Taken together, our functional and clinical observations imply a causal relationship between NDRG4 status and the aggressive biological behavior of ductal invasive breast cancers, suggesting that NDRG4 is a potential mechanistic biomarker that is functionally associated with metastatic disease. The gene discussed is NDRG4; the disease is metastatic neoplasm.