Specifically, CD4+T lymphocytes, CD8+T lymphocytes, and NKT lymphocytes were all reduced in all critically ill patients, indicating that COVID-19 leads to impairment of lymphocytes in the immune system. The gene discussed is CD8A; the disease is COVID-19.