G6PC2 and obesity due to melanocortin 4 receptor deficiency: Interestingly, the mediation effects of glucose metabolism traits accounted for only a small portion of the overall the G6PC2– and IGF1–cancer associations in both non-obese and obese women, suggesting that different pathways exist through which obesity interacts with the G6PC2 and IGF1 genetic variants and breast cancer risk.