This review article attempts to elucidate the prognostic value of MACC1 expression in breast cancer, its role in immune and anti-radiation therapy, and the network regulatory mechanisms involved, and discusses the application of MACC1 in the treatment and prevention of breast cancer. This evidence concerns the gene MACC1 and breast cancer.