Likewise, MUC4 mutations prolonged survival in renal clear cell carcinoma patients (KIRC: HR, 0.570; 95% CI 0.370–0.880; P = 0.012) (Additional file 3), an observation that is consistent with another study [32]. Here, MUC4 is linked to clear cell renal carcinoma.