Cytokines such as PGC-1α, NLRP3, and BDNF can influence mitochondrial energy metabolism by regulating mitochondrial biogenesis, immune inflammation, and neuroplasticity, thereby mediating the occurrence and progression of depression. This evidence concerns the gene BDNF and major depressive disorder.