Herein, to identify the prognostic value of MDGs associated with ccRCC, first, we identified that MDG sets were significantly enriched in ccRCC tissues compared with paired normal tissues, which is consistent with the previous research results (Gottfried et al., 2003). Here, MPG is linked to nonpapillary renal cell carcinoma.