Evidence map›Paper›PMID 42270607›Full record

ArticleNature communications2026

Targeted next-generation sequencing implementation in Eswatini identifies rifampicin and bedaquiline resistance undetected by routine diagnostic testing.

Debrah Vambe, Alexander Kay, Mangaliso Ziyane, Mdigo Thunzini, Sein Sein Thi, Leonardo de Araujo, Viola Dreyer, Tanja Niemann, Busizwe Sibandze, Sijabu Masina and 17 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

27 authors.

Debrah Vambe *Baylor College of Medicine Children's Foundation Eswatini, Mbabane, Eswatini. Debrah.Vambe@bcm.edu.
Alexander Kay *Baylor College of Medicine Children's Foundation Eswatini, Mbabane, Eswatini. Alexander.Kay@bcm.edu.
Mangaliso Ziyane *Baylor College of Medicine Children's Foundation Eswatini, Mbabane, Eswatini.
Mdigo ThunziniBaylor College of Medicine Children's Foundation Eswatini, Mbabane, Eswatini.
Sein Sein ThiNational TB Control Program, Manzini, Eswatini.
Leonardo de AraujoResearch Centre Borstel Leibniz Lung Center, Molecular and Experimental Mycobacteriology, Borstel, Germany.
Viola DreyerResearch Centre Borstel Leibniz Lung Center, Molecular and Experimental Mycobacteriology, Borstel, Germany.ORCID http://orcid.org/0000-0003-2997-3693
Tanja NiemannResearch Centre Borstel Leibniz Lung Center, Molecular and Experimental Mycobacteriology, Borstel, Germany.
Busizwe SibandzeNational Tuberculosis Reference Laboratory, Eswatini Health Laboratory Services, Ministry of Health, Mbabane, Eswatini.
Sijabu MasinaNational TB Control Program, Manzini, Eswatini.
Andrea Maurizio CabibbeIRCCS San Raffaele Scientific Institute, Emerging Bacterial Pathogens Unit, Milan, Italy.ORCID http://orcid.org/0000-0001-9727-6465
Jennifer FurinHarvard Medical School, Department of Global Health and Social Medicine, Boston, MA, USA.
Tafadzwa MazuruseGood Shepherd Hospital, Siteki, Eswatini.ORCID http://orcid.org/0000-0002-8800-8976
Lindokuhle DlaminiNhlangano Health Centre, TB Reference Hospital, Ministry of Health, Mbabane, Eswatini.
Thulani JeleNational TB Control Program, Manzini, Eswatini.
Bheki MambaNational TB Control Program, Manzini, Eswatini.
Gugu MaphalalaNational Tuberculosis Reference Laboratory, Eswatini Health Laboratory Services, Ministry of Health, Mbabane, Eswatini.
Makhosazana DlaminiBaylor College of Medicine Children's Foundation Eswatini, Mbabane, Eswatini.
Mbongeni DubeBaylor College of Medicine Children's Foundation Eswatini, Mbabane, Eswatini.
Nomthandazo LukheleWorld Health Organization Country Office, Mbabane, Eswatini.
Daniela Maria CirilloIRCCS San Raffaele Scientific Institute, Emerging Bacterial Pathogens Unit, Milan, Italy.ORCID http://orcid.org/0000-0001-6415-1535
Anna MandalakasDepartment of Paediatrics, Global TB Program, Baylor College of Medicine, Houston, TX, USA.ORCID http://orcid.org/0000-0002-8091-3509
Christoph LangeDepartment of Paediatrics, Global TB Program, Baylor College of Medicine, Houston, TX, USA.ORCID http://orcid.org/0000-0002-9691-4741
Sphiwe NgwenyaNational TB Control Program, Manzini, Eswatini.
Christian UtpatelResearch Centre Borstel Leibniz Lung Center, Molecular and Experimental Mycobacteriology, Borstel, Germany.
Sindisiwe DlaminiNational Tuberculosis Reference Laboratory, Eswatini Health Laboratory Services, Ministry of Health, Mbabane, Eswatini.
Stefan NiemannResearch Centre Borstel Leibniz Lung Center, Molecular and Experimental Mycobacteriology, Borstel, Germany. sniemann@fz-borstel.de.ORCID http://orcid.org/0000-0002-6604-0684

Funding

Wastewater surveillance to enhance the public health response to HIV and TB in EswatiniDP1HD115427 · NICHD · BAYLOR COLLEGE OF MEDICINE · PI Alexander William Kay · 2024 to 2026
$1.7M
Developing Clinical Prediction Tools to Define Strategies for Differentiated Service Delivery in Children and Adolescents Living with HIV in sub-Saharan Africa.K01TW011482 · FIC · BAYLOR COLLEGE OF MEDICINE · PI KAY, ALEXANDER WILLIAM · 2020 to 2024
$749k
Bundesministerium für Gesundheit (Federal Ministry of Health, Germany) ZMVI1-2519GHP708Deutsches Zentrum für Infektionsforschung (German Center for Infection Research) TTU 02.708FIC NIH HHS K01 TW011482NICHD NIH HHS DP1 HD115427
6 · The paper itself

Abstract

In Eswatini, multidrug-resistant (MDR) Mycobacterium tuberculosis (Mtb) strains harbouring the rifampicin-resistance (RR) rpoB I491F mutation are missed by routine diagnostics, including GeneXpert MTB/RIF Ultra (Xpert Ultra), line probe assays (LPA), and mycobacterium growth indicator tube (MGIT) phenotypic drug susceptibility testing (pDST). To address this diagnostic gap, Eswatini introduced targeted next-generation sequencing (tNGS) in 2019. We analysed 234 patient samples enrolled from June 2021 to December 2024 with isoniazid and/or rifampicin resistance detected by routine diagnostics, or suspected treatment failure, and obtained detailed clinical and outcome data from 59 patients. tNGS detected RR in 159 strains, of which 101 (64%) carried the rpoB I491F mutation. Bedaquiline (BDQ) resistance, conferred by Rv0678 mutations, was identified in 87 strains, rendering 55% (87/159) of RR and 85% (86/101) of rpoB I491F strains genotypically BDQ-resistant. Routine tests substantially under-classified resistance, particularly in strains reported as isoniazid-resistant and rifampicin-susceptible. tNGS-informed treatment changes occurred in 53% (31/59) of patients, with 88% (52/59) treatment success. tNGS is therefore an essential tool to detect rpoB I491F "diagnostic escape" strains with additional BDQ resistance, and underscores the urgent need to reconsider current BPaLM regimens and global drug-resistance classifications.

Indexed as

Antitubercular AgentsDiarylquinolinesDrug Resistance, Multiple, BacterialHigh-Throughput Nucleotide SequencingMycobacterium tuberculosisRifampinTuberculosis, Multidrug-ResistantBacterial ProteinsDiagnostic Tests, RoutineDNA-Directed RNA PolymerasesHumansMicrobial Sensitivity TestsMutationAntitubercular AgentsBacterial ProteinsbedaquilineDiarylquinolinesDNA-Directed RNA PolymerasesRifampinrpoB protein, Mycobacterium tuberculosis

Identifiers

PMID42270607
PMCPMC13462916

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.