Furthermore, the link between GDF-15 and weight regulation was suggested when it was found that elevated bloodstream levels of GDF-15 were associated with weight loss in individuals with advanced prostate cancer [16]. The gene discussed is GDF15; the disease is Familial prostate cancer.