Notably, SIRT3 and PTK2, despite their slightly lower topological significance (degree = 8 and 6, respectively), were retained for further investigation based on their well-established roles in mitochondrial dysfunction and synaptic plasticity, both of which are key pathways in depression pathogenesis. This evidence concerns the gene SIRT3 and depressive disorder.