Evidence mapPaperPMID 41563647Full record

ArticleEndocrine2026

Global burden of deaths and DALYs attributable to smoking in Middle-Aged and elderly patients with type 2 Diabetes, 1990-2021: A systematic analysis of the GBD 2021 study.

Yujun He, Yuping Ye, Minhui Liu, Bowen Xing, Hui Xu, Jiujie He, Wei Mai, Simin Qin, Zhenyi Luo, Yi Xu and 1 more

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Article in Endocrine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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11 authors.

Yujun HeDepartment of Traditional Chinese Medicine, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Zhejiang Province, Taizhou, People's Republic Of China.
Yuping YeDepartment of Traditional Chinese Medicine, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Zhejiang Province, Taizhou, People's Republic Of China.
Minhui LiuDepartment of Traditional Chinese Medicine, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Zhejiang Province, Taizhou, People's Republic Of China.
Bowen XingDepartment of Traditional Chinese Medicine, The First People's Hospital of Chenzhou City, Hunan Province, Chenzhou, People's Republic Of China.
Hui XuFaculty of acupuncture, moxibustion and tui na, Guangxi University of Chinese Medicine, Guangxi Province, Nanning, People's Republic Of China.
Jiujie HeDepartment of Traditional Chinese Medicine, Guangxi Medical University Cancer Hospital, Nanning, People's Republic Of China.
Wei MaiDepartment of Traditional Chinese Medicine, Guangxi Medical University Cancer Hospital, Nanning, People's Republic Of China.
Simin QinRehabilitation Medicine Department, The Second Affiliated Hospital of Hainan Medical University, Haikou, People's Republic Of China.
Zhenyi LuoCollege of Traditional Chinese Medicine, Chongqing University of Chinese Medicine, Chongqing, People's Republic Of China.
Yi XuDepartment of Traditional Chinese Medicine, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Zhejiang Province, Taizhou, People's Republic Of China. xuy1065@enzemed.com.
Xiaoyi WangDepartment of Traditional Chinese Medicine, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Zhejiang Province, Taizhou, People's Republic Of China. 984437045@qq.com.

Funding

2026 Annual General Program of Zhejiang Provincial Traditional Chinese Medicine Science and Technology Project 767General Project of Scientific Research Program of Hunan Provincial Administration of Traditional Chinese Medicine B2024153Joint Project on Regional High-Incidence Diseases Research of Guangxi Natural Science Foundation under Grant 2024GXNSFBA010165The Excellent Doctoral Research Start up Fund 2023-1The first batch of inclusive support policy projects for young talents in the autonomous region 2024-2The Youth Fund of Guangxi Medical University GXMUYSF202445Youth Program of Scientific Research Foundation of Guangxi Medical University Cancer Hospital 2023-9
6 · The paper itself

Abstract

backgroundType 2 diabetes mellitus (T2DM) represents a global health crisis, with smoking being a key risk factor, especially in middle-aged and elderly populations. However, comprehensive insights into the global burden of smoking-attributable mortality and disability-adjusted life years (DALYs) in these patients remain scarce.

objectiveThis study aims to quantify the global burden of smoking-related deaths and DALYs in middle-aged and elderly T2DM patients from 1990 to 2021, analyzing regional, gender, and age disparities, SDI associations, and future trends.

methodUsing GBD 2021 data across 204 countries/territories, we assessed numbers and rates, estimated annual percentage changes, and employed age-period-cohort modeling, frontier analysis, and ARIMA forecasting.

resultsGlobal deaths from T2DM attributable to smoking rose by 89.16%, with DALYs increasing 133.30%, though death rate declined 14.53%. Middle- and low-middle SDI regions faced the highest burden. High-SDI regions showed the steepest rate declines, while low-middle SDI regions showed the largest relative increases. Males had higher mortality and DALYs than females, with greater rate declines in females. Age-period-cohort analysis linked older age (≥ 75 years) to higher risks, while younger cohorts showed lower risks. Frontier analysis identified middle-SDI countries (e.g., Kiribati) as deviating most from optimal performance, versus high-SDI nations (e.g., Netherlands). Projections to 2036 suggest stable rates, with potential female mortality declines.

conclusionsSmoking-related T2DM burden varies significantly by region, gender, and age, urging targeted interventions in low-middle SDI regions. High-SDI tobacco control strategies offer scalable models to reduce this preventable burden.

Indexed as

Diabetes Mellitus, Type 2Disability-Adjusted Life YearsSmokingAgedAged, 80 and overFemaleGlobal Burden of DiseaseGlobal HealthHumansMaleMiddle AgedGlobal burden of diseasePredictive analysisSmokingSocio-demographic indexType 2 diabetes mellitus

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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 Socratic graph.