Data-driven cluster analysis on the association of aging, obesity and insulin resistance with new-onset diabetes in Chinese adults: a multicenter retrospective cohort study
Cluster-based analyses can effectively identify individuals at high risk of diabetes in the normal population. These high-risk groups (clusters 3 and 4) are often associated with aging, obesity, and insulin resistance (IR), necessitating early and targeted interventions.
Authors
- Mingkang Zhang (ORCID: https://orcid.org/0000-0001-9080-0025)
- Yazhi Wang (ORCID: https://orcid.org/0009-0009-0784-084X)
- Peng Wang (ORCID: https://orcid.org/0000-0002-1767-4509)
Institutions
- Lanzhou University of Technology (CN)
- People 's Liberation Army 451 Hospital (CN)
- Lanzhou University (CN)
Publication Details
- Journal
- Frontiers in Medicine
- Published
- 2025-07-30
- DOI
- https://doi.org/10.3389/fmed.2025.1640017
- Citations
- 1
- Primary Topic
- Liver Disease Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 1.35