Coding for type IV collagen, COL7A1 was also a risk factor to ccRCC survival according to our results, supported by a previous study revealing high expression of COL7A1 was associated with tumor invasion and shorter survival in several types of squamous cell cancer [41–43]. The gene discussed is COL7A1; the disease is nonpapillary renal cell carcinoma.