Evidence map›Paper›PMID 41775468›Full record

ArticleBMJ open2026

Population-based study of pharmacogenetics and pharmacokinetics in Southern African patients with multidrug-resistant tuberculosis (PoPG): a protocol for the Namibian cohort.

Lorraine Boois, Hilya Ekandjo, Olga Shavuka, Emmanuel Nepolo, Carene Anne Ndong Sima, Carola Oelofse, Caitlin Uren, Desiree C Petersen, Marlo Möller, Marie Wijk and 5 more

Abstract readClinical Trial Protocol
In one paragraph

Article in BMJ open, 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

15 authors.

Lorraine BooisFaculty of Health Sciences and Veterinary Medicine, University of Namibia, Windhoek, Namibia.
Hilya EkandjoFaculty of Health Sciences and Veterinary Medicine, University of Namibia, Windhoek, Namibia.
Olga ShavukaFaculty of Health Sciences and Veterinary Medicine, University of Namibia, Windhoek, Namibia.
Emmanuel NepoloFaculty of Health Sciences and Veterinary Medicine, University of Namibia, Windhoek, Namibia.
Carene Anne Ndong SimaDepartment of Biomedical Sciences, Stellenbosch University Faculty of Medicine and Health Sciences, Cape Town, South Africa.
Carola OelofseSouth African Medical Research Council Centre for Tuberculosis Research, Stellenbosch University, Stellenbosch, South Africa.
Caitlin UrenDepartment of Biomedical Sciences, Stellenbosch University Faculty of Medicine and Health Sciences, Cape Town, South Africa.
Desiree C PetersenSouth African Medical Research Council Centre for Tuberculosis Research, Stellenbosch University, Stellenbosch, South Africa.
Marlo MöllerDepartment of Biomedical Sciences, Stellenbosch University Faculty of Medicine and Health Sciences, Cape Town, South Africa.
Marie WijkDivision of Clinical Pharmacology, University of Cape Town, Rondebosch, South Africa.
Tracy KellermannDivision of Clinical Pharmacology, Stellenbosch University, Stellenbosch, South Africa.
Eric DecloedtDivision of Clinical Pharmacology, Stellenbosch University, Stellenbosch, South Africa.ORCID http://orcid.org/0000-0003-1815-5150
Helen McIlleronDivision of Clinical Pharmacology, University of Cape Town, Rondebosch, South Africa.
Paolo DentiDivision of Clinical Pharmacology, University of Cape Town, Rondebosch, South Africa.
Mareli Misha ClaassensFaculty of Health Sciences and Veterinary Medicine, University of Namibia, Windhoek, Namibia mcla@sun.ac.za.ORCID http://orcid.org/0000-0002-5927-284X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMultidrug-resistant tuberculosis (MDR-TB) is an urgent public health challenge in Namibia, with profound socioeconomic consequences. The high burden of both tuberculosis and HIV complicates treatment and underscores the need for optimised drug therapies. Precision medicine, which leverages patient-specific genetic and molecular information, offers promise for improving MDR-TB outcomes. However, its effective application relies on population-specific data, particularly understanding how individuals metabolise tuberculosis drugs and how genetic diversity drives variability in treatment response. Currently, no pharmacokinetic (PK) or pharmacogenetic (PG) data on TB treatment exist for Namibian populations. This gap is particularly concerning, given the country's genetic diversity, environmental factors and comorbidities that may uniquely influence drug metabolism. This study aims to generate PK and PG data to inform dose optimisation and support personalised treatment strategies for MDR-TB in Namibia. The findings will contribute to improved patient care and inform health system strengthening based on locally relevant evidence.

methodsThis cross-sectional study will consist of 100 Namibian participants with matched human DNA and PK data of MDR-TB cases receiving isoniazid, clofazimine, bedaquiline and the fluoroquinolones (levofloxacin or moxifloxacin). PK sampling will be divided as follows: 30 individuals will undergo intensive PK sampling, while the remaining (n=70) will undergo sparse PK sampling. DNA will be extracted at Stellenbosch University (SU), and samples will be genotyped using the H3Africa microarray. Sequences will be aligned to the human reference genome, hg38 (GRCh38p13), using the freely available Burrows-Wheeler Aligner. A subset of the samples (n=20-30) will undergo whole genome sequencing (WGS) to verify imputation results and identify novel genetic variants potentially affecting PK in this population. DATA ANALYSIS: Quality control and variant call format file generation will be performed using the Genome Analysis Toolkit best practices (V.3.5). Intensive and sparse PK data will be pooled for the development of a population PK (popPK) model using a non-linear mixed-effects modelling approach. The popPK model will characterise the relationship between TB drug dose and exposure, including quantifying covariates, including genetic variation, explaining PK variability, providing a foundation for dose optimisation and personalised treatment strategies. ETHICS AND DISSEMINATION: Ethics approval was obtained from the University of Namibia Human Research Ethics Committee for Health (Ref. SOM18/2024), the Ministry of Health and Social Services (Ref. 22/4/2/3), the SU Health Research Ethics Committee (Ref. N21/11/136) and the University of Cape Town Human Research Ethics Committee (Ref. 500/2022).

Indexed as

Antitubercular AgentsPharmacogeneticsTuberculosis, Multidrug-ResistantAdultCross-Sectional StudiesDiarylquinolinesFemaleHumansMaleNamibiaObservational Studies as TopicResearch DesignSouthern African PeopleAntitubercular AgentsbedaquilineDiarylquinolinesAfrica South of the SaharaGeneticsPharmacologyTuberculosis

Identifiers

PMID41775468
PMCPMC12959021

What Socratic holds

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LicenceCC BY
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Registered trials

None linked

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 Socratic graph.