Use of BMI as a measure of obesity is limited as it does not account for lean/fat mass and other methods such as dual X-ray absorptiometry would have been preferable since percentage body fat is more closely related to both vitamin D levels and insulin resistance. This evidence concerns the gene INS and Obesity.