Notably, GDF-15, also known as macrophage inhibitory cytokine-1, is overexpressed in melanoma cells in vitro compared to normal human melanocytes, and higher levels of this factor in vivo are associated with metastatic disease [71]. The gene discussed is GDF15; the disease is melanoma.