By employing SNPs as key variables and combining various two-sample MR techniques, it was found that three immune cells: CD33 on Im MDSC, CD8br NKT %T cell, and CD8br NKT %lymphocyte are linked to the risk of ADHD. This evidence concerns the gene CD33 and attention deficit-hyperactivity disorder.