In the training cohort, univariate analysis identified 12 clinical and pathological factors associated with sentinel lymph node status, including ethnicity, lesion size, histological grade, vascular tumor thrombus, nerve invasion, menopausal status, Ki67, clinical stage, mass margin, mass density, skin changes, and HER2 expression. The gene discussed is MKI67; the disease is vascular neoplasm.