Associations of systemic inflammatory regulators with CKD and kidney function: evidence from the bidirectional mendelian randomization study

BMC Nephrol. 2024 May 10;25(1):161. doi: 10.1186/s12882-024-03590-2.

Abstract

Background: Previous observational studies have reported that systemic inflammatory regulators are related to the development of chronic kidney disease (CKD); however, whether these associations are causal remains unclear. The current study aimed to investigate the potential causal relationships between systemic inflammatory regulators and CKD and kidney function.

Method: We performed bidirectional two-sample Mendelian randomization (MR) analyses to infer the underlying causal associations between 41 systemic inflammatory regulators and CKD and kidney function. The inverse-variance weighting (IVW) test was used as the primary analysis method. In addition, sensitivity analyses were executed via the Mendelian randomization pleiotropy residual sum and outlier (MR-PRESSO) test and the weighted median test.

Results: The findings revealed 12 suggestive associations between 11 genetically predicted systemic inflammatory regulators and CKD or kidney function in the forward analyses, including 4 for CKD, 3 for blood urea nitrogen (BUN), 4 for eGFRcrea and 1 for eGFRcys. In the other direction, we identified 6 significant causal associations, including CKD with granulocyte-colony stimulating factor (GCSF) (IVW β = 0.145; 95% CI, 0.042 to 0.248; P = 0.006), CKD with stem cell factor (SCF) (IVW β = 0.228; 95% CI, 0.133 to 0.323; P = 2.40 × 10- 6), eGFRcrea with SCF (IVW β =-2.90; 95% CI, -3.934 to -1.867; P = 3.76 × 10- 8), eGFRcys with GCSF (IVW β =-1.382; 95% CI, -2.404 to -0.361; P = 0.008), eGFRcys with interferon gamma (IFNg) (IVW β =-1.339; 95% CI, -2.313 to -0.366; P = 0.007) and eGFRcys with vascular endothelial growth factor (VEGF) (IVW β =-1.709; 95% CI, -2.720 to -0.699; P = 9.13 × 10- 4).

Conclusions: Our findings support causal links between systemic inflammatory regulators and CKD or kidney function both in the forward and reverse MR analyses.

Keywords: Chronic kidney disease; Cytokines; Inflammation; Kidney function; Mendelian randomization.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Blood Urea Nitrogen
  • Glomerular Filtration Rate
  • Granulocyte Colony-Stimulating Factor / blood
  • Humans
  • Inflammation / genetics
  • Kidney / metabolism
  • Kidney / physiopathology
  • Mendelian Randomization Analysis*
  • Renal Insufficiency, Chronic* / blood
  • Renal Insufficiency, Chronic* / genetics
  • Stem Cell Factor / blood
  • Stem Cell Factor / genetics

Substances

  • Granulocyte Colony-Stimulating Factor
  • Stem Cell Factor