PIK3CD and hepatocellular carcinoma: HCC pathogenesis involves dysregulation of key molecular pathways such as JAK/STAT, Ras/Raf/MAPK, PI3K/AKT/mTOR, and ubiquitin–proteasome systems, which control cellular proliferation, survival, and apoptotic processes [7, 9].