Previous studies have reported that PHLDA family members play vital roles in cancer metabolism, suggesting that in ccRCC, PHLDA2 may also shape an immunosuppressive microenvironment by regulating metabolism [53]. Here, PHLDA2 is linked to nonpapillary renal cell carcinoma.