Other diseases of the synapse where deficiencies in ADNP or microbiome were observed include for example, Alzheimer’s disease (AD), Parkinson’s disease (PD), schizophrenia, and attention deficit hyperactivity disorder (ADHD) as follows. The gene discussed is ADNP; the disease is attention deficit-hyperactivity disorder.