These reveal robust MDD-to-CVD pathways through both direct mediators (TNF-α, IL-6, tyrosine, and fatty acids [FAs]) and indirect pathways (acetate, HDL diameter, AGP, hs-CRP, isoleucine, and low-density lipoprotein [LDL] triglycerides). Here, TNF is linked to major depressive disorder.