BDNF and major depressive disorder: In rats, it was also demonstrated that omega-3 fatty acids could restore the balance of oxidative stress, the inflammatory response, the production of BDNF, and the metabolism of serotonin to prevent the nicotine withdrawal-induced escalation of anxiety and depression [74].