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<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" article-type="research-article"><?properties open_access?><front><journal-meta><journal-id journal-id-type="nlm-ta">Ann Lab Med</journal-id><journal-id journal-id-type="iso-abbrev">Ann Lab Med</journal-id><journal-id journal-id-type="publisher-id">ALM</journal-id><journal-title-group><journal-title>Annals of Laboratory Medicine</journal-title></journal-title-group><issn pub-type="ppub">2234-3806</issn><issn pub-type="epub">2234-3814</issn><publisher><publisher-name>The Korean Society for Laboratory Medicine</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="pmid">31650730</article-id><article-id pub-id-type="pmc">6821996</article-id><article-id pub-id-type="doi">10.3343/alm.2020.40.2.142</article-id><article-categories><subj-group subj-group-type="heading"><subject>Original Article</subject><subj-group subj-group-type="subheading"><subject>Clinical Microbiology</subject></subj-group></subj-group></article-categories><title-group><article-title>Evaluation of the QuantaMatrix Multiplexed Assay Platform for Molecular Diagnosis of Multidrug- and Extensively Drug-Resistant Tuberculosis Using Clinical Strains Isolated in Myanmar</article-title></title-group><contrib-group><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="true">https://orcid.org/0000-0003-1857-1955</contrib-id><name><surname>Chang</surname><given-names>Yunhee</given-names></name><degrees>B.S.</degrees><xref ref-type="aff" rid="A1-alm-40-142">1</xref></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="true">https://orcid.org/0000-0002-0071-3954</contrib-id><name><surname>Kim</surname><given-names>Seoyong</given-names></name><degrees>B.S.</degrees><xref ref-type="aff" rid="A1-alm-40-142">1</xref></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="true">https://orcid.org/0000-0002-5584-3318</contrib-id><name><surname>Kim</surname><given-names>Yeun</given-names></name><degrees>Ph.D.</degrees><xref ref-type="aff" rid="A1-alm-40-142">1</xref></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="true">https://orcid.org/0000-0002-2486-3260</contrib-id><name><surname>Ei</surname><given-names>Phyu Win</given-names></name><degrees>Ph.D.</degrees><xref ref-type="aff" rid="A1-alm-40-142"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="true">https://orcid.org/0000-0002-3426-8932</contrib-id><name><surname>Hwang</surname><given-names>Dasom</given-names></name><degrees>B.S.</degrees><xref ref-type="aff" rid="A1-alm-40-142">1</xref></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="true">https://orcid.org/0000-0002-4340-9856</contrib-id><name><surname>Lee</surname><given-names>Jongseok</given-names></name><degrees>Ph.D.</degrees><xref ref-type="aff" rid="A2-alm-40-142">2</xref></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="true">https://orcid.org/0000-0001-9117-4919</contrib-id><name><surname>Chang</surname><given-names>Chulhun L</given-names></name><degrees>M.D.</degrees><degrees>Ph.D.</degrees><xref ref-type="aff" rid="A3-alm-40-142">3</xref></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid" authenticated="true">https://orcid.org/0000-0003-1572-5250</contrib-id><name><surname>Lee</surname><given-names>Hyeyoung</given-names></name><degrees>Ph.D.</degrees><xref ref-type="aff" rid="A1-alm-40-142">1</xref></contrib></contrib-group><aff id="A1-alm-40-142"><label>1</label>Department of Biomedical Laboratory Science, College of Health Sciences, Yonsei University, Wonju, <country>Korea</country>.</aff><aff id="A2-alm-40-142"><label>2</label>International Tuberculosis Research Center, Changwon, <country>Korea</country>.</aff><aff id="A3-alm-40-142"><label>3</label>Department of Laboratory Medicine, Pusan National University Yangsan Hospital, Yangsan, <country>Korea</country>.</aff><author-notes><corresp>Corresponding author: Hyeyoung Lee, Ph.D. Department of Biomedical Laboratory Science, College of Health Sciences, Yonsei University, 1 Yeonsedae-gil, Wonju 26493, Korea. Tel: +82-33-760-2740, Fax: +82-33-760-2561, <email>Hyelee@yonsei.ac.kr</email></corresp></author-notes><pub-date pub-type="ppub"><month>3</month><year>2020</year></pub-date><pub-date pub-type="epub"><day>23</day><month>10</month><year>2019</year></pub-date><volume>40</volume><issue>2</issue><fpage>142</fpage><lpage>147</lpage><history><date date-type="received"><day>28</day><month>5</month><year>2019</year></date><date date-type="rev-recd"><day>06</day><month>8</month><year>2019</year></date><date date-type="accepted"><day>11</day><month>10</month><year>2019</year></date></history><permissions><copyright-statement>&#xA9; The Korean Society for Laboratory Medicine</copyright-statement><copyright-year>2020</copyright-year><copyright-holder>The Korean Society for Laboratory Medicine</copyright-holder><license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by-nc/4.0/"><license-p>This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (<ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by-nc/4.0/">http://creativecommons.org/licenses/by-nc/4.0/</ext-link>) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p></license></permissions><abstract><sec><title>Background</title><p>Although the incidence of tuberculosis (TB) is decreasing, cases of multidrug-resistant (MDR) TB and extensively drug-resistant (XDR) TB continue to increase. As conventional phenotype drug susceptibility testing (pDST) takes six to eight weeks, molecular assays are widely used to determine drug resistance. we developed QuantaMatrix Multiplexed Assay Platform (QMAP) MDR/XDR assay (QuantaMatrix Inc., Seoul, Korea) that can simultaneously detect mutations related to both first- and second-line drug resistance (rifampin, isoniazid, ethambutol, fluoroquinolones, second-line injectable drugs, and streptomycin).</p></sec><sec><title>Methods</title><p>We used 190 clinical <italic>Mycobacterium tuberculosis</italic> (MTB) strains isolated from Myanmar, compared QMAP and pDST results, and determined concordance rates. Additionally, we performed sequence analyses for discordant results.</p></sec><sec><title>Results</title><p>QMAP results were 87.9% (167/190) concordant with pDST results. In the 23 isolates with discordant results, the QMAP and DNA sequencing results completely matched.</p></sec><sec><title>Conclusions</title><p>The QMAP MDR/XDR assay can detect all known DNA mutations associated with drug resistance for both MDR- and XDR-MTB strains. It can be used for molecular diagnosis of MDR- and XDR-TB to rapidly initiate appropriate anti-TB drug therapy.</p></sec></abstract><kwd-group><kwd><italic>Mycobacterium tuberculosis</italic></kwd><kwd>Multidrug-resistant tuberculosis</kwd><kwd>Extensively drug-resistant tuberculosis</kwd><kwd>QuantaMatrix Multiplexed Assay Platform</kwd></kwd-group><funding-group><award-group><funding-source><institution-wrap><institution>National Research Foundation of Korea</institution><institution-id institution-id-type="CrossRef">https://doi.org/10.13039/501100003725</institution-id></institution-wrap></funding-source><award-id>NRF-2016S1A5B8925203</award-id></award-group></funding-group></article-meta></front><body><sec sec-type="intro"><title>INTRODUCTION</title><p>Tuberculosis (TB), caused by <italic>Mycobacterium tuberculosis</italic> (MTB) infection, is the ninth highest cause of death worldwide. There are an estimated 10 million cases of TB globally, with 1.6 million TB-associated deaths per year [<xref rid="B1-alm-40-142" ref-type="bibr">1</xref><xref rid="B2-alm-40-142" ref-type="bibr">2</xref>]. Although the incidence of TB is decreasing by 2% every year, its prevalence and mortality rate remain high, necessitating comprehensive efforts for eradication [<xref rid="B2-alm-40-142" ref-type="bibr">2</xref>].</p><p>Multidrug-resistant (MDR) TB and extensively drug-resistant (XDR) TB are of particular concern as they are difficult to treat. MDR-MTB exhibits resistance to two of the most important first-line drugs, rifampin (RIF) and isoniazid (INH), while XDR-MTB demonstrates resistance to RIF and INH, as well as to at least one fluoroquinolone (FQ) and at least one second-line injectable drug (SLID; kanamycin, amikacin, and capreomycin) [<xref rid="B3-alm-40-142" ref-type="bibr">3</xref>]. Treatment success rates for MDR-TB and XDR-TB are low, at 54% and 30%, respectively&#x2014;and they are the main obstacles in TB eradication [<xref rid="B1-alm-40-142" ref-type="bibr">1</xref>]. Therefore, rapid determination of the drug susceptibility of the TB-causing bacteria is important to ensure appropriate treatment.</p><p>Drug susceptibility testing (DST), used to select appropriate drugs, is a culture-based method and requires approximately six to eight weeks for completion [<xref rid="B4-alm-40-142" ref-type="bibr">4</xref>]. To overcome the limitations of conventional assays, DST based on molecular diagnostic assays has been developed. For example, GenoType MTBDR<italic>plus</italic> (Hain Lifescience, Nehren, Germany) and GenoType MTBDR<italic>sl</italic> (Hain Lifescience) are employed for the rapid identification of gene mutations related to MDR- and XDR-MTB using a line probe assay, while GeneXpert MTB/RIF (Cepheid AB, Solna, Sweden) is used to determine RIF resistance by real-time PCR [<xref rid="B5-alm-40-142" ref-type="bibr">5</xref>].</p><p>Recently, QuantaMatrix Inc. (Seoul, Korea) developed the QuantaMatrix Multiplexed Assay Platform (QMAP), which utilizes magnetic micro-particles and a reverse hybridization assay. In QMAP, a probe for a specific gene is combined with a barcoded magnetic micro-particle, which is a carboxyl-functionalized magnetic disk with a 50-&#xB5;m-thick silica-coated surface and a graphical barcode that allows &gt;100-plex coding capacity in high-throughput analysis [<xref rid="B6-alm-40-142" ref-type="bibr">6</xref>]. Each probe enables the capture of PCR products with a complementary sequence and then emits fluorescence. A 100-plex capacity in a single microwell system allows the testing of 100 types of pathogens in one microwell with one sample. Previously, we developed an assay for detecting MDR-MTB based on QMAP and evaluated the utility of the assay using strains isolated from TB patients in Korea [<xref rid="B7-alm-40-142" ref-type="bibr">7</xref>].</p><p>We have now developed a more sophisticated QMAP MDR/XDR assay by adding a probe to identify genetic mutations associated with resistance to ethambutol (EMB), streptomycin (SM), FQ, and SLID in addition to RIF and INH. This molecular assay can simultaneously detect MDR- and XDR-MTB within six hrs. We evaluated the utility of this assay using clinical strains isolated from TB patients in Myanmar, which is among the 22 countries with the highest TB burden and is included in the global list of 27 countries with a high incidence of MDR-TB [<xref rid="B8-alm-40-142" ref-type="bibr">8</xref>].</p></sec><sec sec-type="methods"><title>METHODS</title><sec><title>Clinical isolates</title><p>A total of 190 MTB strains isolated from sputum samples of patients were collected from the National Tuberculosis Reference Laboratory (NTRL) in Yangon and the Upper Myanmar TB Laboratory (UMTL) in Patheingyi, Myanmar, from 2015 to 2016. Samples from patients suspected of having MDR-TB (113 from NTRL, and 77 from UMTL) were tested with the GeneXpert MTB/RIF assay, and positive samples were cultured in Ogawa egg slant medium to isolate MTB strains. This retrospective study was approved by the Ethics Review Committee of the Department of Medical Research in Yangon, Myanmar (Ethics/DMR/2016/101).</p></sec><sec><title>DNA extraction from clinical isolates</title><p>Genomic DNA was extracted at the International Tuberculosis Research Center (ITRC, Changwon, Korea) using a simple boiling method with some modifications [<xref rid="B9-alm-40-142" ref-type="bibr">9</xref>]. Briefly, the cultured colonies were suspended in 1 mL distilled water in an Eppendorf tube using a loop and heated at 99&#x2103; for 20 minutes with vortexing at 5 minutes intervals. The tube was then centrifuged at 12,000 &#xD7;<italic>g</italic>, 23&#x2103; for 5 minutes and the supernatant was removed and stored at 4&#x2103; until used in the QMAP MDR/XDR assay.</p></sec><sec><title>QMAP MDR/XDR assay</title><p>Three oligonucleotide probes specific to the genus <italic>Mycobacterium</italic> and 65 drug resistance-related gene probes were synthesized to detect MDR- and XDR-MTB (<xref rid="T1-alm-40-142" ref-type="table">Table 1</xref>). Each probe was combined with a carboxyl-functionalized magnetic microdisk (QuantaMatrix Inc.). To amplify 11 target areas simultaneously, primers specific to biotin-attached species-specific areas and drug resistance-related areas were prepared and used for multiplex PCR. The PCR reactions consisted of 10 &#xB5;L of AccuPower Multiplex PCR PreMix (Bioneer, Daejeon, Korea), 5 &#xB5;L of the primer mixture, 1 &#xB5;L of internal control, and 2 &#xB5;L of molecular biology-grade water (GE Healthcare Life Sciences Korea, Seoul, Korea). PCR conditions were as follows: the mixture was denatured at 94&#x2103; for 5 minutes, followed by 45 cycles of 94&#x2103; for 20 seconds, 65&#x2103; for 1 minute, and 72&#x2103; for 5 minutes. The products were denatured at 25&#x2103; for 5 minutes by adding 10 &#xB5;L of 2&#xD7;denaturation solution (QuantaMatrix Inc.) to 10 &#xB5;L of the biotinylated PCR products. The resulting solution was diluted with 50 &#xB5;L of hybridization solution and dispensed onto a glass MatriPlate (Brooks, Chelmsford, MA, USA). The denatured (single-stranded) PCR products were combined with the probe attached to the microdisk with INCUBATOR-micro mixer (FINEPCR, Gunpo, Korea) at 650 rpm and 35&#x2103; for 30 minutes. The microdisks were washed three times with 100 &#xB5;L of washing buffer (QuantaMatrix Inc.) with shaking at 650 rpm, 25&#x2103; for 1 minute and then treated with staining buffer (QuantaMatrix Inc.) at 25&#x2103; and 650 rpm for 10 minutes. The microdisks were washed three times with 100 &#xB5;L of washing buffer (QuantaMatrix Inc.) at 25&#x2103; for 1 minute, and the fluorescence intensity of each microdisk was automatically measured using the supplied software (QuantaMatrix Inc.).</p></sec><sec><title>Phenotypic DST</title><p>Phenotypic DST (pDST) for 12 first-line and second-line drugs was performed at ITRC using M-KIT plates (Korean Institute of Tuberculosis, Osong, Korea) with L&#xF6;wenstein-Jensen medium, according to the manufacturer's protocol. The strains were transported to ITRC under the conditions of the materials transfer agreement. The assay was conducted using the modified absolute concentration method. The critical concentrations for each drug were as follows: INH, 0.2; RIF, 40; SM, 10.0; EMB, 2.0; kanamycin, 30; capreomycin, 40; cycloserine, 30; para-aminosalicylic acid, 1.0; ofloxacin, 4.0; moxifloxacin, 1.0; amikacin, 30; and levofloxacin, 2.0 &#xB5;g/mL.</p></sec><sec><title>Concordance rates and DNA sequence analysis</title><p>The results of QMAP and pDST were deemed concordant when the drug's QMAP result indicated the same resistance as that in its pDST. The target DNA sequences of samples with discordant results were analyzed using ABI Prism 3730xl DNA Sequencer (ThermoFisher Scientific Korea, Seoul, Korea) in Genotech (Daejeon, Korea) and compared with sequences in the NCBI GenBank database. The corresponding samples were sequenced with designed primers for <italic>rpoB</italic>, <italic>katG</italic>, <italic>inhA</italic>, <italic>embB</italic>, <italic>gyrA</italic>, <italic>gyrB</italic>, <italic>eis</italic>, <italic>rrs</italic>, and <italic>rpsL</italic>.</p></sec></sec><sec sec-type="results"><title>RESULTS</title><sec><title>pDST results of the clinical isolates and concordance between QMAP and pDST results</title><p><xref rid="T2-alm-40-142" ref-type="table">Table 2</xref> shows the pDST results of all clinical isolates. Of the 190 isolates, 71 were MDR strains (37.4%), 56 were susceptible to all tested drugs (29.5%), 32 were pre-XDR strains (16.8%), 15 were XDR strains (8.4%), and seven were resistant only to INH (3.7%).</p><p>The results for the 56 pan-susceptible isolates and seven isolates resistant only to INH showed a concordance rate of 96.4% and 100%, respectively (<xref rid="T2-alm-40-142" ref-type="table">Table 2</xref>). The results for MDR-MTB, pre-XDR-MTB, and XDR-MTB isolates showed concordance rates of 91.6%, 78.1%, and 68.8%, respectively. The results for the other nine isolates showed a concordance rate of 55.6%. QMAP was able to detect 101 of 118 MDR- or XDR-MTB and pre-XDR-MTB isolates (85.6%) or 113 of 134 any-drug-resistant MTB isolates (84.3%).</p></sec><sec><title>Concordance rates for the susceptibility and resistance patterns of each drug</title><p>The QMAP and pDST concordance rates in each drug are shown in <xref rid="T3-alm-40-142" ref-type="table">Table 3</xref>. Of the 70 RIF-susceptible and 120 RIF-resistant isolates, 95.7% and 96.7% showed concordant results using QMAP assay, respectively. The results for all 61 INH-susceptible isolates and 94.6% of INH-resistant isolates were concordant. Similarly, 96.7&#x2013;100% of the EMB-, FQ-, SLID-, and SM-susceptible isolates were detected using QMAP. However, the detection rates of the resistant isolates were slightly lower with QMAP; 56.5% EMB-, 88.6% FQ-, 75.0% SLID-, and 90.6% SM-resistant strains were detected.</p></sec><sec><title>DNA sequencing of isolates with discordant results</title><p>The 23 isolates showing discordant QMAP and qDST results were subjected to sequence analysis of the respective gene target region using the same primers (<xref rid="T4-alm-40-142" ref-type="table">Table 4</xref>). Of the six MDR isolates identified by pDST, two showed no resistance; two, RIF resistance only; and two, INH resistance only in QMAP. Of the seven pre-XDR strains identified by pDST, six had neither FQ nor SLID resistance and one was susceptible to INH in QMAP. Four XDR isolates identified by pDST showed pre-XDR genotypes in QMAP. For all these results, the sequence analysis results completely matched QMAP results (<xref rid="T4-alm-40-142" ref-type="table">Table 4</xref>).</p></sec></sec><sec sec-type="discussion"><title>DISCUSSION</title><p>The utility of the QMAP assay was evaluated using MTB strains isolated from TB patients. We also compared the results of QMAP and pDST; the assays showed an overall concordance rate of 87.9%. The DNA sequencing results of the 23 isolates with discordant results matched QMAP results. Because of the inherent limitation of molecular DST methods, not all strains resistant to a specific drug can be detected as many drug resistance genes remain to be identified. The purpose of molecular DST is timely detection of resistant strains as many as possible. In that context, our current assay could detect 87.9% of MDR- and XDR-MTB isolates accurately and rapidly.</p><p>Currently, several molecular DST assays, such as the AdvanSure MDR-TB GenoBlot assay kit (LG Chem, Seoul, Korea) and GenoType MTBDR<italic>plus</italic>, are clinically used. Both kits demonstrated good performance for MDR-MTB detection in clinical isolates, with concordance rates of 94.3% and 88.5&#x2013;98.2% [<xref rid="B10-alm-40-142" ref-type="bibr">10</xref><xref rid="B11-alm-40-142" ref-type="bibr">11</xref><xref rid="B12-alm-40-142" ref-type="bibr">12</xref>], respectively. One study reported that the results of GenoType MTBDR<italic>sl</italic>, a kit for XDR-MTB detection, showed a concordance rate of 94.7% [<xref rid="B13-alm-40-142" ref-type="bibr">13</xref>]. However, a pooled analysis reported lower sensitivity of 75&#x2013;80%, accompanied by high specificity of 91&#x2013;100%, for detection of XDR-MTB isolates [<xref rid="B14-alm-40-142" ref-type="bibr">14</xref>]. Our discordant pDST and QMAP results might have occurred for the following reasons. First, not all mutations associated with drug resistance are known [<xref rid="B15-alm-40-142" ref-type="bibr">15</xref>]. Currently, only approximately 95% of RIF resistance due to the rpoB gene, which contains the RIF resistance determining region (RRDR), is detectable [<xref rid="B16-alm-40-142" ref-type="bibr">16</xref>]; in case of <italic>katG</italic> and <italic>inhA</italic>, which are genes related to INH resistance, the detection rates of INH resistance have been reported to be 70% and 10%, respectively [<xref rid="B17-alm-40-142" ref-type="bibr">17</xref>]; and for the <italic>gyrA</italic> and <italic>gyrB</italic> regions associated with FQ resistance, the detection rates is only approximately 60% [<xref rid="B18-alm-40-142" ref-type="bibr">18</xref>]. Second, the tested isolates possibly exhibited heteroresistance. Heteroresistance is detected in 20&#x2013;30% of TB patients and can be caused by a mixed infection of two different isolates or by acquisition of drug resistance during treatment [<xref rid="B19-alm-40-142" ref-type="bibr">19</xref><xref rid="B20-alm-40-142" ref-type="bibr">20</xref><xref rid="B21-alm-40-142" ref-type="bibr">21</xref>]. Patients infected with heteroresistant isolates might convert to full resistance [<xref rid="B22-alm-40-142" ref-type="bibr">22</xref>]. In such cases, &#x2264;1% of the DNA of resistant isolates could be detected by molecular methods [<xref rid="B23-alm-40-142" ref-type="bibr">23</xref>]. Third, isolates with low-level resistance and borderline resistance exhibiting susceptibility in pDST could be detected by molecular methods [<xref rid="B24-alm-40-142" ref-type="bibr">24</xref>]. For these reasons, although molecular assays might not replace the pDST, they could be more widely used for detecting drug resistance, as WHO has recently reported [<xref rid="B25-alm-40-142" ref-type="bibr">25</xref>].</p><p>The following study limitations should be considered. First, the QMAP MDR/XDR assay results showed low concordance (56.5%) with pDST results for detecting EMB resistance. This low detection rate could be attributed to a lack of appropriate probes. EMB resistance occurs most frequently at codons 306, 406, and 497 in the <italic>embB</italic> gene [<xref rid="B26-alm-40-142" ref-type="bibr">26</xref><xref rid="B27-alm-40-142" ref-type="bibr">27</xref>]; however, we designed probes related only to codon 306. Second, this study was conducted using only selected strains, including a high proportion of drug-resistant strains, and the performance evaluation was mainly focused on the detection of resistance. However, in the real situation, there would be a larger proportion of susceptible strains, potentially leading to false-positive detection of resistance. Therefore, further studies using different and a greater number of probes and including an adequate number of susceptible strains are needed to improve the performance of QMAP MDR/XDR assay and confirm its specificity.</p><p>As not all types of mutations that cause drug resistance have been identified, using molecular assays in conjunction with pDST could enable the rapid and accurate determination of drug susceptibility of MTB isolates, thereby facilitating timely initiation of appropriate anti-TB drug therapy [<xref rid="B28-alm-40-142" ref-type="bibr">28</xref>]. In particular, the 100% concordance between DNA sequencing and QMAP results indicates that QMAP could detect all known, or at least, targeted DNA mutations associated with drug resistance. Therefore, the QMAP MDR/XDR assay can be used for molecular diagnosis of MDR- and XDR-TB.</p></sec></body><back><ack><title>Acknowledgements</title><p>The Korea International Cooperation Agency (KOICA) has supported TB eradication in Myanmar through activities such as the establishment of the Advanced Molecular Research Center within the Department of Medical Research of Myanmar. The isolates were collected during such collaborative studies and were kindly provided to our research team. In that context, our current assay could detect 87.9% of MDR- and XDR-MTB isolates accurately and rapidly.</p></ack><fn-group><fn fn-type="con"><p><bold>Author Contributions:</bold> All authors participated in developing and evaluating the QMAP MDR/XDR assay in collaboration with QuantaMatrix Inc.</p></fn><fn fn-type="COI-statement"><p><bold>Conflicts of Interest:</bold> The QMAP MDR/XDR assay was developed and evaluated in collaboration with QuantaMatrix Inc. No other potential conflicts of interest relevant to this article were reported by the authors.</p></fn><fn fn-type="supported-by"><p><bold>Research Funding:</bold> This study was supported by the National Research Foundation of Korea (NRF-2016S1A5B8925203).</p></fn></fn-group><ref-list><ref id="B1-alm-40-142"><label>1</label><element-citation publication-type="webpage"><collab>WHO</collab><source>Global tuberculosis report 2017</source><date-in-citation content-type="updated">Updated on Aug 2019</date-in-citation><comment><ext-link ext-link-type="uri" xlink:href="https://www.who.int/tb/publications/global_report/gtbr2017_main_text.pdf">https://www.who.int/tb/publications/global_report/gtbr2017_main_text.pdf</ext-link></comment></element-citation></ref><ref id="B2-alm-40-142"><label>2</label><element-citation publication-type="webpage"><collab>WHO</collab><source>Global tuberculosis report 2018</source><date-in-citation content-type="updated">Updated on Aug 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style="background-color:rgb(218,227,244)">Target regions</th><th valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(218,227,244)">Probes (N)</th></tr></thead><tbody><tr><td valign="top" align="left" rowspan="1" colspan="1">ID</td><td valign="top" align="center" rowspan="1" colspan="1">-</td><td valign="top" align="center" rowspan="1" colspan="1">rpoB</td><td valign="top" align="center" rowspan="1" colspan="1">Codons 302&#x2013;420</td><td valign="top" align="center" rowspan="1" colspan="1">3</td></tr><tr><td valign="top" align="left" rowspan="10" colspan="1" style="background-color:rgb(238,242,249)">DST</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">RIF</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)"><italic>rpoB</italic></td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">Codons 504&#x2013;533</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">11<sup>*</sup></td></tr><tr><td valign="top" align="center" rowspan="2" colspan="1" style="background-color:rgb(238,242,249)">INH</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)"><italic>katG</italic></td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">Codons 315</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">4<sup>*</sup></td></tr><tr><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)"><italic>inhA</italic></td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">8&#x2013;17 bp upstream promoter region</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">6<sup>*</sup></td></tr><tr><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">EMB</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)"><italic>embB</italic></td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">Codons 306</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">3</td></tr><tr><td valign="top" align="center" rowspan="2" colspan="1" style="background-color:rgb(238,242,249)">FQ</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)"><italic>gyrA</italic></td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">Codons 88&#x2013;94</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">10</td></tr><tr><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)"><italic>gyrB</italic></td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">Codons 538&#x2013;540</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">5</td></tr><tr><td valign="top" align="center" rowspan="3" colspan="1" style="background-color:rgb(238,242,249)">SLID</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)"><italic>eis</italic></td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">8&#x2013;14, 37 bp upstream promotor region</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">6</td></tr><tr><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)"><italic>rrs</italic></td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">Bases 1400&#x2013;1402, 1445, 1484</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">7</td></tr><tr><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)"><italic>rpsL</italic></td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">Codons 4, 88</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">4</td></tr><tr><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">SM</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)"><italic>rpsL</italic></td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">Bases 514&#x2013;517</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">3</td></tr></tbody></table></alternatives><table-wrap-foot><fn><p><sup>*</sup>Adapted from Wang, et al. [<xref rid="B7-alm-40-142" ref-type="bibr">7</xref>]. Copyright by Korean Society for Laboratory Medicine.</p><p>Abbreviations: ID, identification; RIF, rifampin; INH, isoniazid; EMB, ethambutol; FQ, fluoroquinolones; SLID, second-line injectable drugs; SM, streptomycin; DST, drug susceptibility testing.</p></fn></table-wrap-foot></table-wrap><table-wrap id="T2-alm-40-142" orientation="portrait" position="float"><label>Table 2</label><caption><title>Comparison of drug susceptibility patterns between QMAP MDR/XDR assay and phenotypic DST results</title></caption><alternatives><graphic xlink:href="alm-40-142-i002"/><table frame="hsides" rules="rows"><col width="40%" span="1"/><col width="22.86%" span="1"/><col width="20.82%" span="1"/><col width="16.33%" span="1"/><thead><tr><th valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(218,227,244)">Result</th><th valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(218,227,244)">QMAP MDR/XDR (N)<sup>*</sup></th><th valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(218,227,244)">Phenotypic DST (N)</th><th valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(218,227,244)">Concordance rate (%)</th></tr></thead><tbody><tr><td valign="top" align="left" rowspan="1" colspan="1">Pan-susceptible</td><td valign="top" align="center" rowspan="1" colspan="1">54</td><td valign="top" align="center" rowspan="1" colspan="1">56</td><td valign="top" align="center" rowspan="1" colspan="1">96.4</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">Resistant to INH only</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">7</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">7</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">100.0</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1">MDR</td><td valign="top" align="center" rowspan="1" colspan="1">65</td><td valign="top" align="center" rowspan="1" colspan="1">71</td><td valign="top" align="center" rowspan="1" colspan="1">91.6</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">Pre-XDR</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">25</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">32</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">78.1</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1">XDR</td><td valign="top" align="center" rowspan="1" colspan="1">11</td><td valign="top" align="center" rowspan="1" colspan="1">15</td><td valign="top" align="center" rowspan="1" colspan="1">73.3</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">Others<sup>&#x2020;</sup></td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">5</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">9</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">55.6</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1">Total</td><td valign="top" align="center" rowspan="1" colspan="1">167</td><td valign="top" align="center" rowspan="1" colspan="1">190</td><td valign="top" align="center" rowspan="1" colspan="1">87.9</td></tr></tbody></table></alternatives><table-wrap-foot><fn><p><sup>*</sup>Indicates the number of isolates showing the expected results in accordance with the phenotypic DST results; <sup>&#x2020;</sup>Three isolates were resistant to only SM; three were resistant to INH and SM; one was resistant to RIF and SM; one was resistant to RIF, EMB, and SM; and one was resistant to INH, EMB, fluoroquinolones, second-line injectable drugs, and SM.</p><p>Abbreviations: DST, drug susceptibility testing; QMAP, QuantaMatrix Multiplexed Assay Platform; SM, streptomycin; RIF, rifampin; INH, isoniazid; EMB, ethambutol; MDR, multidrug resistant; XDR, extensively drug resistant.</p></fn></table-wrap-foot></table-wrap><table-wrap id="T3-alm-40-142" orientation="portrait" position="float"><label>Table 3</label><caption><title>Comparison of QMAP MDR/XDR assay and phenotypic DST results for each drug</title></caption><alternatives><graphic xlink:href="alm-40-142-i003"/><table frame="hsides" rules="rows"><col width="14.29%" span="1"/><col width="14.29%" span="1"/><col width="14.29%" span="1"/><col width="14.29%" span="1"/><col width="14.29%" span="1"/><col width="14.29%" span="1"/><col width="14.29%" span="1"/><thead><tr><th valign="top" align="left" rowspan="2" colspan="1" style="background-color:rgb(218,227,244)">Drug</th><th valign="top" align="center" rowspan="1" colspan="2" style="background-color:rgb(218,227,244)">QMAP assay (Isolates, N)</th><th valign="top" align="center" rowspan="1" colspan="2" style="background-color:rgb(218,227,244)">Phenotypic DST (Isolates, N)</th><th valign="top" align="center" rowspan="1" colspan="2" style="background-color:rgb(218,227,244)">Concordance rate (%)</th></tr><tr><th valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(218,227,244)">S</th><th valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(218,227,244)">R</th><th valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(218,227,244)">S</th><th valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(218,227,244)">R</th><th valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(218,227,244)">S</th><th valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(218,227,244)">R</th></tr></thead><tbody><tr><td valign="top" align="left" rowspan="1" colspan="1">RIF</td><td valign="top" align="center" rowspan="1" colspan="1">67</td><td valign="top" align="center" rowspan="1" colspan="1">116</td><td valign="top" align="center" rowspan="1" colspan="1">70</td><td valign="top" align="center" rowspan="1" colspan="1">120</td><td valign="top" align="center" rowspan="1" colspan="1">95.7</td><td valign="top" align="center" rowspan="1" colspan="1">96.7</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">INH</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">61</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">122</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">61</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">129</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">100.0</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">94.6</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1">EMB</td><td valign="top" align="center" rowspan="1" colspan="1">82</td><td valign="top" align="center" rowspan="1" colspan="1">67</td><td valign="top" align="center" rowspan="1" colspan="1">82</td><td valign="top" align="center" rowspan="1" colspan="1">108</td><td valign="top" align="center" rowspan="1" colspan="1">100.0</td><td valign="top" align="center" rowspan="1" colspan="1">56.5</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">FQ</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">141</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">39</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">146</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">44</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">96.7</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">88.6</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1">SLID</td><td valign="top" align="center" rowspan="1" colspan="1">170</td><td valign="top" align="center" rowspan="1" colspan="1">15</td><td valign="top" align="center" rowspan="1" colspan="1">170</td><td valign="top" align="center" rowspan="1" colspan="1">20</td><td valign="top" align="center" rowspan="1" colspan="1">100.0</td><td valign="top" align="center" rowspan="1" colspan="1">75.0</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">SM</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">62</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">116</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">62</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">128</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">100.0</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">90.6</td></tr></tbody></table></alternatives><table-wrap-foot><fn><p>Abbreviations: S, susceptible; R, resistant; DST, drug susceptibility testing; QMAP, QuantaMatrix Multiplexed Assay Platform; MDR, multidrug resistant; XDR, extensively drug resistant; RIF, rifampin; INH, isoniazid; EMB, ethambutol; FQ, fluoroquinolones; SLID, second-line injectable drugs; SM, streptomycin.</p></fn></table-wrap-foot></table-wrap><table-wrap id="T4-alm-40-142" orientation="portrait" position="float"><label>Table 4</label><caption><title>Sequence analysis of 23 isolates with discordant QMAP assay and phenotypic DST results</title></caption><alternatives><graphic xlink:href="alm-40-142-i004"/><table frame="hsides" rules="rows"><col width="21.3%" span="1"/><col width="34.09%" span="1"/><col width="34.09%" span="1"/><col width="10.53%" span="1"/><thead><tr><th valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(218,227,244)">QMAP MDR/XDR</th><th valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(218,227,244)">Phenotypic DST</th><th valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(218,227,244)">Gene sequences for the discordant results<sup>*</sup></th><th valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(218,227,244)">Isolates (N)</th></tr></thead><tbody><tr><td valign="top" align="left" rowspan="2" colspan="1">SM-R</td><td valign="top" align="left" rowspan="2" colspan="1">Pan-S</td><td valign="top" align="left" rowspan="1" colspan="1"><italic>rpsL</italic> 43 AAG &#x2192; <italic>AGG</italic></td><td valign="top" align="center" rowspan="2" colspan="1">2</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1"><italic>rpsL</italic> 88 AAG &#x2192; <italic>AGG</italic></td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">Pan-S</td><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">MDR</td><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)"><italic>rpoB, katG, inhA</italic> WT</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">2</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1">RIF-R</td><td valign="top" align="left" rowspan="1" colspan="1">MDR</td><td valign="top" align="left" rowspan="1" colspan="1"><italic>katG, inhA</italic> WT</td><td valign="top" align="center" rowspan="1" colspan="1">2</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">INH-R</td><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">MDR</td><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)"><italic>ropB</italic> WT</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">2</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1">MDR</td><td valign="top" align="left" rowspan="1" colspan="1">Pre-XDR (FQ-R)</td><td valign="top" align="left" rowspan="1" colspan="1"><italic>gyrA, gyrB</italic> WT</td><td valign="top" align="center" rowspan="1" colspan="1">4</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">MDR</td><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">Pre-XDR (SLID-R)</td><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)"><italic>eis, rrs, rpsL</italic> WT</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">2</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1">RIF-, EMB-, FQ-R</td><td valign="top" align="left" rowspan="1" colspan="1">Pre-XDR (FQ-R)</td><td valign="top" align="left" rowspan="1" colspan="1"><italic>katG, inhA</italic> WT</td><td valign="top" align="center" rowspan="1" colspan="1">1</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">Pre-XDR (SLID-R)</td><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">XDR</td><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)"><italic>gyrA, gyrB</italic> WT</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">1</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1">Pre-XDR (FQ-R)</td><td valign="top" align="left" rowspan="1" colspan="1">XDR</td><td valign="top" align="left" rowspan="1" colspan="1"><italic>eis, rrs, rpsL</italic> WT</td><td valign="top" align="center" rowspan="1" colspan="1">3</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">Pan-S</td><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">SM-R</td><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)"><italic>rpsL</italic> WT</td><td valign="top" align="center" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)">1</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1">RIF-R, SM-R</td><td valign="top" align="left" rowspan="1" colspan="1">RIF-, EMB-, SM-R</td><td valign="top" align="left" rowspan="1" colspan="1"><italic>embB</italic> WT</td><td valign="top" align="center" rowspan="1" colspan="1">1</td></tr><tr><td valign="top" align="left" rowspan="2" colspan="1" style="background-color:rgb(238,242,249)">Pre-XDR (FQ-R)</td><td valign="top" align="left" rowspan="2" colspan="1" style="background-color:rgb(238,242,249)">INH-, EMB-, SM-R</td><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)"><italic>rpoB</italic> 526 CAC &#x2192; <italic>AAC</italic></td><td valign="top" align="center" rowspan="2" colspan="1" style="background-color:rgb(238,242,249)">1</td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1" style="background-color:rgb(238,242,249)"><italic>gyrA</italic> 94 GAC &#x2192; <italic>TAC</italic></td></tr><tr><td valign="top" align="left" rowspan="1" colspan="1">XDR</td><td valign="top" align="left" rowspan="1" colspan="1">INH-, EMB-, FQ-, SLID-, SM-R</td><td valign="top" align="left" rowspan="1" colspan="1"><italic>rpoB</italic> 533 CTG &#x2192; CAG <italic>embB</italic> WT</td><td valign="top" align="center" rowspan="1" colspan="1">1</td></tr></tbody></table></alternatives><table-wrap-foot><fn><p><sup>*</sup>The target regions of each gene are described in <xref rid="T1-alm-40-142" ref-type="table">Table 1</xref>.</p><p>Abbreviations: DST, drug susceptibility testing; QMAP, QuantaMatrix Multiplexed Assay Platform; RIF, rifampin; INH, isoniazid; FQ, fluoroquinolones; SM, streptomycin; SLID, second-line injectable drugs; Pan-S, pan-susceptible; MDR, multidrug resistant; XDR, extensively drug resistant; pre-XDR, MDR with FQ resistance or MDR with resistance to SLID; WT, wild type; EMB, ethambutol.</p></fn></table-wrap-foot></table-wrap></floats-group></article>
