Regarding studies about ccRCC diagnosis, the genes CA9, FABP7, NDUFA4L2, PTHLH and SLC6A3 were common among the study using clustering/PCA (Table 2) and the one using learning algorithms (Table 1). This evidence concerns the gene PTHLH and nonpapillary renal cell carcinoma.