Our findings revealed several significant risk factors for distant metastasis development, including lobular invasive histotype, triple‐negative molecular subtype, lobular B HER2+ subtype, high tumor grade, larger tumor size, lymph node involvement at diagnosis, and loco‐regional recurrence. Here, ERBB2 is linked to neoplasm.