In this study, by integrating CRISPR-CAS9 functional genomics (DEPMAP database) and TCGA multi-omics data, seven key genes (CDK7, CLTC, COPB2, CRNKL1, GSPT1, NSF and PSMD12) that are closely related to the proliferation and prognosis of breast cancer were systematically identified. The gene discussed is NSF; the disease is breast cancer.