This finding is substantiated by the presence of the PGC1α gene module in the MT + group, an occurrence also observed in SETD2-mutated ccRCC (Liu et al., 2019; Xie et al., 2022). Here, PPARGC1A is linked to nonpapillary renal cell carcinoma.