ArticleThe Lancet. Infectious diseases2018
The global burden of tuberculosis: results from the Global Burden of Disease Study 2015.
Article in The Lancet. Infectious diseases, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 4 registered trials, which are not on this map. Cited by 198 papers, 13 of them syntheses that pooled it.
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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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Performance of a Multiplex PCR -Microarray-based Assay in the Detection of Mycobacterium Tuberculosis and Non-tuberculous Mycobacterium Species in Smear-positive Pulmonary Clinical Specimens
Effect of Community Active Case Finding Strategies for Detection of Tuberculosis in Cambodia: Study Protocol for a Pragmatic Cluster Randomized Controlled Trial
The Usability Testing of the IeHS (Integrated E-healthcare Services) Web-based Application in the Therapy Management of HIV and Tuberculosis in Indonesia: a Concurrent Nested Study Design
Artificial Neural Network as Diagnostic Tools For Rifampicin-Resistant Tuberculosis In Indonesia: A Predictive Model Study and Economic Evaluation
Who cites it
198 citing papers in PubMed, 13 syntheses or guidelines pooled it.
- Factors associated with tuberculosis patient delay: a meta-analysis.Frontiers in public health · 2026Pooled it
- Tuberculosis (TB) treatment challenges in TB-diabetes comorbid patients: a systematic review and meta-analysis.Annals of medicine · 2024Pooled it
- Prevalence of cardiovascular risk factors in active tuberculosis in Africa: a systematic review and meta-analysis.Scientific reports · 2022Pooled it
- Methods for estimating tuberculosis incidence and mortality by age and sex.International journal of epidemiology · 2021Pooled it
- A systematic review of the quality of conduct and reporting of survival analyses of tuberculosis outcomes in Africa.BMC medical research methodology · 2021Pooled it
- HIV infection and multidrug resistant tuberculosis: a systematic review and meta-analysis.BMC infectious diseases · 2021Pooled it
- Prevalence and associated factors for alcohol use disorder among tuberculosis patients: a systematic review and meta-analysis study.Substance abuse treatment, prevention, and policy · 2021Pooled it
- Prevalence and Economic Burden of Respiratory Diseases in Central Asia and Russia: A Systematic Review.International journal of environmental research and public health · 2020Pooled it
- Cancer incidence attributable to tuberculosis in 2015: global, regional, and national estimates.BMC cancer · 2020Pooled it
- The impact of alcohol use on tuberculosis treatment outcomes: a systematic review and meta-analysis.The international journal of tuberculosis and lung disease : the official journal of the International Union against Tuberculosis and Lung Disease · 2020Pooled it
- Global burden of melioidosis in 2015: a systematic review and data synthesis.The Lancet. Infectious diseases · 2019Pooled it
- The double burden of diabetes and global infection in low and middle-income countries.Transactions of the Royal Society of Tropical Medicine and Hygiene · 2019Pooled it
- Global variation in bacterial strains that cause tuberculosis disease: a systematic review and meta-analysis.BMC medicine · 2018Pooled it
- Effect of integrating traditional and modern healthcare systems on tuberculosis case detection in Ethiopia: a cluster randomized controlled study.Infectious diseases of poverty · 2025Trial
- Clinical Characteristics of People With Extrapulmonary and Disseminated Tuberculosis: A 23-Year Retrospective Cohort Study in People Without HIV Without Pharmacological Immunosuppression.Open forum infectious diseases · 2026Article
- Key risk factors for pulmonary vs. extrapulmonary tuberculosis: a comparative study in Southwest Ethiopia.Journal of clinical tuberculosis and other mycobacterial diseases · 2026Article
- CPM-XNet: Annotation-Efficient Deep-Learning Framework for Detecting Tuberculosis in Chest X-Ray Images.Diagnostics (Basel, Switzerland) · 2026Article
- Towards host-directed therapy: The role of matrix metalloproteinases in the immunopathogenesis of tuberculosis.International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases · 2026Review
- Tailoring Prevention and Control Strategies for Childhood Tuberculosis: From a Global Analysis of Burden Trends and Inequalities Across Three Age Groups (1990-2021) to Prevention and Control Strategies.Tropical medicine and infectious disease · 2026Article
- Elimination of senescent cells with senolytic drugs as adjunctive host-directed therapy reduces tuberculosis progression in mice.Nature communications · 2026Article
138 more citing papers are in PubMed but not listed here.
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Abstract
backgroundAn understanding of the trends in tuberculosis incidence, prevalence, and mortality is crucial to tracking of the success of tuberculosis control programmes and identification of remaining challenges. We assessed trends in the fatal and non-fatal burden of tuberculosis over the past 25 years for 195 countries and territories.
methodsWe analysed 10 691 site-years of vital registration data, 768 site-years of verbal autopsy data, and 361 site-years of mortality surveillance data using the Cause of Death Ensemble model to estimate tuberculosis mortality rates. We analysed all available age-specific and sex-specific data sources, including annual case notifications, prevalence surveys, and estimated cause-specific mortality, to generate internally consistent estimates of incidence, prevalence, and mortality using DisMod-MR 2.1, a Bayesian meta-regression tool. We assessed how observed tuberculosis incidence, prevalence, and mortality differed from expected trends as predicted by the Socio-demographic Index (SDI), a composite indicator based on income per capita, average years of schooling, and total fertility rate. We also estimated tuberculosis mortality and disability-adjusted life-years attributable to the independent effects of risk factors including smoking, alcohol use, and diabetes.
findingsGlobally, in 2015, the number of tuberculosis incident cases (including new and relapse cases) was 10·2 million (95% uncertainty interval 9·2 million to 11·5 million), the number of prevalent cases was 10·1 million (9·2 million to 11·1 million), and the number of deaths was 1·3 million (1·1 million to 1·6 million). Among individuals who were HIV negative, the number of incident cases was 8·8 million (8·0 million to 9·9 million), the number of prevalent cases was 8·9 million (8·1 million to 9·7 million), and the number of deaths was 1·1 million (0·9 million to 1·4 million). Annualised rates of change from 2005 to 2015 showed a faster decline in mortality (-4·1% [-5·0 to -3·4]) than in incidence (-1·6% [-1·9 to -1·2]) and prevalence (-0·7% [-1·0 to -0·5]) among HIV-negative individuals. The SDI was inversely associated with HIV-negative mortality rates but did not show a clear gradient for incidence and prevalence. Most of Asia, eastern Europe, and sub-Saharan Africa had higher rates of HIV-negative tuberculosis burden than expected given their SDI. Alcohol use accounted for 11·4% (9·3-13·0) of global tuberculosis deaths among HIV-negative individuals in 2015, diabetes accounted for 10·6% (6·8-14·8), and smoking accounted for 7·8% (3·8-12·0).
interpretationDespite a concerted global effort to reduce the burden of tuberculosis, it still causes a large disease burden globally. Strengthening of health systems for early detection of tuberculosis and improvement of the quality of tuberculosis care, including prompt and accurate diagnosis, early initiation of treatment, and regular follow-up, are priorities. Countries with higher than expected tuberculosis rates for their level of sociodemographic development should investigate the reasons for lagging behind and take remedial action. Efforts to prevent smoking, alcohol use, and diabetes could also substantially reduce the burden of tuberculosis.
fundingBill & Melinda Gates Foundation.
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Registered trials
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.