In summary, in the present study, based on an ART naïve HIV infection cohort, we comparatively investigated the longitudinal impact of HIV on C. albicans- and CMV-specific CD4 T-cell immunity in HIV non-controllers. The gene discussed is CD4; the disease is HIV infectious disease.