While atypical depression is categorized based on symptom presentation, IMD specifically refers to a depression subtype characterized by concurrent immunometabolic dysregulations, including low-grade inflammation, altered insulin signaling and metabolic disturbances28,29. Here, INS is linked to depressive disorder.