Their integrated analysis illustrated the four hub genes, including ALOX5, involved in RCC tumorigenesis, shedding light on the development of prognostic markers and further understanding of the function of the identifed RCC hub genes could provide deep insights into the molecular mechanisms. This evidence concerns the gene ALOX5 and renal cell carcinoma.