ArticleBMC medicine2021
Durations of asymptomatic, symptomatic, and care-seeking phases of tuberculosis disease with a Bayesian analysis of prevalence survey and notification data.
Article in BMC medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.
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Who cites it
38 citing papers in PubMed.
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- Centralized molecular testing of community-collected tongue swabs for tuberculosis screening among household contacts: a cross-sectional diagnostic performance, yield, and implementation study.medRxiv : the preprint server for health sciences · 2026Article
- Cost-effectiveness of community tuberculosis screening in South Africa.American journal of respiratory and critical care medicine · 2026Article
- Network analysis of pairwise relative tuberculosis transmission probabilities in Lima, Peru.American journal of epidemiology · 2026Article
- A new method to estimate factors associated with tuberculosis transmission using whole genome sequencing and other additional metadata.Epidemiologic methods · 2026Article
- Whom tuberculosis tests detect and why it matters: implications for diagnostic algorithms.The Lancet. Microbe · 2025Review
- Network Analysis of Pairwise Relative Tuberculosis Transmission Probabilities in Lima, Peru.medRxiv : the preprint server for health sciences · 2025Article
- The health impact of identifying a person with tuberculosis through systematic screening.The Lancet. Infectious diseases · 2025Review
- Tuberculosis patients' delay in healthcare access and its associated factors in Shandong Province, China.BMC public health · 2025Article
- Importance of confirmatory test characteristics in optimizing community-based screening for tuberculosis: an epidemiological modeling analysis.BMC infectious diseases · 2025Article
- Towards TB elimination in Malawi: a 5-year analysis of key indicators for TB control using surveillance data.IJTLD open · 2025Article
- Clinical impact and cost-effectiveness of the WHO-recommended advanced HIV disease package of care.The Lancet. Global health · 2025Article
- Prevalence, Progression, and Treatment of Asymptomatic Tuberculosis: A Prospective Cohort Study in Lanxi County, Zhejiang Province, China.Open forum infectious diseases · 2025Article
- The potential of community-based radiographic screening to end TB in India.PLOS global public health · 2025Article
- Classification of early tuberculosis states to guide research for improved care and prevention: an international Delphi consensus exercise.The Lancet. Respiratory medicine · 2024Review
- Preventing tuberculosis with community-based care in an HIV-endemic setting: a modelling analysis.Journal of the International AIDS Society · 2024Article
- Bacterial diversity dominates variable macrophage responses of tuberculosis patients in Tanzania.Scientific reports · 2024Article
- Operational priorities for engaging with India's private healthcare sector for the control of tuberculosis: a modelling study.BMJ open · 2024Article
- Community-based active-case finding for tuberculosis: navigating a complex minefield.BMC global and public health · 2024Review
- Ensuring Continuity of Tuberculosis Care during Social Distancing through Integrated Active Case Finding at COVID-19 Vaccination Events in Vietnam: A Cohort Study.Tropical medicine and infectious disease · 2024Article
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Abstract
backgroundRatios of bacteriologically positive tuberculosis (TB) prevalence to notification rates are used to characterise typical durations of TB disease. However, this ignores the clinical spectrum of tuberculosis disease and potentially long infectious periods with minimal or no symptoms prior to care-seeking.
methodsWe developed novel statistical models to estimate progression from initial bacteriological positivity including smear conversion, symptom onset and initial care-seeking. Case-detection ratios, TB incidence, durations, and other parameters were estimated by fitting the model to tuberculosis prevalence survey and notification data (one subnational and 11 national datasets) within a Bayesian framework using Markov chain Monte Carlo methods.
resultsAnalysis across 11 national datasets found asymptomatic tuberculosis durations in the range 4-8 months for African countries; three countries in Asia (Cambodia, Lao PDR, and Philippines) showed longer durations of > 1 year. For the six countries with relevant data, care-seeking typically began half-way between symptom onset and notification. For Kenya and Blantyre, Malawi, individual-level data were available. The sex-specific durations of asymptomatic bacteriologically-positive tuberculosis were 9.0 months (95% credible interval [CrI]: 7.2-11.2) for men and 8.1 months (95% CrI: 6.2-10.3) for women in Kenya, and 4.9 months (95% CrI: 2.6-7.9) for men and 3.5 months (95% CrI: 1.3-6.2) for women in Blantyre. Age-stratified analysis of data for Kenya showed no strong age-dependence in durations. For Blantyre, HIV-stratified analysis estimated an asymptomatic duration of 1.3 months (95% CrI: 0.3-3.0) for HIV-positive people, shorter than the 8.5 months (95% CrI: 5.0-12.7) for HIV-negative people. Additionally, case-detection ratios were higher for people living with HIV than HIV-negative people (93% vs 71%).
conclusionAsymptomatic TB disease typically lasts around 6 months. We found no evidence of age-dependence, but much shorter durations among people living with HIV, and longer durations in some Asian settings. To eradicate TB transmission, greater gains may be achieved by proactively screening people without symptoms through active case finding interventions.
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