As shown in Fig. 3E and Supplementary Table 2, the protective gene (APOL1) was downregulated, while the other four risk genes were upregulated in tumor, compared with the adjacent normal tissue, which were consistent with the RNA-seq data above. This evidence concerns the gene APOL1 and neoplasm.