HER-2 was also a significant predictive factor for axillary nodal involvement (with a regression coefficient of 0.30) in another study where researchers developed a Lasso regression model to predict non-sentinel breast cancer lymph node metastasis [47]. This evidence concerns the gene ERBB2 and metastatic malignant neoplasm in the lymph nodes.