PDCD1 and COVID-19: In addition, the higher expression of PD-1 and TIM-3 by CD8+ T cells was closely associated with the severity of the disease, since the number of these cells in circulation in patients with severe COVID-19 exceeded the values obtained for patients with the mild disease [103].