FTO and major depressive disorder: They found a significant association between FTO variants and BMI in depression cases, but not controls in two independent samples.9 In support of this, we find that BMI polygenic profile scores are more strongly associated with and explain more of the variance in BMI in depressed individuals compared with controls.