A similar trajectory analysis in the pulmonary CD4+ compartment revealed a strong polarization of helper cells to Th1/Th17 in COVID-19, also denoted by a dysfunctional phenotype (according to gene expression) in severe disease. This evidence concerns the gene CD4 and COVID-19.