Lipid parameters and the risk of incident CKD: an analysis of conventional and composite lipid indices

Abstract Background Dyslipidemia is predominant in chronic kidney disease (CKD) patients and is usually characterized by high levels of triglyceride (TG), decreased high-density lipoprotein cholesterol (HDL-C), and normal or slightly elevated low-density lipoprotein cholesterol (LDL-C). Nevertheless, the link between this distinct dyslipidemic profile and the risk of incident CKD is not yet fully understood. Methods This 6-year retrospective cohort study recruited adults aged ≥ 40 years with baseline eGFR > 60 mL/min/1.73 m². The lipid parameters measured were TG, total cholesterol (TC), HDL-C, LDL-C, TG/HDL-C ratio (TG/HDL-C), TC/HDL-C ratio (TC/HDL-C), non-HDL-C/HDL-C ratio (NHHR), and residual cholesterol (RC). The main outcome was incident CKD, defined as a ≥ 30% decline in eGFR from baseline accompanied by a final eGFR < 60 mL/min/1.73 m² at the end of follow-up. Multivariate logistic regression, restricted cubic spline and subgroup analyses were applied to evaluate the relationships between lipid parameters and incident CKD, with the potential confounders, such as demographic factors and clinical covariates, being adjusted. Results A total of 3,856 participants were included, among whom 453 (11.7%) developed incident CKD. After full adjustment, participants in the highest log 10 -transformed TGs (log-TG) tertile had 59% higher odds of incident CKD versus the lowest tertile (OR = 1.59, 95% CI: 1.24–2.05), TC (OR = 1.49, 95% CI: 1.15–1.92), the TC/HDL-C ratio (OR = 1.51, 95% CI: 1.17–1.95), the TG/HDL-C ratio (OR = 1.63, 95% CI: 1.26–2.10), the NHHR (OR = 1.51, 95% CI: 1.17–1.95), and RC (OR = 1.50, 95% CI: 1.18–1.92). On the other hand, an increase in HDL-C levels was linked to a lower risk of incident CKD (OR = 0.75, 95% CI: 0.58–0.96). These associations were mostly similar in prespecified subgroups; in particular, the TG/HDL-C ratio showed a higher effect estimate in people without diabetes. Conclusions TG, TC, the TC/HDL-C ratio, the TG/HDL-C ratio, the NHHR, and RC were all positively associated with incident CKD, whereas HDL-C was negatively associated. Clinical trial number Not applicable.

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Journal
BMC Endocrine Disorders
Published
2026-09-12
DOI
https://doi.org/10.1186/s12902-026-02529-y
Primary Topic
Chronic Kidney Disease and Diabetes
Type
article
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article

Lipid parameters and the risk of incident CKD: an analysis of conventional and composite lipid indices

X.F. Li, Zhanju Liu, Dandan Li, Zihan Song et al.
BMC Endocrine Disorders
Chronic Kidney Disease and Diabetes
article

Lipid parameters and the risk of incident CKD: an analysis of conventional and composite lipid indices

X.F. Li, Zhanju Liu, Dandan Li, Zihan Song, Huimin Xu, XiaoCi Wang, Yang Liu, Shufang Yan, Tong Yu, Hongwei Jiang
article en

Abstract

No abstract available for this paper.

BMC Endocrine Disorders
Henan University of Science and Technology (CN), Henan University Huaihe Hospital and Huaihe Clinical Institute (CN), First Affiliated Hospital of Henan University of Science and Technology (CN)
Good health and well-being
Openalex Percentile: Top 10%
Chronic Kidney Disease and Diabetes
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