Ketamine, an N-methyl-D-aspartate receptor antagonist, elicits swift antidepressant effects even in subjects with treatment-resistant depression. Nonetheless, owing to the serious adverse effects associated with ketamine, including psychotomimetic effects, the development of safer rapid-acting antidepressants is imperative. The elucidation of the mechanisms underlying the antidepressant effects of ketamine will facilitate the advancement of these alternative treatments. Previous preclinical studies have indicated that the antidepressant properties of ketamine are mediated by the activity-dependent release of brain-derived neurotrophic factor (BDNF) and the subsequent activation of mechanistic target of rapamycin complex 1 (mTORC1) in the medial prefrontal cortex (mPFC). Our research has demonstrated that ketamine exerts antidepressant-like effects by inducing the release of vascular endothelial growth factor (VEGF) and insulin-like growth factor-1 (IGF-1) in the mPFC. Furthermore, our recent findings have revealed that resolvins (RvD1, RvD2, RvE1, RvE2, and RvE3), which are bioactive lipid mediators derived from docosahexaenoic and eicosapentaenoic acids, exhibit antidepressant-like effects in rodent models. Notably, the antidepressant-like effects of RvD1, RvD2, and RvE1 require mTORC1 activation. Moreover, the intranasal administration of RvE1 elicits rapid antidepressant-like effects through the release of BDNF and VEGF in the mPFC and hippocampal dentate gyrus (DG), as well as mTORC1 activation in the mPFC, albeit not in the DG. These findings strongly suggest that resolvins, particularly RvD1, RvD2, and RvE1, hold promise as prospective candidates for novel, safer, and rapid-acting antidepressants.