In according with several studies [10,16,38,39] in Chinese and Japanese populations, there was weak evidence of association between rs9939609 and obesity-related metabolic traits including TC, insulin, and insulin resistance. Here, INS is linked to obesity due to melanocortin 4 receptor deficiency.