Multidimensional analysis of immune cells from COVID-19 patients identified cell subsets associated with the severity at hospital admission

• Sergio Gil-Manso,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Visualization, Writing – original draft

  Affiliation Advanced ImmunoRegulation Group, Gregorio Marañón Health Research Institute (IiSGM), General University Hospital Gregorio Marañón, Madrid, Spain

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• Diego Herrero-Quevedo,

  Roles Conceptualization, Data curation, Investigation, Methodology, Software

  Affiliation Signal Processing and Communications Department, University Carlos III de Madrid, Leganés, Madrid, Spain

  https://orcid.org/0000-0001-9980-871X

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• Diego Carbonell,

  Roles Conceptualization, Data curation, Formal analysis

  Affiliations Department of Hematology, General University Hospital Gregorio Marañón (HGUGM), Madrid, Spain, Gregorio Marañón Health Research Institute (IiSGM), Madrid, Spain

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• Marta Martínez-Bonet,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Writing – review & editing

  Affiliation Laboratory of Immune-Regulation, Gregorio Marañón Health Research Institute (IiSGM), General University Hospital Gregorio Marañón, Madrid, Spain

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• Esther Bernaldo-de-Quirós,

  Roles Conceptualization, Data curation, Formal analysis, Methodology

  Affiliation Laboratory of Immune-Regulation, Gregorio Marañón Health Research Institute (IiSGM), General University Hospital Gregorio Marañón, Madrid, Spain

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• Rebeca Kennedy-Batalla,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Writing – review & editing

  Affiliation Laboratory of Immune-Regulation, Gregorio Marañón Health Research Institute (IiSGM), General University Hospital Gregorio Marañón, Madrid, Spain

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• Jorge Gallego-Valle,

  Roles Conceptualization, Data curation, Formal analysis, Methodology

  Affiliation Advanced ImmunoRegulation Group, Gregorio Marañón Health Research Institute (IiSGM), General University Hospital Gregorio Marañón, Madrid, Spain

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• Rocío López-Esteban,

  Roles Investigation, Methodology

  Affiliation Laboratory of Immune-Regulation, Gregorio Marañón Health Research Institute (IiSGM), General University Hospital Gregorio Marañón, Madrid, Spain

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• Elena Blázquez-López,

  Roles Conceptualization, Formal analysis, Methodology

  Affiliation Gastroenterology—Digestive Service, General University Hospital Gregorio Marañón, Network of Hepatic and Digestive Diseases (CIBEREHD), Carlos III Health Institute (ISCIII), Madrid, Spain

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• Iria Miguens-Blanco,

  Roles Conceptualization, Resources, Supervision

  Affiliation Emergency Department, General University Hospital Gregorio Marañón, Madrid, Spain

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• Rafael Correa-Rocha,

  Roles Resources, Supervision, Writing – review & editing

  Affiliation Laboratory of Immune-Regulation, Gregorio Marañón Health Research Institute (IiSGM), General University Hospital Gregorio Marañón, Madrid, Spain

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• Vanessa Gomez-Verdejo,

  Roles Data curation, Formal analysis, Methodology, Software, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Signal Processing and Communications Department, University Carlos III de Madrid, Leganés, Madrid, Spain

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• Marjorie Pion

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Resources, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: marjorie.pion@iisgm.com

  Affiliation Advanced ImmunoRegulation Group, Gregorio Marañón Health Research Institute (IiSGM), General University Hospital Gregorio Marañón, Madrid, Spain

  https://orcid.org/0000-0003-1828-4745

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