The findings from this study suggest that the identified hub genes (PARK2, CUL1, SKP1, CYC1, and ATP5A1) and the mitochondrial oxidative phosphorylation and ubiquitination-related biological pathways could serve as novel therapeutic targets for MDD. This evidence concerns the gene CYC1 and major depressive disorder.