To identify differentially expressed genes associated with BA and liver fibrosis, we employed bioinformatics approaches to analyze GEO datasets pertinent to BA, culminating in the selection of a pivotal gene, MFAP4. This evidence concerns the gene MFAP4 and Hepatic fibrosis.