PDCD1 and COVID-19: In addition, T cells exhaustion was observed in severe COVID-19 patients but not in the RP or MM COVID-19 patient, as supported by the distinct expression pattern of T cells exhaustion-related genes such as programmed cell death 1 (PD-1, PDCD1) and Tim-3 (HAVCR2) (Figure 5C).