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ORIGINAL RESEARCH article

Front. Endocrinol.

Sec. Diabetes: Molecular Mechanisms

Volume 16 - 2025 | doi: 10.3389/fendo.2025.1635831

A Systematic Analysis of the Global Disease Burden of Type 2 Diabetes Mellitus Attributable to High Intake of Processed Meat in 204 Countries (1990 - 2021)

Provisionally accepted
Wangchu  ZeWangchu Ze1,2Rui  SuRui Su1,2Ruiyu  HuangRuiyu Huang3Yanxia  GuoYanxia Guo4Gang  LiuGang Liu5*Baolu  ZhangBaolu Zhang2*
  • 1Department of Nursing, The Affiliated Hospital, Southwest Medical University, Luzhou, China
  • 2School of Nursing, Southwest Medical University, Luzhou, China
  • 3School of Continuing Education, Guiyang Healthcare Vocational University, Guiyang, China
  • 4Faculty of Nursing and Midwifery, Jiangsu College of Nursing, Huaian, China
  • 5Department of Orthopedics and Center for Orthopedic Diseases Research, Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, China

The final, formatted version of the article will be published soon.

Background: High intake of processed meat is a modifiable risk factor for type 2 diabetes mellitus (T2DM), yet its global disease burden across different socio-demographic contexts remains insufficiently characterized. Methods: We analyzed T2DM mortality and disability-adjusted life years (DALYs) attributable to high processed meat intake across 204 countries from 1990 to 2021 using Global Burden of Disease 2021 data. We calculated age-standardized mortality rates (ASMR), age-standardized DALY rates (ASDR), and estimated annual percentage changes (EAPC) to assess temporal trends. Advanced interrupted time series (ITS) analysis was employed to detect structural breaks during the COVID-19 pandemic. Multivariate regression models examined the nonlinear relationship between the socio-demographic index (SDI) and the burden trend. Results: Processed meat consumption accounted for 20.3% (95% UI: 18.3-23.5) of global T2DM burden in 2021. Attributable deaths increased 118% from 52.7 to 114.9 thousand, while DALYs tripled from 2.0 to 6.1 million over three decades. Quadratic regression identified a critical SDI range (0.47-0.55) where burden growth peaks. Interrupted time series revealed pandemic-induced trend reversals: mortality declined (EAPC: +0.23% to -0.50%) while disability burden continued rising. Intervention modeling showed 10%, 25%, and 50% consumption reductions could prevent 2,330, 5,800, and 11,600 deaths annually, respectively. Conclusion: The global burden of T2DM attributable to processed meat consumption has increased substantially over three decades, with critical growth periods in middle-SDI countries. The COVID-19 pandemic disrupted established trends, revealing complex interactions between socioeconomic factors and dietary risk patterns. Targeted interventions reducing processed meat consumption could prevent thousands of deaths annually, particularly in countries within the critical SDI transition zone.

Keywords: Global burden, type 2 diabetes mellitus, High intake of processed meat, Mortality, Disability-adjusted life years, socio-demographic index

Received: 27 May 2025; Accepted: 29 Aug 2025.

Copyright: © 2025 Ze, Su, Huang, Guo, Liu and Zhang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Gang Liu, Department of Orthopedics and Center for Orthopedic Diseases Research, Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, China
Baolu Zhang, School of Nursing, Southwest Medical University, Luzhou, China

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