Celexa appears to be safe to use on a long-term basis and may cause less withdrawal when use is stopped. After stopping an MAO inhibitor. Celexa is the newest antidepressant to be approved by theFDA. Celexa causes less drug interactions, you should always let your doctor know what other medications you are taking.