Evidence map›Paper›PMID 41908598›Full record

ArticleInfection and drug resistance2026

Drug Exposure Dictates Evolutionary Dynamics of Drug-Resistant Tuberculosis: A Longitudinal Cohort Study in Beijing, China.

Shufang Wen, Haoran Li, Yiheng Shi, Rongrong Wei, Fei Ge, Yu Pang, Yi Liu

Abstract read
In one paragraph

Article in Infection and drug resistance, 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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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

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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.

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4 · The record

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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

7 authors.

Shufang Wen *Department of Biobank, Beijing Chest Hospital, Capital Medical University / Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, People's Republic of China.ORCID 0009-0001-2704-5730
Haoran Li *Department of Bacteriology and Immunology, Beijing Key Laboratory for Key Technologies in Tuberculosis Prevention and Control, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, People's Republic of China.
Yiheng ShiDepartment of Clinical Laboratory, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, People's Republic of China.
Rongrong WeiDepartment of Biobank, Beijing Chest Hospital, Capital Medical University / Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, People's Republic of China.
Fei GeDepartment of Biobank, Beijing Chest Hospital, Capital Medical University / Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, People's Republic of China.
Yu PangDepartment of Bacteriology and Immunology, Beijing Key Laboratory for Key Technologies in Tuberculosis Prevention and Control, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, People's Republic of China.ORCID 0000-0001-6803-9807
Yi LiuDepartment of Biobank, Beijing Chest Hospital, Capital Medical University / Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, People's Republic of China.ORCID 0000-0003-4364-7712

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Despite global efforts to combat drug-resistant tuberculosis (DR-TB), key gaps remain in understanding how resistance amplifies during treatment and the role of collateral drug effects in this process. Resistance amplification complicates management and undermines outcomes. This study aimed to identify the risk factors and collateral drug effects contributing to resistance amplification. Methods: We conducted a retrospective, longitudinal cohort study of 133 DR-TB patients with paired phenotypic drug susceptibility tests (pDSTs) at Beijing Chest Hospital in Beijing, China, from January 2018 to January 2023. Patients were classified into "progression" and "non-progression" groups based on acquisition of new drug resistance. Multivariable logistic regression identified risk factors, and a restrictive cohort analysis assessed collateral drug effects. Results: The median number of resistances per isolate increased significantly from 7.0 (IQR 5-9) to 8.0 (IQR 6-10) ( Conclusion: Resistance amplification during DR-TB treatment is frequent, with INH-Mono representing a high-risk transitional state. While BDQ may offer a protective effect, the strong collateral association between PZA and Rfb resistance highlights the need for careful regimen design. These findings underscore the importance of individualized, resistance-informed therapy to mitigate further resistance amplification in DR-TB patients.

Indexed as

acquired resistancebedaquilinecollateral drug associationdrug-resistant tuberculosispyrazinamide

Identifiers

PMID41908598
PMCPMC13032138

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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.