There were significant inverse associations of total and HMW adiponectin levels with the HOMA score at baseline, even after adjusting for baseline weight, indicating an independent association of total and HMW adiponectin levels with the HOMA score regardless of the degree of obesity. Here, ADIPOQ is linked to obesity due to melanocortin 4 receptor deficiency.