When looking at the top 10 upregulated genes, we found for example Ccdc180, Col11a1, Gria2, or Prdm6 in males in relation to regulation of transcription, renal cell carcinoma, and fibrosis (Table 1). This evidence concerns the gene GRIA2 and hereditary clear cell renal cell carcinoma.