"University of Florida study suggests glucosamine use is associated with a 25% higher risk of dementia progression in patients with mild cognitive impairment. Research indicates glucosamine may increase sugar-tagging of proteins in the brain, potentially worsening metabolic dysfunction in Alzheimer's patients. Findings are based on AI analysis of health records and mouse models; clinical trials are needed to confirm causality."