Al-Agamy et al., 2009</xref>; <xref ref-type="bibr" rid="B26">Shaaban et al., 2018</xref>). Detection of genes encoding the VIM-2 variant in ST233 isolates has been reported in several countries worldwide, including in a handful of isolates from Saudi Arabia and neighboring Bahrain and Egypt (<xref ref-type="bibr" rid="B31">Zafer et al., 2015</xref>; <xref ref-type="bibr" rid="B32">Zowawi et al., 2018</xref>). A recent study reported the identification of VIM-2 in isolates belonging to ST654 and GES in ST235 isolates from one hospital located in the western region (<xref ref-type="bibr" rid="B5">Al-Zahrani and Al-Ahmadi, 2021</xref>). Although VEB-like enzymes were the most common reported ESBLs in <italic>P. aeruginosa</italic> isolates from Saudi Arabia, few studies reported the detection of GES encoding genes in isolates from the Kingdom (<xref ref-type="bibr" rid="B3">Al-Agamy et al., 2012</xref>, <xref ref-type="bibr" rid="B2">2016</xref>; <xref ref-type="bibr" rid="B27">Tawfik et al., 2012</xref>).</p>
<p>Overall, the study findings clearly showed a worldwide dissemination of the GES-5-producing ST235 and VIM-2-producing ST233 sub-lineages. Moreover, a recent study reporting the spread of ST235 isolates producing GES-type enzymes across multiple regions in Japan, confirmed the potential of these lineages to disseminate broadly (<xref ref-type="bibr" rid="B11">Hishinuma et al., 2018</xref>). The study results also emphasize the fact that the spread of strains producing rare carbapenemases, such as GES-type enzymes, could be underestimated because the genes encoding these &#x03B2;-lactamases are outside the scope of all commercially available assays that are mainly focused on the detection of most common NDM, VIM, OXA-48-like, KPC and IMP carbapenemase genes, and thus highlighting the importance of screening for these &#x03B2;-lactamases.</p>
</sec>
<sec id="S5" sec-type="data-availability">
<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 below: <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/bioproject/PRJNA751257">https://www.ncbi.nlm.nih.gov/bioproject/PRJNA751257</ext-link>.</p>
</sec>
<sec id="S6">
<title>Author Contributions</title>
<p>MD, HB, SAJ, LO, and MFA contributed to the design of the study. The NGHA antimicrobial surveillance group collected the samples on a monthly basis. EA led the initial laboratory processing of the samples. SAH performed the &#x03B2;-lactamase screening by PCR. MAZ, SAH, and LO performed the genome sequencing. MD and AA performed the genomic data analysis. MD led the writing and revision of the manuscript. All authors commented and contributed on the final version of the manuscript.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>HB has participated in this work during her tenure as Professor of pediatric infectious diseases at King Saud bin Abdulaziz University for Health Sciences. The remaining 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="pudiscl1" 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>
</body>
<back>
<sec id="S7" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the KAIMRC research funds under grant RC19/095/R.</p>
</sec>
<ack><p>The research team would like to thank NGHA hospitals in Riyadh, Jeddah, Al Madinah, Al Ahsa, and Dammam for supporting the collection of isolates.</p>
</ack>
<sec id="S8">
<title>NGHA AMR Surveillance Group</title>
<p>Majed F. Alghoribi, Liliane Okdah, Essa Alrashidi, Alhanouf Alshahrani, Sameera Aljohani, Bassam Alalwan, Abdulfattah Al-Amri, Mai M. Kaaki, Mohamed Doud, Haitham S. Dadah, Fahad Alnashmy, and Michel Doumith.</p>
</sec>
<sec id="S10" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2021.765113/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmicb.2021.765113/full#supplementary-material</ext-link></p>
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<supplementary-material xlink:href="Table_2.docx" id="TS2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_3.docx" id="TS3" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_4.docx" id="TS4" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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<label>2</label>
<p><ext-link ext-link-type="uri" xlink:href="https://github.com/phe-bioinformatics/gene_finder">https://github.com/phe-bioinformatics/gene_finder</ext-link></p></fn>
<fn id="footnote3">
<label>3</label>
<p><ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/sra">https://www.ncbi.nlm.nih.gov/sra</ext-link></p></fn>
<fn id="footnote4">
<label>4</label>
<p><ext-link ext-link-type="uri" xlink:href="https://github.com/tseemann/snippy">https://github.com/tseemann/snippy</ext-link></p></fn>
</fn-group>
</back>
</article>
