Third, although this study found that four genes (COL7A1, LCTL, NPR3, and ZFHX4), had a large impact on the prognosis of renal cell carcinoma and analyzed their relationship with survival in multiple cancers, the specific molecular biology and cell biology mechanisms need to be further investigated. This evidence concerns the gene COL7A1 and hereditary clear cell renal cell carcinoma.