Notably, CD3, CD4, CD8, and Lp (a) had limited predictive value for anhedonia; however, the combination of CD3, CD4, CD8, and Lp (a) showed the strongest predictive value for distinguishing anhedonia in male patients with unipolar and bipolar depression. The gene discussed is CD4; the disease is bipolar disorder.