In all, patients diagnosed with distant metastasis were more likely to be black, lower in grade, less in duct carcinoma (DC), larger in size, have more lymph node metastasis, be found in paired or bilateral laterality and be HER2 positive (each p < 0.05). This evidence concerns the gene ERBB2 and metastatic malignant neoplasm in the lymph nodes.