COL6A3 expression has been shown to be reduced in obesity, whereas weight loss achieved by caloric restriction and surgery increased COL6A3 expression in subcutaneous AT [44]. This evidence concerns the gene COL6A3 and obesity due to melanocortin 4 receptor deficiency.