Collectively, our study identified the vital biomarker driving the immunological heterogeneity of HR+/HER2– breast cancer and elucidated the underlying molecular mechanisms, which provided the promise of tyramine as what we believe to be a novel therapeutic strategy to enhance the efficacy of immunotherapy. The gene discussed is ERBB2; the disease is breast carcinoma.