The purpose of this study is to evaluate the efficacy of vortioxetine (5, 10, and 20 mg) versus placebo during the first 28 weeks of the 32-week double-blind treatment period in the prevention of relapse in participants with major depressive disorder (MDD) who responded to acute treatment with vortioxetine 10 mg.