Our findings indicate that Ptchd1 KO mice can be used as an animal model of human ADHD and/or ASD, and KP metabolites are potential diagnostic biomarkers for neurodevelopmental disorders. Here, PTCHD1 is linked to attention deficit-hyperactivity disorder.