About the Authors
- Vadim Demichev
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Contributed equally to this work with: Vadim Demichev, Pinkus Tober-Lau
Roles Data curation, Formal analysis, Investigation, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliations Charité–Universitätsmedizin Berlin, Department of Biochemistry, Berlin, Germany, The Francis Crick Institute, Molecular Biology of Metabolism Laboratory, London, United Kingdom, The University of Cambridge, Department of Biochemistry and Cambridge Centre for Proteomics, Cambridge, United Kingdom
- Pinkus Tober-Lau
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Contributed equally to this work with: Vadim Demichev, Pinkus Tober-Lau
Roles Data curation, Formal analysis, Investigation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany
- Tatiana Nazarenko
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Roles Formal analysis
Affiliations University College London, Department of Mathematics, London, United Kingdom, University College London, Department of Women’s Cancer, EGA Institute for Women’s Health, London, United Kingdom
- Oliver Lemke
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Roles Formal analysis, Investigation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Biochemistry, Berlin, Germany
- Simran Kaur Aulakh
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Roles Formal analysis, Visualization, Writing – review & editing
Affiliation The Francis Crick Institute, Molecular Biology of Metabolism Laboratory, London, United Kingdom
- Harry J. Whitwell
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Roles Formal analysis, Investigation, Resources, Writing – review & editing
Affiliations National Phenome Centre and Imperial Clinical Phenotyping Centre, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom, Lobachevsky University, Laboratory of Systems Medicine of Healthy Ageing, Nizhny Novgorod, Russia, Imperial College London, Section of Bioanalytical Chemistry, Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, London, United Kingdom
- Annika Röhl
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Roles Formal analysis, Investigation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Biochemistry, Berlin, Germany
- Anja Freiwald
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Roles Investigation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Biochemistry, Berlin, Germany
- Mirja Mittermaier
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Roles Formal analysis, Investigation, Writing – review & editing
Affiliations Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany, Berlin Institute of Health, Berlin, Germany
- Lukasz Szyrwiel
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Roles Data curation, Formal analysis, Writing – review & editing
Affiliation The Francis Crick Institute, Molecular Biology of Metabolism Laboratory, London, United Kingdom
- Daniela Ludwig
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Roles Investigation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Biochemistry, Berlin, Germany
- Clara Correia-Melo
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Roles Investigation, Writing – review & editing
Affiliation The Francis Crick Institute, Molecular Biology of Metabolism Laboratory, London, United Kingdom
- Lena J. Lippert
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Roles Data curation, Investigation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany
- Elisa T. Helbig
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Roles Data curation, Investigation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany
- Paula Stubbemann
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Roles Data curation, Investigation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany
- Nadine Olk
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Roles Data curation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany
- Charlotte Thibeault
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Roles Data curation, Formal analysis, Investigation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany
- Nana-Maria Grüning
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Roles Formal analysis
Affiliation Charité–Universitätsmedizin Berlin, Department of Biochemistry, Berlin, Germany
- Oleg Blyuss
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Roles Formal analysis, Resources, Writing – review & editing
Affiliations Lobachevsky University, Department of Applied Mathematics, Nizhny Novgorod, Russia, University of Hertfordshire, School of Physics, Astronomy and Mathematics, Hatfield, United Kingdom, Sechenov First Moscow State Medical University, Department of Paediatrics and Paediatric Infectious Diseases, Moscow, Russia
- Spyros Vernardis
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Roles Formal analysis, Writing – review & editing
Affiliation The Francis Crick Institute, Molecular Biology of Metabolism Laboratory, London, United Kingdom
- Matthew White
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Roles Data curation, Formal analysis, Writing – review & editing
Affiliation The Francis Crick Institute, Molecular Biology of Metabolism Laboratory, London, United Kingdom
- Christoph B. Messner
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Roles Data curation, Formal analysis, Investigation, Writing – review & editing
Affiliations Charité–Universitätsmedizin Berlin, Department of Biochemistry, Berlin, Germany, The Francis Crick Institute, Molecular Biology of Metabolism Laboratory, London, United Kingdom
- Michael Joannidis
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Roles Data curation, Writing – review & editing
Affiliation Medical University Innsbruck, Division of Intensive Care and Emergency Medicine, Department of Internal Medicine, Innsbruck, Austria
- Thomas Sonnweber
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Roles Data curation, Writing – review & editing
Affiliation Medical University of Innsbruck, Department of Internal Medicine II, Innsbruck, Austria
- Sebastian J. Klein
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Roles Data curation, Writing – review & editing
Affiliation Medical University Innsbruck, Division of Intensive Care and Emergency Medicine, Department of Internal Medicine, Innsbruck, Austria
- Alex Pizzini
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Roles Data curation, Writing – review & editing
Affiliation Medical University of Innsbruck, Department of Internal Medicine II, Innsbruck, Austria
- Yvonne Wohlfarter
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Roles Data curation, Writing – review & editing
Affiliation Medical University of Innsbruck, Institute of Human Genetics, Innsbruck, Austria
- Sabina Sahanic
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Roles Data curation, Writing – review & editing
Affiliation Medical University of Innsbruck, Department of Internal Medicine II, Innsbruck, Austria
- Richard Hilbe
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Roles Data curation, Writing – review & editing
Affiliation Medical University of Innsbruck, Department of Internal Medicine II, Innsbruck, Austria
- Benedikt Schaefer
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Roles Data curation
Affiliation Medical University of Innsbruck, Christian Doppler Laboratory for Iron and Phosphate Biology, Department of Internal Medicine I, Innsbruck, Austria
- Sonja Wagner
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Roles Data curation, Writing – review & editing
Affiliation Medical University of Innsbruck, Christian Doppler Laboratory for Iron and Phosphate Biology, Department of Internal Medicine I, Innsbruck, Austria
- Felix Machleidt
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Roles Data curation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany
- Carmen Garcia
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Roles Data curation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany
- Christoph Ruwwe-Glösenkamp
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Roles Data curation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany
- Tilman Lingscheid
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Roles Data curation, Investigation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany
- Laure Bosquillon de Jarcy
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Roles Data curation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany
- Miriam S. Stegemann
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Roles Data curation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany
- Moritz Pfeiffer
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Roles Data curation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany
- Linda Jürgens
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Roles Data curation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany
- Sophy Denker
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Roles Data curation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Medical Department of Hematology, Oncology & Tumor Immunology, Virchow Campus & Molekulares Krebsforschungszentrum, Berlin, Germany
- Daniel Zickler
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Roles Data curation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Nephrology and Internal Intensive Care Medicine, Berlin, Germany
- Claudia Spies
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Roles Data curation, Investigation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Anesthesiology and Intensive Care, Berlin, Germany
- Andreas Edel
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Roles Investigation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Anesthesiology and Intensive Care, Berlin, Germany
- Nils B. Müller
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Roles Investigation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Nephrology and Internal Intensive Care Medicine, Berlin, Germany
- Philipp Enghard
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Roles Data curation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Nephrology and Internal Intensive Care Medicine, Berlin, Germany
- Aleksej Zelezniak
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Roles Formal analysis, Writing – review & editing
Affiliations The Francis Crick Institute, Molecular Biology of Metabolism Laboratory, London, United Kingdom, Chalmers University of Technology, Department of Biology and Biological Engineering, Gothenburg, Sweden
- Rosa Bellmann-Weiler
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Roles Data curation, Writing – review & editing
Affiliation Medical University of Innsbruck, Department of Internal Medicine II, Innsbruck, Austria
- Günter Weiss
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Roles Data curation, Writing – review & editing
Affiliation Medical University of Innsbruck, Department of Internal Medicine II, Innsbruck, Austria
- Archie Campbell
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Roles Formal analysis, Resources, Writing – review & editing
Affiliations University of Edinburgh, Centre for Genomic and Experimental Medicine, Institute of Genetics and Cancer, United Kingdom, University of Edinburgh, Usher Institute, Edinburgh, United Kingdom
- Caroline Hayward
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Roles Formal analysis, Resources, Writing – review & editing
Affiliation University of Edinburgh, MRC Human Genetics Unit, Institute of Genetics and Cancer, Edinburgh, United Kingdom
- David J. Porteous
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Roles Formal analysis, Writing – review & editing
Affiliations University of Edinburgh, Centre for Genomic and Experimental Medicine, Institute of Genetics and Cancer, United Kingdom, University of Edinburgh, Usher Institute, Edinburgh, United Kingdom
- Riccardo E. Marioni
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Roles Formal analysis, Resources, Writing – review & editing
Affiliation University of Edinburgh, Centre for Genomic and Experimental Medicine, Institute of Genetics and Cancer, United Kingdom
- Alexander Uhrig
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Roles Data curation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany
- Heinz Zoller
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Roles Data curation, Writing – review & editing
Affiliation Medical University of Innsbruck, Christian Doppler Laboratory for Iron and Phosphate Biology, Department of Internal Medicine I, Innsbruck, Austria
- Judith Löffler-Ragg
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Roles Data curation
Affiliation Medical University of Innsbruck, Department of Internal Medicine II, Innsbruck, Austria
- Markus A. Keller
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Roles Data curation, Resources
Affiliation Medical University of Innsbruck, Institute of Human Genetics, Innsbruck, Austria
- Ivan Tancevski
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Roles Data curation, Writing – review & editing
Affiliation Medical University of Innsbruck, Department of Internal Medicine II, Innsbruck, Austria
- John F. Timms
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† Deceased.
Roles Formal analysis, Resources, Writing – review & editing
Affiliation University College London, Department of Women’s Cancer, EGA Institute for Women’s Health, London, United Kingdom
- Alexey Zaikin
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Roles Formal analysis, Resources, Writing – review & editing
Affiliations University College London, Department of Mathematics, London, United Kingdom, University College London, Department of Women’s Cancer, EGA Institute for Women’s Health, London, United Kingdom, Lobachevsky University, Laboratory of Systems Medicine of Healthy Ageing, Nizhny Novgorod, Russia, Centre for Analysis of Complex Systems, Sechenov First Moscow State Medical University, Moscow, Russia
- Stefan Hippenstiel
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Roles Formal analysis, Resources, Writing – review & editing
Affiliations Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany, German Centre for Lung Research, Germany
- Michael Ramharter
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Roles Formal analysis, Investigation, Writing – review & editing
Affiliation Bernhard Nocht Institute for Tropical Medicine, Department of Tropical Medicine, and University Medical Center Hamburg-Eppendorf, Department of Medicine, Hamburg, Germany
- Holger Müller-Redetzky
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Roles Data curation, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany
- Martin Witzenrath
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Roles Data curation, Resources, Writing – review & editing
Affiliations Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany, German Centre for Lung Research, Germany
- Norbert Suttorp
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Roles Data curation, Resources, Writing – review & editing
Affiliations Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany, German Centre for Lung Research, Germany
- Kathryn Lilley
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Roles Formal analysis, Investigation, Writing – review & editing
Affiliation The University of Cambridge, Department of Biochemistry and Cambridge Centre for Proteomics, Cambridge, United Kingdom
- Michael Mülleder
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Roles Data curation, Formal analysis, Investigation, Visualization, Writing – review & editing
Affiliation Charité–Universitätsmedizin Berlin, Core Facility—High-Throughput Mass Spectrometry, Berlin, Germany
- Leif Erik Sander
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Roles Conceptualization, Investigation, Methodology, Supervision, Visualization, Writing – original draft, Writing – review & editing
Affiliations Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany, German Centre for Lung Research, Germany
- PA-COVID-19 Study group
- Florian Kurth
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Roles Conceptualization, Investigation, Methodology, Supervision, Writing – original draft, Writing – review & editing
* E-mail: florian.kurth@charite.de
¶‡ FK and MR also contributed equally to this work.
Affiliations Charité–Universitätsmedizin Berlin, Department of Infectious Diseases and Respiratory Medicine, Berlin, Germany, Bernhard Nocht Institute for Tropical Medicine, Department of Tropical Medicine, and University Medical Center Hamburg-Eppendorf, Department of Medicine, Hamburg, Germany
- Markus Ralser
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Roles Conceptualization, Investigation, Methodology, Supervision, Writing – original draft, Writing – review & editing
¶‡ FK and MR also contributed equally to this work.
Affiliations Charité–Universitätsmedizin Berlin, Department of Biochemistry, Berlin, Germany, The Francis Crick Institute, Molecular Biology of Metabolism Laboratory, London, United Kingdom
Competing Interests
The authors declare no competing interests. Author John F. Timms was unable to confirm their authorship contributions. On their behalf, the corresponding author has reported their contributions to the best of their knowledge.