In conclusion, for NSCLC, all the hub genes—BIRC5, CCNB1, KIF11, KIF20A, and KIF4A, TFs—HMGA2 and E2F7 are associated with poor OS and advanced stages of clinical disease. Here, BIRC5 is linked to non-small cell lung carcinoma.