Specifically, ccRCC had more abundant perirenal fat, which might partly explain the mild degree of adipogenic transdifferentiation and the low expression level of chemerin in non-ccRCC cases, where perirenal adipose tissues were less distributed (8, 39). Here, RARRES2 is linked to nonpapillary renal cell carcinoma.