In-depth exploration of the shared genetic signature and molecular mechanisms between end-stage renal disease and osteoporosis.

ABSTRACT: Background: Osteoporosis (OS) and fractures are common in patients with end-stage renal disease (ESRD) and maintenance dialysis patients. However, diagnosing osteoporosis in this population is challenging. The aim of this research is to explore the common genetic profile and potential molecular mechanisms of ESRD and OS. Methods and results: Download microarray data for ESRD and OS from the Gene Expression Omnibus (GEO) database. Weighted correlation network analysis (WGCNA) was used to identify co-expression modules associated with ESRD and OS. Random Forest (RF) and Lasso Regression were performed to identify candidate genes, and consensus clustering for hierarchical analysis. In addition, miRNAs shared in ESRD and OS were identified by differential analysis and their targe

SUBMITTER: Lou W 

PROVIDER: S-EPMC10704461 | biostudies-literature | 2023

REPOSITORIES: biostudies-literature