We provide a comprehensive look at immune responses during acute COVID-19 in PWH, including characterization of the activation and exhaustion phenotype of CD4+ and CD8+ T cells and early SARS-CoV-2–specific T-cell responses, as well as demonstrate how these findings were affected by COVID-19 severity. The gene discussed is CD8A; the disease is COVID-19.