Associations Between Dietary Habits and Accelerated Aging and the Establishment of an Accelerated Aging Interpretable Risk Prediction Model via Shapley Additive Explanations: Cross-Sectional Study From Two Representative Populations
Significant associations between accelerated aging and dietary indices were observed. High compliance with the Dietary Inflammation Index had a promoting effect on accelerated aging, while high compliance with the Alternative Healthy Eating Index, Alternative Mediterranean Diet, Healthy Eating Index-2020, and Dietary Approaches to Stop Hypertension showed varying degrees of protection against accelerated aging.
Authors
- Haiwei Wang (ORCID: https://orcid.org/0009-0001-8694-981X)
- Hangyan Shen (ORCID: https://orcid.org/0009-0005-1770-1000)
- Qikeng Zhang (ORCID: https://orcid.org/0009-0003-2107-6696)
- Zhengyang Wu (ORCID: https://orcid.org/0000-0002-1154-8325)
- Ning Zhang (ORCID: https://orcid.org/0000-0002-5892-2193)
- Yunxia Cao (ORCID: https://orcid.org/0000-0002-8715-0874)
- Yinan Du (ORCID: https://orcid.org/0000-0002-7678-7546)
- Yang Yang (ORCID: https://orcid.org/0009-0009-5175-7250)
- Daobin Ji (ORCID: https://orcid.org/0000-0002-4597-2036)
Institutions
- Ministry of Education of the People's Republic of China (CN)
- Anhui Medical University (CN)
- First Affiliated Hospital of Anhui Medical University (CN)
Publication Details
- Journal
- JMIR Aging
- Published
- 2025-12-01
- DOI
- https://doi.org/10.2196/72020
- Primary Topic
- Nutritional Studies and Diet
- Type
- article
- Field-Weighted Citation Impact
- 0.00