Pre-existing traits associated with Covid-19 illness severity

• Joseph E. Ebinger ,

  Contributed equally to this work with: Joseph E. Ebinger, Natalie Achamallah, Hongwei Ji, Peter Chen, Susan Cheng

  Roles Data curation, Formal analysis, Investigation, Validation, Writing – original draft, Writing – review & editing

  Affiliations Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

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• Natalie Achamallah ,

  Contributed equally to this work with: Joseph E. Ebinger, Natalie Achamallah, Hongwei Ji, Peter Chen, Susan Cheng

  Roles Data curation, Writing – review & editing

  Affiliations Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Division of Pulmonary and Critical Care Medicine, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

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• Hongwei Ji ,

  Contributed equally to this work with: Joseph E. Ebinger, Natalie Achamallah, Hongwei Ji, Peter Chen, Susan Cheng

  Roles Data curation, Formal analysis, Investigation, Validation, Writing – original draft, Writing – review & editing

  Affiliations Shanghai Tenth People’s Hospital, Tongji University, Shanghai, China, Cardiovascular Division, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America

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• Brian L. Claggett,

  Roles Formal analysis, Investigation, Writing – review & editing

  Affiliation Cardiovascular Division, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America

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• Nancy Sun,

  Roles Investigation, Writing – review & editing

  Affiliations Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

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• Patrick Botting,

  Roles Investigation, Writing – review & editing

  Affiliations Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

  ⨯
• Trevor-Trung Nguyen,

  Roles Investigation, Writing – review & editing

  Affiliations Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

  ⨯
• Eric Luong,

  Roles Investigation, Writing – review & editing

  Affiliations Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

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• Elizabeth H. Kim,

  Roles Investigation, Writing – review & editing

  Affiliations Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

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• Eunice Park,

  Roles Investigation, Writing – review & editing

  Affiliation Enterprise Information Systems Data Intelligence Team, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

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• Yunxian Liu,

  Roles Investigation, Writing – review & editing

  Affiliations Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

  ⨯
• Ryan Rosenberry,

  Roles Investigation, Writing – review & editing

  Affiliations Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

  ⨯
• Yuri Matusov,

  Roles Investigation, Writing – review & editing

  Affiliations Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Division of Pulmonary and Critical Care Medicine, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

  ⨯
• Steven Zhao,

  Roles Investigation, Writing – review & editing

  Affiliations Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Division of Pulmonary and Critical Care Medicine, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

  ⨯
• Isabel Pedraza,

  Roles Investigation, Writing – review & editing

  Affiliations Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Division of Pulmonary and Critical Care Medicine, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

  ⨯
• Tanzira Zaman,

  Roles Investigation, Writing – review & editing

  Affiliations Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Division of Pulmonary and Critical Care Medicine, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

  ⨯
• Michael Thompson,

  Roles Investigation, Writing – review & editing

  Affiliation Enterprise Information Systems Data Intelligence Team, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

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• Koen Raedschelders,

  Roles Investigation, Writing – review & editing

  Affiliations Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Advanced Clinical Biosystems Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

  http://orcid.org/0000-0003-0835-4762

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• Anders H. Berg,

  Roles Investigation, Writing – review & editing

  Affiliation Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

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• Jonathan D. Grein,

  Roles Conceptualization, Investigation, Writing – review & editing

  Affiliations Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Department of Epidemiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

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• Paul W. Noble,

  Roles Investigation

  Affiliations Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Women’s Guild Lung Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

  ⨯
• Sumeet S. Chugh,

  Roles Investigation, Writing – review & editing

  Affiliations Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

  ⨯
• C. Noel Bairey Merz,

  Roles Investigation, Writing – review & editing

  Affiliations Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Barbra Streisand Women’s Heart Center, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

  ⨯
• Eduardo Marbán,

  Roles Investigation, Writing – review & editing

  Affiliation Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

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• Jennifer E. Van Eyk,

  Roles Investigation, Writing – review & editing

  Affiliations Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Advanced Clinical Biosystems Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Barbra Streisand Women’s Heart Center, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

  ⨯
• Scott D. Solomon,

  Roles Investigation, Writing – review & editing

  Affiliation Cardiovascular Division, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America

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• Christine M. Albert,

  Roles Investigation, Writing – review & editing

  Affiliations Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

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• Peter Chen ,

  Contributed equally to this work with: Joseph E. Ebinger, Natalie Achamallah, Hongwei Ji, Peter Chen, Susan Cheng

  Roles Supervision, Writing – review & editing

  * E-mail: peter.chen@cshs.org (PC); susan.cheng@cshs.org (SC)

  Affiliations Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Division of Pulmonary and Critical Care Medicine, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Women’s Guild Lung Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

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•  [ ... ],
• Susan Cheng

  Contributed equally to this work with: Joseph E. Ebinger, Natalie Achamallah, Hongwei Ji, Peter Chen, Susan Cheng

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

  * E-mail: peter.chen@cshs.org (PC); susan.cheng@cshs.org (SC)

  Affiliations Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America, Barbra Streisand Women’s Heart Center, Cedars-Sinai Medical Center, Los Angeles, California, United States of America

  http://orcid.org/0000-0002-4977-036X

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