In addition, an scRNA-seq analysis of peripheral blood mononuclear cells (PBMCs) showed that the exhaustion score in the CD8+ effector cluster was significantly higher in patients with severe COVID-19 than in healthy donors and patients with moderate disease [109]. Here, CD8A is linked to COVID-19.