HGF and cancer: Factors such as transforming growth factor-beta (TGF-β), hepatocyte growth factor (HGF), and interleukins secreted by CAFs can activate signaling pathways (e.g., PI3K/AKT, MAPK) in cancer cells, leading to enhanced glycolysis and survival (92).