Non-high-density lipoprotein cholesterol: High-density lipoprotein cholesterol ratio is an independent risk factor for diabetes mellitus: Results from a population-based cohort study

J Diabetes. 2018 Sep;10(9):708-714. doi: 10.1111/1753-0407.12650. Epub 2018 Mar 12.

Abstract

Background: Dyslipidemia predicts the development and progression of diabetes. A higher non-high-density lipoprotein cholesterol (HDL-C): HDL-C ratio is reportedly associated with metabolic syndrome and insulin resistance, but its relationship with glycemic levels and diabetes remains unclear.

Methods: In all, 4882 subjects aged ≥40 years without diabetes and not using lipid-lowering drugs were enrolled in the study. The non-HDL-C: HDL-C ratio was log10 transformed to achieve normal distribution. Multivariate logistic regression was used to investigate the association between the log10 -transformed non-HDL-C: HDL-C ratio and diabetes. Stratified analyses of the association by age, gender, and body mass index (BMI) were also performed.

Results: After 3 years of follow-up, 704 participants developed diabetes. After adjustment for age, gender, current smoking, current drinking, physical activity, BMI, systolic blood pressure, and family history of diabetes, each 1-SD increase in the log(non-HDL-C: HDL-C ratio) was associated with higher fasting blood glucose (FPG) levels (β = 0.1; 95% confidence interval [CI] 0.1-0.1), 2-h postload plasma glucose levels (2-h glucose; β = 0.2; 95% CI 0.1-0.2), and risk of diabetes (odds ratio [OR] 1.1; 95% CI 1.0-1.2). In a multivariate model, subjects in the top quartile of non-HDL-C: HDL-C ratio had higher FPG (β = 0.2; 95% CI 0.2-0.3), 2-h glucose (β = 0.5; 95% CI 0.3-0.7) and HbA1c (β = 0.1; 95% CI 0.1-0.2) levels, and a 40% increased risk of diabetes (OR 1.4; 95% CI 1.1-1.8) than participants in the bottom quartile.

Conclusions: The non-HDL-C: HDL-C ratio was found to be an independent risk factor for diabetes.

Keywords: HbA1c; blood glucose; diabetes mellitus; dyslipidemias; 糖化血红蛋白; 糖尿病; 血糖水平; 血脂紊乱.

Publication types

  • Multicenter Study

MeSH terms

  • Blood Glucose / analysis
  • Body Mass Index
  • Cholesterol / blood*
  • Cholesterol, HDL / blood*
  • Cholesterol, LDL / blood*
  • Cohort Studies
  • Diabetes Mellitus / blood*
  • Diabetes Mellitus / diagnosis
  • Female
  • Humans
  • Logistic Models
  • Male
  • Middle Aged
  • Multivariate Analysis
  • Risk Factors

Substances

  • Blood Glucose
  • Cholesterol, HDL
  • Cholesterol, LDL
  • Cholesterol