GIP and Obesity: Larger cohort studies including substantial numbers with severe obesity are needed to validate the apparent bell shaped relationship between GIP and BMI observed in the current study, with further mechanistic work required to understand the physiology underpinning this potential relationship and whether it represents direct causality in either direction.