Analysis of the association between 27 gene cluster modules and 4 mutant genotypes (VHL, PBRM1, SETD2, and BAP1) in ccRCC patients showed strong correlation between six gene modules (dark-orange, white, medium purple3, yellow-green, green, and saddlebrown). The gene discussed is VHL; the disease is nonpapillary renal cell carcinoma.