Results show that RUVBL1 (RuvB-like 1) and CNIH (Cornichon homolog) genes are useful for discriminating ESCC from normal tissues with a leave-one-out cross-validation accuracy of 91.18%. The gene discussed is CNIH1; the disease is esophageal squamous cell carcinoma.