Evidence map›Paper›PMID 41664022›Full record

ArticleBMC medicine2026

Optimizing drug-resistant tuberculosis diagnosis: cost-effectiveness of rapid molecular and phenotypic assays in South Africa.

Ginenus Fekadu, Tadesse Tolossa, Lan Gao, Habteyes Hailu Tola, Tesfaye Regassa Feyissa, Lianping Yang, Shanquan Chen, Nathorn Chaiyakunapruk, Elias Asfaw, Martin Siegel and 1 more

Abstract read
In one paragraph

Article in BMC medicine, 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

11 authors.

Ginenus FekaduSchool of Pharmacy, Institute of Health Sciences, Wollega University, Nekemte, Ethiopia. take828pharm@gmail.com.
Tadesse TolossaDeakin Health Economics, School of Health and Social Development, Institute for Health Transformation, Deakin University, Victoria, Australia.
Lan GaoDeakin Health Economics, School of Health and Social Development, Institute for Health Transformation, Deakin University, Victoria, Australia.
Habteyes Hailu TolaDepartment of Public Health, College of Health Sciences, Salale University, Fitche, Ethiopia.
Tesfaye Regassa FeyissaDeakin Rural Health, School of Medicine, Faculty of Health, Deakin University, Victoria, Australia.
Lianping YangSchool of Public Health, Sun Yat-Sen University, Guangzhou, China.
Shanquan ChenInternational Centre for Evidence in Disability, Faculty of Epidemiology and Population Health, London, School of Hygiene & Tropical Medicine , London, UK.
Nathorn ChaiyakunaprukDepartment of Pharmacotherapy, University of Utah College of Pharmacy, Salt Lake City, UT, USA.
Elias AsfawDepartment of Economics, School of Accounting, Economics, and Finance (SAEF), University of KwaZulu Natal, Durban, South Africa.
Martin SiegelChair of General Economics, Health Economics and Econometrics, University of Greifswald, Greifswald, Germany.
Wai Kit MingDepartment of Infectious Diseases and Public Health, Jockey Club College of Veterinary Medicine and Life Sciences, City University of Hong Kong, Kowloon, Hong Kong. wkming2@cityu.edu.hk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTimely detection of drug-resistant tuberculosis (DR-TB) is essential for effective treatment and preventing poor outcomes. Rapid molecular diagnostics are promising alternatives to conventional phenotypic drug susceptibility testing (pDST), offering faster and more accessible detection of resistance. This study evaluated the cost-effectiveness of rapid molecular assays, alone or combined with pDST, for detecting resistance to isoniazid, rifampicin, and fluoroquinolones from a South African healthcare provider perspective.

methodsA decision-analytic model was developed to simulate TB-related outcomes for a hypothetical cohort of microbiologically confirmed TB patients. Nine diagnostic strategies were evaluated: pDST alone; four rapid molecular tests (line probe assays [LPAs], Xpert MTB/RIF [Xpert] followed by Xpert MTB/XDR [Xpert XDR], Xpert MTB/RIF Ultra [Xpert Ultra] followed by Xpert XDR, and targeted next-generation sequencing [tNGS]); and combinations pairing each molecular test with pDST. Outcomes included early treatment rates, mortality, direct medical costs, disability-adjusted life-years (DALYs), and incremental cost-effectiveness ratios (ICERs). Base-case, sensitivity, and scenario analyses were performed.

resultsIn the base-case analysis, 'Xpert followed by Xpert XDR + pDST' was the preferred cost-effective strategy, with an ICER of USD 6,554/DALY averted-below South Africa's GDP per capita threshold. While 'tNGS + pDST' yielded the greatest health benefits-lowest DALYs (1.9877), highest early treatment rate (995.54/1,000 tested), and lowest mortality (90.22/1000 tested)-its ICER (USD 25,918/DALY averted) exceeded three times the GDP per capita, rendering it not cost-effective. Sensitivity analyses highlighted the impact of diagnostic accuracy and treatment timing on cost-effectiveness outcomes. Probabilistic sensitivity analysis showed 'tNGS + pDST' had the highest probability of being cost-effective when the willingness-to-pay threshold exceeded USD 10,500/DALY averted. Diagnostic replacement scenario analysis revealed that tNGS alone could be a cost-effective alternative (ICER = USD 1712 per DALY averted) when pDST was unavailable. An extended two-year time horizon analysis confirmed base-case robustness.

conclusionsCombining rapid molecular diagnostics with pDST offers a cost-effective and clinically beneficial approach for DR-TB detection in high-burden settings. The Xpert-based strategy provides an optimal balance of diagnostic yield, early treatment, and economic efficiency in South Africa. tNGS represents a feasible alternative in settings where pDST is inaccessible, warranting further evaluation for broader implementation.

Indexed as

Molecular Diagnostic TechniquesMycobacterium tuberculosisTuberculosis, Multidrug-ResistantAntitubercular AgentsCost-Benefit AnalysisCost-Effectiveness AnalysisHumansMicrobial Sensitivity TestsPhenotypeRapid Diagnostic TestsSouth AfricaAntitubercular AgentsCost-effectivenessDrug resistanceHigh-burden settingsPhenotypic testingRapid molecular diagnosticsTuberculosis

Identifiers

PMID41664022
PMCPMC12983700

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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 OpenQuestion graph.