Using lasso regression analysis, 7 genes (CLEC18A, PIR, KCNN4, MST1R, CAPG, ALDH5A1, and COX7B) were used to obtain the EMT score for estimating the ESCC prognosis. The gene discussed is KCNN4; the disease is esophageal squamous cell carcinoma.