Metformin, Tideglusib, and several natural compounds like quercetin, oxyphylla A, icariin, and isoorientin have been shown to activate AMPK and inhibit GSK3β, offering neuroprotection in AD. The gene discussed is GSK3B; the disease is Alzheimer disease.