GIP and obesity due to melanocortin 4 receptor deficiency: Relationships between fasting GIP levels and indices of obesity have been inconsistent in the literature, with some studies reporting higher GIP levels in groups with elevated BMI or waist hip ratio [21], and others finding no significant differences [18,22].