PPARGC1A and depressive symptom measurement: 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.