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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2021.754249</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Primary Bedaquiline Resistance Among Cases of Drug-Resistant Tuberculosis in Taiwan</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Sheng-Han</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1433302/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chan</surname>
<given-names>Hsin-Hua</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hsiao</surname>
<given-names>Hseuh-Chien</given-names>
</name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Jou</surname>
<given-names>Ruwen</given-names>
</name>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1011934/overview"/>
</contrib>
</contrib-group>
<aff><institution>Taiwan Centers for Disease Control</institution>, <addr-line>Taipei</addr-line>, <country>Taiwan</country></aff>
<author-notes>
<fn id="fn1" fn-type="edited-by">
<p>Edited by: Ying Zhang, Zhejiang University, China</p>
</fn>
<fn id="fn2" fn-type="edited-by">
<p>Reviewed by: Jiazhen Chen, Fudan University, China; Linda B Adams, The National Hansen&#x2019;s Disease Programs, United States</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Ruwen Jou, <email>rwj@cdc.gov.tw</email>; <email>rwj2007@gmail.com</email></corresp>
<fn id="fn3" fn-type="other">
<p>This article was submitted to Antimicrobials, Resistance and Chemotherapy, a section of the journal Frontiers in Microbiology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>10</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>754249</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>09</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Wu, Chan, Hsiao and Jou.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Wu, Chan, Hsiao and Jou</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Bedaquiline (BDQ), which is recommended for the treatment of drug-resistant tuberculosis (DR-TB), was introduced in Taiwan in 2014. Due to the alarming emergence of BDQ resistance, we conducted BDQ resistance analyses to strengthen our DR-TB management program. This retrospective population-based study included initial <italic>Mycobacterium tuberculosis</italic> isolates from 898 rifampicin-resistant (RR) or multidrug-resistant (MDR) TB cases never exposed to BDQ during 2008&#x2013;2019. We randomly selected 65 isolates and identified 28 isolates with BDQ MIC&#x003C;0.25&#x03BC;g/ml and MIC&#x2265;0.25&#x03BC;g/ml as the control and study groups, respectively. BDQ drug susceptibility testing (DST) using the MGIT960 system and Sanger sequencing of the <italic>atpE</italic>, <italic>Rv0678</italic>, and <italic>pepQ</italic> genes was conducted. Notably, 18 isolates with BDQ MIC=0.25&#x03BC;g/ml, 38.9% (7/18), and 61.1% (11/18) isolates were MGIT-BDQ resistant and susceptible, respectively. Consequently, we recommended redefining MIC=0.25&#x03BC;g/ml as an intermediate-susceptible category to resolve discordance between different DST methods. Of the 93 isolates, 22 isolates were MGIT-BDQ-resistant and 77.3% (17/22) of MGIT-BDQ-resistant isolates harbored <italic>Rv0678</italic> mutations. After excluding 2 MGIT-BDQ-resistant isolates with borderline resistance (GU<sub>400</sub>growth control-GU<sub>100</sub>BDQ&#x2264;1day), 100% (15/15) harbored <italic>Rv0678</italic> gene mutations, including seven novel mutations [g-14a, Ile80Ser (<italic>N</italic>=2), Phe100Tyr, Ala102Val, Ins g 181&#x2013;182 frameshift mutation (<italic>N</italic>=2), Del 11&#x2013;63 frameshift mutation, and whole gene deletion (<italic>N</italic>=2)]. Since the other 22.7% (5/22) MGIT-BDQ-resistant isolates with borderline resistance (GU<sub>400</sub>growth control-GU<sub>100</sub>BDQ&#x2264;1day) had no mutation in three analyzed genes. For isolates with phenotypic MGIT-BDQ borderline resistance, checking for GU differences or conducting genotypic analyses are suggested for ruling out BDQ resistance. In addition, we observed favorable outcomes among patients with BDQ-resistant isolates who received BDQ-containing regimens regardless of <italic>Rv0678</italic> mutations. We concluded that based on MIC&#x2265;0.25&#x03BC;g/ml, 3.1% (28/898) of drug-resistant TB cases without BDQ exposure showed BDQ resistance, <italic>Rv0678</italic> was not a robust marker of BDQ resistance, and its mutations were not associated with treatment outcomes.</p>
</abstract>
<kwd-group>
<kwd><italic>Mycobacterium tuberculosis</italic></kwd>
<kwd>drug-resistant tuberculosis</kwd>
<kwd>bedaquiline resistance</kwd>
<kwd><italic>Rv0678</italic></kwd>
<kwd>borderline resistance</kwd>
</kwd-group>
<contract-num rid="cn1">MOHW109-CDC-C-315-114403</contract-num>
<contract-num rid="cn1">MOHW110-CDC-C-315-114405</contract-num>
<contract-sponsor id="cn1">Ministry of Health and Welfare, Taiwan<named-content content-type="fundref-id">10.13039/100008903</named-content></contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="55"/>
<page-count count="10"/>
<word-count count="6960"/>
</counts>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<title>Introduction</title>
<p>Tuberculosis (TB) and drug-resistant tuberculosis (DR-TB) are global challenges, and their prevention and control are being prioritized by the World Health Organization (WHO) (<xref ref-type="bibr" rid="ref48">WHO, 2020a</xref>). The cure rates of drug-susceptible TB, rifampicin-resistant (RR)/multidrug-resistant tuberculosis TB (MDR-TB), and extensively drug-resistant (XDR) TB were 85, 57, and 39%, respectively (<xref ref-type="bibr" rid="ref46">WHO, 2019a</xref>, <xref ref-type="bibr" rid="ref48">2020a</xref>). The higher rate of unfavorable treatment outcomes observed with DR-TB might be due to a lack of effective drugs. In addition, the current treatment regimens for DR-TB might cause severe side effects (<xref ref-type="bibr" rid="ref12">Ginsberg and Spigelman, 2007</xref>; <xref ref-type="bibr" rid="ref17">Jacobson et al., 2010</xref>). For better management of MDR-TB, a government-organized and hospital-based management program for cases, denoted the Taiwan MDR-TB Consortium (TMTC), was established in 2007 (<xref ref-type="bibr" rid="ref54">Yu et al., 2015</xref>), and the treatment success rate of MDR-TB increased significantly from 61% in the pre-TMTC era to more than 82% in the TMTC era (<xref ref-type="bibr" rid="ref54">Yu et al., 2015</xref>). Nevertheless, new drugs are still needed for the management of difficult DR-TB cases.</p>
<p>Bedaquiline (BDQ), a diarylquinoline, is a novel antimycobacterial drug that was approved by the United States Food and Drug Administration (FDA) in 2012. BDQ was recommended by the WHO as a core drug for the treatment of MDR and XDR-TB in 2013 (<xref ref-type="bibr" rid="ref25">Mahajan, 2013</xref>; <xref ref-type="bibr" rid="ref44">WHO, 2013</xref>) and is part of the WHO-endorsed, shorter, and all-oral MDR-TB regimen (<xref ref-type="bibr" rid="ref47">WHO, 2019b</xref>, <xref ref-type="bibr" rid="ref49">2020b</xref>). Since BDQ was classified as the priority drug (Group A) by the WHO for the treatment of MDR-TB in 2019, 109 countries have started using BDQ to treat MDR or XDR-TB by the end of the year (<xref ref-type="bibr" rid="ref48">WHO, 2020a</xref>). BDQ shows efficiency with improved culture conversions in DR-TB treatment (<xref ref-type="bibr" rid="ref3">Andries et al., 2005</xref>; <xref ref-type="bibr" rid="ref9">Diacon et al., 2014</xref>; <xref ref-type="bibr" rid="ref30">Nguyen et al., 2016</xref>). Additionally, BDQ exhibits no cross-resistance to current first-line and second-line anti-TB drugs except clofazimine (CFZ; <xref ref-type="bibr" rid="ref3">Andries et al., 2005</xref>). However, since the introduction of BDQ for DR-TB treatment, BDQ-resistant TB strains have gradually emerged (<xref ref-type="bibr" rid="ref4">Andries et al., 2014</xref>; <xref ref-type="bibr" rid="ref40">Somoskovi et al., 2015</xref>; <xref ref-type="bibr" rid="ref41">Veziris et al., 2017</xref>). Hence, it is necessary to adopt proper drug susceptibility testing (DST) for the prescription of prompt and adequate treatment.</p>
<p>Studies have revealed that the mechanisms that confer BDQ resistance to <italic>Mycobacterium tuberculosis</italic> mainly involves three genes, namely, the <italic>atpE</italic> (<xref ref-type="bibr" rid="ref3">Andries et al., 2005</xref>), <italic>mmpR</italic> (<italic>Rv0678</italic>; <xref ref-type="bibr" rid="ref13">Hartkoorn et al., 2014</xref>; <xref ref-type="bibr" rid="ref50">WHO, 2021</xref>), and <italic>pepQ</italic> genes (<xref ref-type="bibr" rid="ref1">Almeida et al., 2016</xref>). BDQ inhibits mycobacterial ATP synthase by targeting subunit C, which is encoded by the <italic>atpE</italic> gene, and the AtpE protein sequence is highly conserved (<xref ref-type="bibr" rid="ref3">Andries et al., 2005</xref>). The gene variants A63P and I66M obtained from <italic>in vitro</italic>-selected mutants are associated with BDQ resistance (<xref ref-type="bibr" rid="ref3">Andries et al., 2005</xref>; <xref ref-type="bibr" rid="ref37">Petrella et al., 2006</xref>). Isolates harboring mutations in the <italic>atpE</italic> gene exhibit a relatively high minimum inhibitory concentration (MIC) to BDQ (10- to 128-fold; <xref ref-type="bibr" rid="ref29">Nguyen et al., 2018</xref>). Mutations in the <italic>atpE</italic> gene cause failure in the binding of BDQ to subunit C of ATP synthase and thereby maintain the transfer of hydrogen ions and ATP production (<xref ref-type="bibr" rid="ref23">Koul et al., 2007</xref>). In addition, the transcriptional repressor of the MmpS5-MmpL5 drug export pump is encoded by the <italic>Rv0678</italic> gene (<xref ref-type="bibr" rid="ref4">Andries et al., 2014</xref>). Mutations in <italic>Rv0678</italic> cause upregulation of MmpS5-MmpL5 expression and the export of BDQ (<xref ref-type="bibr" rid="ref4">Andries et al., 2014</xref>). Nevertheless, <italic>Rv0678</italic> mutations are associated with low-level cross-resistance between BDQ and CFZ (<xref ref-type="bibr" rid="ref40">Somoskovi et al., 2015</xref>) and lead to 2- to 8-fold increases in the MICs of BDQ and CFZ (<xref ref-type="bibr" rid="ref4">Andries et al., 2014</xref>). Notably, a previous study highlighted that resistance to azole antifungal drugs is associated with <italic>Rv0678</italic> mutations causing upregulation of the MmpS5-MmpL5 efflux pump (<xref ref-type="bibr" rid="ref28">Milano et al., 2009</xref>). In addition, mutations in the <italic>pepQ</italic> gene, which encodes aminopeptidase, are associated with low-level BDQ and CFZ resistance (<xref ref-type="bibr" rid="ref1">Almeida et al., 2016</xref>).</p>
<p>BDQ was introduced in Taiwan in 2014 for the treatment of DR-TB. Due to the alarming emergence of BDQ resistance, we established an algorithm for detecting BDQ resistance in our programmatic management of drug-resistant TB (PMDT) programs. In this study, we performed BDQ susceptibility testing and depicted the extent of BDQ resistance in DR-TB cases.</p>
</sec>
<sec id="sec2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="sec3">
<title>Study Design and Isolates</title>
<p>This retrospective population-based study included initial <italic>M. tuberculosis</italic> complex isolates from 898 RR- and MDR-TB cases never exposed to BDQ during 2008&#x2013;2019. Universal DST for culture-positive <italic>M. tuberculosis</italic> isolates was implemented in Taiwan. We conducted broth microdilution (BMD) method to determine MICs of initial isolates of RR- and MDR-TB cases confirmed from 2008 to 2019. The primary BDQ resistance rate was calculated using total number of initial isolates of RR- and MDR-TB cases as the denominator and the number of BDQ-resistant isolates with MIC&#x2265;0.25&#x03BC;g/ml as the numerator (<xref rid="fig1" ref-type="fig">Figure 1</xref>). We randomly selected 65 isolates with BDQ MIC&#x003C;0.25&#x03BC;g/ml as the control group and 28 isolates with MIC&#x2265;0.25&#x03BC;g/ml as the study group. The characterizations and treatment outcomes of the cases were obtained from the National TB Registry.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>A flowchart of study isolates selection process.</p>
</caption>
<graphic xlink:href="fmicb-12-754249-g001.tif"/>
</fig>
<p>This study was approved by the Institutional Review Board of Centers for Disease Control, Ministry of Health and Welfare (TwCDC IRB No. 109205) and analyzed only archived <italic>M. tuberculosis</italic> isolates, and thus, written informed consent from the participants was waived. Cultivation and processing of <italic>M. tuberculosis</italic> were performed in a certified biosafety level three laboratory. All methods were performed in accordance with the relevant guidelines and regulations.</p>
</sec>
<sec id="sec4">
<title>Phenotypic DST</title>
<p><italic>M. tuberculosis</italic> isolates were subjected to DST using the agar proportion method with 7H10 and 7H11 medium (Becton, Dickinson and Company, Spark, MD, United States). Drug resistance was defined as the growth of 1% of colonies in a drug-containing medium. According to WHO recommendations, the critical concentrations of the tested drugs in 7H10 medium were the following: rifampicin (RIF), 1&#x03BC;g/ml; isoniazid (INH), 0.2&#x03BC;g/ml; ethambutol (EMB), 5&#x03BC;g/ml; streptomycin (SM), 2&#x03BC;g/ml; moxifloxacin (MFX), 0.5&#x03BC;g/ml; and levofloxacin (LFX), 1&#x03BC;g/ml (<xref ref-type="bibr" rid="ref45">WHO, 2018</xref>). The critical concentrations of the tested drugs in 7H11 medium were the following: rifabutin (RFB), 0.5&#x03BC;g/ml; kanamycin (KM), 6&#x03BC;g/ml; amikacin (AMK), 6&#x03BC;g/ml; capreomycin (CM), 10&#x03BC;g/ml; ethionamide (ETO), 10&#x03BC;g/ml; para-aminosalicylic acid (PAS), 8.0&#x03BC;g/ml; and cycloserine (CS), 60&#x03BC;g/ml (<xref ref-type="bibr" rid="ref8">CLSI, 2018</xref>; <xref ref-type="bibr" rid="ref45">WHO, 2018</xref>). The resistance to pyrazinamide (PZA, 100&#x03BC;g/ml) and BDQ (1&#x03BC;g/ml) was tested using Bactec MGIT 960 as described previously (<xref ref-type="bibr" rid="ref45">WHO, 2018</xref>). The growth on the control medium was compared to that on the drug-containing medium to determine susceptibility. The DST results were categorized as resistant or susceptible, and the tests were validated by determining the susceptibility of <italic>M. tuberculosis</italic> H37Rv. MDR is defined as an <italic>M. tuberculosis</italic> isolate resistant to at least INH and RIF. Pre-XDR is defined as an MDR isolate resistant to either fluoroquinolones (FQs; pre-XDR-FQs) or at least one of the injectable drugs (pre-XDR-INJ). XDR is defined as an MDR isolate resistant to a FQ and at least one of the injectable drugs.</p>
<p>Phenotypic MIC testing was performed according to previously described methods (<xref ref-type="bibr" rid="ref22">Kaniga et al., 2016</xref>). The MIC plate contained 12 antimicrobial agents, namely, RIF, INH, EMB, LFX, MFX, ofloxacin (OFX), KM, AMK, CAP, BDQ, CFZ, and LZD. The H37Rv strain was included in each test as the control, and the results were interpreted by two independent readers. The interpretive criterion for BDQ resistance was MIC&#x2265;0.25&#x03BC;g/ml (<xref ref-type="bibr" rid="ref21">Kaniga et al., 2020</xref>).</p>
</sec>
<sec id="sec5">
<title>Genotypic DST</title>
<p>One loop (0.5&#x03BC;l) of bacteria was placed into a microtube and resuspended in 500&#x03BC;l of Tris-EDTA buffer. The bacterial liquid was inactivated at 95&#x00B0;C for 20min. The bacterial lysate was centrifuged at 12,000&#x00D7;g for 1min, and the supernatant was used as a template for PCR. In this study, we analyzed three BDQ resistance-associated genes, namely, <italic>atpE</italic>, <italic>Rv0678</italic>, and <italic>pepQ</italic>. The specific primers were designed based on <italic>M. tuberculosis</italic> strain H37Rv (GenBank: AL123456.3) to amplify the whole genes by PCR (<xref rid="tab1" ref-type="table">Table 1</xref>). PCRs were performed using a HotStarTaq Master Mix kit (QIAGEN, Germany). Each reaction mixture contained 12.5&#x03BC;l of 2&#x00D7;HotStarTaq Master Mix (QIAGEN, Germany), 0.5&#x03BC;l of each primer (10&#x03BC;m), and 2&#x2013;5&#x03BC;l of bacterial lysate. Double-distilled water was added to the mixture to obtain a total volume of 25&#x03BC;l. The PCR conditions were as follows: hot start at 95&#x00B0;C for 10min; 35cycles of 95&#x00B0;C for 1min; 56&#x2013;64&#x00B0;C (according to the optimal primer annealing temperature) for 1min; and 72&#x00B0;C for 1min; and a final elongation step of 72&#x00B0;C for 5min. The PCR products were analyzed using the capillary electrophoresis QIAxcel Advanced system (QIAGEN, Germany). The DNA sequence was confirmed by Sanger sequencing (Genomics BioSci &#x0026; Tech, Taiwan). In addition, sequence assembly and mutation identification were performed using Sequencher (Gene Codes Corporation, United States) and Molecular Evolutionary Genetics Analysis 10 (MEGA 10) software.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>PCR primers, Tm, and amplicon size of BDQ resistance-associated genes.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Primer</th>
<th align="left" valign="top">Sequence (5' to 3')</th>
<th align="left" valign="top">Tm (&#x00B0;C)</th>
<th align="left" valign="top">Amplicon size (bp)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle"><italic>atpE</italic>-F</td>
<td align="center" valign="middle">CCA AGC GAT GGA GCT CGA AGA GG</td>
<td align="center" valign="middle">58</td>
<td align="center" valign="middle">439</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>atpE</italic>-R</td>
<td align="center" valign="middle">GGG AAT GAG GAA GTT GCT GGA CTC G</td>
<td align="center" valign="middle">58</td>
<td align="center" valign="middle">439</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>Rv0678</italic>-F</td>
<td align="center" valign="middle">GCT TGA GAG TTC CAA TCA T</td>
<td align="center" valign="middle">56</td>
<td align="center" valign="middle">674</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>Rv0678</italic>-R</td>
<td align="center" valign="middle">CGC ATC AAC AAG GAG TGA</td>
<td align="center" valign="middle">56</td>
<td align="center" valign="middle">674</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>Rv0678</italic>-2F</td>
<td align="center" valign="middle">CAA CCA GGA TGA GCA GCG GTA TCC</td>
<td align="center" valign="middle">60</td>
<td align="center" valign="middle">1,145</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>Rv0678</italic>-2R</td>
<td align="center" valign="middle">CGG TTG GCG ACC TTT GCT CTG G</td>
<td align="center" valign="middle">60</td>
<td align="center" valign="middle">1,145</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>pepQ</italic>-1F</td>
<td align="center" valign="middle">GAA CAG GCG GAG AAC CAC CAT CG</td>
<td align="center" valign="middle">58</td>
<td align="center" valign="middle">768</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>pepQ</italic>-1R</td>
<td align="center" valign="middle">GGC GCC GAA GTC GAT CTT CAC G</td>
<td align="center" valign="middle">58</td>
<td align="center" valign="middle">768</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>pepQ</italic>-2F</td>
<td align="center" valign="middle">TGA TGC TCG ATC ATG GCG CTG ACG</td>
<td align="center" valign="middle">64</td>
<td align="center" valign="middle">689</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>pepQ</italic>-2R</td>
<td align="center" valign="middle">CTT GCC CGG TTT GAC GTG CTG G</td>
<td align="center" valign="middle">64</td>
<td align="center" valign="middle">689</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec6">
<title>Genotyping</title>
<p>Spacer oligonucleotide typing (spoligotyping) analysis was used for genotyping. A commercially available kit (Isogen Bioscience BV, Maarssen, Netherlands) was used as described previously (<xref ref-type="bibr" rid="ref20">Kamerbeek et al., 1997</xref>). Briefly, the amplified DNA was hybridized onto a membrane that was covalently precoated with a set of 43 spacer oligonucleotides derived from the spacer sequences of <italic>M. tuberculosis</italic> H37Rv and <italic>M. bovis</italic> P3. The ECL&#x00AE; Detection system (GE Healthcare, United States) was used for the final image detection. The spoligotypes were compared with the SITVIT global database.<xref rid="fn0001" ref-type="fn"><sup>1</sup></xref></p>
</sec>
<sec id="sec7">
<title>Statistical Analyses</title>
<p>The chi-squared test or Fisher&#x2019;s exact test (when expected cell size &#x003C;5) was used for the univariate analysis of categorical variables. A value of <italic>p</italic>&#x003C;0.05 was considered to indicate statistical significance. Odds ratios (ORs) and 95% confidence intervals (CIs) were calculated to estimate the correlation between the BDQ MIC and variables.</p>
</sec>
</sec>
<sec id="sec8" sec-type="results">
<title>Results</title>
<sec id="sec9">
<title>Characteristics of the Study Population</title>
<p>Of the 898TB cases, 72.8% (654/898) were male patients, and 81.6% (733/898) and 18.4% (165/898) were new and previous TB cases, respectively (<xref rid="tab2" ref-type="table">Table 2</xref>). The median age of the patients with RR/MDR-TB was 58.0years (IQR: 45.0&#x2013;72.0). According to the AFB smear results, 57.1% (513/898) were smear-positive cases, and this value was higher than the proportion of general TB cases (38.7%; <italic>p</italic>&#x003C;0.001; <xref ref-type="bibr" rid="ref7">Chiang et al., 2018</xref>). Chest radiography of 24.2% (217/898) of cases showed cavitation, and 87.1% (782/898) and 7.0% (63/898) of the cases were pulmonary TB cases and had pleural effusion, respectively. Of the 898<italic>M. tuberculosis</italic> isolates, 486 (54.1%) cases had Beijing family genotypes, and this number is significantly higher than that of the general TB cases (44.4%; <italic>p</italic>&#x003C;0.01; <xref ref-type="bibr" rid="ref18">Jou et al., 2005</xref>). Based on the DST results, 202 (22.5%), 608 (67.7%), 74 (8.2%), and 14 (1.6%) cases were classified as RR-TB, MDR-TB, pre-XDR-TB, and XDR-TB, respectively. In addition, a BDQ MIC&#x2265;0.25&#x03BC;g/ml was not associated with sex, age, treatment history, drug resistance profiles, or genotypes.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Demographic and clinical characteristics of 898 tuberculosis cases.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Characteristics</th>
<th align="left" valign="top" rowspan="2">No. (%) of isolates</th>
<th align="left" valign="top" rowspan="2">No. of isolates BDQ MIC&#x2265;0.25&#x03BC;g/ml (3.1%, 28/898)</th>
<th align="left" valign="top" rowspan="2">No. of isolates BDQ MIC &#x003C;0.25&#x03BC;g/ml (96.9%, 870/898)</th>
<th align="left" valign="top" colspan="3">Univariate analysis</th>
</tr>
<tr>
<th align="left" valign="top">OR</th>
<th align="left" valign="top">95% CI</th>
<th align="left" valign="top"><italic>p</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top"><bold>Gender</bold></td>
</tr>
<tr>
<td align="left" valign="top">Male</td>
<td align="left" valign="top">654 (72.8)</td>
<td align="left" valign="top">18</td>
<td align="left" valign="top">636</td>
<td align="left" valign="top">0.66</td>
<td align="left" valign="top">0.30&#x2013;1.46</td>
<td align="left" valign="top">0.30</td>
</tr>
<tr>
<td align="left" valign="top">Female</td>
<td align="left" valign="top">244 (27.2)</td>
<td align="left" valign="top">10</td>
<td align="left" valign="top">234</td>
<td align="left" valign="top" colspan="3">Ref.</td>
</tr>
<tr>
<td align="left" valign="top"><bold>Age</bold></td>
</tr>
<tr>
<td align="left" valign="top">&#x2264;25</td>
<td align="left" valign="middle">53 (5.9)</td>
<td align="left" valign="top">1</td>
<td align="left" valign="top">52</td>
<td align="left" valign="top">0.58</td>
<td align="left" valign="top">0.85&#x2013;4.37</td>
<td align="left" valign="top">0.72<xref rid="tfn1" ref-type="table-fn"><sup>#</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top">26&#x2013;44</td>
<td align="left" valign="top">164 (18.3)</td>
<td align="left" valign="top">5</td>
<td align="left" valign="top">159</td>
<td align="left" valign="top">0.97</td>
<td align="left" valign="top">0.36&#x2013;2.60</td>
<td align="left" valign="top">1.00</td>
</tr>
<tr>
<td align="left" valign="top">45&#x2013;64</td>
<td align="left" valign="top">349 (38.9)</td>
<td align="left" valign="top">11</td>
<td align="left" valign="top">338</td>
<td align="left" valign="top">1.02</td>
<td align="left" valign="top">0.47&#x2013;2.20</td>
<td align="left" valign="top">1.00</td>
</tr>
<tr>
<td align="left" valign="top">&#x2265;65</td>
<td align="left" valign="top">332 (37.0)</td>
<td align="left" valign="top">11</td>
<td align="left" valign="top">321</td>
<td align="left" valign="top">1.11</td>
<td align="left" valign="top">0.51&#x2013;2.39</td>
<td align="left" valign="top">0.79</td>
</tr>
<tr>
<td align="left" valign="top"><bold>Case category</bold></td>
</tr>
<tr>
<td align="left" valign="top">New</td>
<td align="left" valign="top">733 (81.6)</td>
<td align="left" valign="top">23</td>
<td align="left" valign="top">710</td>
<td align="left" valign="top">1.04</td>
<td align="left" valign="top">0.39&#x2013;2.77</td>
<td align="left" valign="top">0.92</td>
</tr>
<tr>
<td align="left" valign="top">Previously treated</td>
<td align="left" valign="top">165 (18.4)</td>
<td align="left" valign="top">5</td>
<td align="left" valign="top">160</td>
<td align="left" valign="top" colspan="3">Ref.</td>
</tr>
<tr>
<td align="left" valign="top"><bold>AFB smear</bold></td>
</tr>
<tr>
<td align="left" valign="top">Positive</td>
<td align="left" valign="top">513 (57.1)</td>
<td align="left" valign="top">19</td>
<td align="left" valign="top">494</td>
<td align="left" valign="top">1.61</td>
<td align="left" valign="top">0.72&#x2013;3.59</td>
<td align="left" valign="top">0.24</td>
</tr>
<tr>
<td align="left" valign="top">Negative</td>
<td align="left" valign="top">348 (38.8)</td>
<td align="left" valign="top">8</td>
<td align="left" valign="top">340</td>
<td align="left" valign="top">0.62</td>
<td align="left" valign="top">0.27&#x2013;1.43</td>
<td align="left" valign="top">0.26</td>
</tr>
<tr>
<td align="left" valign="top">Unknown</td>
<td align="left" valign="top">37 (4.1)</td>
<td align="left" valign="top">1</td>
<td align="left" valign="top">36</td>
<td align="left" valign="top">0.86</td>
<td align="left" valign="top">0.11&#x2013;6.49</td>
<td align="left" valign="top">1.00<xref rid="tfn1" ref-type="table-fn"><sup>#</sup></xref></td>
</tr>
<tr>
<td align="left" valign="middle"><bold>Chest radiography</bold></td>
</tr>
<tr>
<td align="left" valign="middle">Normal</td>
<td align="left" valign="top">20 (2.2)</td>
<td align="left" valign="top">1</td>
<td align="left" valign="top">19</td>
<td align="left" valign="top">1.66</td>
<td align="left" valign="top">0.21&#x2013;12.85</td>
<td align="left" valign="top">1.00<xref rid="tfn1" ref-type="table-fn"><sup>#</sup></xref></td>
</tr>
<tr>
<td align="left" valign="middle">Abnormal with cavitation</td>
<td align="left" valign="top">217 (24.2)</td>
<td align="left" valign="top">3</td>
<td align="left" valign="top">214</td>
<td align="left" valign="top">0.37</td>
<td align="left" valign="top">0.11&#x2013;1.23</td>
<td align="left" valign="top">0.12<xref rid="tfn1" ref-type="table-fn"><sup>#</sup></xref></td>
</tr>
<tr>
<td align="left" valign="middle">Abnormal without cavitation</td>
<td align="left" valign="top">643 (71.6)</td>
<td align="left" valign="top">24</td>
<td align="left" valign="top">619</td>
<td align="left" valign="top">2.43</td>
<td align="left" valign="top">0.84&#x2013;7.08</td>
<td align="left" valign="top">0.13<xref rid="tfn1" ref-type="table-fn"><sup>#</sup></xref></td>
</tr>
<tr>
<td align="left" valign="middle">Abnormal but not related to TB</td>
<td align="left" valign="top">15 (1.7)</td>
<td align="left" valign="top">0</td>
<td align="left" valign="top">15</td>
<td align="left" valign="top">NA</td>
<td align="left" valign="top">NA</td>
<td align="left" valign="top">1.00<xref rid="tfn1" ref-type="table-fn"><sup>#</sup></xref></td>
</tr>
<tr>
<td align="left" valign="middle">Unknown</td>
<td align="left" valign="top">3 (0.3)</td>
<td align="left" valign="top">0</td>
<td align="left" valign="top">3</td>
<td align="left" valign="top">NA</td>
<td align="left" valign="top">NA</td>
<td align="left" valign="top">1.00<xref rid="tfn1" ref-type="table-fn"><sup>#</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top"><bold>Site of tuberculosis</bold></td>
</tr>
<tr>
<td align="left" valign="top">Pulmonary</td>
<td align="left" valign="top">782 (87.1)</td>
<td align="left" valign="top">24</td>
<td align="left" valign="top">758</td>
<td align="left" valign="top">0.89</td>
<td align="left" valign="top">0.30&#x2013;2.60</td>
<td align="left" valign="top">1.00<xref rid="tfn1" ref-type="table-fn"><sup>#</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top">Extrapulmonary</td>
<td align="left" valign="top">116 (12.9)</td>
<td align="left" valign="top">4</td>
<td align="left" valign="top">112</td>
<td align="left" valign="top" colspan="3">Ref.</td>
</tr>
<tr>
<td align="left" valign="middle"><bold>Pleural effusion</bold></td>
</tr>
<tr>
<td align="left" valign="middle">Yes</td>
<td align="left" valign="top">63 (7.0)</td>
<td align="left" valign="top">2</td>
<td align="left" valign="top">61</td>
<td align="left" valign="top" colspan="3">Ref.</td>
</tr>
<tr>
<td align="left" valign="middle">No</td>
<td align="left" valign="top">835 (93.0)</td>
<td align="left" valign="top">26</td>
<td align="left" valign="top">809</td>
<td align="left" valign="top">0.98</td>
<td align="left" valign="top">0.23&#x2013;4.23</td>
<td align="left" valign="top">1.00<xref rid="tfn1" ref-type="table-fn"><sup>#</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top"><bold>Genotype</bold></td>
</tr>
<tr>
<td align="left" valign="top">Genotype Beijing family</td>
<td align="left" valign="top">486 (54.1)</td>
<td align="left" valign="top">15</td>
<td align="left" valign="top">471</td>
<td align="left" valign="top">0.98</td>
<td align="left" valign="top">0.46&#x2013;2.08</td>
<td align="left" valign="top">1.00</td>
</tr>
<tr>
<td align="left" valign="top">Non-Beijing family</td>
<td align="left" valign="top">412 (45.9)</td>
<td align="left" valign="top">13</td>
<td align="left" valign="top">399</td>
<td align="left" valign="top" colspan="3">Ref.</td>
</tr>
<tr>
<td align="left" valign="top" colspan="7"><bold>Drug resistance pattern</bold></td>
</tr>
<tr>
<td align="left" valign="top">RR</td>
<td align="left" valign="top">202 (22.5)</td>
<td align="left" valign="top">5</td>
<td align="left" valign="top">197</td>
<td align="left" valign="top">0.74</td>
<td align="left" valign="top">0.28&#x2013;1.98</td>
<td align="left" valign="top">0.55</td>
</tr>
<tr>
<td align="left" valign="top">MDR</td>
<td align="left" valign="top">608 (67.7)</td>
<td align="left" valign="top">20</td>
<td align="left" valign="top">588</td>
<td align="left" valign="top">1.20</td>
<td align="left" valign="top">0.52&#x2013;2.76</td>
<td align="left" valign="top">0.67</td>
</tr>
<tr>
<td align="left" valign="top">Pre-XDR</td>
<td align="left" valign="top">74 (8.2)</td>
<td align="left" valign="top">3</td>
<td align="left" valign="top">71</td>
<td align="left" valign="top">1.35</td>
<td align="left" valign="top">0.40&#x2013;4.58</td>
<td align="left" valign="top">0.72<xref rid="tfn1" ref-type="table-fn"><sup>#</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top">XDR</td>
<td align="left" valign="top">14 (1.6)</td>
<td align="left" valign="top">0</td>
<td align="left" valign="top">14</td>
<td align="left" valign="top">NA</td>
<td align="left" valign="top">NA</td>
<td align="left" valign="top">1.00<xref rid="tfn1" ref-type="table-fn"><sup>#</sup></xref></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>AFB smear, acid-fast bacilli smear; RR, rifampicin-resistant; MDR, multidrug-resistant; Pre-XDR, Pre-extensively drug-resistant; XDR, extensively drug-resistant; OR, odds ratio; CI, confidence interval; Ref., reference; and NA, not applicable due to a small no. of cases.</p>
<fn id="tfn1">
<label>#</label>
<p>Fisher&#x2019;s exact probability test (two tailed).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec10">
<title>BDQ Susceptibility</title>
<sec id="sec11">
<title>Phenotypic DST</title>
<p>The BDQ MIC<sub>50,</sub> MIC<sub>90,</sub> and MIC<sub>99</sub> values of the 898 isolates were 0.06, 0.12, and 0.5&#x03BC;g/ml, respectively (<xref rid="fig2" ref-type="fig">Figure 2</xref>). We observed a unimodal BDQ MIC distribution that peaked at 0.03 (29.7%; <xref rid="fig2" ref-type="fig">Figure 2</xref>). Based on the resistance breakpoint (&#x2265; 0.25&#x03BC;g/ml), we found 3.1% (28/898) isolates were resistant to BDQ. Of the 28 isolates with BDQ MIC&#x2265;0.25&#x03BC;g/ml, 2.5% (5/202), 3.3% (20/608), 4.1% (3/74), and 0.0% (0/14) cases were classified as RR-TB, MDR-TB, Pre-XDR-TB, and XDR-TB, respectively (<xref rid="tab2" ref-type="table">Table 2</xref>). However, a study conducted in China, the highest BDQ resistance was found in XDR-TB (16.7%), followed by MDR-TB (5.6%) and Pre-XDR-TB (4.2%; <xref ref-type="bibr" rid="ref53">Yang et al., 2020</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Distributions of the bedaquiline MIC values among 898<italic>Mycobacterium tuberculosis</italic> complex isolates including rifampicin-resistant (RR), multidrug-resistant (MDR), pre-extensively drug-resistant (pre-XDR), and extensively drug-resistant XDR isolates.</p>
</caption>
<graphic xlink:href="fmicb-12-754249-g002.tif"/>
</fig>
<p>The phenotypic drug resistance profiles and MIC distribution of 93 isolates are shown in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref> and <xref rid="fig3" ref-type="fig">Figure 3</xref>, respectively. Of the 93 isolates, 28 isolates had MIC&#x2265;0.25&#x03BC;g/ml, 22 (23.7%) isolates exhibited MGIT-BDQ resistance, and 23 (24.7%) isolates harbored mutations in the <italic>atpE</italic>, <italic>Rv0678</italic>, and <italic>pepQ</italic> genes (<xref rid="fig3" ref-type="fig">Figure 3</xref> and <xref rid="tab3" ref-type="table">Table 3</xref>). Two silent mutations, <italic>atpE</italic> E61E and <italic>pepQ</italic> A210A, were observed in 2 MGIT-BDQ-susceptible isolates with MIC&#x003C;0.25&#x03BC;g/ml. The ranges of the BDQ MICs obtained for isolates with wild-type (WT) and <italic>Rv0678</italic> mutations were &#x2264;0.008 to 0.25&#x03BC;g/ml and 0.015 to 1&#x03BC;g/ml, respectively (<xref rid="tab3" ref-type="table">Table 3</xref>). We found that 10 MGIT-BDQ-susceptible and genotypic WT isolates had MICs close to the critical concentration (0.25&#x03BC;g/ml; <xref rid="fig3" ref-type="fig">Figure 3</xref>). Interestingly, four isolates showed whole <italic>Rv0678</italic> gene deletion (Del 778,989&#x2013;779,851), one and two isolates had MIC values of 0.5&#x03BC;g/ml and 0.25&#x03BC;g/ml, respectively, and one genotypic hetero-resistant isolate, Del 778,989&#x2013;779,851 + WT, exhibited a MIC value equal to 0.12&#x03BC;g/ml (<xref rid="tab3" ref-type="table">Table 3</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Distributions of the bedaquiline MIC values and gene mutations of 93 study isolates. R, resistant; S, susceptible.</p>
</caption>
<graphic xlink:href="fmicb-12-754249-g003.tif"/>
</fig>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Genotypic and phenotypic BDQ drug susceptibility testing results of 93 study isolates.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" colspan="3">Genotypic DST (Mutation)</th>
<th align="left" valign="top" colspan="11">Phenotypic DST (No. of isolates)</th>
</tr>
<tr>
<th align="left" valign="middle" rowspan="2"><italic>atpE</italic></th>
<th align="center" valign="middle" rowspan="2"><italic>pepQ</italic></th>
<th align="center" valign="middle" rowspan="2"><italic>Rv0678</italic></th>
<th align="center" valign="middle" rowspan="2">No of isolates (%)</th>
<th align="center" valign="middle" colspan="2">MGIT 1.0&#x03BC;g/ml</th>
<th align="center" valign="middle" colspan="8">MIC (&#x03BC;g/ml)</th>
</tr>
<tr>
<th align="center" valign="middle">S</th>
<th align="center" valign="middle">R</th>
<th align="center" valign="middle">0.008</th>
<th align="center" valign="middle">0.015</th>
<th align="center" valign="middle">0.03</th>
<th align="center" valign="middle">0.06</th>
<th align="center" valign="middle">0.12</th>
<th align="center" valign="middle">0.25</th>
<th align="center" valign="middle">0.5</th>
<th align="center" valign="middle">1</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">WT</td>
<td align="center" valign="middle">WT</td>
<td align="center" valign="middle">WT</td>
<td align="center" valign="middle">70 (75.3)</td>
<td align="center" valign="middle">65</td>
<td align="center" valign="middle">5<xref rid="tfn2" ref-type="table-fn"><sup>&#x002A;</sup></xref></td>
<td align="center" valign="middle">2</td>
<td/>
<td align="center" valign="middle">10</td>
<td align="center" valign="middle">20</td>
<td align="center" valign="middle">26</td>
<td align="center" valign="middle">12</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">E61E</td>
<td align="center" valign="middle">WT</td>
<td align="center" valign="middle">WT</td>
<td align="center" valign="middle">1 (1.1)</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">0</td>
<td/>
<td/>
<td/>
<td align="center" valign="middle">1</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">WT</td>
<td align="center" valign="middle">A210A</td>
<td align="center" valign="middle">WT</td>
<td align="center" valign="middle">1 (1.1)</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">0</td>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="middle">1</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">WT</td>
<td align="center" valign="middle">WT</td>
<td align="center" valign="middle">c-11a</td>
<td align="center" valign="middle">1 (1.1)</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">0</td>
<td/>
<td align="center" valign="middle">1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">WT</td>
<td align="center" valign="middle">WT</td>
<td align="center" valign="middle">g-14a</td>
<td align="center" valign="middle">1 (1.1)</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="middle">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">WT</td>
<td align="center" valign="middle">WT</td>
<td align="center" valign="middle">C46Y</td>
<td align="center" valign="middle">1 (1.1)</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">1</td>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="middle">1</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">WT</td>
<td align="center" valign="middle">WT</td>
<td align="center" valign="middle">S53P</td>
<td align="center" valign="middle">2 (2.2)</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">2</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
</tr>
<tr>
<td align="left" valign="middle">WT</td>
<td align="center" valign="middle">WT</td>
<td align="center" valign="middle">I80S</td>
<td align="center" valign="middle">3 (3.2)</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">3</td>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">2</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">WT</td>
<td align="center" valign="middle">WT</td>
<td align="center" valign="middle">L83P</td>
<td align="center" valign="middle">1 (1.1)</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="middle">1</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">WT</td>
<td align="center" valign="middle">WT</td>
<td align="center" valign="middle">G87A</td>
<td align="center" valign="middle">1 (1.1)</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">0</td>
<td/>
<td/>
<td align="center" valign="middle">1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">WT</td>
<td align="center" valign="middle">WT</td>
<td align="center" valign="middle">F100Y</td>
<td align="center" valign="middle">1 (1.1)</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="middle">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">WT</td>
<td align="center" valign="middle">WT</td>
<td align="center" valign="middle">A102V</td>
<td align="center" valign="middle">1 (1.1)</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="middle">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">WT</td>
<td align="center" valign="middle">WT</td>
<td align="center" valign="middle">L114P</td>
<td align="center" valign="middle">1 (1.1)</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="middle">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">WT</td>
<td align="center" valign="middle">WT</td>
<td align="center" valign="middle">Del 11&#x2013;63 Fs (29 stop)</td>
<td align="center" valign="middle">1 (1.1)</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="middle">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">WT</td>
<td align="center" valign="middle">WT</td>
<td align="center" valign="middle">Ins g 181&#x2013;182 Fs (80 stop)</td>
<td align="center" valign="middle">2 (2.2)</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">2</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="middle">2</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">WT</td>
<td align="center" valign="middle">WT</td>
<td align="center" valign="middle">Ins a 274&#x2013;275 Fs (92 stop) + WT</td>
<td align="center" valign="middle">1 (1.1)</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="middle">1</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">WT</td>
<td align="center" valign="middle">WT</td>
<td align="center" valign="middle">Whole gene Del + WT</td>
<td align="center" valign="middle">1 (1.1)</td>
<td align="center" valign="middle">1<xref rid="tfn3" ref-type="table-fn"><sup>#</sup></xref></td>
<td align="center" valign="middle">0</td>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="middle">1</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">WT</td>
<td align="center" valign="middle">WT</td>
<td align="center" valign="middle">Whole gene Del</td>
<td align="center" valign="middle">3 (3.2)</td>
<td align="center" valign="middle">1<xref rid="tfn4" ref-type="table-fn"><sup>^</sup></xref></td>
<td align="center" valign="middle">2</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">1</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>DST, drug susceptibility testing; WT, wild type; Del, deletion; Ins, insertion; and Fs, frameshift mutation.</p>
<fn id="tfn2">
<label>&#x002A;</label>
<p>Borderline resistance: GU<sub>400</sub> growth control &#x2013; GU<sub>100</sub> BDQ&#x2264;1day.</p>
</fn>
<fn id="tfn3">
<label>#</label>
<p>Borderline susceptible: GU<sub>100</sub> BDQ &#x2013; GU<sub>400</sub> growth control &#x2264;1day<sup>#</sup>.</p>
</fn>
<fn id="tfn4">
<label>^</label>
<p>Borderline susceptible: GU<sub>100</sub> BDQ &#x2013; GU<sub>400</sub> growth control &#x2264;2day^.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Notably, we found 5 MGIT-BDQ broadline-resistant isolates with discordant genotypic WT results, and the time lag between the MGIT GU<sub>400</sub> growth control and GU<sub>100</sub> experimental groups was less than 1day. Furthermore, among the 2 MGIT-BDQ-susceptible isolates with whole <italic>Rv0678</italic> gene deletion, one isolate showed a MIC equal to 0.12&#x03BC;g/ml, and the lag time between GU<sub>400</sub> and GU<sub>100</sub> was less than 1day; the other isolate presented a MIC of 0.25&#x03BC;g/ml, and the lag time between GU<sub>400</sub> and GU<sub>100</sub> was less than 2days (<xref rid="tab3" ref-type="table">Table 3</xref>).</p>
<p>Of the 18 isolates with BDQ MIC=0.25&#x03BC;g/ml, 38.9% (7/18), and 61.1% (11/18) isolates were MGIT-BDQ resistant and susceptible, respectively (<xref rid="fig3" ref-type="fig">Figure 3</xref>). It might not be appropriate to use a single breakpoint to determine categorical DST results. Therefore, we recommended to define MIC=0.25&#x03BC;g/ml as intermediate susceptible to resolve discordant results obtained from different DST methods.</p>
</sec>
<sec id="sec12">
<title>Genotypic DST</title>
<p>Of the 23 isolates harboring mutations in the <italic>atpE</italic>, <italic>Rv0678</italic>, or <italic>pepQ</italic> genes, six (26.1%) isolates were MGIT-BDQ susceptible. Of these, two isolates harbored silent mutations in the <italic>atpE</italic> and <italic>pepQ</italic> genes (each isolate had a mutation in one of these genes), and four isolates harbored mutations in <italic>Rv0678</italic>, including c-11a (<italic>N</italic>=1, Beijing), G87A (<italic>N</italic>=1, T1), and whole gene deletion (<italic>N</italic>=2, Beijing; <xref rid="tab3" ref-type="table">Table 3</xref>). In addition, 17 (73.9%) MGIT-BDQ-resistant isolates harbored <italic>Rv0678</italic> mutations, including five known mutations (<italic>N</italic>=6), namely, C46Y (<italic>N</italic>=1, T2), S53P (<italic>N</italic>=2, 2 EAI), L83P (<italic>N</italic>=1, Beijing), L114P (<italic>N</italic>=1, Beijing), and Ins a 274&#x2013;275/Fs (<italic>N</italic>=1, Haarlem-3), and seven novel mutations (<italic>N</italic>=11; <xref rid="tab3" ref-type="table">Table 3</xref>). The analysis of these novel mutations showed that six isolates harbored mutations, namely, g-14a (<italic>N</italic>=1, EAI), I80S (<italic>N</italic>=3, Haarlem-3), F100Y (<italic>N</italic>=1, unidentified), and A102V (<italic>N</italic>=1, T2), two isolates exhibited whole <italic>Rv0678</italic> gene deletion (Beijing), and three isolates harbored Del 11&#x2013;63/Fs (29 stop; <italic>N</italic>=1, T1) and Ins g 181&#x2013;182/Fs (80 stop; <italic>N</italic>=2, unidentified) mutations (<xref rid="tab3" ref-type="table">Table 3</xref>). Two hetero-resistant isolates, Ins a 274&#x2013;275/Fs (92 stop) + WT (Haarlem-3) and whole <italic>Rv0678</italic> gene deletion + WT (Beijing), were identified.</p>
</sec>
</sec>
<sec id="sec13">
<title>Characteristics and Clinical Outcomes of Cases With MGIT-BDQ-Resistant Isolates</title>
<p>The mean age of the 22 patients with MGIT-BDQ-resistant isolates was 54.5&#x00B1;16.0years, 77.3% (17/22) of the patients were male, and 86.4% (19/22) were new cases (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>). These 22 cases included 2 (9.1%) cases of RR-TB, 15 (68.2%) cases of MDR-TB, four (18.2%) cases of Pre-XDR-TB, and one (4.5%) case of XDR-TB. The major spoligotypes of the 22 isolates were 31.8% (7/22) Beijing family, 27.3 (6/22) Haarlem, and 13.6% (3/22) East African-Indian (EAI), respectively. We found isolates with identical <italic>Rv0678</italic> mutation had the same spoligotypes (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>). Of the 14 (63.6%) cases with favorable treatment outcomes, regardless of the <italic>Rv0678</italic> mutations, five cases were treated with BDQ-containing regimens, and these included one case still under treatment with sputum culture conversion.</p>
</sec>
</sec>
<sec id="sec14" sec-type="discussions">
<title>Discussion</title>
<p>BDQ is a core drug in the treatment of DR-TB responsible for reducing mortality and improving outcomes (<xref ref-type="bibr" rid="ref33">Olayanju et al., 2018</xref>; <xref ref-type="bibr" rid="ref39">Schnippel et al., 2018</xref>; <xref ref-type="bibr" rid="ref27">Mbuagbaw et al., 2019</xref>). The emergence of BDQ resistance raises concerns in the DR-TB control program. In this retrospective population-based study, the rate of BDQ resistance (MIC&#x2265;0.25&#x03BC;g/ml) among DR-TB cases without BDQ and CFZ exposure was found to be 3.1% (28/898) in Taiwan, whereas other studies found values of 1.0% in France (<xref ref-type="bibr" rid="ref41">Veziris et al., 2017</xref>), 1.3% in Russia (<xref ref-type="bibr" rid="ref35">Peretokina et al., 2020</xref>), 2.2&#x2013;3.9% in China (<xref ref-type="bibr" rid="ref34">Pang et al., 2017</xref>; <xref ref-type="bibr" rid="ref24">Liu et al., 2020</xref>; <xref ref-type="bibr" rid="ref53">Yang et al., 2020</xref>), and 2.3% in a multicountry population (<xref ref-type="bibr" rid="ref9">Diacon et al., 2014</xref>; <xref ref-type="bibr" rid="ref38">Pym et al., 2016</xref>; <xref ref-type="bibr" rid="ref42">Villellas et al., 2017</xref>). Furthermore, we identified 77.3% (17/22) of MGIT-BDQ-resistant isolates harboring <italic>Rv0678</italic> mutations (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>), which might not be associated with CFZ cross-resistance (<xref ref-type="bibr" rid="ref52">Xu et al., 2017</xref>; <xref ref-type="bibr" rid="ref11">Ghodousi et al., 2019</xref>; <xref ref-type="bibr" rid="ref6">Beckert et al., 2020</xref>), whereas the other studies found corresponding values of 50.0&#x2013;66.7% in China (<xref ref-type="bibr" rid="ref34">Pang et al., 2017</xref>; <xref ref-type="bibr" rid="ref53">Yang et al., 2020</xref>), 66.7% in Australia (<xref ref-type="bibr" rid="ref26">Martinez et al., 2018</xref>), 71.4% in Germany (<xref ref-type="bibr" rid="ref2">Andres et al., 2020</xref>), 75.0% in France (<xref ref-type="bibr" rid="ref41">Veziris et al., 2017</xref>), 100% in South Africa (<xref ref-type="bibr" rid="ref32">Nimmo et al., 2020b</xref>), 100% in Russia (<xref ref-type="bibr" rid="ref55">Zimenkov et al., 2017</xref>; <xref ref-type="bibr" rid="ref35">Peretokina et al., 2020</xref>), and 100% in a multicountry population (<xref ref-type="bibr" rid="ref42">Villellas et al., 2017</xref>). BDQ resistance might naturally occurred or during treatment with other anti-TB drugs (<xref ref-type="bibr" rid="ref53">Yang et al., 2020</xref>) or previous use of antifungal drugs (<xref ref-type="bibr" rid="ref28">Milano et al., 2009</xref>; <xref ref-type="bibr" rid="ref13">Hartkoorn et al., 2014</xref>). In Taiwan, the 4% prevalence rate of azole-resistant <italic>Aspergillus fumigatus</italic> clinical isolates mainly emerged from the environment and during antifungal treatment (<xref ref-type="bibr" rid="ref51">Wu et al., 2020</xref>), and its influence on BDQ resistance remains elusive. The reason for preexisting BDQ resistance is unknown and challenges the future use of BDQ in DR-TB treatment.</p>
<p>Notably, BDQ resistance determined using by MGIT DST using the suggested that a&#x2265;1day cutoff value might yield disputable susceptibility results. We observed that 22.7% (5/22) of MGIT-BDQ-resistant isolates had no mutations in the <italic>atpE</italic>, <italic>Rv0678</italic>, <italic>pepQ</italic> genes, and the same observations were obtained in France, China, and Iran (<xref ref-type="bibr" rid="ref34">Pang et al., 2017</xref>; <xref ref-type="bibr" rid="ref41">Veziris et al., 2017</xref>; <xref ref-type="bibr" rid="ref10">Ghajavand et al., 2019</xref>; <xref ref-type="bibr" rid="ref24">Liu et al., 2020</xref>). Due to the identification of 5 MGIT-BDQ broadline-resistant isolates with genotypic WT results for <italic>Rv0678</italic>, the assessment of raw MGIT-BDQ DST data is suggested. Nevertheless, MGIT-BDQ-resistant isolates with no mutations in the <italic>atpE</italic>, <italic>Rv0678</italic>, and <italic>pepQ</italic> genes might be caused by other resistance mechanisms, such as non-Rv0678 transcriptional regulators of mmpL5/mmpS5, as proven in a system consisting of two components, TrcR and TrcS, using whole-genome microarray technology (<xref ref-type="bibr" rid="ref43">Wernisch et al., 2003</xref>), or overexpression of the BDQ-response regulons <italic>Rv0324</italic> and <italic>Rv0880</italic> (<xref ref-type="bibr" rid="ref36">Peterson et al., 2016</xref>).</p>
<p>Excluding the five aforementioned isolates, the susceptibility to BDQ determined using the WHO interim critical concentration for MGIT (1&#x03BC;g/ml) was reliable (<xref ref-type="bibr" rid="ref45">WHO, 2018</xref>). Nevertheless, we found that an MIC of 0.5&#x03BC;g/ml, but not 0.25&#x03BC;g/ml, could consistently determine BDQ resistance based on mutations in <italic>Rv0678</italic> (<xref rid="tab3" ref-type="table">Table 3</xref>). Consequently, an MIC of 0.25&#x03BC;g/ml could be considered an intermediate-susceptible category for DST as defined by the Clinical Laboratory Standards Institute.</p>
<p>Previous studies have revealed that mutations scattered across <italic>Rv0678</italic> result in MIC shifts and might not be linked to specific <italic>M. tuberculosis</italic> lineages (<xref ref-type="bibr" rid="ref42">Villellas et al., 2017</xref>; <xref ref-type="bibr" rid="ref55">Zimenkov et al., 2017</xref>; <xref ref-type="bibr" rid="ref15">Ismail et al., 2019</xref>; <xref ref-type="bibr" rid="ref5">Battaglia et al., 2020</xref>; <xref ref-type="bibr" rid="ref35">Peretokina et al., 2020</xref>; <xref ref-type="bibr" rid="ref32">Nimmo et al., 2020b</xref>). In this study, <italic>Rv0678</italic> mutations were not associated with specific genotypes. Of note, we identified four Beijing isolates with whole <italic>Rv0678</italic> gene deletion that exhibited various MICs ranging from 0.012 to 0.5&#x03BC;g/ml, and whether this deletion is a lost-of-function mutation or due to an existing epistatic factor merits further investigation. The intergenic region mutation c-11a (MIC=0.015&#x03BC;g/ml), which is found exclusively in Beijing isolates, was consistent with that observed in a study conducted in Belgium; however, it might not be associated with drug resistance (<xref ref-type="bibr" rid="ref42">Villellas et al., 2017</xref>). Because isolates harboring the G87R mutation in <italic>Rv0678</italic> are susceptible to BDQ (<xref ref-type="bibr" rid="ref26">Martinez et al., 2018</xref>; <xref ref-type="bibr" rid="ref5">Battaglia et al., 2020</xref>), a novel G87A mutation (MIC=0.03&#x03BC;g/ml) identified in this study might not have impacted the structure and stability of the protein. Studies have revealed that mutations occurring at amino acids 62&#x2013;68 interfere with helix recognition of the DNA-binding domain in other MarR family regulators (<xref ref-type="bibr" rid="ref14">Hong et al., 2005</xref>). We found that in 2 BDQ-resistant isolates, the introduction of Del 11&#x2013;63/Fs (29 stops; <italic>N</italic>=1) and Ins g 181&#x2013;182/Fs (80 stops) might cause loss of the functional folded protein and subsequently destabilize Rv0678 (<xref ref-type="bibr" rid="ref19">Kadura et al., 2020</xref>). The association of drug resistance and novel <italic>Rv0678</italic> mutations found in MGIT-BDQ-resistant isolates merits further investigation.</p>
<p>Furthermore, resistance-conferring mutations in the <italic>atpE</italic> gene and other probable BDQ resistance-associated genes, <italic>pepQ</italic>, <italic>Rv1979c</italic> (<xref ref-type="bibr" rid="ref16">Ismail et al., 2018</xref>), and <italic>mmpL5</italic>, might be potential determinants. Because <italic>atpE</italic> and <italic>pepQ</italic> mutations were found to not confer high- or low-level BDQ resistance in this study and the existing <italic>Rv0678</italic> mutations might not be associated with BDQ resistance, careful evaluation of the prescription of BDQ in the regimens for DR-TB treatment is recommended. In our PMDT program, periodical expert consultation on treatment and management is conducted through the TMTC.</p>
<p>Because most <italic>Rv0678</italic> mutations are associated with low-level BDQ resistance (<xref ref-type="bibr" rid="ref41">Veziris et al., 2017</xref>; <xref ref-type="bibr" rid="ref42">Villellas et al., 2017</xref>; <xref ref-type="bibr" rid="ref52">Xu et al., 2017</xref>; <xref ref-type="bibr" rid="ref55">Zimenkov et al., 2017</xref>; <xref ref-type="bibr" rid="ref5">Battaglia et al., 2020</xref>; <xref ref-type="bibr" rid="ref35">Peretokina et al., 2020</xref>; <xref ref-type="bibr" rid="ref53">Yang et al., 2020</xref>), scarce studies have investigated their impact on treatment outcomes. A study using a mice model showed that BDQ still exhibits bactericidal activity against isolates with <italic>Rv0678</italic> mutations and activity lower than that found in the absence of <italic>Rv0678</italic> mutations (<xref ref-type="bibr" rid="ref4">Andries et al., 2014</xref>). Of the five cases with <italic>Rv0678</italic> mutations that have not been exposed to BDQ and CFZ in South Africa, two cases exhibited favorable outcomes after treatment with BDQ-containing regimens (<xref ref-type="bibr" rid="ref31">Nimmo et al., 2020a</xref>). Of the five patients who acquired BDQ resistance with <italic>Rv0678</italic> mutations after BDQ treatment, four had unfavorable outcomes (<xref ref-type="bibr" rid="ref31">Nimmo et al., 2020a</xref>). A study conducted in China showed that two BDQ- or CFZ treatment-na&#x00EF;ve cases with <italic>Rv0678</italic> mutations showed favorable outcomes after BDQ treatment (<xref ref-type="bibr" rid="ref24">Liu et al., 2020</xref>). Nevertheless, of the five cases that acquired BDQ resistance with <italic>Rv0678</italic> mutations after BDQ treatment, three cases had unfavorable outcomes (<xref ref-type="bibr" rid="ref24">Liu et al., 2020</xref>). This was a retrospective cohort study, and we report observed results. Individualized regimens for 22 MGIT-BDQ-resistant TB cases were in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S3</xref>. Nevertheless, in line with WHO recommendations, we observed that DR-TB cases with isolates harbored <italic>Rv0678</italic> mutations could be treated with nonBDQ-containing regimens of at least four drugs, and had favorable outcomes (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S3</xref>). Since the frequencies of favorable outcomes in other studies with limited numbers of TB cases, our collective results provide insights for DR-TB management. Particularly, of the five primary BDQ-resistant cases treated with a regime that included BDQ, four cases had favorable outcomes, and one was under treatment with sputum culture conversion (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>). No case of relapse was recorded after 7years of BDQ use.</p>
</sec>
<sec id="sec15" sec-type="conclusions">
<title>Conclusion</title>
<p>This study provides the first report on the population-based surveillance and molecular characteristics of BDQ susceptibility among DR <italic>M. tuberculosis</italic> isolates in Taiwan. For isolates with borderline phenotypic resistance to MGIT-BDQ, checking for GU differences or conducting genotypic analyses are suggested to rule out the possibility of BDQ resistance. In accordance with other previous studies, the present study found that BDQ resistance was mainly caused by <italic>Rv0678</italic> mutations, including some that were not resistance-conferring mutations. Furthermore, a MIC of 0.25&#x03BC;g/ml could be considered an intermediate-susceptible category for DST. We observed favorable outcomes among patients with DR-TB receiving BDQ-containing regimens regardless of <italic>Rv0678</italic> mutations. In the PMDT program, comprehensive DST should be performed to inform the prescription of BDQ in the treatment of DR-TB with the aim of achieving better treatment outcomes.</p>
</sec>
<sec id="sec16" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="sec17">
<title>Author Contributions</title>
<p>RJ designed the research. S-HW, C-HC, and H-CH performed the experiments. RJ and S-HW analyzed the results and wrote the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="sec41" sec-type="funding-information">
<title>Funding</title>
<p>This study was supported by grants (MOHW109-CDC-C-315-114403 and MOHW110-CDC-C-315-114405) from the Taiwan Centers for Disease Control, Ministry of Health and Welfare, Taiwan.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec001" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<ack>
<p>The authors would like to thank Mei-Hua Wu, Tai-Hua Chan, and Yu-Hsin Hsiao for their technical support and the CRyPTIC project for providing the MIC plates for BDQ testing.</p>
</ack>
<sec id="sec19" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2021.754249/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2021.754249/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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