We built a comprehensive PPI network containing 77 antipsychotics targets, 63 antidepressants targets and 2013 AD+P related genes, with a total of 1703 nodes in the PPI network. A total of 638 antidepressant-antipsychotic drug pairs are listed from 29 antidepressants and 22 antipsychotics that are commonly used in clinical settings. A good separation for targets between antipsychotics and antidepressants is observed and similar proximity scores are found for antipsychotics and antidepressants. Three antidepressants, Phenelzine, Venlafaxine and Duloxetine, showed high average indicator scores suggesting they have a high potential in the combination therapies we proposed.