Clinical studies have not demonstrated conclusive results about the potential role of leptin in cachexia and lean body mass loss, and low leptin levels were associated with mortality in dialysis patients but not in all studies [86,87,88,89,90,91]. The gene discussed is LEP; the disease is Cachexia.