In conclusion, our study offers preliminary evidence to support the roles of CADM1 function in relation to prefrontal brain activities, inhibitory executive function, and ADHD phenotype, implicating a potential “gene–brain–behavior” relationship of the CADM1 gene. The gene discussed is CADM1; the disease is attention deficit-hyperactivity disorder.