In addition, among the 7 genes identified as age-associated markers in kidney cancer (KIRC and KIRP), 4 genes (HAND2, FLT4, GDNF, and IL22RA1) were associated with age in kidney tissue51. This evidence concerns the gene GDNF and kidney cancer.