By integrating psychometric evaluation (DASS-21), targeted energy metabolomics, lipidomics, and qPCR analysis, this study systematically demonstrates the correlation between depression/anxiety/stress (DAS) severity and impaired sperm motility, while pioneering the identification of the mitochondrial PDK-PDC axis as the molecular hub underlying this association. The gene discussed is PDC; the disease is depressive symptom measurement.