PTGER4 and nonpapillary renal cell carcinoma: As the key gene in SeMRM, to gain a deeper valuing of the effect of PTGER4 in ccRCC, we performed a string of trials and verified the close correlation between PTGER4 and metabolism and cell senescence in ccRCC cells.