All 10 hub genes may be key biomarkers in NSCLC tumorigenesis The genes were CDK1, CDC20, BUB1, BUB1B, TOP2A, CCNA2, KIF20A, CCNB1, KIF2C, and NUSAP1. This evidence concerns the gene CDK1 and non-small cell lung carcinoma.