The qPCR results indicated that the expression levels of ABCD1, ALOX12B, ALOX15B, CPT1B, IL4I1 significantly upregulated in tumor samples, while the expression of HACD1 was low in ccRCC tissues (Fig. 5a, b). This evidence concerns the gene ALOX12B and nonpapillary renal cell carcinoma.