Increased GDF-15 levels have been observed in association with diabetes [12], smoking [33], surgical stress [34], intense physical activity [35], cancer [36], non-alcoholic fatty liver disease (NAFLD) [37], as well as renal diseases [38]. The gene discussed is GDF15; the disease is cancer.