GNG11 and neoplasm: To further select the key genes in the complex network, we analyzed all of genes integrating with the clinical categories and found that TGFβ2, GNG11, PDGFB, and ITGA5 were changed among different patients’ tumor stages, states, T categories, and grades (Fig. 7b, c).