Implications of edge cases for antimicrobial susceptibility predictions for rifampin, delamanid, and pretomanid with the WHO Mycobacterium tuberculosis mutation catalog

ABSTRACT The WHO mutation catalog is the reference for genotypic antimicrobial susceptibility predictions (ASPs) for Mycobacterium tuberculosis . To increase sensitivity, WHO endorsed additional grading rules to classify mutations with insufficient experimental evidence. For rifampin, this includes any non-silent rpoB mutation in the rifampin resistance-determining region (RRDR). For delamanid and pretomanid, the rules include loss-of-function (LoF) variants in six resistance genes, including fbiC . Here, we describe three edge cases in which these additional grading rules overcalled resistance. The first case was a low-frequency rpoB variant in RRDR caused by a sequencing artifact. The second case involved a tandem repeat region starting at the end of fbiC . Because the H37Rv reference genome carries 2.7 repeats, deletion of one or two full repeats caused mapping errors, making these deletions appear as minority variants that trigger the fbiC LoF rule. However, assembly showed that these deletions did not affect the fbiC coding region because the remaining repeat substituted for the deleted repeats. The third case was a fbiC frameshift in lineage 4.6.1 Uganda genotype strains, caused by a 19 bp duplication upstream of the same tandem repeat region. Although this frameshift affects the fbiC coding region and meets the fbiC LoF rule, sequence assembly revealed only a modest impact on the end of fbiC . Although catalog performance remains high, WHO and others have acknowledged that, in specific situations, exceptions to its additional grading rules may result in unintended overcalling of resistance. Thus, systematic external quality control and communication of edge cases are essential. IMPORTANCE Antimicrobial susceptibility predictions (ASPs) for Mycobacterium tuberculosis using next-generation sequencing and the WHO mutation catalog are increasingly used for clinical decision-making. This avoids systematic false-resistant results of real-time PCR- or hybridization-based ASP assays caused by mutations that do not confer resistance (e.g., synonymous rifampin resistance-determining region [RRDR] mutations) and, potentially, subsequent inappropriate treatment adjustments. However, we demonstrate that false-resistant results occur even using the WHO mutation catalog for rifampin, delamanid, and pretomanid. Similar exceptions linked to the additional grading rules of the catalog are possible for other drugs, underlining the importance of monitoring the performance of the catalog continuously.

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Journal
Microbiology Spectrum
Published
2026-08-26
DOI
https://doi.org/10.1128/spectrum.01821-26
Primary Topic
Tuberculosis Research and Epidemiology
Type
article
Field-Weighted Citation Impact
0.00

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article

Implications of edge cases for antimicrobial susceptibility predictions for rifampin, delamanid, and pretomanid with the WHO Mycobacterium tuberculosis mutation catalog

Mor Rubinstein, Yelena Losev, Timothy C. Rodwell, Kristin Kremer et al.
Microbiology Spectrum
Tuberculosis Research and Epidemiology
article

Implications of edge cases for antimicrobial susceptibility predictions for rifampin, delamanid, and pretomanid with the WHO Mycobacterium tuberculosis mutation catalog

Mor Rubinstein, Yelena Losev, Timothy C. Rodwell, Kristin Kremer, Altyn Iskakova, Ivan Barilar, Satoshi Mitarai, Katherine A. Bond, Andrii Slyzkyi, Norelle L. Sherry, Richard Anthony, Claudio U. Köser, Taane Gregory Clark, Alexander Mischnik, Jody Phelan, Stefan Niemann, Sönke Andres, Leonid Chindelevitch, Maria Globan, Paolo Miotto, Daniela María Cirillo, Rita Sorrentino, Kristy Horan, Fenja Boysen, Noud Hermans
article en

Abstract

ABSTRACT The WHO mutation catalog is the reference for genotypic antimicrobial susceptibility predictions (ASPs) for Mycobacterium tuberculosis . To increase sensitivity, WHO endorsed additional grading rules to classify mutations with insufficient experimental evidence. For rifampin, this includes any non-silent rpoB mutation in the rifampin resistance-determining region (RRDR). For delamanid and pretomanid, the rules include loss-of-function (LoF) variants in six resistance genes, including fbiC . Here, we describe three edge cases in which these additional grading rules overcalled resistance. The first case was a low-frequency rpoB variant in RRDR caused by a sequencing artifact. The second case involved a tandem repeat region starting at the end of fbiC . Because the H37Rv reference genome carries 2.7 repeats, deletion of one or two full repeats caused mapping errors, making these deletions appear as minority variants that trigger the fbiC LoF rule. However, assembly showed that these deletions did not affect the fbiC coding region because the remaining repeat substituted for the deleted repeats. The third case was a fbiC frameshift in lineage 4.6.1 Uganda genotype strains, caused by a 19 bp duplication upstream of the same tandem repeat region. Although this frameshift affects the fbiC coding region and meets the fbiC LoF rule, sequence assembly revealed only a modest impact on the end of fbiC . Although catalog performance remains high, WHO and others have acknowledged that, in specific situations, exceptions to its additional grading rules may result in unintended overcalling of resistance. Thus, systematic external quality control and communication of edge cases are essential. IMPORTANCE Antimicrobial susceptibility predictions (ASPs) for Mycobacterium tuberculosis using next-generation sequencing and the WHO mutation catalog are increasingly used for clinical decision-making. This avoids systematic false-resistant results of real-time PCR- or hybridization-based ASP assays caused by mutations that do not confer resistance (e.g., synonymous rifampin resistance-determining region [RRDR] mutations) and, potentially, subsequent inappropriate treatment adjustments. However, we demonstrate that false-resistant results occur even using the WHO mutation catalog for rifampin, delamanid, and pretomanid. Similar exceptions linked to the additional grading rules of the catalog are possible for other drugs, underlining the importance of monitoring the performance of the catalog continuously.

Microbiology Spectrum
University of London (GB), The Royal Melbourne Hospital (AU), Vita-Salute San Raffaele University (IT), The University of Melbourne (AU), University of Cambridge (GB), University of California System (US), London School of Hygiene & Tropical Medicine (GB), Japan Anti Tuberculosis Association (JP), National Institute for Public Health and the Environment (NL), Peter Doherty Institute (AU), Office of Infectious Diseases (US), Laboratoire National de Référence (MA), German Center for Infection Research (DE), National Public Health Laboratory (NP), Research Center Borstel - Leibniz Lung Center (DE), Ministry of Health of Kyrgyzstan (KG), Institute of Medical Microbiology and Hygiene (DE), Ural research Institute of Phthisiopulmonology (RU), Genomics (United Kingdom) (GB), Istituti di Ricovero e Cura a Carattere Scientifico (IT), New Delhi Tuberculosis Center (IN), Austin Health (AU), Nagasaki University (JP), Istituto di Ricovero e Cura a Carattere Scientifico San Raffaele (IT), Imperial College London (GB)
European Centre for Disease Prevention and Control, Engineering and Physical Sciences Research Council
Peace, Justice and strong institutions
Openalex Percentile: Top 11%
Tuberculosis Research and Epidemiology
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