Thirdly, our results indicated that four monocyte types expressing CD40 were negatively correlated with ADHD, and the inflammatory cytokine CD40L receptor levels were also negatively correlated with ADHD. Here, CD40 is linked to attention deficit-hyperactivity disorder.