An association between CD4 T cell counts and the magnitude of T cell responses was observed in SARS-CoV-2 naïve PLWH following vaccination, highlighting the relevance of immune cell reconstitution in producing effective immunity to vaccination, especially in people who lack memory responses elicited by natural infection. The gene discussed is CD4; the disease is infection.