Differences in the cytokine profile between BD and MDD were also confirmed by using machine learning—higher levels of IL-10, IL-4 and thiobarbituric acid reactive substances (TBARS) proved to be good at distinguishing between bipolar disorder from unipolar depression [66]. This evidence concerns the gene IL10 and major depressive disorder.