ArticleJournal of global health2019
Forecasting the impact of diabetes mellitus on tuberculosis disease incidence and mortality in India.
Article in Journal of global health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed, 24 citations in OpenAlex.
- Quantifying population-level sexual risk behavior through HSV-2 transmission dynamics in the United States, 1950-2020.Scientific reports · 2025Article
- Physical activity intensity and amount are inversely correlated with the risk of tuberculosis in patients with diabetes.Scientific reports · 2025Article
- Association between alcohol consumption and risk of developing tuberculosis in patients with diabetes: a nationwide retrospective cohort study.Respiratory research · 2024Article
- Impact of a potential Chlamydia vaccine in the USA: mathematical modelling analyses.BMJ public health · 2024Article
- Article
- ECG Forecasting System Based on Long Short-Term Memory.Bioengineering (Basel, Switzerland) · 2024Article
- Intersecting epidemics: deciphering the complexities of tuberculosis-diabetes comorbidity.Frontiers in tuberculosis · 2024Review
- Diabetes severity is strongly associated with the risk of active tuberculosis in people with type 2 diabetes: a nationwide cohort study with a 6-year follow-up.Respiratory research · 2023Article
- Trends in tuberculosis incidence and mortality coefficients in Brazil, 2011-2019: analysis by inflection points.Revista panamericana de salud publica = Pan American journal of public health · 2023Article
- Article
- Tuberculosis and Diabetes in India: Stakeholder Perspectives on Health System Challenges and Opportunities for Integrated Care.Journal of epidemiology and global health · 2022Article
- Mean platelet volume (MPV): new diagnostic indices for co-morbidity of tuberculosis and diabetes mellitus.BMC infectious diseases · 2021Article
- Predictors for Concurrent Diabetes in Tuberculosis Patients. Perspectives from Two Mining Districts of Eastern Tribal State Jharkhand, in India.Indian journal of community medicine : official publication of Indian Association of Preventive & Social MedicineArticle
Corrections and comments
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Authors and funding
7 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIn context of the rapidly expanding diabetes mellitus (DM) epidemic in India and slowly declining tuberculosis (TB) incidence, we aimed to estimate the past, current, and future impact of DM on TB epidemiology.
methodsAn age-structured TB-DM dynamical mathematical model was developed and analyzed to assess the DM-on-TB impact. The model was calibrated using a literature review and meta-analyses. The DM-on-TB impact was analyzed using population attributable fraction metrics. Sensitivity analyses were conducted by accommodating less conservative effect sizes for the TB-DM interactions, by factoring the age-dependence of the TB-DM association, and by assuming different TB disease incidence rate trajectories.
resultsIn 1990, 11.4% (95% uncertainty interval (UI) = 6.3%-14.4%) of new TB disease incident cases were attributed to DM. This proportion increased to 21.9% (95% UI = 12.1%-26.4%) in 2017, and 33.3% (95% UI = 19.0%-44.1%) in 2050. Similarly, in 1990, 14.5% (95% UI = 9.5%-18.2%) of TB-related deaths were attributed to DM. This proportion increased to 28.9% (95% UI = 18.9%-34.1%) in 2017, and 42.8% (95% UI = 28.7%-53.1%) in 2050. The largest impacts originated from the effects of DM on TB disease progression and infectiousness. Sensitivity analyses suggested that the impact could be even greater.
conclusionsThe burgeoning DM epidemic is predicted to become a leading driver of TB disease incidence and mortality over the coming decades. By 2050, at least one-third of TB incidence and almost half of TB mortality in India will be attributed to DM. This is likely generalizable to other Asian Pacific countries with similar TB-DM burdens. Targeting the impact of the increasing DM burden on TB control is critical to achieving the goal of TB elimination by 2050.
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