TIGAR and non-small cell lung carcinoma: Of the five hub genes, not including C12orf5, that occupied the central region of the PPI network, four genes (CEP55, E2F8, STIL, and TOP2A) were significantly up-regulated in the NSCLC group compared to the control group (Fig. 14).