Moreover, the significant interaction found between MCHR2/MCHR2-AS1 and BMI in population-based subjects with present and/or previous history of atypical depression but not non-atypical depression provides new clues to the pathophysiology of atypical depression. The gene discussed is MCHR2; the disease is major depressive disorder.