Through the forest map, we can see that ATP5MC3, CISD1, FANCD, and ACSL3 are a high-risk gene in renal clear cell carcinoma, and the rest are low-risk genes (Figure 3). Here, ATP5MC3 is linked to clear cell renal carcinoma.