In the current investigation, growth differentiation factor-15 (GDF-15), also known as macrophage inhibitory cytokine 1 (MIC1), was identified as an important marker of pre-cachexia which continues to increase through the cachexia continuum, and which predicts survival among male and female H/L and NHW participants. Here, GDF15 is linked to Cachexia.