An in vivo animal study using SHBG transgenic mice compared with wild type mice found that overexpression of SHBG protects against high fat diet (HFD) induced obesity and insulin resistance, as evidenced by lower glucose profiles during glucose tolerance tests and insulin tolerance tests [42]. This evidence concerns the gene SHBG and obesity due to melanocortin 4 receptor deficiency.