Genes involved in cellular senescence and mitophagy were upregulated in severe COVID-19 CD8+TM(Fig. 7a), implying that CD8+TM metabolically switch to these pathways in response to impaired mitochondrial metabolism. This evidence concerns the gene CD8A and COVID-19.