Through coloc analysis, ITIH3 was conclusively associated with the onset of depression, CCS exhibited associations with depression at both the gene and protein levels, and CTSS and DNPH1 were implicated in the onset of schizophrenia at both the gene and protein levels. The gene discussed is DNPH1; the disease is depressive disorder.