SMAD7 also demonstrates the strongest association with Neurobehavioral Disorders (NM), Alzheimer Disease (AD), and Stroke, while CCNB1 ranks second. The gene discussed is SMAD7; the disease is early-onset autosomal dominant Alzheimer disease.