The clinical characteristics of the participants, such as HIV clinical staging, number of CD4 cell counts, and presence of opportunistic infections, were significantly linked with depression and anxiety, as presented in Tables 2 and 3, respectively. The gene discussed is CD4; the disease is major depressive disorder.