Kaplan–Meier survival curves revealed that the prognosis of patients with ccRCC with high RUNX1 expression was worse than that of patients with ccRCC with low RUNX1 expression (p < 0.001) (Fig. 2F). Here, RUNX1 is linked to nonpapillary renal cell carcinoma.