Phase one is a four-week open trial and is designed to test specific response predictors. A subset of subjects who complete phase one will enter phase two, a six-week, double-blind, placebo-controlled trial designed to show whether eicosapentaenoic acid (EPA) is an effective augmentation agent in patients who have had an inadequate antidepressant response.