Evidence map›Paper›PMID 42157102›Full record

ArticleBMC infectious diseases2026

Whole-genome sequencing suggests recent transmission of rifampicin-resistant tuberculosis in Botswana.

Tuelo Mogashoa, Justice T Ngom, Wonderful T Choga, Johannes Loubser, Ontlametse T Choga, Tuduetso Molefi, One Stephen, Topo Makhondo, Joseph Makhema, Rosemary M Musonda and 5 more

Abstract read
In one paragraph

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

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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5 · Who and what money

Authors and funding

15 authors.

Tuelo MogashoaSouth African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa. tuelomogashoa@me.com.
Justice T NgomSouth African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa.
Wonderful T ChogaBotswana Harvard Health Partnership, Gaborone, Botswana.
Johannes LoubserSouth African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa.
Ontlametse T ChogaBotswana Harvard Health Partnership, Gaborone, Botswana.
Tuduetso MolefiBotswana National Tuberculosis Program, Gaborone, Botswana.
One StephenBotswana National Tuberculosis Reference Laboratory, Gaborone, Botswana.
Topo MakhondoBotswana National Tuberculosis Program, Gaborone, Botswana.
Joseph MakhemaBotswana Harvard Health Partnership, Gaborone, Botswana.
Rosemary M MusondaBotswana Harvard Health Partnership, Gaborone, Botswana.
Simani GaseitsiweBotswana Harvard Health Partnership, Gaborone, Botswana.
Rob M WarrenSouth African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa.
Sikhulile Moyo *Botswana Harvard Health Partnership, Gaborone, Botswana.
Anzaan Dippenaar *Family Medicine and Population Health, University of Antwerp, Antwerp, Belgium.
Elizabeth M Streicher *South African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa.

Funding

Viral Diversity an Innovative Biomarker for Refining Estimates of HIV IncidenceK43TW012350 · FIC · THE BOTSWANA HARVARD HEALTH PARTNERSHIP · PI Sikhulile Moyo · 2022 to 2026
$682k
European and Developing Countries Clinical Trials Partnership TMA2018SF-2458FIC NIH HHS K43 TW012350FIND 2019-32-FIND MDRNIH Fogarty International Centre K43 TW012350TAGENDI PSIA2020-3073
6 · The paper itself

Abstract

backgroundTuberculosis (TB), caused by Mycobacterium tuberculosis (Mtb), continues to be a global health challenge. Transmission of drug-resistant TB (DR-TB) poses a significant threat to effective TB prevention and care strategies. This study's aim was to investigate transmission patterns of DR-TB strains, identify factors associated with the spread and reconstruct their transmission dynamics over the study period in Botswana.

methodsWe analysed whole-genome sequencing data for 195 rifampicin-resistant Mtb isolates, which were isolated between 2016 and 2023. Potential recent transmission clusters were identified using thresholds of 0 and 5 single-nucleotide polymorphisms (SNPs). The temporal signal for the predominant sublineages was assessed in TemPest, and BEAST was used to infer the evolution of Mtb strains over time. All statistical analyses were performed using STATA version 18.

resultsOf the 195 RR-TB isolates, 116 (60%) belonged to lineage 4. By inferring close genomic relatedness between isolates (0 SNPs and ≤ 5 SNPs difference), there was evidence of transmission. Phylogenetic analyses and SNP differences showed evidence of potential transmission events within and across different health districts. At a 0-SNP cut-off to define genomic clusters, being female (OR: 1.68, 95% CI: 1.04-2.7, p = 0.04) and being infected with a lineage 4 strain (OR: 2.80, 95% CI: 1.19-6.80, p = 0.02) were associated with clustering. Treatment history (OR: 1.41, 95% CI: 0.74-2.69, p = 0.30), smear result (OR: 1.11, 95% CI: 0.64-1.95, p = 0.71) and HIV status (OR: 0.58, 95% CI: 0.71-1.87, p = 0.58) were not associated with clustering.

conclusionsOur study offers insights into the transmission of rifampicin-resistant Mtb in Botswana. The findings indicate that targeted interventions in health districts showing evidence of transmission could help stop the spread of drug-resistant Mtb strains.' CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Mycobacterium tuberculosisRifampinTuberculosis, Multidrug-ResistantWhole Genome SequencingAntitubercular AgentsBotswanaDrug Resistance, BacterialGenome, BacterialHumansPhylogenyPolymorphism, Single NucleotideAntitubercular AgentsRifampinBotswanaLineageMycobacterium tuberculosisPhylodynamicRifampicin resistanceSublineageTransmissionWhole-genome sequencing

Identifiers

PMID42157102
PMCPMC13491716

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LicenceCC BY-NC-ND
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Registered trials

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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.