Atrial fibrillation (AF) is a heart rhythm disorder that usually involves a rapid heart rate. People who take fish oil supplements may reduce the risk of a recurrence of AF. This study will evaluate the effectiveness of fish oil at decreasing the recurrence of AF and will examine the reasons why fish oil may reduce this risk.