APOB and major depressive disorder: Additionally, studies have discovered a higher prevalence of MDD in patients with hypercholesterolemia40 and higher levels of total cholesterol, apolipoprotein B, and high-density lipoprotein-cholesterol in the MDD group compared with the control group41.