ADIPOQ and obesity due to melanocortin 4 receptor deficiency: As adiponectin is inversely associated with BMI and other measures of adiposity [13] the adiponectin related genes are considered important candidate genes for being related with obesity phenotypes, and thus could help in unraveling the genetic underpinnings of obesity.