The therapeutic effect on HCC was evaluated based on HCC‐related signaling pathways, including the PIK3‐Akt signaling pathway, PD‐L1 expression, and PD‐1 checkpoint pathway in cancer. The gene discussed is CD274; the disease is cancer.