Association of diabetes, smoking, and alcohol use with subclinical-to-symptomatic spectrum of tuberculosis in 16 countries: an individual participant data meta-analysis of national tuberculosis prevalence surveys

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dc.contributor.author Hamada, Yohhei
dc.contributor.author Quartagno, Matteo
dc.contributor.author Law, Irwin
dc.contributor.author Malik, Farihah
dc.contributor.author Bonsu, Frank Adae
dc.contributor.author Adetifa, Ifedayo M.O.
dc.contributor.author Adusi-Poku, Yaw
dc.contributor.author D’Alessandro, Umberto
dc.contributor.author Bashorun, Adedapo Olufemi
dc.contributor.author Begum, Vikarunnessa
dc.contributor.author Lolong, Dina Bisara
dc.contributor.author Boldoo, Tsolmon
dc.contributor.author Dlamini, Themba
dc.contributor.author Donkor, Simon
dc.contributor.author Dwihardiani, Bintari
dc.contributor.author Egwaga, Saidi
dc.contributor.author Farid, Muhammad N.
dc.contributor.author Garfin, Anna Marie Celina G.
dc.contributor.author Gaviola, Donna Mae G.
dc.contributor.author Husain, Mohammad Mushtuq
dc.contributor.author Ismail, Farzana
dc.contributor.author Kaggwa, Mugagga
dc.contributor.author Kamara, Deus V.
dc.contributor.author Kasozi, Samuel
dc.contributor.author Kaswaswa, Kruger
dc.contributor.author Kirenga, Bruce
dc.contributor.author Klinkenberg, Eveline
dc.contributor.author Kondo, Zuweina
dc.contributor.author Lawanson, Adebola
dc.contributor.author Macheque, David
dc.contributor.author Manhiça, Ivan
dc.contributor.author Maama-Maime, Llang Bridget
dc.contributor.author Mfinanga, Sayoki
dc.contributor.author Moyo, Sizulu
dc.contributor.author Mpunga, James
dc.contributor.author Mthiyane, Thuli
dc.contributor.author Mustikawati, Dyah Erti
dc.contributor.author Mvusi, Lindiwe
dc.contributor.author Nguyen, Hoa Binh
dc.contributor.author Nguyen, Hai Viet
dc.contributor.author Pangaribuan, Lamria
dc.contributor.author Patrobas, Philip
dc.contributor.author Rahman, Mahmudur
dc.contributor.author Rahman, Mahbubur
dc.contributor.author Rahman, Mohammed Sayeedur
dc.contributor.author Raleting, Thato
dc.contributor.author Riono, Pandu
dc.contributor.author Ruswa, Nunurai
dc.contributor.author Rutebemberwa, Elizeus
dc.contributor.author Rwabinumi, Mugabe Frank
dc.contributor.author Senkoro, Mbazi
dc.contributor.author Sharif, Ahmad Raihan
dc.contributor.author Sikhondze, Welile
dc.contributor.author Sismanidis, Charalambos
dc.contributor.author Sovd, Tugsdelger
dc.contributor.author Stavia, Turyahabwe
dc.contributor.author Sultana, Sabera
dc.contributor.author Suriani, Oster
dc.contributor.author Thomas, Albertina Martha
dc.contributor.author Tobing, Kristina
dc.contributor.author Van der Walt, Martie
dc.contributor.author Walusimbi, Simon
dc.contributor.author Zaman, Mohammad Mostafa
dc.contributor.author Floyd, Katherine
dc.contributor.author Copas, Andrew
dc.contributor.author Abubakar, Ibrahim
dc.contributor.author Rangaka, Molebogeng X.
dc.date.accessioned 2024-10-09T05:48:07Z
dc.date.available 2024-10-09T05:48:07Z
dc.date.issued 2023-09
dc.description DATA SHARING STATEMENT : The IPD database is stored within the UCL Data Repository and can be shared subject to the approval of the corresponding authors of the original studies. en_US
dc.description.abstract BACKGROUND Non-communicable diseases (NCDs) and NCD risk factors, such as smoking, increase the risk for tuberculosis (TB). Data are scarce on the risk of prevalent TB associated with these factors in the context of population-wide systematic screening and on the association between NCDs and NCD risk factors with different manifestations of TB, where ∼50% being asymptomatic but bacteriologically positive (subclinical). We did an individual participant data (IPD) meta-analysis of national and sub-national TB prevalence surveys to synthesise the evidence on the risk of symptomatic and subclinical TB in people with NCDs or risk factors, which could help countries to plan screening activities. METHODS In this systematic review and IPD meta-analysis, we identified eligible prevalence surveys in low-income and middle-income countries that reported at least one NCD (e.g., diabetes) or NCD risk factor (e.g., smoking, alcohol use) through the archive maintained by the World Health Organization and by searching in Medline and Embase from January 1, 2000 to August 10, 2021. The search was updated on March 23, 2023. We performed a one-stage meta-analysis using multivariable multinomial models. We estimated the proportion of and the odds ratio for subclinical and symptomatic TB compared to people without TB for current smoking, alcohol use, and selfreported diabetes, adjusted for age and gender. Subclinical TB was defined as microbiologically confirmed TB without symptoms of current cough, fever, night sweats, or weight loss and symptomatic TB with at least one of these symptoms. We assessed heterogeneity using forest plots and I2 statistic. Missing variables were imputed through multi-level multiple imputation. This study is registered with PROSPERO (CRD42021272679). FINDINGS We obtained IPD from 16 national surveys out of 21 national and five sub-national surveys identified (five in Asia and 11 in Africa, N = 740,815). Across surveys, 15.1%–56.7% of TB were subclinical (median: 38.1%). In the multivariable model, current smoking was associated with both subclinical (OR 1.67, 95% CI 1.27–2.40) and symptomatic TB (OR 1.49, 95% CI 1.34–1.66). Self-reported diabetes was associated with symptomatic TB (OR 1.67, 95% CI 1.17–2.40) but not with subclinical TB (OR 0.92, 95% CI 0.55–1.55). For alcohol drinking ≥ twice per week vs no alcohol drinking, the estimates were imprecise (OR 1.59, 95% CI 0.70–3.62) for subclinical TB and OR 1.43, 95% CI 0.59–3.46 for symptomatic TB). For the association between current smoking and symptomatic TB, I2 was high (76.5% (95% CI 62.0–85.4), while the direction of the point estimates was consistent except for three surveys with wide CIs. INTERPRETATION Our findings suggest that current smokers are more likely to have both symptomatic and subclinical TB. These individuals can, therefore, be prioritised for intensified screening, such as the use of chest X-ray in the context of community-based screening. People with self-reported diabetes are also more likely to have symptomatic TB, but the association is unclear for subclinical TB. en_US
dc.description.department Medical Microbiology en_US
dc.description.librarian am2024 en_US
dc.description.sdg SDG-03:Good heatlh and well-being en_US
dc.description.uri http://www.thelancet.com en_US
dc.identifier.citation Hamada, Y., Quartagno, M., Law, I. et al. 2023, 'Association of diabetes, smoking, and alcohol use with subclinical-to-symptomatic spectrum of tuberculosis in 16 countries: an individual participant data meta-analysis of national tuberculosis prevalence surveys', eClinicalMedicine, vol. 63, art. 102191, pp. 1-13. https:/DOI.org/10.1016/j.eclinm.2023.102191. en_US
dc.identifier.other 2589-5370
dc.identifier.other 10.1016/j.eclinm.2023.102191
dc.identifier.uri http://hdl.handle.net/2263/98547
dc.language.iso en en_US
dc.publisher Elsevier en_US
dc.rights © 2023 The Authors. This is an open access article under the CC BY license. en_US
dc.subject Smoking en_US
dc.subject Tobacco en_US
dc.subject Screening en_US
dc.subject Non-communicable diseases (NCDs) en_US
dc.subject Tuberculosis (TB) en_US
dc.subject Diabetes mellitus en_US
dc.subject SDG-03: Good health and well-being en_US
dc.title Association of diabetes, smoking, and alcohol use with subclinical-to-symptomatic spectrum of tuberculosis in 16 countries: an individual participant data meta-analysis of national tuberculosis prevalence surveys en_US
dc.type Article en_US


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