After identifying the prognostic value and expression level of CASKIN1, EMR3, and GBP5, we performed correlation analysis between CASKIN1, EMR3, and GBP5 expression levels and immune/stromal/Estimate scores, and tumor purity in HCC, respectively. The gene discussed is ADGRE3; the disease is hepatocellular carcinoma.