By analyzing single cell transcriptomes, we demonstrate that CD4+ T-cells in severe COVID-19 have an impaired FOXP3-mediated negative feedback, generating CD25+ hyperactivated T-cells, which show multifaceted effector T-cell differentiation and uniquely produce the protease Furin. This evidence concerns the gene FURIN and COVID-19.