Finally, we conducted a correlation analysis on the expression of FDX1 and FMR1 in these 75 ccRCC tissues, and our results confirmed a significant positive correlation between FDX1 expression and FMR1 expression (Fig. 5F). Here, FMR1 is linked to nonpapillary renal cell carcinoma.