Based on the differentiated expressed ERSRGs, a signature of STAD prognostic risk score was developed, which contained five prognostically relevant ERSRGs: AKR1B1, SERPINE1, ADCYAP1, MATN3, and CYP19A1. The gene discussed is ADCYAP1; the disease is gastric adenocarcinoma.