In short, Geum japonicum, garlic essential oil, fish oil, conjugated linoleic acid, and anthocyanin could ameliorate depression through increasing the production of BDNF, nerve growth factor, and neurotrophin-3, and their effects and mechanisms should be further investigated by clinical trials. This evidence concerns the gene BDNF and major depressive disorder.