Some studies have failed to find a correlation between obesity and adiponectin concentrations in dogs despite significant evidence of obesity’s effects on insulin resistance [88, 98, 99]. This evidence concerns the gene ADIPOQ and obesity due to melanocortin 4 receptor deficiency.