Overall, our results suggest that the association between depression, ICV, and the volumes of subcortical brain structures could be explained by the dysfunction of the insulin signaling pathway, leading to a reduction of dopamine and monoamines levels (Kleinridders et al., 2015). Here, INS is linked to major depressive disorder.