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ABSTRACT: Background
Chronic kidney disease (CKD) is often accompanied by alterations in the metabolic profile of the body, yet the causative role of these metabolic changes in the onset of CKD remains a subject of ongoing debate. This study investigates the causative links between metabolites and CKD by leveraging the results of genomewide association study (GWAS) from 486 blood metabolites, employing bulk two-sample Mendelian randomization (MR) analyses. Building on the metabolites that exhibit a causal relationship with CKD, we delve deeper using enrichment analysis to identify the metabolic pathways that may contribute to the development and progression of CKD.Methods
In conducting the Mendelian randomization analysis, we treated the GWAS data for 486 metabolic traits as exposure
SUBMITTER: Yin Y
PROVIDER: S-EPMC10800733 | biostudies-literature | 2023
REPOSITORIES: biostudies-literature