ADMET (absorption, distribution, metabolism, excretion, and toxicity) prediction plays a critical role in the development of AChE inhibitors derived from natural products, particularly in therapeutic strategies against Alzheimer’s disease. The gene discussed is ACHE; the disease is early-onset autosomal dominant Alzheimer disease.