Global seroprevalence of SARS-CoV-2 antibodies: A systematic review and meta-analysis

• Niklas Bobrovitz ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: niklas.bobrovitz@mail.utoronto.ca

  ¶‡ NB and RKA contributed equally to this work and served as co-first authors. JP and MPC also contributed equally to this work and served as co-senior authors.

  Affiliations Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada, Department of Critical Care Medicine, University of Calgary, Calgary, Alberta, Canada

  https://orcid.org/0000-0001-7883-4484

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• Rahul Krishan Arora ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  ¶‡ NB and RKA contributed equally to this work and served as co-first authors. JP and MPC also contributed equally to this work and served as co-senior authors.

  Affiliations Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, Oxford, United Kingdom, Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada

  https://orcid.org/0000-0003-3526-6338

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• Christian Cao,

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

  Affiliation Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada

  https://orcid.org/0000-0002-0395-0381

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• Emily Boucher,

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

  Affiliation Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada

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• Michael Liu,

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

  Affiliation Department of Social Policy and Intervention, University of Oxford, Oxford, United Kingdom

  https://orcid.org/0000-0003-2724-8797

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• Claire Donnici,

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

  Affiliation Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada

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• Mercedes Yanes-Lane,

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

  Affiliation COVID-19 Immunity Task Force, McGill University, Montreal, Quebec, Canada

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• Mairead Whelan,

  Roles Formal analysis, Investigation, Writing – review & editing

  Affiliation Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada

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• Sara Perlman-Arrow,

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

  Affiliation School of Population and Global Health, McGill University, Montreal, Quebec, Canada

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• Judy Chen,

  Roles Formal analysis, Investigation, Writing – review & editing

  Affiliation Faculty of Medicine and Health Sciences, McGill University, Montreal, Quebec, Canada

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• Hannah Rahim,

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

  Affiliation Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada

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• Natasha Ilincic,

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

  Affiliation Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada

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• Mitchell Segal,

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

  Affiliation Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada

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• Nathan Duarte,

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

  Affiliation Faculty of Engineering, University of Waterloo, Waterloo, Ontario, Canada

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• Jordan Van Wyk,

  Roles Data curation, Investigation, Methodology, Software, Visualization, Writing – review & editing

  Affiliation Faculty of Engineering, University of Waterloo, Waterloo, Ontario, Canada

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• Tingting Yan,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Validation, Writing – review & editing

  Affiliation Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada

  ⨯
• Austin Atmaja,

  Roles Formal analysis, Investigation, Software, Visualization, Writing – review & editing

  Affiliation Faculty of Engineering, University of Waterloo, Waterloo, Ontario, Canada

  ⨯
• Simona Rocco,

  Roles Data curation, Investigation, Software, Visualization, Writing – review & editing

  Affiliation Faculty of Engineering, University of Waterloo, Waterloo, Ontario, Canada

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• Abel Joseph,

  Roles Formal analysis, Investigation, Software, Visualization, Writing – review & editing

  Affiliation Faculty of Engineering, University of Waterloo, Waterloo, Ontario, Canada

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• Lucas Penny,

  Roles Formal analysis, Investigation, Writing – review & editing

  Affiliation Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada

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• David A. Clifton,

  Roles Formal analysis, Methodology, Supervision, Writing – review & editing

  Affiliation Department of Critical Care Medicine, University of Calgary, Calgary, Alberta, Canada

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• Tyler Williamson,

  Roles Methodology, Supervision, Writing – review & editing

  Affiliation Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada

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• Cedric P. Yansouni,

  Roles Methodology, Supervision, Writing – review & editing

  Affiliations JD MacLean Centre for Tropical Diseases, McGill University, Montreal, Quebec, Canada, Divisions of Infectious Diseases and Medical Microbiology, McGill University Health Centre, Montreal, Quebec, Canada

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• Timothy Grant Evans,

  Roles Conceptualization, Funding acquisition, Methodology, Supervision, Writing – review & editing

  Affiliation School of Population and Global Health, McGill University, Montreal, Quebec, Canada

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• Jonathan Chevrier,

  Roles Methodology, Supervision, Writing – review & editing

  Affiliation Department of Epidemiology, Biostatistics and Occupational Health, Faculty of Medicine, McGill University, Montreal, Quebec, Canada

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• Jesse Papenburg ,

  Roles Conceptualization, Methodology, Supervision, Writing – original draft, Writing – review & editing

  ¶‡ NB and RKA contributed equally to this work and served as co-first authors. JP and MPC also contributed equally to this work and served as co-senior authors.

  Affiliation Division of Pediatric Infectious Diseases, Department of Pediatrics, McGill University Health Centre, Montreal, Quebec, Canada

  https://orcid.org/0000-0003-4232-871X

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•  [ ... ],
• Matthew P. Cheng

  Roles Conceptualization, Methodology, Supervision, Writing – original draft, Writing – review & editing

  ¶‡ NB and RKA contributed equally to this work and served as co-first authors. JP and MPC also contributed equally to this work and served as co-senior authors.

  Affiliation Divisions of Infectious Diseases and Medical Microbiology, McGill University Health Centre, Montreal, Quebec, Canada

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