Conducting a comprehensive study using multi-omics data including bulk transcriptomics and genomics, scRNA-seq, snRNA-seq and spatial transcriptomics, we systematically unearthed the immunological implication and prognostic significance of CXCL12 in breast cancer. The gene discussed is CXCL12; the disease is breast carcinoma.