Exploring clinical heterogeneity and outcome-associated factors through cluster analysis in older adults with rifampicin-sensitive pulmonary tuberculosis: a retrospective cohort study

To identify factors associated with adverse outcomes in older adults(≥ 60 years) with rifampicin-sensitive pulmonary tuberculosis (PTB) and characterize clinical heterogeneity within this population. A retrospective cohort study included 861 older adults with rifampicin-sensitive PTB.Multivariate logistic regression identified independent risk factors, and systematic cluster analysis of baseline characteristics defined phenotypic subgroups, followed by subgroup-specific analyses. The overall incidence of adverse outcomes was 39.6%. In the multivariable analysis, adverse outcomes were associated with treatment plan modification (OR = 16.28), pseudomembranous enteritis (OR = 6.84), pulmonary cavity count ≥ 5 (OR = 3.35), and comorbidity count (OR = 1.29). Cluster analysis revealed four distinct clinical phenotypes: Severe Cavitary ( n = 354), Mild Localized ( n = 300), High ADR Incidence ( n = 144), and Comorbidity-Dominant ( n = 63). Adverse outcome rates varied substantially across these subgroups (41.8%, 26.0%, 50.0%, and 63.8%, respectively). Subgroup analyses identified different combinations of factors associated with adverse outcomes, including cavity severity, age, ADR grade, and specific comorbidities. Older adults with rifampicin-sensitive PTB showed substantial clinical heterogeneity, and factors associated with adverse treatment outcomes varied across the identified clinical subgroups.These findings provide a basis for further research on subgroup-oriented management strategies in older adults with PTB.

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Journal
BMC Geriatrics
Published
2026-08-26
DOI
https://doi.org/10.1186/s12877-026-08178-z
Primary Topic
Tuberculosis Research and Epidemiology
Type
article
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article

Exploring clinical heterogeneity and outcome-associated factors through cluster analysis in older adults with rifampicin-sensitive pulmonary tuberculosis: a retrospective cohort study

Zhongdong Wang, Caihong Ding, Fengmin Men, Dan Liu et al.
BMC Geriatrics
Tuberculosis Research and Epidemiology
article

Exploring clinical heterogeneity and outcome-associated factors through cluster analysis in older adults with rifampicin-sensitive pulmonary tuberculosis: a retrospective cohort study

Zhongdong Wang, Caihong Ding, Fengmin Men, Dan Liu, Qīng Wáng, Peipei Jiang, Lingjuan Zhou, Xusheng Gao, Yu Xiong, Dan Xie, Ming Li, Yafei Cui, Fenglin Yu
article en

Abstract

To identify factors associated with adverse outcomes in older adults(≥ 60 years) with rifampicin-sensitive pulmonary tuberculosis (PTB) and characterize clinical heterogeneity within this population. A retrospective cohort study included 861 older adults with rifampicin-sensitive PTB.Multivariate logistic regression identified independent risk factors, and systematic cluster analysis of baseline characteristics defined phenotypic subgroups, followed by subgroup-specific analyses. The overall incidence of adverse outcomes was 39.6%. In the multivariable analysis, adverse outcomes were associated with treatment plan modification (OR = 16.28), pseudomembranous enteritis (OR = 6.84), pulmonary cavity count ≥ 5 (OR = 3.35), and comorbidity count (OR = 1.29). Cluster analysis revealed four distinct clinical phenotypes: Severe Cavitary ( n = 354), Mild Localized ( n = 300), High ADR Incidence ( n = 144), and Comorbidity-Dominant ( n = 63). Adverse outcome rates varied substantially across these subgroups (41.8%, 26.0%, 50.0%, and 63.8%, respectively). Subgroup analyses identified different combinations of factors associated with adverse outcomes, including cavity severity, age, ADR grade, and specific comorbidities. Older adults with rifampicin-sensitive PTB showed substantial clinical heterogeneity, and factors associated with adverse treatment outcomes varied across the identified clinical subgroups.These findings provide a basis for further research on subgroup-oriented management strategies in older adults with PTB.

BMC Geriatrics
Shandong University (CN), Fourth People’s Hospital of Jinan (CN), Yantai Infectious Diseases Hospital (CN), Deyang Stomatological Hospital (CN), Shandong Provincial Hospital (CN), Yantaishan Hospital (CN), Qingdao Municipal Center for Disease Control and Prevention (CN), Jinan City People's Hospital (CN), Shandong First Medical University (CN)
Good health and well-being
Openalex Percentile: Top 11%
Tuberculosis Research and Epidemiology
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