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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2024.1337357</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Prevalence, drug resistance, and genotypic diversity of the RD<sup>Rio</sup> subfamily of <italic>Mycobacterium tuberculosis</italic> in Ecuador: a retrospective analysis for years 2012&#x2013;2016</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Castro-Rodriguez</surname> <given-names>Bernardo</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Franco-Sotomayor</surname> <given-names>Greta</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name><surname>Benitez-Medina</surname> <given-names>Jose Manuel</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author">
<name><surname>Cardenas-Franco</surname> <given-names>Greta</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Jim&#x00E9;nez-Pizarro</surname> <given-names>Natalia</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<name><surname>Cardenas-Franco</surname> <given-names>Camilo</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name><surname>Aguirre-Martinez</surname> <given-names>Juan Luis</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<name><surname>Orlando</surname> <given-names>Solon Alberto</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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<contrib contrib-type="author">
<name><surname>Hermoso de Mendoza</surname> <given-names>Javier</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Garcia-Bereguiain</surname> <given-names>Miguel Angel</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>One Health Research Group, Universidad de las Am&#x00E9;ricas</institution>, <addr-line>Quito</addr-line>, <country>Ecuador</country></aff>
<aff id="aff2"><sup>2</sup><institution>Instituto Nacional de Investigaci&#x00F3;n en Salud P&#x00FA;blica &#x201C;Leopoldo Izquieta P&#x00E9;rez&#x201D;</institution>, <addr-line>Guayaquil</addr-line>, <country>Ecuador</country></aff>
<aff id="aff3"><sup>3</sup><institution>Universidad Cat&#x00F3;lica Santiago de Guayaquil</institution>, <addr-line>Guayaquil</addr-line>, <country>Ecuador</country></aff>
<aff id="aff4"><sup>4</sup><institution>Departamento de Sanidad Animal, Facultad de Veterinaria, Universidad de Extremadura</institution>, <addr-line>C&#x00E1;ceres</addr-line>, <country>Spain</country></aff>
<aff id="aff5"><sup>5</sup><institution>Universidad Espiritu Santo</institution>, <addr-line>Guayaquil</addr-line>, <country>Ecuador</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002">
<p>Edited by: Andrea Gori, University of Milano-Bicocca, Italy</p>
</fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: Richard Salvato, State Center for Health Surveillance, Brazil</p>
<p>Eustachio Cuscianna, University of Bari Aldo Moro, Italy</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Miguel Angel Garcia-Bereguiain, <email>magbereguiain@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>04</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>12</volume>
<elocation-id>1337357</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>11</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>03</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Castro-Rodriguez, Franco-Sotomayor, Benitez-Medina, Cardenas-Franco, Jim&#x00E9;nez-Pizarro, Cardenas-Franco, Aguirre-Martinez, Orlando, Hermoso de Mendoza and Garcia-Bereguiain.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Castro-Rodriguez, Franco-Sotomayor, Benitez-Medina, Cardenas-Franco, Jim&#x00E9;nez-Pizarro, Cardenas-Franco, Aguirre-Martinez, Orlando, Hermoso de Mendoza and Garcia-Bereguiain</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec id="sec1001">
<title>Introduction</title>
<p>A major sublineage within the <italic>Mycobacterium tuberculosis</italic> (MTB) LAM family characterized by a new in-frame fusion gene Rv3346c/55c was discovered in Rio de Janeiro (Brazil) in 2007, called RD<sup>Rio</sup>, associated to drug resistance. The few studies about prevalence of MTB RD<sup>Rio</sup> strains in Latin America reported values ranging from 3% in Chile to 69.8% in Venezuela, although no information is available for countries like Ecuador.</p>
</sec>
<sec id="sec2001">
<title>Methods</title>
<p>A total of 814&#x2009;MTB isolates from years 2012 to 2016 were screened by multiplex PCR for RD<sup>Rio</sup> identification, followed by 24-loci MIRU-VNTR and spoligotyping.</p>
</sec>
<sec id="sec3001">
<title>Results</title>
<p>A total number of 17 MTB RD<sup>Rio</sup> strains were identified, representing an overall prevalence of 2.09% among MTB strains in Ecuador. While 10.9% of the MTB isolates included in the study were multidrug resistance (MDR), 29.4% (5/17) of the RD<sup>Rio</sup> strains were MDR.</p>
</sec>
<sec id="sec4001">
<title>Discussion</title>
<p>This is the first report of the prevalence of MTB RD<sup>Rio</sup> in Ecuador, where a strong association with MDR was found, but also a very low prevalence compared to other countries in Latin America. It is important to improve molecular epidemiology tools as a part of MTB surveillance programs in Latin America to track the transmission of potentially dangerous MTB stains associated to MDR TB like MTB RD<sup>Rio</sup>.</p>
</sec>
</abstract>
<kwd-group>
<kwd><italic>Mycobacterium tuberculosis</italic></kwd>
<kwd>RD<sup>Rio</sup> subfamily</kwd>
<kwd>Spoligotyping</kwd>
<kwd>MIRU-VNTR</kwd>
<kwd>tuberculosis</kwd>
<kwd>Ecuador</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="53"/>
<page-count count="8"/>
<word-count count="5125"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Infectious Diseases: Epidemiology and Prevention</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<p>Tuberculosis (TB) is one of the leading causes of death from a single infectious agent, ranking just behind the coronavirus (COVID-19) and above HIV-AIDS (<xref ref-type="bibr" rid="ref1">1</xref>). The disease is caused by members of the <italic>Mycobacterium tuberculosis</italic> Complex (MTBC) which are intracellular, rod-shaped, aerobic bacteria with a lipid-rich cell wall structured with mycolic acids that confer specific microbiological characteristics, like resistance to detergents, slow growth, and reaction to acid-fast stain methods. The main mechanism of spreading occurs by aerosols, affecting the lungs (pulmonary TB) and other organs (extrapulmonary TB) (<xref ref-type="bibr" rid="ref1">1</xref>&#x2013;<xref ref-type="bibr" rid="ref3">3</xref>).</p>
<p><italic>Mycobacterium tuberculosis</italic> comprehends a group of seven highly related lineages that infect mainly humans. Global distribution of these lineages differs greatly (<xref ref-type="bibr" rid="ref4">4</xref>). In Latin America, the most frequent MTBC strains belong to the Euro-American lineage 4, which includes the Latin American-Mediterranean sublineage (LAM) (<xref ref-type="bibr" rid="ref5">5</xref>&#x2013;<xref ref-type="bibr" rid="ref21">21</xref>). In Ecuador, there is a single report about population structure of MTBC showing that LAM sublineage is predominant (<xref ref-type="bibr" rid="ref6">6</xref>). Moreover, LAM clonal complex comprised by Ecuadorian and Colombian strains were reported, suggesting transnational transmission of TB (<xref ref-type="bibr" rid="ref6">6</xref>).</p>
<p>The genetic diversity in the MTBC species finds its origins in genomic alterations in targeted mycobacterial segments like region-of-difference (RD) loci that are used as specific markers for <italic>M. tuberculosis</italic> lineages (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>). In 2007, Lazzarini and collaborators applied a deletion-based PCR protocol to a collection of MTBC samples from Rio de Janeiro, Brazil, and identified a new in-frame fusion gene Rv3346c/55c that marks a major sublineage within the LAM family. This long sequence polymorphism results from a homologous recombination deletion between Rv3346c and Rv355c genes located 26.3&#x2009;kb apart (<xref ref-type="bibr" rid="ref22">22</xref>). This LAM variant, called MTB RD<sup>Rio</sup> is associated with multidrug resistance and distributed worldwide (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref24">24</xref>&#x2013;<xref ref-type="bibr" rid="ref27">27</xref>). The prevalence of MTB RD<sup>Rio</sup> varies in Latin America: 30 to 51.9% in Brazil (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref28">28</xref>), 69.8% in Venezuela (<xref ref-type="bibr" rid="ref19">19</xref>), 37% in Colombia (<xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref21">21</xref>, <xref ref-type="bibr" rid="ref29">29</xref>), 31% in Peru (<xref ref-type="bibr" rid="ref21">21</xref>, <xref ref-type="bibr" rid="ref30">30</xref>), 20% in Argentina (<xref ref-type="bibr" rid="ref21">21</xref>), 10% in Paraguay (<xref ref-type="bibr" rid="ref18">18</xref>) and 3% in Chile (<xref ref-type="bibr" rid="ref21">21</xref>). However, there are no reports of the RD<sup>Rio</sup> in Ecuador.</p>
<p>The aim of this study was to address the prevalence, drug resistance profile and population structure the MTB RD<sup>Rio</sup> strains circulating in Ecuador.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<title>Materials and methods</title>
<sec id="sec3">
<title><italic>Mycobacterium tuberculosis</italic> isolates</title>
<p>A collection of 814 <italic>M. tuberculosis</italic> isolates from years 2012 to 2016 stored at &#x201C;Centro Nacional de Referencia para Micobacterias&#x201D; from &#x201C;Instituto Nacional de Salud P&#x00FA;blica e Investigaci&#x00F3;n Leopoldo Izquieta P&#x00E9;rez&#x201D; in Guayaquil (Ecuador) were included in the study (<xref ref-type="fig" rid="fig1">Figure 1</xref>). MTBC isolates are routinely processed at INSPI laboratories, where culture and antibiotic resistance profiling for first-and second-line drugs used in <italic>M. tuberculosis</italic> therapy is performed for MTBC cultures following Pan American Health Organization guidelines (<xref ref-type="bibr" rid="ref31">31</xref>&#x2013;<xref ref-type="bibr" rid="ref33">33</xref>). The samples were previously inactivated and stored for research purposes following the guidelines from this government center. The access to this MTB strains collection was approved by IRBs from &#x201C;Instituto Nacional de Salud P&#x00FA;blica e Investigaci&#x00F3;n Leopoldo Izquieta P&#x00E9;rez&#x201D; and University San Francisco de Quito (code 2017-023IN), both certified by Ministry of Public Health from Ecuador following guidelines from Declaration of Helsinki. All samples were anonymized, and no data of the patients were made available.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Ratio of RD<sup>Rio</sup> isolates in each province of Ecuador (Total of RD<sup>Rio</sup> isolates&#x2009;=&#x2009;17). SDT, Santo Domingo de los Ts&#x00E1;chilas.</p>
</caption>
<graphic xlink:href="fpubh-12-1337357-g001.tif"/>
</fig>
</sec>
<sec id="sec4">
<title><italic>Mycobacterium tuberculosis</italic> heat inactivation and DNA isolation</title>
<p>A small sample from cultures of MTBC isolates was collected and resuspended in TE buffer (10&#x2009;mM Tris-HCl, 1&#x2009;mM EDTA, pH 8.0), then inactivated by boiling at 95&#x00B0;C for 45&#x2009;min. After this process, samples were centrifuged for 5&#x2009;min at 10,000&#x2009;g and the supernatant was directly used for genotyping, as reported elsewhere (<xref ref-type="bibr" rid="ref34">34</xref>, <xref ref-type="bibr" rid="ref35">35</xref>).</p>
</sec>
<sec id="sec5">
<title>PCR screening for MTB RD<sup>Rio</sup></title>
<p>A multiplex PCR developed for the detection of the RD<sup>Rio</sup> pattern was performed using a two set of primers (<xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S1</xref>): (1) a set of primers that target the IS1561&#x2019; fragment, located inside the region between the genes Rv3346c and Rv3355c, and used as a marker for wild type <italic>M. tuberculosis</italic> (530&#x2009;bp); (2) another set of primers is used to flank the RD<sup>Rio</sup> locus and bridge the deletion in RD<sup>Rio</sup> strains (1175&#x2009;bp) (<xref ref-type="bibr" rid="ref36">36</xref>). The PCR reaction was prepared as follows: 12.5&#x2009;&#x03BC;L of GoTaq<sup>&#x00AE;</sup> Green Mastermix (Promega, Wisconsin, United States) (1X), 0.5&#x2009;&#x03BC;L of each primer (0.2&#x2009;&#x03BC;M), 5&#x2009;&#x03BC;L of mycobacterial DNA and completed with Nuclease-Free water to a final volume of 25&#x2009;&#x03BC;L. The multiplex PCR program was established as follows: initial denaturation at 94&#x00B0;C for 3&#x2009;min, 35&#x2009;cycles at 94&#x00B0;C for 30&#x2009;s, 60&#x00B0;C for 30&#x2009;s, 72&#x00B0;C for 1&#x2009;min 30&#x2009;s, and a final extension step of 72&#x00B0;C for 10&#x2009;min. PCR products were run in 1.5%UltraPure<sup>&#x2122;</sup> Agarose (Invitrogen, California, United States) gels of 15&#x2009;cm&#x2009;&#x00D7;&#x2009;10&#x2009;cm in 0.5X Tris-boric acid-EDTA (TBE) buffer at 100&#x2009;V for 2&#x2009;h using a ladder 100&#x2009;bp Plus Opti-DNA Marker (Cat. No.: G016, Applied Biological Materials Inc., British Columbia, Canada) for size determination (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref36">36</xref>).</p>
</sec>
<sec id="sec6">
<title>MTBC strains MIRU-VNTR genotyping</title>
<p>The method is PCR-based and allows the detection of different Mycobacterial Interspersed Repetitive Units (MIRU) located at multiple loci in the MTBC genome. Each MIRU allele is identified by a number; thus generating a numerical profile which is used for genotyping studies (<xref ref-type="bibr" rid="ref35">35</xref>, <xref ref-type="bibr" rid="ref37">37</xref>). The PCR reaction was prepared individually to a final volume of 15&#x2009;&#x03BC;L: 7.5&#x2009;&#x03BC;L of GoTaq<sup>&#x00AE;</sup> Green Mastermix (Promega, Wisconsin, United States) (1X), 0.75&#x2009;&#x03BC;L of MIRU primers (0.5&#x2009;&#x03BC;M) (<xref ref-type="bibr" rid="ref38">38</xref>), 1&#x2009;&#x03BC;L of mycobacterial DNA and completed with Nuclease-Free water. The following PCR program was established for all MIRUs: initial denaturation at 94&#x00B0;C for 5&#x2009;min, 35&#x2009;cycles at 94&#x00B0;C for 1&#x2009;min, 54&#x00B0;C for 1&#x2009;min 30&#x2009;s, 72&#x00B0;C for 1&#x2009;min 30&#x2009;s, and a final extension step of 72&#x00B0;C for 10&#x2009;min. Amplicons were run in 2% UltraPure<sup>&#x2122;</sup> Agarose (Invitrogen, California, United States) gels of 15&#x2009;cm&#x2009;&#x00D7;&#x2009;10&#x2009;cm in 0.5X Tris-boric acid-EDTA (TBE) buffer at 100&#x2009;V for 3&#x2009;h using a ladder 100&#x2009;bp Plus Opti-DNA Marker (Cat. No.: G016, Applied Biological Materials Inc., British Columbia, Canada) for size determination. MIRU allele identification was performed according to Supply et al. (<xref ref-type="bibr" rid="ref38">38</xref>).</p>
<p>Results obtained were analyzed using the MIRU-VNTRplus web application<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref> (<xref ref-type="bibr" rid="ref39">39</xref>). Lineage designation was performed by similarity search using 24-loci MIRU-VNTR data (<xref rid="SM1" ref-type="supplementary-material">Supplementary Data 1</xref>) and calculation of Minimum Spanning Tree (MST) and Neighbour-joining Tree (NJT) was performed to determine the population structure of Ecuadorian <italic>M. tuberculosis</italic> isolates.</p>
</sec>
<sec id="sec7">
<title>MTBC strains spoligotyping</title>
<p>The method is based on the presence/absence of 43 DNA spacer sequences, which are interspersed between 36 conserved loci located in the Direct Repeat (DR) region (<xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref40">40</xref>). Spoligotyping was performed according to Kamerbeek et al. (<xref ref-type="bibr" rid="ref41">41</xref>): PCR amplification of DR loci was performed using DRa and DRb primers and products were biotinylated and hybridized to a membrane containing oligonucleotides for each spacer sequence. After hybridization, the membrane is washed and then incubated in diluted streptavidin-peroxidase conjugate (Roche, United States). Membrane was exposed to chemiluminescent Amersham ECL reagents (GE Healthcare, United Kingdom) and located in an X-Ray cassette on a Hyperfilm ECL (Merck, United States). After the reaction, the film was inserted into a film developer solution in a dark room after which it is moved to the fixer solution. Thereafter, the film is dried and ready for the interpretation of the result. After developing the film a positive/negative signal is recorded in binary or octal formats for genotyping interpretations (<xref rid="SM1" ref-type="supplementary-material">Supplementary Data 1</xref>). The results are compared against the Fourth International Spoligotyping Database (SpolDB4) (<xref ref-type="bibr" rid="ref42">42</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="sec8">
<title>Results</title>
<sec id="sec9">
<title>Prevalence of MTB RDRio isolates in Ecuador</title>
<p>A total of 814 <italic>M. tuberculosis</italic> isolates were analyzed by multiplex PCR for MTB RD<sup>Rio</sup> identification (<xref ref-type="fig" rid="fig1">Figure 1</xref>). Of those, 17 strains generated a band pattern in the electrophoresis gel compatible with MTB RD<sup>Rio</sup> (<xref ref-type="fig" rid="fig1">Figure 1</xref>; <xref ref-type="table" rid="tab1">Table 1</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Figure S1</xref>), representing a 2.09% of the total MTBC population analyzed. Those MTB RD<sup>Rio</sup> strains were assigned to LAM MTB subfamily by MIRU-VNTR (<xref ref-type="table" rid="tab1">Table 1</xref>; <xref ref-type="fig" rid="fig2">Figure 2</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Data 1</xref>). Those 17 isolates were subsequently analyzed by spoligotyping, with 6 strains with undetermined lineage and 11 of them associated to LAM sublineage: five belong to LAM9, one to LAM5-LAM6, two belong to LAM3, one to LAM2 and two were identified as LAM1, according to the SpolDB4 (<xref ref-type="table" rid="tab1">Table 1</xref>; <xref ref-type="fig" rid="fig2">Figure 2</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Data 1</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>MTB RD<sup>Rio</sup> isolates in Ecuador.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">ID</th>
<th align="left" valign="top">Procedence<sup>&#x002A;</sup></th>
<th align="left" valign="top">MIRU-VNTR</th>
<th align="center" valign="top">SITVIT</th>
<th align="left" valign="top">SpolDB4</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">ECU33</td>
<td align="left" valign="top">ESM</td>
<td align="left" valign="top">LAM</td>
<td align="center" valign="top">42</td>
<td align="left" valign="top">LAM9</td>
</tr>
<tr>
<td align="left" valign="top">ECU195</td>
<td align="left" valign="top">GYS</td>
<td align="left" valign="top">LAM</td>
<td align="center" valign="top">1708</td>
<td align="left" valign="top">LAM9</td>
</tr>
<tr>
<td align="left" valign="top">ECU196</td>
<td align="left" valign="top">GYS</td>
<td align="left" valign="top">LAM</td>
<td align="center" valign="top">&#x2013;</td>
<td align="left" valign="top">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="top">ECU197</td>
<td align="left" valign="top">GYS</td>
<td align="left" valign="top">LAM</td>
<td align="center" valign="top">20</td>
<td align="left" valign="top">LAM1</td>
</tr>
<tr>
<td align="left" valign="top">ECU198</td>
<td align="left" valign="top">GYS</td>
<td align="left" valign="top">LAM</td>
<td align="center" valign="top">&#x2013;</td>
<td align="left" valign="top">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="top">ECU199</td>
<td align="left" valign="top">GYS</td>
<td align="left" valign="top">LAM</td>
<td align="center" valign="top">867</td>
<td align="left" valign="top">LAM5-LAM6</td>
</tr>
<tr>
<td align="left" valign="top">ECU200</td>
<td align="left" valign="top">GYS</td>
<td align="left" valign="top">LAM</td>
<td align="center" valign="top">130</td>
<td align="left" valign="top">LAM3</td>
</tr>
<tr>
<td align="left" valign="top">ECU201</td>
<td align="left" valign="top">GYS</td>
<td align="left" valign="top">LAM</td>
<td align="center" valign="top">&#x2013;</td>
<td align="left" valign="top">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="top">ECU202</td>
<td align="left" valign="top">GYS</td>
<td align="left" valign="top">LAM</td>
<td align="center" valign="top">1277</td>
<td align="left" valign="top">LAM9</td>
</tr>
<tr>
<td align="left" valign="top">ECU203</td>
<td align="left" valign="top">GYS</td>
<td align="left" valign="top">LAM</td>
<td align="center" valign="top">130</td>
<td align="left" valign="top">LAM3</td>
</tr>
<tr>
<td align="left" valign="top">ECU204</td>
<td align="left" valign="top">GYS</td>
<td align="left" valign="top">LAM</td>
<td align="center" valign="top">545</td>
<td align="left" valign="top">LAM2</td>
</tr>
<tr>
<td align="left" valign="top">ECU205</td>
<td align="left" valign="top">GYS</td>
<td align="left" valign="top">LAM</td>
<td align="center" valign="top">&#x2013;</td>
<td align="left" valign="top">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="top">ECU206</td>
<td align="left" valign="top">GYS</td>
<td align="left" valign="top">LAM</td>
<td align="center" valign="top">195</td>
<td align="left" valign="top">LAM1</td>
</tr>
<tr>
<td align="left" valign="top">ECU384</td>
<td align="left" valign="top">RIO</td>
<td align="left" valign="top">LAM</td>
<td align="center" valign="top">&#x2013;</td>
<td align="left" valign="top">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="top">ECU394</td>
<td align="left" valign="top">SDT</td>
<td align="left" valign="top">LAM</td>
<td align="center" valign="top">&#x2013;</td>
<td align="left" valign="top">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="top">ECU395</td>
<td align="left" valign="top">SDT</td>
<td align="left" valign="top">LAM</td>
<td align="center" valign="top">42</td>
<td align="left" valign="top">LAM9</td>
</tr>
<tr>
<td align="left" valign="top">ECU405</td>
<td align="left" valign="top">STE</td>
<td align="left" valign="top">LAM</td>
<td align="center" valign="top">42</td>
<td align="left" valign="top">LAM9</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;ESM, Esmeraldas; GYS, Guayas; RIO, Los R&#x00ED;os; SDT, Santo Domingo de los Ts&#x00E1;chilas; STE, Santa Elena.</p>
</table-wrap-foot>
</table-wrap>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Neighbour-joining Tree of Ecuadorian MTB RD<sup>Rio</sup> isolates using 24-loci MIRU-VNTR and Spoligotyping data. Labels use three-letter code to identify province of origin: ESM, Esmeraldas; GYS, Guayas; RIO, Los R&#x00ED;os; SDT, Santo Domingo de los Ts&#x00E1;chilas; STE, Santa Elena.</p>
</caption>
<graphic xlink:href="fpubh-12-1337357-g002.tif"/>
</fig>
<p>Regarding the geographic location of the 17 MTB RD<sup>Rio</sup> strains, all of them were isolated from provinces in the Coastal Region of Ecuador: Guayas, Los Rios, Santo Domingo and Santa Elena (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
</sec>
<sec id="sec10">
<title>Drug resistance profile of MTB RD<sup>Rio</sup> isolates from Ecuador</title>
<p>Drug susceptibility testing of MTB RD<sup>Rio</sup> isolates was performed for first line antibiotics: 8/17 were resistant to isoniazid (47.1%), 1/17 was resistant to streptomycin (5.9%), 6/17 were resistant to rifampicin (35.3%) and no samples showed resistance to ethambutol and pyrazinamide; 9/17 isolates were sensitive to all first-line antibiotics (52.9%). Finally, 5/11 (29.4%) isolates were resistant to isoniazid and rifampicin, that means multi drug resistance (MDR) strains (<xref ref-type="table" rid="tab2">Table 2</xref>). For the whole collection of 814&#x2009;MTB strains included in the study, the MDR strains represented 10.9% (<xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Frequency of MTB RD<sup>Rio</sup> isolates resistant to first-line therapy drugs and prevalence.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Drug Resistance Profile</th>
<th align="center" valign="top">Frequency</th>
<th align="center" valign="top">Prevalence (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Isoniazid resistant</td>
<td align="center" valign="top">8</td>
<td align="char" valign="top" char=".">47.1</td>
</tr>
<tr>
<td align="left" valign="top">Streptomycin resistant</td>
<td align="center" valign="top">1</td>
<td align="char" valign="top" char=".">5.9</td>
</tr>
<tr>
<td align="left" valign="top">Rifampicin resistant</td>
<td align="center" valign="top">6</td>
<td align="char" valign="top" char=".">35.3</td>
</tr>
<tr>
<td align="left" valign="top">Isoniazid&#x2009;+&#x2009;Rifampicin resistant (MDR)</td>
<td align="center" valign="top">5</td>
<td align="char" valign="top" char=".">29.4</td>
</tr>
<tr>
<td align="left" valign="top">Sensible to all tested drugs</td>
<td align="center" valign="top">9</td>
<td align="char" valign="top" char=".">52.9</td>
</tr>
<tr>
<td align="left" valign="top">TOTAL</td>
<td align="center" valign="top" colspan="2">17</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Frequency of Ecuadorian MTB isolates resistant to first-line therapy drugs and prevalence.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Drug Resistance Profile</th>
<th align="center" valign="top">Frequency</th>
<th align="center" valign="top">Prevalence (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Isoniazid resistant</td>
<td align="center" valign="top">165</td>
<td align="char" valign="top" char=".">20.3</td>
</tr>
<tr>
<td align="left" valign="top">Streptomycin resistant</td>
<td align="center" valign="top">62</td>
<td align="char" valign="top" char=".">7.6</td>
</tr>
<tr>
<td align="left" valign="top">Rifampicin resistant</td>
<td align="center" valign="top">102</td>
<td align="char" valign="top" char=".">12.5</td>
</tr>
<tr>
<td align="left" valign="top">Ethambutol resistant</td>
<td align="center" valign="top">9</td>
<td align="char" valign="top" char=".">1.1</td>
</tr>
<tr>
<td align="left" valign="top">Pyrazinamide resistant</td>
<td align="center" valign="top">19</td>
<td align="char" valign="top" char=".">2.3</td>
</tr>
<tr>
<td align="left" valign="top">Isoniazid&#x2009;+&#x2009;Rifampicin resistant (MDR)</td>
<td align="center" valign="top">89</td>
<td align="char" valign="top" char=".">10.9</td>
</tr>
<tr>
<td align="left" valign="top">Sensible to all tested drugs</td>
<td align="center" valign="top">455</td>
<td align="char" valign="top" char=".">55.9</td>
</tr>
<tr>
<td align="left" valign="top">Without information</td>
<td align="center" valign="top">159</td>
<td align="char" valign="top" char=".">19.5</td>
</tr>
<tr>
<td align="left" valign="top">TOTAL</td>
<td align="center" valign="top" colspan="2">814</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec11">
<title>Phylogenetic analysis of MTB RD<sup>Rio</sup> isolates from Ecuador</title>
<p>The population structure of the MTB RD<sup>Rio</sup> isolates was determined through the analysis of 24-loci MIRU-VNTR and spoligotyping using the MIRU-VNTRplus platform (<xref rid="SM1" ref-type="supplementary-material">Supplementary Data 1</xref>), as it is detailed in the Neighbour-Joining Tree (NJT) presented in <xref ref-type="fig" rid="fig2">Figure 2</xref>. Although several spoligotype patters were repeated for 2 or 3 MTB RD<sup>Rio</sup> strains, none of the strains shared the same MIRU-VNTR pattern. Based on total identity in 24 loci for MIRU-VNTR, no actively transmitted MTB RD<sup>Rio</sup> clones were found (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
<p>Additionally, a phylogenetic analysis was done using 12-loci MIRU-VNTR, including all the MTB RD<sup>Rio</sup> strains reported in the bibliography (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref43">43</xref>), as well as the strains identified in the current study for Ecuador. This analysis is detailed in the Minimum Spanning Tree (MST) in the <xref ref-type="fig" rid="fig3">Figure 3</xref>, where the maximum locus difference within a clonal complex was set at 2. MST included 17 MTB RD<sup>Rio</sup> isolates from Ecuador, 8 from Argentina, 31 from Paraguay, 51 from Venezuela and 15 from Brazil. Four clonal complexes of MTB RD<sup>Rio</sup> isolates are well defined in the MST: two clonal complexes comprising isolates exclusively from Ecuador, one clonal complex comprising isolates exclusively from Paraguay, and one large clonal complex including MTB RD<sup>Rio</sup> isolates from Ecuador, Argentina, Brazil, Paraguay and Venezuela. Interestingly, 12 of 17 MTB RD<sup>Rio</sup> strains from Ecuador are well differentiated from strains from the other South American countries.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Minimum Spanning Tree of Latin American RD Rio isolates isolates using 12-loci MIRU-VNTR data. Maximum locus difference within a clonal complex is 2. Labels use three-letter code to identify country of origin (ARG, Argentina; BRA, Brazil; ECU, Ecuador; PAR, Paraguay; VEN, Venezuela).</p>
</caption>
<graphic xlink:href="fpubh-12-1337357-g003.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec12">
<title>Discussion</title>
<p>We found the lowest prevalence of MTB RD<sup>Rio</sup> subfamily described for South America in Ecuador (2.09%), while neighbor countries like Peru and Colombia have an MTB RD<sup>Rio</sup> prevalence over 30% (<xref ref-type="bibr" rid="ref21">21</xref>). Although some biological advantages that improve virulence and transmissibility over other genotypes has been described for MTB RD<sup>Rio</sup> (<xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref44">44</xref>, <xref ref-type="bibr" rid="ref45">45</xref>), this could explain its successful transmission in some countries like Venezuela, Brazil, Peru and Colombia, but not in Ecuador (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref46">46</xref>, <xref ref-type="bibr" rid="ref47">47</xref>). In fact, two recent studies have shown a very limited transnational transmission of MTB between Ecuador, Colombia and Peru that would also explain the low prevalence of MTB RD<sup>Rio</sup> sublineage found in our study (<xref ref-type="bibr" rid="ref48">48</xref>, <xref ref-type="bibr" rid="ref49">49</xref>).</p>
<p>The phylogenetic analysis of MTBC RD<sup>Rio</sup> strains identified in Ecuador suggests a regional cluster associated to provinces in the Coastal Region but with an elevated genetic diversity and lack of active transmission chains. While a single large clonal complex includes MTB RD<sup>Rio</sup> isolates from all South American countries was found, 70% of RD<sup>Rio</sup> strains from Ecuador were clearly segregated in two clonal complexes. Additionally, the high genetic diversity of MTB RD<sup>Rio</sup> strains in Ecuador was also confirmed by the multiple patterns of LAM spoligotypes found in our study.</p>
<p>The RD<sup>Rio</sup> strains from Ecuador were found strongly associated to MDR TB in our study. The reported value of 29.4% MDR strains is clearly over either the 9% of MDR TB estimated for Ecuador for 2017 (<xref ref-type="bibr" rid="ref6">6</xref>) or the 10.9% of MDR TB strains in the collection included in this study. This result points out that MTB RD<sup>Rio</sup> strains should be considered of concern due to their potential to mutate to drug resistance phenotypes (<xref ref-type="bibr" rid="ref21">21</xref>, <xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref50">50</xref>, <xref ref-type="bibr" rid="ref51">51</xref>).</p>
<p>Our study has two main limitations. First, we could only have access to 814&#x2009;MTB strains from the national reference located in Guayaquil, so geographic bias in this collection could happened with over representation of provinces closer to this city. Second, our study was done with samples from years 2012&#x2013;2016, prior to the massive Venezuelan migration that arrived to Ecuador since 2018 following this country economic collapse (<xref ref-type="bibr" rid="ref52">52</xref>, <xref ref-type="bibr" rid="ref53">53</xref>). Considering that the highest prevalence of MTB RD<sup>Rio</sup> in South America has been described for Venezuela (<xref ref-type="bibr" rid="ref19">19</xref>), the current scenario for MTB RD<sup>Rio</sup> prevalence in Ecuador could have changed due to importation of cases and further studies with MTB strains collection from recent years are needed.</p>
<p>In conclusion, we report for the first time the presence of MTB RD<sup>Rio</sup> in Ecuador and its strong association to MDR-TB. We encourage the national surveillance program in Ecuador to follow up the potential expansion of this MTB strains of concern considering the TB burden associated to COVID-19 pandemic and the recent massive regional patters of migration from Venezuela where MTB RD<sup>Rio</sup> is highly present.</p>
</sec>
<sec sec-type="data-availability" id="sec13">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref rid="SM1" ref-type="supplementary-material">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec14">
<title>Author contributions</title>
<p>BC-R: Conceptualization, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. GF-S: Conceptualization, Data curation, Investigation, Methodology, Resources, Supervision, Writing &#x2013; review &#x0026; editing. JB-M: Formal analysis, Methodology, Validation, Writing &#x2013; review &#x0026; editing. GC-F: Data curation, Formal analysis, Investigation, Methodology, Writing &#x2013; review &#x0026; editing. NJ-P: Data curation, Formal analysis, Methodology, Writing &#x2013; review &#x0026; editing. CC-F: Data curation, Formal analysis, Validation, Writing &#x2013; review &#x0026; editing. JA-M: Project administration, Resources, Supervision, Writing &#x2013; review &#x0026; editing. JH: Funding acquisition, Methodology, Resources, Supervision, Validation, Writing &#x2013; review &#x0026; editing. MG-B: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing &#x2013; original draft. SO: Methodology, Resources, Project administration, Writing- review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec15">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. The study was funded by Universidad de Las Am&#x00E9;ricas (MED.MGB.23.01).</p>
</sec>
<sec sec-type="COI-statement" id="sec16">
<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="sec17">
<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/fpubh.2024.1337357/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpubh.2024.1337357/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.xlsx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Image_1.pdf" id="SM2" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<fn id="fn0001">
<p><sup>1</sup><ext-link xlink:href="http://www.miru-vntrplus.org" ext-link-type="uri">www.miru-vntrplus.org</ext-link>
</p>
</fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1.</label>
<citation citation-type="book"><person-group person-group-type="author">
<collab id="coll1">World Health Organization</collab>
</person-group>. <source>Global Tuberculosis Report 2021</source>. <publisher-loc>Geneva</publisher-loc>: (<year>2021</year>).</citation>
</ref>
<ref id="ref2">
<label>2.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Murray</surname> <given-names>PR</given-names></name> <name><surname>Rosenthal</surname> <given-names>KS</given-names></name> <name><surname>Pfaller</surname> <given-names>MA</given-names></name></person-group>. <source>Medical Microbiology</source>. <publisher-loc>Ninth</publisher-loc>: <publisher-name>Elsevier</publisher-name> (<year>2021</year>).</citation>
</ref>
<ref id="ref3">
<label>3.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Madigan</surname> <given-names>MT</given-names></name> <name><surname>Bender</surname> <given-names>KS</given-names></name> <name><surname>Buckley</surname> <given-names>DH</given-names></name> <name><surname>Sattley</surname> <given-names>WM</given-names></name> <name><surname>Stahl</surname> <given-names>DA</given-names></name></person-group>. <source>Brock biology of microorganisms</source>. <publisher-loc>Fifteenth. New York</publisher-loc>: <publisher-name>Pearson Education</publisher-name> (<year>2019</year>).</citation>
</ref>
<ref id="ref4">
<label>4.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Brites</surname> <given-names>D</given-names></name> <name><surname>Gagneux</surname> <given-names>S</given-names></name></person-group>. <article-title>The nature and evolution of genomic diversity in the Mycobacterium tuberculosis complex</article-title>. <person-group person-group-type="editor">
<name><surname>Gagneux</surname> <given-names>S</given-names></name>
</person-group> (ed) <source>Strain variation in the Mycobacterium tuberculosis complex: its role in biology, epidemiology and control</source>. <publisher-loc>Cham</publisher-loc>: <publisher-name>Springer International Publishing</publisher-name>, (<year>2017</year>), <fpage>1</fpage>&#x2013;<lpage>26</lpage></citation>
</ref>
<ref id="ref5">
<label>5.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brynildsrud</surname> <given-names>OB</given-names></name> <name><surname>Pepperell</surname> <given-names>CS</given-names></name> <name><surname>Suffys</surname> <given-names>P</given-names></name> <name><surname>Grandjean</surname> <given-names>L</given-names></name> <name><surname>Monteserin</surname> <given-names>J</given-names></name> <name><surname>Debech</surname> <given-names>N</given-names></name> <etal/></person-group>. <article-title>Global expansion Mycobacterium tuberculosis lineage 4 shaped by colonial migration and local adaptation</article-title>. <source>Sci Adv</source>. (<year>2018</year>) <volume>4</volume>:<fpage>5869</fpage>&#x2013;<lpage>86</lpage>. doi: <pub-id pub-id-type="doi">10.1126/sciadv.aat5869</pub-id></citation>
</ref>
<ref id="ref6">
<label>6.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Garzon-Chavez</surname> <given-names>D</given-names></name> <name><surname>Garcia-Bereguiain</surname> <given-names>MA</given-names></name> <name><surname>Mora-Pinargote</surname> <given-names>C</given-names></name> <name><surname>Granda-Pardo</surname> <given-names>JC</given-names></name> <name><surname>Leon-Benitez</surname> <given-names>M</given-names></name> <name><surname>Franco-Sotomayor</surname> <given-names>G</given-names></name> <etal/></person-group>. <article-title>Population structure and genetic diversity of Mycobacterium tuberculosis in Ecuador</article-title>. <source>Sci Rep</source>. (<year>2020</year>) <volume>10</volume>:<fpage>6237</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-020-62824-z</pub-id>, PMID: <pub-id pub-id-type="pmid">32277077</pub-id></citation>
</ref>
<ref id="ref7">
<label>7.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grandjean</surname> <given-names>L</given-names></name> <name><surname>Iwamoto</surname> <given-names>T</given-names></name> <name><surname>Lithgow</surname> <given-names>A</given-names></name> <name><surname>Gilman</surname> <given-names>RH</given-names></name> <name><surname>Arikawa</surname> <given-names>K</given-names></name> <name><surname>Nakanishi</surname> <given-names>N</given-names></name> <etal/></person-group>. <article-title>The association between Mycobacterium Tuberculosis genotype and drug resistance in Peru</article-title>. <source>PLoS One</source>. (<year>2015</year>) <volume>10</volume>:<fpage>e0126271</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0126271</pub-id>, PMID: <pub-id pub-id-type="pmid">25984723</pub-id></citation>
</ref>
<ref id="ref8">
<label>8.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barletta</surname> <given-names>F</given-names></name> <name><surname>Otero</surname> <given-names>L</given-names></name> <name><surname>Collantes</surname> <given-names>J</given-names></name> <name><surname>Asto</surname> <given-names>B</given-names></name> <name><surname>de Jong</surname> <given-names>BC</given-names></name> <name><surname>Seas</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Genetic variability of Mycobacterium tuberculosis complex in patients with no known risk factors for MDR-TB in the north-eastern part of Lima, Peru</article-title>. <source>BMC Infect Dis</source>. (<year>2013</year>) <volume>13</volume>:<fpage>397</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-2334-13-397</pub-id>, PMID: <pub-id pub-id-type="pmid">23984854</pub-id></citation>
</ref>
<ref id="ref9">
<label>9.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sheen</surname> <given-names>P</given-names></name> <name><surname>Couvin</surname> <given-names>D</given-names></name> <name><surname>Grandjean</surname> <given-names>L</given-names></name> <name><surname>Zimic</surname> <given-names>M</given-names></name> <name><surname>Dominguez</surname> <given-names>M</given-names></name> <name><surname>Luna</surname> <given-names>G</given-names></name> <etal/></person-group>. <article-title>Genetic diversity of Mycobacterium tuberculosis in Peru and exploration of phylogenetic associations with drug resistance</article-title>. <source>PLoS One</source>. (<year>2013</year>) <volume>8</volume>:<fpage>e65873</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0065873</pub-id>, PMID: <pub-id pub-id-type="pmid">23826083</pub-id></citation>
</ref>
<ref id="ref10">
<label>10.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Eldholm</surname> <given-names>V</given-names></name> <name><surname>Monteserin</surname> <given-names>J</given-names></name> <name><surname>Rieux</surname> <given-names>A</given-names></name> <name><surname>Lopez</surname> <given-names>B</given-names></name> <name><surname>Sobkowiak</surname> <given-names>B</given-names></name> <name><surname>Ritacco</surname> <given-names>V</given-names></name> <etal/></person-group>. <article-title>Four decades of transmission of a multidrug-resistant Mycobacterium tuberculosis outbreak strain</article-title>. <source>Nat Commun</source>. (<year>2015</year>) <volume>6</volume>:<fpage>7119</fpage>. doi: <pub-id pub-id-type="doi">10.1038/ncomms8119</pub-id>, PMID: <pub-id pub-id-type="pmid">25960343</pub-id></citation>
</ref>
<ref id="ref11">
<label>11.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Flores-Trevi&#x00F1;o</surname> <given-names>S</given-names></name> <name><surname>Morf&#x00ED;n-Otero</surname> <given-names>R</given-names></name> <name><surname>Rodr&#x00ED;guez-Noriega</surname> <given-names>E</given-names></name> <name><surname>Gonz&#x00E1;lez-D&#x00ED;az</surname> <given-names>E</given-names></name> <name><surname>P&#x00E9;rez-G&#x00F3;mez</surname> <given-names>HR</given-names></name> <name><surname>Bocanegra-Garc&#x00ED;a</surname> <given-names>V</given-names></name> <etal/></person-group>. <article-title>Genetic diversity of Mycobacterium tuberculosis from Guadalajara, Mexico and identification of a rare multidrug resistant Beijing genotype</article-title>. <source>PLoS One</source>. (<year>2015</year>) <volume>10</volume>:<fpage>118095</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0118095</pub-id>, PMID: <pub-id pub-id-type="pmid">25695431</pub-id></citation>
</ref>
<ref id="ref12">
<label>12.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bocanegra-Garc&#x00ED;a</surname> <given-names>V</given-names></name> <name><surname>Garza-Gonz&#x00E1;lez</surname> <given-names>E</given-names></name> <name><surname>Cruz-Pulido</surname> <given-names>WL</given-names></name> <name><surname>Guevara-Molina</surname> <given-names>YL</given-names></name> <name><surname>Cant&#x00FA;-Ram&#x00ED;rez</surname> <given-names>R</given-names></name> <name><surname>Gonz&#x00E1;lez</surname> <given-names>GM</given-names></name> <etal/></person-group>. <article-title>Molecular assessment, drug-resistant profile, and spacer oligonucleotide typing (Spoligotyping) of Mycobacterium tuberculosis strains from Tamaulipas</article-title>. <source>M&#x00E9;xico J Clin Lab Anal</source>. (<year>2014</year>) <volume>28</volume>:<fpage>97</fpage>&#x2013;<lpage>103</lpage>. doi: <pub-id pub-id-type="doi">10.1002/jcla.21650</pub-id>, PMID: <pub-id pub-id-type="pmid">24395541</pub-id></citation>
</ref>
<ref id="ref13">
<label>13.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Soares</surname> <given-names>RO</given-names></name> <name><surname>de Macedo</surname> <given-names>MB</given-names></name> <name><surname>von Groll</surname> <given-names>A</given-names></name> <name><surname>da Silva</surname> <given-names>PE</given-names></name></person-group>. <article-title>Mycobacterium tuberculosis belonging to family LAM and sublineage RD<sup>Rio</sup>: common strains in southern Brazil for over 10 years</article-title>. <source>Braz J Microbiol</source>. (<year>2013</year>) <volume>44</volume>:<fpage>1251</fpage>&#x2013;<lpage>5</lpage>. doi: <pub-id pub-id-type="doi">10.1590/S1517-83822013000400032</pub-id>, PMID: <pub-id pub-id-type="pmid">24688519</pub-id></citation>
</ref>
<ref id="ref14">
<label>14.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>von Groll</surname> <given-names>A</given-names></name> <name><surname>Martin</surname> <given-names>A</given-names></name> <name><surname>Felix</surname> <given-names>C</given-names></name> <name><surname>Prata</surname> <given-names>PFS</given-names></name> <name><surname>Honscha</surname> <given-names>G&#x00C3;</given-names></name> <name><surname>Portaels</surname> <given-names>F&#x00C3;</given-names></name> <etal/></person-group>. <article-title>Fitness study of the RD<sup>Rio</sup> lineage and Latin American&#x00E2; Mediterranean family Ofmycobacterium tuberculosisin the city of Rio Grande, Brazil</article-title>. <source>FEMS Microbiol Index</source>. (<year>2010</year>) <volume>58</volume>:<fpage>119</fpage>&#x2013;<lpage>27</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1574-695X.2009.00611.x</pub-id>, PMID: <pub-id pub-id-type="pmid">19889037</pub-id></citation>
</ref>
<ref id="ref15">
<label>15.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dalla Costa</surname> <given-names>ER</given-names></name> <name><surname>Lazzarini</surname> <given-names>LCO</given-names></name> <name><surname>Perizzolo</surname> <given-names>PF</given-names></name> <name><surname>D&#x00ED;az</surname> <given-names>CA</given-names></name> <name><surname>Spies</surname> <given-names>FS</given-names></name> <name><surname>Costa</surname> <given-names>LL</given-names></name> <etal/></person-group>. <article-title>Mycobacterium tuberculosis of the RD<sup>Rio</sup> genotype is the predominant cause of tuberculosis and associated with multidrug resistance in Porto Alegre City, South Brazil</article-title>. <source>J Clin Microbiol</source>. (<year>2013</year>) <volume>51</volume>:<fpage>1071</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1128/JCM.01511-12</pub-id>, PMID: <pub-id pub-id-type="pmid">23325819</pub-id></citation>
</ref>
<ref id="ref16">
<label>16.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vasconcellos</surname> <given-names>SEG</given-names></name> <name><surname>Acosta</surname> <given-names>CC</given-names></name> <name><surname>Gomes</surname> <given-names>LL</given-names></name> <name><surname>Concei&#x00E7;&#x00E3;o</surname> <given-names>EC</given-names></name> <name><surname>Lima</surname> <given-names>KV</given-names></name> <name><surname>de Araujo</surname> <given-names>MI</given-names></name> <etal/></person-group>. <article-title>Strain classification of Mycobacterium tuberculosis isolates in Brazil based on genotypes obtained by Spoligotyping, mycobacterial interspersed repetitive unit typing and the presence of large sequence and single nucleotide polymorphism</article-title>. <source>PLoS One</source>. (<year>2014</year>) <volume>9</volume>:<fpage>e107747</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0107747</pub-id>, PMID: <pub-id pub-id-type="pmid">25314118</pub-id></citation>
</ref>
<ref id="ref17">
<label>17.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cerezo</surname> <given-names>I</given-names></name> <name><surname>Jim&#x00E9;nez</surname> <given-names>Y</given-names></name> <name><surname>Hernandez</surname> <given-names>J</given-names></name> <name><surname>Zozio</surname> <given-names>T</given-names></name> <name><surname>Murcia</surname> <given-names>MI</given-names></name> <name><surname>Rastogi</surname> <given-names>N</given-names></name></person-group>. <article-title>A first insight on the population structure of Mycobacterium tuberculosis complex as studied by spoligotyping and MIRU-VNTRs in Bogot&#x00E1;, Colombia</article-title>. <source>Infect Genet Evol</source>. (<year>2012</year>) <volume>12</volume>:<fpage>657</fpage>&#x2013;<lpage>63</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.meegid.2011.07.006</pub-id>, PMID: <pub-id pub-id-type="pmid">21784173</pub-id></citation>
</ref>
<ref id="ref18">
<label>18.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>D&#x00ED;az Acosta</surname> <given-names>CC</given-names></name> <name><surname>Russomando</surname> <given-names>G</given-names></name> <name><surname>Candia</surname> <given-names>N</given-names></name> <name><surname>Ritacco</surname> <given-names>V</given-names></name> <name><surname>Vasconcellos</surname> <given-names>SEG</given-names></name> <name><surname>de Berr&#x00EA;do Pinho Moreira</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Exploring the Latin American Mediterranean family and the RD(Rio) lineage in Mycobacterium tuberculosis isolates from Paraguay, Argentina and Venezuela</article-title>. <source>BMC Microbiol</source>. <volume>19</volume>:<fpage>e6</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12866-019-1479-6</pub-id>, PMID: <pub-id pub-id-type="pmid">31195979</pub-id></citation>
</ref>
<ref id="ref19">
<label>19.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>M&#x00E9;ndez</surname> <given-names>MV</given-names></name> <name><surname>Abad&#x00ED;a</surname> <given-names>E</given-names></name> <name><surname>Sequera</surname> <given-names>M</given-names></name> <name><surname>de Waard</surname> <given-names>JH</given-names></name> <name><surname>Takiff</surname> <given-names>HE</given-names></name></person-group>. <article-title>Most LAM Mycobacterium tuberculosis strains in Venezuela, but not SIT605, belong to the RD<sup>Rio</sup> subfamily</article-title>. <source>Infect Genet Evol</source>. (<year>2020</year>) <volume>84</volume>:<fpage>104380</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.meegid.2020.104380</pub-id>, PMID: <pub-id pub-id-type="pmid">32470631</pub-id></citation>
</ref>
<ref id="ref20">
<label>20.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zurita</surname> <given-names>J</given-names></name> <name><surname>Espinel</surname> <given-names>N</given-names></name> <name><surname>Barba</surname> <given-names>P</given-names></name> <name><surname>Ortega-Paredes</surname> <given-names>D</given-names></name> <name><surname>Zurita-Salinas</surname> <given-names>C</given-names></name> <name><surname>Rojas</surname> <given-names>Y</given-names></name> <etal/></person-group>. <article-title>Genetic diversity and drug resistance of Mycobacterium tuberculosis in Ecuador</article-title>. <source>Int J Tuberculosis Lung Disease</source>. (<year>2019</year>) <volume>23</volume>:<fpage>166</fpage>&#x2013;<lpage>73</lpage>. doi: <pub-id pub-id-type="doi">10.5588/ijtld.18.0095</pub-id>, PMID: <pub-id pub-id-type="pmid">30808448</pub-id></citation>
</ref>
<ref id="ref21">
<label>21.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mokrousov</surname> <given-names>I</given-names></name> <name><surname>Vyazovaya</surname> <given-names>A</given-names></name> <name><surname>Iwamoto</surname> <given-names>T</given-names></name> <name><surname>Skiba</surname> <given-names>Y</given-names></name> <name><surname>Pole</surname> <given-names>I</given-names></name> <name><surname>Zhdanova</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Latin-American-Mediterranean lineage of Mycobacterium tuberculosis: human traces across pathogen&#x2019;s phylogeography</article-title>. <source>Mol Phylogenet Evol</source>. (<year>2016</year>) <volume>99</volume>:<fpage>133</fpage>&#x2013;<lpage>43</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ympev.2016.03.020</pub-id>, PMID: <pub-id pub-id-type="pmid">27001605</pub-id></citation>
</ref>
<ref id="ref22">
<label>22.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lazzarini</surname> <given-names>LCO</given-names></name> <name><surname>Huard</surname> <given-names>RC</given-names></name> <name><surname>Boechat</surname> <given-names>NL</given-names></name> <name><surname>Gomes</surname> <given-names>HM</given-names></name> <name><surname>Oelemann</surname> <given-names>MC</given-names></name> <name><surname>Kurepina</surname> <given-names>N</given-names></name> <etal/></person-group>. <article-title>Discovery of a novel Mycobacterium tuberculosis lineage that is a major cause of tuberculosis in Rio de Janeiro</article-title>. <source>Brazil J Clin Microbiol</source>. (<year>2007</year>) <volume>45</volume>:<fpage>3891</fpage>&#x2013;<lpage>902</lpage>. doi: <pub-id pub-id-type="doi">10.1128/JCM.01394-07</pub-id>, PMID: <pub-id pub-id-type="pmid">17898156</pub-id></citation>
</ref>
<ref id="ref23">
<label>23.</label>
<citation citation-type="other"><person-group person-group-type="author"><name><surname>Merker</surname> <given-names>M</given-names></name> <name><surname>Kohl</surname> <given-names>TA</given-names></name> <name><surname>Niemann</surname> <given-names>S</given-names></name> <name><surname>Supply</surname> <given-names>P</given-names></name></person-group> <source>The evolution of strain typing in the Mycobacterium tuberculosis complex</source>. (<year>2017</year>), <fpage>43</fpage>&#x2013;<lpage>78</lpage></citation>
</ref>
<ref id="ref24">
<label>24.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chizimu</surname> <given-names>JY</given-names></name> <name><surname>Solo</surname> <given-names>ES</given-names></name> <name><surname>Bwalya</surname> <given-names>P</given-names></name> <name><surname>Kapalamula</surname> <given-names>TF</given-names></name> <name><surname>Akapelwa</surname> <given-names>ML</given-names></name> <name><surname>Lungu</surname> <given-names>P</given-names></name> <etal/></person-group>. <article-title>Genetic diversity and transmission of multidrug-resistant Mycobacterium tuberculosis strains in Lusaka</article-title>. <source>Zambia Int J Infectious Diseases</source>. (<year>2022</year>) <volume>114</volume>:<fpage>142</fpage>&#x2013;<lpage>50</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ijid.2021.10.044</pub-id></citation>
</ref>
<ref id="ref25">
<label>25.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mokrousov</surname> <given-names>I</given-names></name> <name><surname>Jiao</surname> <given-names>WW</given-names></name> <name><surname>Wan</surname> <given-names>K</given-names></name> <name><surname>Shen</surname> <given-names>A</given-names></name></person-group>. <article-title>Stranger in a strange land: Ibero-American strain of Mycobacterium tuberculosis in Tibet, China</article-title>. <source>Infect Genet Evol</source>. (<year>2014</year>) <volume>26</volume>:<fpage>323</fpage>&#x2013;<lpage>6</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.meegid.2014.06.011</pub-id></citation>
</ref>
<ref id="ref26">
<label>26.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bocanegra-Garc&#x00ED;a</surname> <given-names>V</given-names></name> <name><surname>Cortez-de-la-Fuente</surname> <given-names>LJ</given-names></name> <name><surname>Nakamura-L&#x00F3;pez</surname> <given-names>Y</given-names></name> <name><surname>Gonz&#x00E1;lez</surname> <given-names>GM</given-names></name> <name><surname>Rivera</surname> <given-names>G</given-names></name> <name><surname>Palma-Nicol&#x00E1;s</surname> <given-names>JP</given-names></name></person-group>. <article-title>RD<sup>Rio</sup> Mycobacterium tuberculosis strains associated with isoniazid resistance in northern Mexico</article-title>. <source>Enferm Infecc Microbiol Clin</source>. (<year>2021</year>) <volume>39</volume>:<fpage>399</fpage>&#x2013;<lpage>402</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.eimce.2020.07.010</pub-id>, PMID: <pub-id pub-id-type="pmid">34620474</pub-id></citation>
</ref>
<ref id="ref27">
<label>27.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Huber</surname> <given-names>FD</given-names></name> <name><surname>S&#x00E1;nchez</surname> <given-names>A</given-names></name> <name><surname>Gomes</surname> <given-names>HM</given-names></name> <name><surname>Vasconcellos</surname> <given-names>S</given-names></name> <name><surname>Massari</surname> <given-names>V</given-names></name> <name><surname>Barreto</surname> <given-names>A</given-names></name> <etal/></person-group>. <article-title>Insights into the population structure of Mycobacterium tuberculosis using spoligotyping and RD<sup>Rio</sup> in a southeastern Brazilian prison unit</article-title>. <source>Infect Genet Evol</source>. (<year>2014</year>) <volume>26</volume>:<fpage>194</fpage>&#x2013;<lpage>202</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.meegid.2014.05.031</pub-id></citation>
</ref>
<ref id="ref28">
<label>28.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>de Almeida</surname> <given-names>IN</given-names></name> <name><surname>Vasconcellos</surname> <given-names>SEG</given-names></name> <name><surname>de Assis Figueredo</surname> <given-names>LJ</given-names></name> <name><surname>Dantas</surname> <given-names>NGT</given-names></name> <name><surname>Augusto</surname> <given-names>CJ</given-names></name> <name><surname>Hadaad</surname> <given-names>JPA</given-names></name> <etal/></person-group>. <article-title>Frequency of the Mycobacterium tuberculosis RD<sup>Rio</sup> genotype and its association with multidrug-resistant tuberculosis</article-title>. <source>BMC Infect Dis</source>. (<year>2019</year>) <volume>19</volume>:<fpage>556</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12879-019-4152-7</pub-id>, PMID: <pub-id pub-id-type="pmid">31238885</pub-id></citation>
</ref>
<ref id="ref29">
<label>29.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Puerto</surname> <given-names>G</given-names></name> <name><surname>Erazo</surname> <given-names>L</given-names></name> <name><surname>Wintaco</surname> <given-names>M</given-names></name> <name><surname>Castro</surname> <given-names>C</given-names></name> <name><surname>Rib&#x00F3;n</surname> <given-names>W</given-names></name> <name><surname>Guerrero</surname> <given-names>MI</given-names></name></person-group>. <article-title>Mycobacterium tuberculosis genotypes determined by spoligotyping to be circulating in Colombia between 1999 and 2012 and their possible associations with transmission and susceptibility to first-line drugs</article-title>. <source>PLoS One</source>. (<year>2015</year>) <volume>10</volume>:<fpage>124308</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0124308</pub-id>, PMID: <pub-id pub-id-type="pmid">26066494</pub-id></citation>
</ref>
<ref id="ref30">
<label>30.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Taype</surname> <given-names>CA</given-names></name> <name><surname>Agapito</surname> <given-names>JC</given-names></name> <name><surname>Accinelli</surname> <given-names>RA</given-names></name> <name><surname>Espinoza</surname> <given-names>JR</given-names></name> <name><surname>Godreuil</surname> <given-names>S</given-names></name> <name><surname>Goodman</surname> <given-names>SJ</given-names></name> <etal/></person-group>. <article-title>Genetic diversity, population structure and drug resistance of Mycobacterium tuberculosis in Peru</article-title>. <source>Infect Genet Evol</source>. (<year>2012</year>) <volume>12</volume>:<fpage>577</fpage>&#x2013;<lpage>85</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.meegid.2012.02.002</pub-id>, PMID: <pub-id pub-id-type="pmid">22342744</pub-id></citation>
</ref>
<ref id="ref31">
<label>31.</label>
<citation citation-type="other"><person-group person-group-type="author">
<collab id="coll2">Organizaci&#x00F3;n Panamericana de la Salud, Organizaci&#x00F3;n Mundial de la Salud</collab>
</person-group>. Manual para el Diagn&#x00F3;stico Bacteriol&#x00F3;gico de la Tuberculosis. Normas y Gu&#x00ED;a T&#x00E9;cnica-Parte 2: Cultivo, Available at: <ext-link xlink:href="https://iris.paho.org/handle/10665.2/18616" ext-link-type="uri">https://iris.paho.org/handle/10665.2/18616</ext-link> (<year>2008</year>)</citation>
</ref>
<ref id="ref32">
<label>32.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Franco-Sotomayor</surname> <given-names>G</given-names></name> <name><surname>Rivera-Olivero</surname> <given-names>IA</given-names></name> <name><surname>Leon-Benitez</surname> <given-names>M</given-names></name> <name><surname>Uruchima-Campoverde</surname> <given-names>SE</given-names></name> <name><surname>Cardenas-Franco</surname> <given-names>G</given-names></name> <name><surname>Perdomo-Castro</surname> <given-names>ME</given-names></name> <etal/></person-group>. <article-title>Fast, simple, and cheap: the Kudoh-Ogawa swab method as an alternative to the Petroff&#x2013;Lowenstein-Jensen method for culturing of Mycobacterium tuberculosis</article-title>. <source>J Clin Microbiol</source>. (<year>2020</year>) <volume>58</volume>:<fpage>e19</fpage>. doi: <pub-id pub-id-type="doi">10.1128/JCM.01424-19</pub-id>, PMID: <pub-id pub-id-type="pmid">32024726</pub-id></citation>
</ref>
<ref id="ref33">
<label>33.</label>
<citation citation-type="journal"><person-group person-group-type="author">
<name><surname>Garcia-Bereguiain</surname> <given-names>MA</given-names></name>
</person-group>. <article-title>Kudoh swab method for Mycobacterium tuberculosis culture: looking back to the 70s to fight tuberculosis</article-title>. <source>Int J Mycobacteriol</source>. (<year>2020</year>) <volume>9</volume>:<fpage>229</fpage>&#x2013;<lpage>30</lpage>. doi: <pub-id pub-id-type="doi">10.4103/ijmy.ijmy_66_20</pub-id>, PMID: <pub-id pub-id-type="pmid">32474552</pub-id></citation>
</ref>
<ref id="ref34">
<label>34.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Garzon-Chavez</surname> <given-names>D</given-names></name> <name><surname>Zurita</surname> <given-names>J</given-names></name> <name><surname>Mora-Pinargote</surname> <given-names>C</given-names></name> <name><surname>Franco-Sotomayor</surname> <given-names>G</given-names></name> <name><surname>Leon-Benitez</surname> <given-names>M</given-names></name> <name><surname>Granda-Pardo</surname> <given-names>JC</given-names></name> <etal/></person-group>. <article-title>Prevalence, drug resistance, and genotypic diversity of the Mycobacterium tuberculosis Beijing family in Ecuador</article-title>. <source>Microb Drug Resist</source>. (<year>2019</year>) <volume>25</volume>:<fpage>931</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1089/mdr.2018.0429</pub-id>, PMID: <pub-id pub-id-type="pmid">30883259</pub-id></citation>
</ref>
<ref id="ref35">
<label>35.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mora-Pinargote</surname> <given-names>C</given-names></name> <name><surname>Garzon-Chavez</surname> <given-names>D</given-names></name> <name><surname>Franco-Sotomayor</surname> <given-names>G</given-names></name> <name><surname>Leon-Benitez</surname> <given-names>M</given-names></name> <name><surname>Granda-Pardo</surname> <given-names>JC</given-names></name> <name><surname>Trueba</surname> <given-names>G</given-names></name> <etal/></person-group>. <article-title>Country-wide rapid screening for the Mycobacterium tuberculosis Beijing sublineage in Ecuador using a single-nucleotide polymorphism-polymerase chain reaction method</article-title>. <source>Int J Mycobacteriol</source>. (<year>2019</year>) <volume>8</volume>:<fpage>366</fpage>&#x2013;<lpage>70</lpage>. doi: <pub-id pub-id-type="doi">10.4103/ijmy.ijmy_132_19</pub-id>, PMID: <pub-id pub-id-type="pmid">31793507</pub-id></citation>
</ref>
<ref id="ref36">
<label>36.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gibson</surname> <given-names>AL</given-names></name> <name><surname>Huard</surname> <given-names>RC</given-names></name> <name><surname>Gey van Pittius</surname> <given-names>NC</given-names></name> <name><surname>Lazzarini</surname> <given-names>LCO</given-names></name> <name><surname>Driscoll</surname> <given-names>J</given-names></name> <name><surname>Kurepina</surname> <given-names>N</given-names></name> <etal/></person-group>. <article-title>Application of sensitive and specific molecular methods to uncover global dissemination of the major RD<sup>Rio</sup> sublineage of the Latin American-Mediterranean Mycobacterium tuberculosis spoligotype family</article-title>. <source>J Clin Microbiol</source>. (<year>2008</year>) <volume>46</volume>:<fpage>1259</fpage>&#x2013;<lpage>67</lpage>. doi: <pub-id pub-id-type="doi">10.1128/JCM.02231-07</pub-id>, PMID: <pub-id pub-id-type="pmid">18234868</pub-id></citation>
</ref>
<ref id="ref37">
<label>37.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Supply</surname> <given-names>P</given-names></name> <name><surname>Allix</surname> <given-names>C</given-names></name> <name><surname>Lesjean</surname> <given-names>S</given-names></name> <name><surname>Cardoso-Oelemann</surname> <given-names>M</given-names></name> <name><surname>R&#x00FC;sch-Gerdes</surname> <given-names>S</given-names></name> <name><surname>Willery</surname> <given-names>E</given-names></name> <etal/></person-group>. <article-title>Proposal for standardization of optimized mycobacterial interspersed repetitive unit-variable-number tandem repeat typing of Mycobacterium tuberculosis</article-title>. <source>J Clin Microbiol</source>. (<year>2006</year>) <volume>44</volume>:<fpage>4498</fpage>&#x2013;<lpage>510</lpage>. doi: <pub-id pub-id-type="doi">10.1128/JCM.01392-06</pub-id></citation>
</ref>
<ref id="ref38">
<label>38.</label>
<citation citation-type="other"><person-group person-group-type="author">
<name><surname>Supply</surname> <given-names>P.</given-names></name>
</person-group>, Multilocus variable number tandem repeat genotyping of Mycobacterium tuberculosis technical guide, Available at: <ext-link xlink:href="https://www.researchgate.net/publication/265990159" ext-link-type="uri">https://www.researchgate.net/publication/265990159</ext-link> (<year>2014</year>)</citation>
</ref>
<ref id="ref39">
<label>39.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Allix-B&#x00E9;guec</surname> <given-names>C</given-names></name> <name><surname>Harmsen</surname> <given-names>D</given-names></name> <name><surname>Weniger</surname> <given-names>T</given-names></name> <name><surname>Supply</surname> <given-names>P</given-names></name> <name><surname>Niemann</surname> <given-names>S</given-names></name></person-group>. <article-title>Evaluation and strategy for use of MIRU-VNTRplus, a multifunctional database for online analysis of genotyping data and phylogenetic identification of Mycobacterium tuberculosis complex isolates</article-title>. <source>J Clin Microbiol</source>. (<year>2008</year>) <volume>46</volume>:<fpage>2692</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1128/JCM.00540-08</pub-id>, PMID: <pub-id pub-id-type="pmid">18550737</pub-id></citation>
</ref>
<ref id="ref40">
<label>40.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Coll</surname> <given-names>P</given-names></name> <name><surname>Garc&#x00ED;a de Viedma</surname> <given-names>D</given-names></name></person-group>. <article-title>Epidemiolog&#x00ED;a molecular de la tuberculosis</article-title>. <source>Enferm Infecc Microbiol Clin</source>. (<year>2018</year>) <volume>36</volume>:<fpage>233</fpage>&#x2013;<lpage>40</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.eimc.2018.01.001</pub-id>, PMID: <pub-id pub-id-type="pmid">29463429</pub-id></citation>
</ref>
<ref id="ref41">
<label>41.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kamerbeek</surname> <given-names>J</given-names></name> <name><surname>Schouls</surname> <given-names>L</given-names></name> <name><surname>Kolk</surname> <given-names>A</given-names></name> <name><surname>van Agterveld</surname> <given-names>M</given-names></name> <name><surname>van Soolingen</surname> <given-names>D</given-names></name> <name><surname>Kuijper</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Simultaneous detection and strain differentiation of Mycobacterium tuberculosis for diagnosis and epidemiology</article-title>. <source>J Clin Microbiol</source>. (<year>1997</year>) <volume>35</volume>:<fpage>907</fpage>&#x2013;<lpage>14</lpage>. doi: <pub-id pub-id-type="doi">10.1128/jcm.35.4.907-914.1997</pub-id>, PMID: <pub-id pub-id-type="pmid">9157152</pub-id></citation>
</ref>
<ref id="ref42">
<label>42.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brudey</surname> <given-names>K</given-names></name> <name><surname>Driscoll</surname> <given-names>JR</given-names></name> <name><surname>Rigouts</surname> <given-names>L</given-names></name> <name><surname>Prodinger</surname> <given-names>WM</given-names></name> <name><surname>Gori</surname> <given-names>A</given-names></name> <name><surname>al-Hajoj</surname> <given-names>SA</given-names></name> <etal/></person-group>. <article-title>Mycobacterium tuberculosis complex genetic diversity: mining the fourth international spoligotyping database (SpolDB4) for classification, population genetics and epidemiology</article-title>. <source>BMC Microbiol</source>. <volume>6</volume>:<fpage>e23</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-2180-6-23</pub-id>, PMID: <pub-id pub-id-type="pmid">16519816</pub-id></citation>
</ref>
<ref id="ref43">
<label>43.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>de Almeida</surname> <given-names>AL</given-names></name> <name><surname>Scodro</surname> <given-names>RB</given-names></name> <name><surname>de Carvalho</surname> <given-names>HC</given-names></name> <name><surname>Costacurta</surname> <given-names>GF</given-names></name> <name><surname>Baldin</surname> <given-names>VP</given-names></name> <name><surname>NCS</surname> <given-names>S</given-names></name></person-group>. <article-title>RD Rio Mycobacterium tuberculosis lineage in the Brazil/Paraguay/Argentina triple border</article-title>. <source>Tuberculosis</source>. (<year>2018</year>) <volume>110</volume>:<fpage>68</fpage>&#x2013;<lpage>78</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.tube.2018.03.008</pub-id>, PMID: <pub-id pub-id-type="pmid">29779776</pub-id></citation>
</ref>
<ref id="ref44">
<label>44.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Reynaud</surname> <given-names>Y</given-names></name> <name><surname>Millet</surname> <given-names>J</given-names></name> <name><surname>Rastogi</surname> <given-names>N</given-names></name></person-group>. <article-title>Genetic structuration, demography and evolutionary history of mycobacterium tuberculosis LAM9 sublineage in the Americas as two distinct subpopulations revealed by Bayesian analyses</article-title>. <source>PLoS One</source>. <volume>10</volume>:<fpage>140911</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0140911</pub-id></citation>
</ref>
<ref id="ref45">
<label>45.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dalla Costa</surname> <given-names>ER</given-names></name> <name><surname>Ribeiro</surname> <given-names>MO</given-names></name> <name><surname>Silva</surname> <given-names>MS</given-names></name> <name><surname>Arnold</surname> <given-names>LS</given-names></name> <name><surname>Rostirolla</surname> <given-names>DC</given-names></name> <name><surname>Cafrune</surname> <given-names>PI</given-names></name> <etal/></person-group>. <article-title>Correlations of mutations in katG, oxyR-ahpC and inhA genes and in vitro susceptibility in Mycobacterium tuberculosis clinical strains segregated by spoligotype families from tuberculosis prevalent countries in South America</article-title>. <source>BMC Microbiol</source>. (<year>2009</year>) <volume>9</volume>:<fpage>e39</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-2180-9-39</pub-id>, PMID: <pub-id pub-id-type="pmid">19228426</pub-id></citation>
</ref>
<ref id="ref46">
<label>46.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moraes</surname> <given-names>EB</given-names></name> <name><surname>Slompo</surname> <given-names>L</given-names></name> <name><surname>Finardi</surname> <given-names>AJ</given-names></name> <name>
<surname>Silveira</surname>
</name> <name><surname>Ruiz</surname> <given-names>L</given-names></name> <name><surname>Gomes</surname> <given-names>HM</given-names></name> <etal/></person-group>., <article-title>Tuberculosis associated factors caused by Mycobacterium tuberculosis of the RD<sup>Rio</sup> genotype</article-title>. <source>Mem Inst Oswaldo Cruz</source> (<year>2017</year>); <volume>112</volume>: <fpage>182</fpage>&#x2013;<lpage>187</lpage>, doi: <pub-id pub-id-type="doi">10.1590/0074-02760160347</pub-id>, PMID: <pub-id pub-id-type="pmid">28225901</pub-id></citation>
</ref>
<ref id="ref47">
<label>47.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mokrousov</surname> <given-names>I</given-names></name> <name><surname>Vyazovaya</surname> <given-names>A</given-names></name> <name><surname>Narvskaya</surname> <given-names>O</given-names></name></person-group>. <article-title>Mycobacterium tuberculosis Latin American-Mediterranean family and its sublineages in the light of robust evolutionary markers</article-title>. <source>J Bacteriol</source>. (<year>2014</year>) <volume>196</volume>:<fpage>1833</fpage>&#x2013;<lpage>41</lpage>. doi: <pub-id pub-id-type="doi">10.1128/JB.01485-13</pub-id>, PMID: <pub-id pub-id-type="pmid">24584500</pub-id></citation>
</ref>
<ref id="ref48">
<label>48.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Castro-Rodriguez</surname> <given-names>B</given-names></name> <name><surname>Le&#x00F3;n-Ord&#x00F3;&#x00F1;ez</surname> <given-names>K</given-names></name> <name><surname>Franco-Sotomayor</surname> <given-names>G</given-names></name> <name><surname>Ben&#x00ED;tez-Medina</surname> <given-names>JM</given-names></name> <name><surname>Jim&#x00E9;nez-Pizarro</surname> <given-names>N</given-names></name> <name><surname>C&#x00E1;rdenas-Franco</surname> <given-names>G</given-names></name> <etal/></person-group>. <article-title>Population structure of Mycobacterium tuberculosis in El Oro: a first insight into Ecuador-Peru tuberculosis transmission</article-title>. <source>J Infect Public Health</source>. (<year>2024</year>) <volume>17</volume>:<fpage>527</fpage>&#x2013;<lpage>34</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jiph.2024.01.015</pub-id>, PMID: <pub-id pub-id-type="pmid">38310744</pub-id></citation>
</ref>
<ref id="ref49">
<label>49.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Castro-Rodriguez</surname> <given-names>B</given-names></name> <name><surname>Espinoza-Andrade</surname> <given-names>S</given-names></name> <name><surname>Franco-Sotomayor</surname> <given-names>G</given-names></name> <name><surname>Ben&#x00ED;tez-Medina</surname> <given-names>JM</given-names></name> <name><surname>Jim&#x00E9;nez-Pizarro</surname> <given-names>N</given-names></name> <name><surname>C&#x00E1;rdenas-Franco</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>A first insight into tuberculosis transmission at the border of Ecuador and Colombia: a retrospective study of the population structure of Mycobacterium tuberculosis in Esmeraldas province</article-title>. <source>Front Public Health</source>. (<year>2024</year>) <volume>12</volume>:<fpage>1343350</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpubh.2024.1343350</pub-id>, PMID: <pub-id pub-id-type="pmid">38384875</pub-id></citation>
</ref>
<ref id="ref50">
<label>50.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alame Emane</surname> <given-names>AK</given-names></name> <name><surname>Guo</surname> <given-names>X</given-names></name> <name><surname>Takiff</surname> <given-names>HE</given-names></name> <name><surname>Liu</surname> <given-names>S</given-names></name></person-group>. <article-title>Highly transmitted M. tuberculosis strains are more likely to evolve MDR/XDR and cause outbreaks, but what makes them highly transmitted?</article-title> <source>Tuberculosis</source>. (<year>2021</year>) <volume>129</volume>:<fpage>102092</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.tube.2021.102092</pub-id>, PMID: <pub-id pub-id-type="pmid">34102584</pub-id></citation>
</ref>
<ref id="ref51">
<label>51.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ford</surname> <given-names>CB</given-names></name> <name><surname>Shah</surname> <given-names>RR</given-names></name> <name><surname>Maeda</surname> <given-names>MK</given-names></name> <name><surname>Gagneux</surname> <given-names>S</given-names></name> <name><surname>Murray</surname> <given-names>MB</given-names></name> <name><surname>Cohen</surname> <given-names>T</given-names></name> <etal/></person-group>. <article-title>Mycobacterium tuberculosis mutation rate estimates from different lineages predict substantial differences in the emergence of drug-resistant tuberculosis</article-title>. <source>Nat Genet</source>. (<year>2013</year>) <volume>45</volume>:<fpage>784</fpage>&#x2013;<lpage>90</lpage>. doi: <pub-id pub-id-type="doi">10.1038/ng.2656</pub-id>, PMID: <pub-id pub-id-type="pmid">23749189</pub-id></citation>
</ref>
<ref id="ref52">
<label>52.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Arenas-Suarez</surname> <given-names>NE</given-names></name> <name><surname>Cuervo</surname> <given-names>LI</given-names></name> <name><surname>Avila</surname> <given-names>EF</given-names></name> <name><surname>Duitama-Leal</surname> <given-names>A</given-names></name> <name><surname>Pineda-Pe&#x00F1;a</surname> <given-names>AC</given-names></name></person-group>. <article-title>The impact of immigration on tuberculosis and HIV burden between Colombia and Venezuela and across frontier regions</article-title>. <source>Cad Saude Publica</source>. (<year>2021</year>) <volume>37</volume>:<fpage>e00078820</fpage>. doi: <pub-id pub-id-type="doi">10.1590/0102-311X00078820</pub-id>, PMID: <pub-id pub-id-type="pmid">34076096</pub-id></citation>
</ref>
<ref id="ref53">
<label>53.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Woodman</surname> <given-names>M</given-names></name> <name><surname>Haeusler</surname> <given-names>I</given-names></name> <name><surname>Grandjean</surname> <given-names>L</given-names></name></person-group>. <article-title>Tuberculosis genetic epidemiology: a Latin American perspective</article-title>. <source>Genes (Basel)</source>. (<year>2019</year>) <volume>10</volume>:<fpage>53</fpage>. doi: <pub-id pub-id-type="doi">10.3390/genes10010053</pub-id>, PMID: <pub-id pub-id-type="pmid">30654542</pub-id></citation>
</ref>
</ref-list>
</back>
</article>