The results demonstrated that serum CHI3L1 had the highest AUROC of 0.939 (95% CI 0.891-0.988, p <0.001) for the diagnosis of significant liver fibrosis, outperforming other non-invasive fibrosis scoring indicators. This evidence concerns the gene CHI3L1 and fibrosis.