TFAP2B and obesity due to melanocortin 4 receptor deficiency: rs987237 located in the chromosome 6 transcription factor AP-2 beta gene (TFAP2B) has been related to obesity defined by body mass index (BMI), and waist circumference (20), and has been shown interaction with the dietary fat-to-carbohydrate ratio, which has an impact on weight loss.