The prospective study of 501 hemodialysis patients (malnutrition, diet, and racial disparities in chronic kidney disease (MADRAD) cohort) also showed an unfavorable prognosis in the group with highest serum adiponectin concentration. The gene discussed is ADIPOQ; the disease is chronic kidney disease.