The receiver operating characteristic (ROC) curve analysis showed that PIF1 was related to an area under the curve (AUC) value of 0.928 to distinguish between ccRCC tissues and normal tissues. This evidence concerns the gene PIF1 and nonpapillary renal cell carcinoma.