We examine the efficacy of Venlafaxine-HCL augmentation with the neuroleptic Quetiapine in treatment resistant depression in a double-blind randomized clinical trial. Secondary objective is the evaluation of pharmacogenetic factors contributing to drug efficacy in treatment resistant depression.