While their direct application in depression remains experimental, their convergence on PGC-1α, BDNF, and mitochondrial pathways underscores potential synergy with exercise in restoring KP homeostasis and reducing the QA/KYNA imbalance observed in MDD. This evidence concerns the gene BDNF and major depressive disorder.