In conclusion, this research marks a significant stride toward unraveling the complexities of ADHD neurobiology, emphasizing the importance of PV+ interneurons, D2 receptors, and TH in shaping the neurotransmission dynamics. This evidence concerns the gene TH and attention deficit-hyperactivity disorder.