Therefore, future research should conduct multic - enter prospective studies to further expand the sample size, verify the diagnostic efficacy of CHI3L1 in AILDs - related liver fibrosis, and determine the diagnostic thresholds for each fibrosis stage. The gene discussed is CHI3L1; the disease is Hepatic fibrosis.