Causal effect between total cholesterol and HDL cholesterol as risk factors for chronic kidney disease: a mendelian randomization study

BMC Nephrol. 2021 Jan 20;22(1):35. doi: 10.1186/s12882-020-02228-3.

Abstract

Background: While observational studies show an association between serum lipid levels and cardiovascular disease (CVD), intervention studies that examine the preventive effects of serum lipid levels on the development of CKD are lacking.

Methods: To estimate the role of serum lipid levels in the etiology of CKD, we conducted a two-sample mendelian randomization (MR) study on serum lipid levels. Single nucleotide polymorphisms (SNPs), which were significantly associated genome-wide with serum lipid levels from the GLGC and CKDGen consortium genome-wide association study (GWAS), including total cholesterol (TC, n = 187,365), triglyceride (TG, n = 177,861), HDL cholesterol (HDL-C, n = 187,167), LDL cholesterol (LDL-C, n = 173,082), apolipoprotein A1 (ApoA1, n = 20,687), apolipoprotein B (ApoB, n = 20,690) and CKD (n = 117,165), were used as instrumental variables. None of the lipid-related SNPs was associated with CKD (all P > 0.05).

Results: MR analysis genetically predicted the causal effect between TC/HDL-C and CKD. The odds ratio (OR) and 95% confidence interval (CI) of TC within CKD was 0.756 (0.579 to 0.933) (P = 0.002), and HDL-C was 0.85 (0.687 to 1.012) (P = 0.049). No causal effects between TG, LDL-C- ApoA1, ApoB and CKD were observed. Sensitivity analyses confirmed that TC and HDL-C were significantly associated with CKD.

Conclusions: The findings from this MR study indicate causal effects between TC, HDL-C and CKD. Decreased TC and elevated HDL-C may reduce the incidence of CKD but need to be further confirmed by using a genetic and environmental approach.

Keywords: Causation; Chronic kidney disease; Genome-wide association study; Serum lipid levels; Two-sample mendelian randomization.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Cholesterol, HDL / blood*
  • Cholesterol, LDL / blood*
  • Humans
  • Mendelian Randomization Analysis
  • Renal Insufficiency, Chronic / blood*
  • Renal Insufficiency, Chronic / epidemiology
  • Renal Insufficiency, Chronic / etiology*
  • Renal Insufficiency, Chronic / genetics
  • Risk Factors
  • Triglycerides / blood*

Substances

  • Cholesterol, HDL
  • Cholesterol, LDL
  • Triglycerides