These findings suggest that the transition to the TME influences gene expression and interaction with NRP1 and NRP2, potentially contributing to the distinct mechanisms underlying ccRCC and SKCM pathogenesis, which could be the driving force of the cancer type-specific involvement of the NRP isoforms. Here, NRP2 is linked to nonpapillary renal cell carcinoma.