In agreement with this, a study on transgenic CYP1B1 deficient mice that were fed with a high-fat diet (HFD) showed improved glucose intolerance with potentially lowered obesity compared with wild-type animals [119]. This evidence concerns the gene CYP1B1 and obesity due to melanocortin 4 receptor deficiency.