NRP1 - associated genes such as VEGFA, FLT1, KDR, SEMA3F, PLXND1 exhibited higher mRNA expression levels in ccRCC samples compared to SKCM samples (Figure 1d). This evidence concerns the gene NRP1 and nonpapillary renal cell carcinoma.