This in silico study corroborated the previous experimental studies that carotenoids can reduce the incidence of cognitive impairment such as Alzheimer’s disease, with neoxanthine having better performance as a cholinesterase inhibitor than the other carotenoids used in this study. The gene discussed is BCHE; the disease is Alzheimer disease.