On the other hand, symptom profiles from data-driven subtypes of depression do not fully align with the clinically characterized subtypes and inflammation (specifically TNFα levels) was similarly predictive of both atypical and non-atypical subtypes86. This evidence concerns the gene TNF and major depressive disorder.