ArticleScientific reports2024
Association between triglyceride to high-density lipoprotein cholesterol ratio and microalbuminuria in the Chinese population.
Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 2 of them syntheses that pooled it.
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Who cites it
6 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Association Between the Triglycerides-to-High-Density Lipoprotein-Cholesterol (TG/HDL-C) Ratio and Chronic Kidney Disease: A Systematic Review and Meta-Analysis of Observational Studies.Endocrinology, diabetes & metabolism · 2026Pooled it
- Atherogenic lipid indices and diabetic retinopathy in type 2 diabetes: a systematic review and meta-analysis.Frontiers in medicine · 2025Pooled it
- Atherogenic index of plasma and lower estimated glomerular filtration rate in IgA nephropathy.Lipids in health and disease · 2026Article
- Association between triglyceride-to-high-density lipoprotein cholesterol ratio and albuminuria in patients with type 2 diabetes: a cross-sectional study.Frontiers in nutrition · 2026Article
- The predictive potential of surrogate indicators of insulin resistance for type 2 diabetic kidney disease.Frontiers in endocrinology · 2026Article
- Association between the ratio of triglyceride to high-density lipoprotein cholesterol (TG/HDL-c) and chronic kidney disease risk: a large-scale cross-sectional study in a Chinese population.Frontiers in medicine · 2025Article
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10 authors.
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Abstract
The evidence for the association between the triglyceride (TG) to high-density lipoprotein cholesterol (HDL-c) ratio and the risk of developing microalbuminuria is still limited in the Chinese population. Therefore, our research will endeavor to explore the relationship between the two. The cross-sectional survey enrolled 32,877 general population from eight regional centers in China. If the urinary albumin-creatinine ratio (UACR) ≥ 30 mg/g, it was considered microalbuminuria. The dependent variable in the study was microalbuminuria, while the independent variable was the TG/HDL-c ratio. A binary logistic regression model was utilized to examine the independent association between the likelihood of microalbuminuria and the TG/HDL-c ratio. A generalized additive model (GAM) and spline smoothing were employed to investigate non-linear relationships between these two variables. To confirm the findings and pinpoint important turning points, subgroup and threshold effect tests were performed. The average age of the study participants was 57.67 ± 9.29 years, with 22,052 (67%) females and 10,825 (33%) males. The ratio of TG/HDL-c had a median value of 1.06, while the UACR had a median value of 9.92 mg/g. The prevalence of microalbuminuria was 14.4%. Following covariate adjustment, the prevalence of microalbuminuria and the TG/HDL-c ratio showed a significant positive connection (OR = 1.17,95% CI 1.13-1.21). Interestingly, we discovered a non-linear relationship between the occurrence of microalbuminuria and the TG/HDL-c ratio. At a TG/HDL-c ratio of 0.911, we detected an inflection point, with ORs of 1.12 (95% CI: 1.08, 1.17) on the right side of the point and 1.89 (95% CI: 1.51, 2.36) on the left. Subgroup analyses further validated the results. Our research revealed a positive and non-linear connection between the TG/HDL-c ratio and the prevalence of microalbumin in Chinese individuals. The connection was especially robust when the TG/HDL-c ratio was below 0.911. Reducing TG or raising HDL-c levels in order to lower the TG/HDL-c ratio may significantly mitigate the risk of microalbuminuria.
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