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Finci I, Albertini A, Merker M, Andres S, Bablishvili N, Barilar I, Cáceres T, Crudu V, Gotuzzo E, Hapeela N, Hoffmann H, Hoogland C, Kohl TA, Kranzer K, Mantsoki A, Maurer FP, Nicol MP, Noroc E, Plesnik S, Rodwell T, Ruhwald M, Savidge T, Salfinger M, Streicher E, Tukvadze N, Warren R, Zemanay W, Zurek A, Niemann S, Denkinger CM. Investigating resistance in clinical Mycobacterium tuberculosis complex isolates with genomic and phenotypic antimicrobial susceptibility testing: a multicentre observational study. Lancet Microbe 2022; 3:e672-e682. [PMID: 35907429 PMCID: PMC9436784 DOI: 10.1016/s2666-5247(22)00116-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Revised: 03/10/2022] [Accepted: 04/14/2022] [Indexed: 01/01/2023]
Abstract
BACKGROUND Whole-genome sequencing (WGS) of Mycobacterium tuberculosis complex has become an important tool in diagnosis and management of drug-resistant tuberculosis. However, data correlating resistance genotype with quantitative phenotypic antimicrobial susceptibility testing (AST) are scarce. METHODS In a prospective multicentre observational study, 900 clinical M tuberculosis complex isolates were collected from adults with drug-resistant tuberculosis in five high-endemic tuberculosis settings around the world (Georgia, Moldova, Peru, South Africa, and Viet Nam) between Dec 5, 2014, and Dec 12, 2017. Minimum inhibitory concentrations (MICs) and resulting binary phenotypic AST results for up to nine antituberculosis drugs were determined and correlated with resistance-conferring mutations identified by WGS. FINDINGS Considering WHO-endorsed critical concentrations as reference, WGS had high accuracy for prediction of resistance to isoniazid (sensitivity 98·8% [95% CI 98·5-99·0]; specificity 96·6% [95% CI 95·2-97·9]), levofloxacin (sensitivity 94·8% [93·3-97·6]; specificity 97·1% [96·7-97·6]), kanamycin (sensitivity 96·1% [95·4-96·8]; specificity 95·0% [94·4-95·7]), amikacin (sensitivity 97·2% [96·4-98·1]; specificity 98·6% [98·3-98·9]), and capreomycin (sensitivity 93·1% [90·0-96·3]; specificity 98·3% [98·0-98·7]). For rifampicin, pyrazinamide, and ethambutol, the specificity of resistance prediction was suboptimal (64·0% [61·0-67·1], 83·8% [81·0-86·5], and 40·1% [37·4-42·9], respectively). Specificity for rifampicin increased to 83·9% when borderline mutations with MICs overlapping with the critical concentration were excluded. Consequently, we highlighted mutations in M tuberculosis complex isolates that are often falsely identified as susceptible by phenotypic AST, and we identified potential novel resistance-conferring mutations. INTERPRETATION The combined analysis of mutations and quantitative phenotypes shows the potential of WGS to produce a refined interpretation of resistance, which is needed for individualised therapy, and eventually could allow differential drug dosing. However, variability of MIC data for some M tuberculosis complex isolates carrying identical mutations also reveals limitations of our understanding of the genotype and phenotype relationships (eg, including epistasis and strain genetic background). FUNDING Bill & Melinda Gates Foundation, German Centre for Infection Research, German Research Foundation, Excellence Cluster Precision Medicine of Inflammation (EXC 2167), and Leibniz ScienceCampus EvoLUNG.
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Affiliation(s)
- Iris Finci
- Molecular and Experimental Mycobacteriology, Research Center Borstel, Borstel, Germany
| | | | - Matthias Merker
- Molecular and Experimental Mycobacteriology, Research Center Borstel, Borstel, Germany; Evolution of the Resistome, Research Center Borstel, Borstel, Germany; National and Supranational Reference Center for Mycobacteria, Research Center Borstel, Borstel, Germany; Hamburg-Borstel-Lübeck-Riems, Germany
| | - Sönke Andres
- National and Supranational Reference Center for Mycobacteria, Research Center Borstel, Borstel, Germany
| | - Nino Bablishvili
- National Center for Tuberculosis and Lung Diseases, Tbilisi, Georgia
| | - Ivan Barilar
- Molecular and Experimental Mycobacteriology, Research Center Borstel, Borstel, Germany; National and Supranational Reference Center for Mycobacteria, Research Center Borstel, Borstel, Germany; Hamburg-Borstel-Lübeck-Riems, Germany
| | - Tatiana Cáceres
- Instituto de Medicina Tropical Alexander von Humboldt, Universidad Peruana Cayetano Heredia, Lima, Perú
| | - Valeriu Crudu
- Phthisiopneumology Institute Chiril Draganiuc, Chisinau, Moldova
| | - Eduardo Gotuzzo
- Instituto de Medicina Tropical Alexander von Humboldt, Universidad Peruana Cayetano Heredia, Lima, Perú
| | - Nchimunya Hapeela
- Division of Medical Microbiology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | - Harald Hoffmann
- SYNLAB Gauting, SYNLAB MVZ Dachau, Gauting, Germany; Institute of Microbiology and Laboratory Medicine (IML Red), WHO Supranational TB Reference Laboratory, Gauting, Germany
| | | | - Thomas A Kohl
- Molecular and Experimental Mycobacteriology, Research Center Borstel, Borstel, Germany; National and Supranational Reference Center for Mycobacteria, Research Center Borstel, Borstel, Germany; Hamburg-Borstel-Lübeck-Riems, Germany
| | - Katharina Kranzer
- National and Supranational Reference Center for Mycobacteria, Research Center Borstel, Borstel, Germany; Department of Clinical Research, London School of Hygiene & Tropical Medicine, London, UK; Biomedical Research and Training Institute, Harare, Zimbabwe
| | | | - Florian P Maurer
- National and Supranational Reference Center for Mycobacteria, Research Center Borstel, Borstel, Germany; Institute of Medical Microbiology, Virology and Hygiene, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Mark P Nicol
- Division of Medical Microbiology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa; Division of Infection and Immunity, School of Biomedical Sciences, University of Western Australia, Perth, WA, Australia
| | - Ecaterina Noroc
- Phthisiopneumology Institute Chiril Draganiuc, Chisinau, Moldova
| | - Sara Plesnik
- Institute of Microbiology and Laboratory Medicine (IML Red), WHO Supranational TB Reference Laboratory, Gauting, Germany
| | - Timothy Rodwell
- FIND, Geneva, Switzerland; Division of Pulmonary, Critical Care and Sleep Medicine, University of California San Diego, La Jolla, CA, USA
| | | | - Theresa Savidge
- Advanced Diagnostic Laboratories, National Jewish Health, Denver, CO, USA; Alaska State Public Health Laboratories, Anchorage, AK, USA
| | - Max Salfinger
- College of Public Health, University of South Florida, Tampa, FL, USA; Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Elizabeth Streicher
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, SAMRC Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Nestani Tukvadze
- National Center for Tuberculosis and Lung Diseases, Tbilisi, Georgia
| | - Robin Warren
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, SAMRC Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Widaad Zemanay
- Division of Medical Microbiology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | - Anna Zurek
- Advanced Diagnostic Laboratories, National Jewish Health, Denver, CO, USA
| | - Stefan Niemann
- Molecular and Experimental Mycobacteriology, Research Center Borstel, Borstel, Germany; National and Supranational Reference Center for Mycobacteria, Research Center Borstel, Borstel, Germany; Hamburg-Borstel-Lübeck-Riems, Germany
| | - Claudia M Denkinger
- FIND, Geneva, Switzerland; German Center for Infection Research, Heidelberg, Germany; Division of Clinical Tropical Medicine and German Centre for Infection Research, Heidelberg University Hospital, Heidelberg, Germany.
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