Taking fish oil capsules may help improve outcomes for kidney patients undergoing hemodialysis by reducing cardiovascular complications, says a scientist at Lawson Health Research Institute. Hemodialysis can be delivered through arteriovenous (AV) grafts, artificial vessels created to join an artery to a vein. Unfortunately, AV grafts are prone to congestion and clotting, causing disruptions to treatment and a need for surgical correction.