This study examines the difference in the effectiveness of two natural compounds, eicosapentanoic (EPA) and docosahexanoic (DHA)omega-3 fatty acids, in treating major depressive disorder. Both types of omega-3 fatty acids are commonly found in fish oils. It is believed that a deficiency in these omega-3 fatty acids may lead to the development of major depression.