Compared to the downregulation of BCL2L13, CACNB1 and NUMBL were both significantly upregulated in ccRCC and pRCC, and also affected the prognosis of these patients (Additional file 8). Here, NUMBL is linked to nonpapillary renal cell carcinoma.