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). This evidence concerns the gene CACNB1 and nonpapillary renal cell carcinoma.