Thus BUB1B, BUB1, TTK, CDC45, CDC6, CHECK1, CCNB1, CCNB2, and RRM2 may serve as the new prognostic biomarker and may also identify as a potential target for NSCLC cancer therapy. Here, BUB1 is linked to non-small cell lung carcinoma.