 In this study, quetiapine XR or placebo will be administered orally for 6 weeks to major depressive disorder patients with lack of response to existing antidepressants, with the aim of evaluating the efficacy of quetiapine XR and dose-response in three quetiapine XR dose groups based on changes in Montgomery-Asberg Depression Rating Scale MADRS scores. 