The irregular tumor margin and peritumoral low signal intensity on hepatobiliary phase images have been independently associated with PD-L1 expression in hepatocellular carcinoma, with an AUC of 0.809 for predicting high PD-L1 expression [23]. The gene discussed is CD274; the disease is neoplasm.