Based on these findings, our study suggests that IL-1β may be more closely associated with anxiety/somatization and sleep disruption in MDD, whereas TNF-α may be more closely associated with retardation and cognitive disruption, further illuminating the psycho-neuro-inflammatory mechanisms underlying depression. The gene discussed is TNF; the disease is major depressive disorder.