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. This evidence concerns the gene ADIPOQ and malnutrition.