For example, a recent PGC paper found sizable positive genetic correlations between MDD and multiple measures of body mass (41). We investigated the association using bi-directional Mendelian randomization, and found evidence suggesting a potential genetic causal relation of body mass on risk for MDD but not the reverse. These results provide hypotheses for more detailed prospective studies, and the underlying mechanisms are likely to be more complex.