Notably, we observed a significant increase in NRP2 expression within macrophages, mirroring findings from healthy kidney samples and ccRCC, along with skin-specific cells such as Langerhans cells and melanocytes (Supplementary Table S5). Here, NRP2 is linked to nonpapillary renal cell carcinoma.