In liver cancer cells, PRPF8 expression is abnormally elevated and plays a crucial role in liver carcinogenesis by altering FN1 splicing, activating the FAK/AKT pathway, and promoting stress fiber formation. The gene discussed is AKT1; the disease is liver cancer.