The three most vital immunological manifestations of COVID-19 are lymphocytosis, overexpression of immune checkpoints, such as PD-1, PD-L1, and Tim-3, and excessive release of cytokines by monocytes and neutrophils 85. This evidence concerns the gene PDCD1 and COVID-19.