FTO and depressive disorder: Samaan et al.33 found that the adiposity and obesity-associated (FTO) gene rs9939609 obesity-risk variant was paradoxically inversely associated with the risk of depression at the observational level, supporting the idea that the relationship between obesity and MDD can be explained, at least in part, by shared genetic factors.