Results: Multivariable logistic regression analyses showed female sex, diabetes, presence of an arteriovenous fistula/graft, and lower serum albumin, IL-6, and adiponectin were associated with high leptin, whereas female sex, longer vintage, Black race, higher IL-6, and lower leptin were associated with high adiponectin. This evidence concerns the gene ADIPOQ and diabetes mellitus.