In addition to the hypoxemia of COVID-19 patients, more and more studies have confirmed that COVID-19 patients tend to show declined lymphocyte, absolute number of T lymphocytes, CD4+T and CD8+ T cells decreased in nearly all the patients, and were markedly lower in severe cases. The gene discussed is CD8A; the disease is COVID-19.