PubMed data from over 400,000 adults shows omega-3 fish oil supplements raise atrial fibrillation and stroke risk in individuals without CVD, but confer protective effects in those with existing cardiac disease. This nuanced outcome underscores the need for targeted supplementation strategies in cardiovascular health management.