Stromal AOC3 expression was high in luminal B and HER-2-type breast cancer, and MAO-A expression was high in luminal A and luminal B. Expression of amine oxidase proteins, especially AOC3, is associated with prognosis in breast cancer subgroups. The gene discussed is AOC3; the disease is breast cancer.