RT Journal Article SR Electronic T1 Deep immune profiling of COVID-19 patients reveals patient heterogeneity and distinct immunotypes with implications for therapeutic interventions JF bioRxiv FD Cold Spring Harbor Laboratory SP 2020.05.20.106401 DO 10.1101/2020.05.20.106401 A1 Divij Mathew A1 Josephine R. Giles A1 Amy E. Baxter A1 Allison R. Greenplate A1 Jennifer E. Wu A1 Cécile Alanio A1 Derek A. Oldridge A1 Leticia Kuri-Cervantes A1 M. Betina Pampena A1 Kurt D’Andrea A1 Sasikanth Manne A1 Zeyu Chen A1 Yinghui Jane Huang A1 John P. Reilly A1 Ariel R Weisman A1 Caroline A.G. Ittner A1 Oliva Kuthuru A1 Jeanette Dougherty A1 Kito Nzingha A1 Nicholas Han A1 Justin Kim A1 Ajinkya Pattekar A1 Eileen C. Goodwin A1 Elizabeth M. Anderson A1 Madison E. Weirick A1 Sigrid Gouma A1 Claudia P. Arevalo A1 Marcus J. Bolton A1 Fang Chen A1 Simon F. Lacey A1 Scott E. Hensley A1 Sokratis Apostolidis A1 Alexander C. Huang A1 Laura A. Vella A1 The UPenn COVID Processing Unit A1 Michael R. Betts A1 Nuala J. Meyer A1 E. John Wherry YR 2020 UL http://biorxiv.org/content/early/2020/05/23/2020.05.20.106401.abstract AB COVID-19 has become a global pandemic. Immune dysregulation has been implicated, but immune responses remain poorly understood. We analyzed 71 COVID-19 patients compared to recovered and healthy subjects using high dimensional cytometry. Integrated analysis of ∼200 immune and >30 clinical features revealed activation of T cell and B cell subsets, but only in some patients. A subgroup of patients had T cell activation characteristic of acute viral infection and plasmablast responses could reach >30% of circulating B cells. However, another subgroup had lymphocyte activation comparable to uninfected subjects. Stable versus dynamic immunological signatures were identified and linked to trajectories of disease severity change. These analyses identified three “immunotypes” associated with poor clinical trajectories versus improving health. These immunotypes may have implications for therapeutics and vaccines.Competing Interest StatementThe authors have declared no competing interest.