A thorough examination of CD4+ and CD8+ T cells and B cells specific for various SARS-CoV-2 proteins indicated that coordinated activation of a humoral and cellular branch of the adaptive immune system mostly correlates with the milder COVID-19 form. Here, CD8A is linked to COVID-19.