Diagnostic and predictive values of m5C‑associated genes in idiopathic pulmonary fibrosis.

ABSTRACT: In patients with idiopathic pulmonary fibrosis (IPF), the role of 5‑methylcytosine (m5C)‑associated genes in the pathogenesis and development of the disease remains unclear. The present study aimed to identify reliable diagnostic markers based on the expression of m5C‑associated genes for the early detection of IPF. Count data were obtained by screening the IPF genome‑wide assay in the Gene Expression Omnibus database, followed by a comparison of m5C gene expression in patients with IPF and controls. The GSE150910 and GSE173355 datasets yielded a total of 23 differentially expressed m5C‑associated genes, which were then investigated for their functions. A diagnostic model was built using eight m5C genes and validated with training sets and the GSE124685 dataset. IPF subtypes were identifie

SUBMITTER: Tian L 

PROVIDER: S-EPMC11667211 | biostudies-literature | 2025 Feb

REPOSITORIES: biostudies-literature