TNF and Hepatic fibrosis: Ingenuity pathway analysis (IPA) and gene set enrichment analysis (GSEA) identified upregulation of pathways closely related to the development of liver fibrosis and inflammation, such as signal transducer and activator of transcription 3 (STAT3) and tumor necrosis factor-α (TNF-α)36.