In both IRGPI groups, TP53, TTN, CSMD3, DNAH5, MUC16, NFE2L2, and PIK3CA were the most commonly mutated genes, showing mutation rates of over 10% in ESCC samples. Here, MUC16 is linked to esophageal squamous cell carcinoma.