Association between sociodemographic status and the T2DM-related risks in China: implication for reducing T2DM disease burden
- PMID: 38259760
- PMCID: PMC10801005
- DOI: 10.3389/fpubh.2023.1297203
Association between sociodemographic status and the T2DM-related risks in China: implication for reducing T2DM disease burden
Abstract
Objective: Analyzing the association between sociodemographic status and the type 2 diabetes mellitus (T2DM)-related risks in China to reduce the disease burden of T2DM.
Methods: We downloaded data from the Global Burden of Disease Study 2019 to estimate the disease burden of T2DM in China. Secondary analyses were performed by year, age, gender, summary exposure value (SEV), and sociodemographic index (SDI).
Results: In China, it is estimated that 3.74 (3.44-4.10) million incidence, 90.0 (82.3-98.5) million prevalence, 168.4 (143.2-194.0) thousand deaths, and 9.6 (7.6-11.9) million DALYs occurred in 2019, showing an increase of 96.8, 156.7, 162.8, and 145.4% compared to 1990. An inverse U-shaped curve was observed for the correlations between T2DM-related burden and SDI. A heavier burden was found in males. The top four risk factors were high body mass index (HBMI), dietary risks, air pollution and tobacco. HBMI, as the key risk, accounted for half of the disease burden of T2DM in China. Lower degree of SEV and higher level of attributable T2DM-related burden could be found in main risks, meaning their critical role of them in the development and progression of T2DM. An inverse U-shaped curve could be found in the association between age-standardized incidence, mortality, DALYs rate, and SDI.
Conclusion: The disease burden of T2DM has rapidly increased in China. Gender disparities, different age distributions and inconsistent socioeconomic levels all played an important role in it. The key risk was HBMI. With the improvement of socioeconomic level, the main risk factors for T2DM have changed from environmental factors to lifestyle factors. Targeted control and preventative strategies to address adjustable risk factors could put an end to this soaring burden.
Keywords: China; ambient particulate matter pollution; disability-adjusted life years; high body mass index; sociodemographic index; type 2 diabetes mellitus.
Copyright © 2024 Huang, He, Xu, Shen, Pan, Wu and Chen.
Conflict of interest statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
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References
-
- Federation, International Diabetes . IDF Diabetes Atlas, 10th Edition. (2021). Available at: https://doi.org/https://www.diabetesatlas.org/en/resources/.
-
- WHO . Global action plan for the prevention and control of noncommunicable diseases: 2013-2020. (2013). Available at: http://apps.who.int/iris/bitstream/10665/94384/1/9789241506236_eng.pdf (Accessed July 26, 2019).
-
- Dai H, Alsalhe TA, Chalghaf N, Ricco M, Bragazzi NL, Wu J. The global burden of disease attributable to high body mass index in 195 countries and territories, 1990-2017: An analysis of the Global Burden of Disease Study. PLoS Med. (2020) 17:e1003198. doi: 10.1371/journal.pmed.1003198, PMID: - DOI - PMC - PubMed
-
- GBD 2019 Diabetes and Air Pollution Collaborators . Estimates, trends, and drivers of the global burden of type 2 diabetes attributable to PM(2.5) air pollution, 1990-2019: an analysis of data from the Global Burden of Disease Study 2019. Lancet Planet Health. (2022) 6:e586–600. doi: 10.1016/S2542-5196(22)00122-X - DOI - PMC - PubMed
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