We identified NMUR1 and NCAM1 as novel key genes associated with the development, progression, and prognosis of luminal A breast cancer, and STIL as a novel key gene associated with the prognosis of basal-like breast cancer. The gene discussed is NCAM1; the disease is breast carcinoma.