A total of 366 dogs with obesity and 349 dogs with a normal weight from 20 different studies in which circulating serum or plasma adiponectin concentrations were reported, were compared in the meta-analysis. This evidence concerns the gene ADIPOQ and obesity due to melanocortin 4 receptor deficiency.