In training cohort TMA slide containing 75 cases ccRCC tissues with paired adjacent non-tumor tissues, we observed that a significantly lower expression of PinX1 in tumor tissues compared with paired adjacent non-tumor tissues (P < 0.001, Figure 1b). This evidence concerns the gene PINX1 and nonpapillary renal cell carcinoma.