CD274 and breast cancer: This study identifies Treg-enriched and immunosuppressive breast cancer subtype through integrative multi-omics analysis and demonstrates, through both in-silico and in-vivo approaches, the therapeutic potential of combining Treg-targeted and PD-L1 blockade therapies.