Among them, 18 genes were essential for cancer cell proliferation, such as NSF for breast cancer, CCND1 for renal cell cancer, DHX16 for lung cancer, CDC27 for ovarian cancer, and CTDP1 for prostate cancer. The gene discussed is CCND1; the disease is breast cancer.