Similarly, another study found that patients with MDD exhibited significantly higher levels of serum pro-inflammatory IL-12 and IL-6, which were associated with increased numbers of circulating non-classical CD11b+CD16+CD14+ monocytes and an increased activation state of classical CD40+CD86+ monocytes [58]. This evidence concerns the gene CD40 and major depressive disorder.