COL1A2 and Hepatic fibrosis: On the basis of transcriptomics and network pharmacology findings, genes connected with liver fibrosis and the PI3K/AKT signaling pathway, such as Col1a1, Col1a2, Col4a1, Col4a2, TLR2, and Pdgfr-β, were chosen for qRT-PCR validation.