The results revealed a significant negative correlation between MDH2 and FSP1 in ccRCC, with tissues affected by ccRCC demonstrating a tendency for higher MDH2 expression and lower expression of FSP1 (Fig. 5F). Here, AIFM2 is linked to nonpapillary renal cell carcinoma.