Compared with those in the normal control group, patients with ccRCC exhibited higher expression of PGK1, GPI, ALDOA, TPI1, GAPDH, ENO1, ALDOC, PDK1, LDHA, HK2, SHMT2, ENO2, HK3, SDS, PGLS, G6PD, and PRIA (Figure 3(c)). The gene discussed is G6PD; the disease is nonpapillary renal cell carcinoma.