Specifically, total CD3+ T-lymphocyte, CD3 + CD4+ subset absolute counts and the TLSI were independent predictors of in-hospital mortality, together with older age, male gender, increased LDH and creatinine plasmatic levels, in COVID-19 hospitalized patients. The gene discussed is CD4; the disease is COVID-19.