GAD-antibody-associated autoimmune encephalitis refers to a rare neurological condition in which GAD antibodies attack parts of the brain, particularly regions involved in memory, movement, and cognition, leading to various neurological disorders such as memory loss, seizures, mood changes, cognitive impairment movement disorders, and sleep disturbances. The gene discussed is GAD1; the disease is nervous system disorder.