In conclusion, NCAPG, BUB1B, TOP2A, CCNA2, NUSAP1, UBE2C, AURKB, RRM2, CDK1, and KIF11 are potential markers for diagnosing and treating SCLC. The gene discussed is BUB1B; the disease is small cell lung carcinoma.