A meta-analysis was performed to determine whether there are any associations between the UCP2 -866G/A, Ala55Val, and UCP3 -55C/T polymorphisms and obesity susceptibility. Here, UCP3 is linked to obesity due to melanocortin 4 receptor deficiency.