When 0.5 < AUC < 0.7, 0.7 < AUC < 0.9, and AUC > 0.9, the diagnostic effect is low, medium, and high, respectively, suggesting that GABRG2, CNTNAP2, and SCN4B have high diagnostic value for patients with hypopharyngeal carcinoma combined with esophageal carcinoma, while NOS1 and CACNA1A have moderate diagnostic value. The gene discussed is NOS1; the disease is carcinoma of esophagus.