Walnuts And Avocados Omega-3 Fatty Acids Not Only Reduce Inflammation But Studies Show That Those Who Consume More Epa And Dha Experience Fewer Headaches. Omega-3 Fatty Acids And Magnesium Are Both Abundant In Walnuts And Avocados. Image Source: Getty Images