Consistent with the results of the database analysis, ALDH6A1, ALDH1L1, GLRX5, ALDH1A3, and GSTM3 were downregulated in ccRCC cell compared with normal cell (Figure 8(a)). The gene discussed is GLRX5; the disease is nonpapillary renal cell carcinoma.