COVID-19 patients with severe disease have fewer circulating functional T cells and NK cells and greater numbers of dysfunctional, exhausted CD8+ T cells54,73, suggesting that cellular immunodeficiency contributes to disease progression and clinical deterioration. Here, CD8A is linked to COVID-19.