COL1A1 and Hepatic fibrosis: In human HBV-related liver fibrosis, genes such as COL1A1, TIMP1, ACTA2, and CTGF are consistently upregulated, reflecting structural reorganization and inflammatory signaling cascades (Dong et al., 2023).