Increased CD38 expression in severe COVID-19 CD8+TM was closely clustered with exhaustion-coding genes (LAG-3, TIGIT) (Fig. 7b) suggesting CD38 expression is associated with metabolic reprograming, memory impairment, and cellular exhaustion of CD8+TM in the lung of COVID(+) patients. Here, CD38 is linked to memory impairment.