Both univariate and multivariate COX regression analyses demonstrated that GPR56 is an independent prognostic factor for HCC, with higher expression levels being associated with poorer prognosis (Fig. 1I and Supplementary Fig. S1A). Here, ADGRG1 is linked to hepatocellular carcinoma.