Key result
Elevated baseline TG/HDL-C ratio linked to ~12% higher risk of new-onset diabetes.
Why the study?
The association between triglyceride to high-density lipoprotein cholesterol (TG/HDL-C) ratio and new-onset diabetes mellitus (DM) in a large prospective cohort was not well established.
Does a higher TG/HDL-C ratio increase the risk of new-onset diabetes mellitus in Chinese adults?
Cohort (n=90,446)
Does a higher TG/HDL-C ratio increase the risk of new-onset diabetes mellitus in Chinese adults?
Hazard Ratio: 1.118 (95% CI 1.08–1.156)
Absolute Event Rate: 44.38% vs 40.95%
p-value: p=<0.001
A higher baseline TG/HDL-C ratio is independently associated with an increased risk of new-onset diabetes mellitus over long-term follow-up, suggesting its utility as an early predictor of metabolic risk.
OBJECTIVE: To examine the association between triglyceride to high-density lipoprotein cholesterol (TG/HDL-C) ratio and the onset of diabetes mellitus (DM) within an ongoing prospective cohort in China. SUBJECTS AND METHODS: Participants were categorized into four groups according to their TG/HDL-C ratio quartiles. Kaplan-Meier estimator determined the cumulative incidence during follow-up and generated time-to-event curves. Additionally, a Cox proportional hazards regression analysis assessed the hazard ratios (HRs) and their corresponding 95% confidence intervals (CIs) for new-onset DM. A sensitivity analysis was also performed to mitigate the possible effects of reverse causation. RESULTS: During a median follow-up duration of 13.67 years, 38,210 individuals developed DM. Kaplan-Meier curves revealed that the cumulative DM incidence across quartiles 1 to 4 was 40.95%, 42.04%, 41.42%, and 44.38%, respectively. The risk of developing DM increased over time according to the baseline TG/HDL-C ratio quartiles. After adjusting for potential confounding variables, the HRs reached 1.045 (95% CI, 1.015-1.076), 1.026 (95% CI, 0.996-1.058), and 1.095 (95% CI, 1.058-1.133) for quartiles 2, 3, and 4, respectively (P for trend < 0.001). These findings were consistent in sensitivity analyses, with HRs of 1.045 (95% CI, 1.016-1.075), 1.026 (95% CI, 0.996-1.058), and 1.095 (95% CI, 1.058-1.133) for quartiles 2, 3, and 4, respectively (P for trend < 0.0001). CONCLUSION: TG/HDL-C ratio is significantly and positively associated with new-onset DM.
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Yin et al. (2026) conducted a cohort in New-onset diabetes mellitus (n=90,446). High triglyceride to high-density lipoprotein cholesterol (TG/HDL-C) ratio vs. Lowest quartile of TG/HDL-C ratio was evaluated on New-onset diabetes mellitus (HR 1.118, 95% CI 1.080-1.156, p=<0.001). An elevated baseline triglyceride to high-density lipoprotein cholesterol ratio was significantly and independently associated with an increased risk of new-onset diabetes mellitus (HR 1.118 for the highest vs. lowest quartile).
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