Using a data-driven approach to define atypical MDD, Milaneschi et al. [44] found that it was linked to elevated leptin levels (OR = 1.90, 95% CI [1.51, 2.93] p < 0.001), a hormone involved in energy regulation and appetite control. This evidence concerns the gene LEP and major depressive disorder.