In our MR results, Fibroblast Growth Factor 23 (FGF-23) was protective against ADHD, whereas Glial cell line-derived neurotrophic factor levels (GDNF) promoted ADHD development. Here, GDNF is linked to attention deficit-hyperactivity disorder.