ArticleIndian journal of community medicine : official publication of Indian Association of Preventive & Social Medicine
Estimating the Burden of Tuberculosis in India: A Modelling Study.
Article in Indian journal of community medicine : official publication of Indian Association of Preventive & Social Medicine. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.
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Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Systematic review of barriers to and enablers of tuberculosis diagnosis, notification, and intervention for designing customised intervention package to minimise 'missing millions' in tribal communities of India.Journal of global health · 2025Pooled it
- Genomic and structural insights into the atpB L173I substitution: modulation of the F₀ rotor architecture in Mycobacterium tuberculosis ATP synthase and altered Bedaquiline binding dynamics.World journal of microbiology & biotechnology · 2026Article
- Pulmonary tuberculosis and the surgeon.Lung India : official organ of Indian Chest Society · 2026Article
- Comparative in silico analysis of mce operons across Mycobacteriaceae and Nocardiaceae: Insights into genetic arrangements and regulatory mechanisms.Archives of microbiology · 2025Article
- The impact of tuberculosis misdiagnosis in Hodgkin lymphoma patients.The Indian journal of medical research · 2025Article
- Estimate of TB incidence and a critical analysis of programmatic data of TB score from Sub national Certification survey of district Niwari, M.P., India.Journal of family medicine and primary care · 2025Article
- ISCCM Position Statement on the Approach to and Management of Critically Ill Patients with Tuberculosis.Indian journal of critical care medicine : peer-reviewed, official publication of Indian Society of Critical Care Medicine · 2024Article
- Relationship between Household Tuberculosis and Socioeconomic and Bioenvironmental Factors: A Statistical Model Approach Using NFHS-5 Data.Indian journal of community medicine : official publication of Indian Association of Preventive & Social MedicineArticle
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3 authors.
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Abstract
Background: Measurements TB incidence and mortality are crucial for monitoring progress towards SDG goals for TB. Until recently, WHO estimated TB burden in India with applied simple, transparent equilibrium models to data from Gujarat, an Indian state where the first state-level prevalence survey was conducted in 2011. However, since then there has been several interventions in India including national TB prevalence survey, infection survey, sub-national survey & certification which gives opportunity for national and sub-national estimates for TB incidence and mortality. Methods: We developed a model is a compartmental, deterministic framework, taking account of TB natural history, as well as India's healthcare system including health care seeking from public and private sector. To address changes in TB burden owing to COVID disruptions, we followed same model that used by WHO in the global TB Report 2022 with additional impact of delta wave in 2021. Major sources of data included National TB Prevalence survey, trends in caseloads in public and private sector including their contribution and mortality information. Results: We estimated total TB incidence of 2.77 million in the year 2022 as against 2.97 in the year 2015 and corresponding TB mortality of 0.32 and 0.36 million respectively. In terms of rate per 1,00,000 TB incidence in 2022 was 196 as compared to 225 in the year 2015 and mortality was 23 and 27 respectively. TB incidence estimates are similar to what was estimated by WHO, while mortality estimates appear different in our estimates due to different calibration targets depending on in-country published data. Conclusion: Even if TB burden is infeasible to measure directly, a range of data can nonetheless offer indirect evidence for its estimation: mathematical modelling can be a helpful tool for bringing together these diverse sources of evidence, and deriving estimates that are consistent with them all. While the RGI reported mortality is an important source of information, its quality and coverage for medically certified cause of deaths requires improvement in India.
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