Thus, in the current study, we carried out scATAC-seq and scRNA-seq using PBMCs and emphatically depicted the chromatin landscape and transcriptomic immune profiling of patients with COVID-19 in T cells, CD4+T cells, and CD8+ T cells. The gene discussed is CD8A; the disease is COVID-19.