In this study, we pooled previous studies and performed a network meta-analysis to gain a global picture of comparisons of adiponectin levels across eating disorders, obesity, constitutional thinness, and healthy controls. The gene discussed is ADIPOQ; the disease is obesity due to melanocortin 4 receptor deficiency.