Impact of Fatty Acid Desaturase 1 on CKD via Very Low-Density Lipoprotein-Associated Metabolites: A Drug Target-Related Mediation Mendelian Randomization Study

Background: Metabolic dysregulation plays a crucial role in chronic kidney disease (CKD). Identifying new targets for CKD through metabolites and their regulatory genes requires further investigation. Methods: A total of 233 metabolites from GWAS Catalog with P < 5 × 10−8 were utilized for Mendelian randomization with CKD. External validation was conducted from UK Biobank. Cis-eQTL of genes related to VLDL were selected for Mendelian randomization with CKD and metabolites. The total effect of the fatty acid desaturase 1 gene (FADS1) on CKD and metabolite-mediated effects were calculated. Bulk RNA-seq were used to validate FADS1 expression in the kidney tissues of patients with CKD. Results: The cholesteryl esters to total lipids ratio in medium VLDL (OR = 0.84 [0.77–0.92]; P.adj = 0.039) and total cholesterol to total lipids ratio in small VLDL (OR = 0.84 [0.77–0.91]; P.adj = 0.003) were protective factors for CKD, whereas the triglycerides to total lipids ratio in small VLDL (OR = 1.18 [1.09–1.27]; P.adj = 0.009) and the triglycerides to total lipids in very small VLDL (OR = 1.19 [1.10–1.27]; P.adj < 0.001) were risk factors. They mediated the risk of CKD by FADS1 (OR = 1.11 [1.06–1.17]; P.adj = 0.001), and mediation effects of 21.17%, 10.43%, 23.52%, and 29.96% were obtained. The differential expression of FADS1 was observed in the kidney tissues of patients with CKD. Conclusion: FADS1 is a risk factor for CKD and a novel therapeutic target. Four metabolites mediate the detrimental effect of FADS1 in CKD.Figure 1: Overview Diagram of Drug Target MR and Mediation MR Analysis

Authors

Institutions

Publication Details

Journal
Journal of the American Society of Nephrology
Published
2024-10-01
DOI
https://doi.org/10.1681/asn.20245rf6mjna
Primary Topic
Lipoproteins and Cardiovascular Health
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Impact of Fatty Acid Desaturase 1 on CKD via Very Low-Density Lipoprotein-Associated Metabolites: A Drug Target-Related Mediation Mendelian Randomization Study

Wanxin Tang, Lei Chen
Journal of the American Society of Nephrology
Lipoproteins and Cardiovascular Health
article

Impact of Fatty Acid Desaturase 1 on CKD via Very Low-Density Lipoprotein-Associated Metabolites: A Drug Target-Related Mediation Mendelian Randomization Study

Wanxin Tang, Lei Chen
article en

Abstract

Background: Metabolic dysregulation plays a crucial role in chronic kidney disease (CKD). Identifying new targets for CKD through metabolites and their regulatory genes requires further investigation. Methods: A total of 233 metabolites from GWAS Catalog with P < 5 × 10−8 were utilized for Mendelian randomization with CKD. External validation was conducted from UK Biobank. Cis-eQTL of genes related to VLDL were selected for Mendelian randomization with CKD and metabolites. The total effect of the fatty acid desaturase 1 gene (FADS1) on CKD and metabolite-mediated effects were calculated. Bulk RNA-seq were used to validate FADS1 expression in the kidney tissues of patients with CKD. Results: The cholesteryl esters to total lipids ratio in medium VLDL (OR = 0.84 [0.77–0.92]; P.adj = 0.039) and total cholesterol to total lipids ratio in small VLDL (OR = 0.84 [0.77–0.91]; P.adj = 0.003) were protective factors for CKD, whereas the triglycerides to total lipids ratio in small VLDL (OR = 1.18 [1.09–1.27]; P.adj = 0.009) and the triglycerides to total lipids in very small VLDL (OR = 1.19 [1.10–1.27]; P.adj < 0.001) were risk factors. They mediated the risk of CKD by FADS1 (OR = 1.11 [1.06–1.17]; P.adj = 0.001), and mediation effects of 21.17%, 10.43%, 23.52%, and 29.96% were obtained. The differential expression of FADS1 was observed in the kidney tissues of patients with CKD. Conclusion: FADS1 is a risk factor for CKD and a novel therapeutic target. Four metabolites mediate the detrimental effect of FADS1 in CKD.Figure 1: Overview Diagram of Drug Target MR and Mediation MR Analysis

Journal of the American Society of NephrologyVol. 35(10S)
Sichuan University (CN), West China Hospital of Sichuan University (CN)
Good health and well-being
Openalex Percentile: Top 64%
Lipoproteins and Cardiovascular Health
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.