or 2 captured mainly signals of change or differences in individual immune features in COVID-19 disease compared to HD and RD. UMAP Component 1 captured an immunotype (Immunotype 1) that was characterized by effector or highly activated CD4 T cells, low cTfh, some CD8 TEMRA-like activation, possibly hyperactivated CD8 T