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Analytical Procedures

Utility of Targeted, Amplicon-Based Deep Sequencing To Detect Resistance to First-Line Tuberculosis Drugs in Botswana

Qiao Wang, Chawangwa Modongo, Christopher Allender, David M. Engelthaler, Robin M. Warren, Nicola M. Zetola, Sanghyuk S. Shin
Qiao Wang
aSue & Bill Gross School of Nursing, University of California Irvine, Irvine, California, USA
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Chawangwa Modongo
bBotswana-UPenn Partnership, Gaborone, Botswana
cDepartment of Infectious Disease, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA
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Christopher Allender
dTranslational Genomics Research Institute, Flagstaff, Arizona, USA
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David M. Engelthaler
dTranslational Genomics Research Institute, Flagstaff, Arizona, USA
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Robin M. Warren
eNRF-DST Centre of Excellence for Biomedical Tuberculosis Research, Tygerberg, South Africa
fSouth African Medical Research Council Centre for Tuberculosis Research, Tygerberg, South Africa
gDivision of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, South Africa
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Nicola M. Zetola
hDepartment of Radiation Oncology, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA
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Sanghyuk S. Shin
aSue & Bill Gross School of Nursing, University of California Irvine, Irvine, California, USA
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DOI: 10.1128/AAC.00982-19
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    FIG 1

    Sensitivity and specificity of targeted deep sequencing in detecting INH resistance at different RAV frequencies, stratified by HIV infection status. INH, isoniazid; RAV, resistance-associated variants.

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    Characteristics of participantsa

    CharacteristicNo. of HIV-negative patients (%) or median (IQR)No. of HIV-positive patients (%) or median (IQR)Allb patients (%) or median (IQR)
    District
        Gaborone79 (73.8)122 (91.0)207 (83.5)
        Ghanzi28 (26.2)12 (9.0)41 (16.5)
    Gender
        Male63 (58.9)78 (58.2)145 (58.5)
        Female44 (41.1)56 (41.8)103 (41.5)
    Age in years28.4 (22.0–38.0)36.7 (32.6–44.0)34.2 (26.4–42.0)
    Prior hospitalization
        No64 (59.8)70 (52.2)139 (56.0)
        Yes24 (22.4)40 (29.9)66 (26.6)
        Unknown19 (17.8)24 (17.9)43 (17.3)
    Prior TB
        No95 (88.8)110 (82.1)211 (85.1)
        Yes12 (11.2)24 (17.9)37 (14.9)
    Smear microscopy
        Negative12 (11.2)31 (23.1)46 (18.5)
        Positive95 (88.8)103 (76.9)202 (81.5)
    Phenotypic DST
        Susceptible102 (95.3)120 (89.6)229 (92.3)
        INH-monoresistant2 (1.9)6 (4.5)8 (3.2)
        RIF-monoresistant04 (3.0)4 (1.6)
        MDR-TB3 (2.8)4 (3.0)7 (2.8)
    CD4+ T cell countNA196 (104–394)NA
    • ↵a IQR, interquartile range; DST, drug susceptibility testing; INH, isoniazid; RIF, rifampin; MDR-TB, multidrug-resistant TB; NA, not available.

    • ↵b Includes 7 patients with unknown HIV status.

  • TABLE 2

    Characteristics of patients with discordance between deep sequencing and pDST at RAV frequency of ≥50%a

    PatientGenderAge (yr)HIVCD4+ T cell countSmear microscopypDST INHpDST RIFMIRU-VNTRTB treatment outcomeRAV frequency (%)
    1Male47Positive142PositiveResistantSusceptibleSingle strainDefaulted<0.1 all loci
    2Male28PositiveUnknownPositiveResistantSusceptiblePossibly mixed infectionbCompleted<0.1 all loci
    3Female34Positive773PositiveResistantSusceptiblePossibly mixed infectionbCompleted<0.1 all loci
    4Male39Positive17NegativeResistantSusceptibleMixed infectioncCompleted17.01 katG 315ACC
    • ↵a Abbreviations: pDST, phenotypic drug susceptibility testing; INH, isoniazid; RIF, rifampin; MIRU-VNTR, 24-locus mycobacterial interspersed repetitive units-variable number of tandem repeats; RAV, resistance-associated variants.

    • ↵b Defined as the presence of ≥2 repeats at a single locus in the same sputum sample.

    • ↵c Defined as the presence of ≥2 repeats at more than one locus in the same sputum sample.

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Utility of Targeted, Amplicon-Based Deep Sequencing To Detect Resistance to First-Line Tuberculosis Drugs in Botswana
Qiao Wang, Chawangwa Modongo, Christopher Allender, David M. Engelthaler, Robin M. Warren, Nicola M. Zetola, Sanghyuk S. Shin
Antimicrobial Agents and Chemotherapy Oct 2019, 63 (11) e00982-19; DOI: 10.1128/AAC.00982-19

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Utility of Targeted, Amplicon-Based Deep Sequencing To Detect Resistance to First-Line Tuberculosis Drugs in Botswana
Qiao Wang, Chawangwa Modongo, Christopher Allender, David M. Engelthaler, Robin M. Warren, Nicola M. Zetola, Sanghyuk S. Shin
Antimicrobial Agents and Chemotherapy Oct 2019, 63 (11) e00982-19; DOI: 10.1128/AAC.00982-19
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KEYWORDS

HIV infections
next-generation sequencing
diagnostics
drug-resistant tuberculosis
heteroresistance
single-molecule overlapping reads

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