Association of total cholesterol to high-density lipoprotein cholesterol ratio with diabetes risk: a retrospective study of Chinese individuals
A common complication of type 2 diabetes is hypercholesterolemia in many patients. It is still unclear, nevertheless, how high-density lipoprotein cholesterol ratio (TC/HDL-C), total cholesterol, and diabetes are related. The purpose of this study is to look at the prediction ability and causal relationship between TC/HDL-C and diabetes. This study included 117,268 subjects who were undergoing physical examinations. The subjects were grouped into four equal groups according to the TC/HDL-C quartiles; the main outcome was the occurrence of diabetes events. TC/HDL-C is calculated as total cholesterol divided by high-density lipoprotein cholesterol. In 3.1 years (± 0.95) of follow-up, 795 women (0.68%) and 1,894 men (1.62%) received new diabetes diagnoses. TC/HDL-C is an independent predictor of new-onset diabetes, according to multivariable Cox regression analysis (HR 1.27 per SD increase, 95% CI: 1.09-1.48, P for trend < 0.001). It turned out that a cutoff value of 3.55 (area under the curve 0.64, sensitivity 0.66, specificity 0.56), was ideal for TC/HDL-C in predicting new-onset diabetes. A subgroup analysis demonstrated that the younger population had a significantly higher risk of TC/HDL-C-related diabetes than the middle-aged group (interaction P < 0.05). After controlling for confounding variables, this Chinese cohort study reveals a direct correlation between TC/HDL-C and diabetes, with a stronger independent association observed in younger and middle-aged individuals.
Authors
- Lei Chen (ORCID: https://orcid.org/0000-0002-6581-0544)
- Yangyu Zhao (ORCID: https://orcid.org/0000-0002-2558-7122)
- Zhiqiang Zhang (ORCID: https://orcid.org/0009-0003-3727-2333)
- Xiqing Wei (ORCID: https://orcid.org/0000-0002-6647-276X)
- Nian X. Sun (ORCID: https://orcid.org/0000-0002-3120-0094)
- Wenyan Liang (ORCID: https://orcid.org/0009-0009-3056-9461)
- Tenglong Hu (ORCID: https://orcid.org/0000-0002-2468-5249)
- Hui Chen (ORCID: https://orcid.org/0000-0001-6883-3752)
Institutions
- Fujian Medical University (CN)
- Affiliated Hospital of Jining Medical University (CN)
- Union Hospital (CN)
- Jining Medical University (CN)
- Tianjin Medical University (CN)
Publication Details
- Journal
- Scientific Reports
- Published
- 2025-05-09
- DOI
- https://doi.org/10.1038/s41598-025-87277-0
- Citations
- 2
- Primary Topic
- Diabetes, Cardiovascular Risks, and Lipoproteins
- Type
- article
- Field-Weighted Citation Impact
- 2.59