This network meta-analysis seeks to pool and rank the comparisons of adiponectin levels in all these populations by their magnitude of effect sizes to create a global picture of adiponectin across disorders and give researchers a better understanding of the role and place of adiponectin across eating disorders, obesity, and constitutional thinness. This evidence concerns the gene ADIPOQ and obesity due to melanocortin 4 receptor deficiency.