To the best of our knowledge, this is the first study showing that the immunoglobulin-related genes IGHA1, IGHD, IGHG1, IGHG3, IGLC2, and IGLJ3 serve as suppressor genes in the recurrence of general BC and TNBC patients. The gene discussed is IGHA1; the disease is breast cancer.