Eight ccRCC RNA sequencing (RNA-seq) datasets were incorporated and analyzed using the RobustRankAggreg package in R, and 356 differentially expressed genes between ccRCC tissues and normal kidney tissues were identified, including the aldehyde oxidase 1 (AOX1) gene. The gene discussed is AOX1; the disease is nonpapillary renal cell carcinoma.