Obesity, insulin resistance, diabetes, and fatty liver disease are positively associated with GDF-15 serum levels, reflecting metabolic and vascular stress, and endothelial dysfunction [18,19,21,24]. The gene discussed is GDF15; the disease is diabetes mellitus.