Of these, we further establish a role for CDH13 in tumor angiogenesis, as well as a pro-migratory role for four novel factors including KISS1R, KSR1, CAMK1, and SSPN in ccRCC. This evidence concerns the gene KSR1 and nonpapillary renal cell carcinoma.