These findings demonstrate that BCE exerts multi-target neuroprotective effects through antioxidant activity, cholinesterase inhibition, and amelioration of obesity-associated cognitive deficits, supporting its potential as a functional food ingredient for cognitive health in metabolic syndrome. This evidence concerns the gene BCHE and metabolic syndrome.