Abstract
Host-mediated lung inflammation is present,1 and drives mortality,2 in critical illness caused by Covid-19. Host genetic variants associated with critical illness may identify mechanistic targets for therapeutic development.3 Here we report the results of the GenOMICC (Genetics Of Mortality In Critical Care) genome-wide association study(GWAS) in 2244 critically ill Covid-19 patients from 208 UK intensive care units (ICUs). We identify and replicate novel genome-wide significant associations, on chr12q24.13 (rs10735079, p=1.65 \(\times \) 10-8) in a gene cluster encoding antiviral restriction enzyme activators (OAS1, OAS2, OAS3), on chr19p13.2 (rs2109069, p=2.3 \(\times \) 10-12) near the gene encoding tyrosine kinase 2 (TYK2), on chr19p13.3 (rs2109069, p=3.98 \(\times \) 10-12) within the gene encoding dipeptidyl peptidase 9 (DPP9), and on chr21q22.1 (rs2236757, p=4.99 \(\times \) 10-8) in the interferon receptor gene IFNAR2. We identify potential targets for repurposing of licensed medications: using Mendelian randomisation we found evidence in support of a causal link from low expression of IFNAR2, and high expression of TYK2, to life-threatening disease; transcriptome-wide association in lung tissue revealed that high expression of the monocyte/macrophage chemotactic receptor CCR2 is associated with severe Covid-19. Our results identify robust genetic signals relating to key host antiviral defence mechanisms, and mediators of inflammatory organ damage in Covid-19. Both mechanisms may be amenable to targeted treatment with existing drugs. Large-scale randomised clinical trials will be essential before any change to clinical practice.
Author information
These authors contributed equally: Erola Pairo-Castineira, Sara Clohisey, Lucija Klaric, Andrew D. Bretherick, Konrad Rawlik.
Affiliations
Roslin Institute, University of Edinburgh, Easter Bush, Edinburgh, EH25 9RG, UK
Erola Pairo-Castineira, Sara Clohisey, Konrad Rawlik, Nick Parkinson, Max Head Fourman, Clark D. Russell, James Furniss, Bo Wang, Fiona Griffiths, Wilna Oosthuyzen, Jonathan Millar, Barbara Shih, Marie Zechner, Chris Haley, Johnny Millar, Jen Meikle, Paul Finernan, Ellie Mcmaster, Andy Law, J. Kenneth Baillie, Trevor Paterson, Tony Wackett, Ruth Armstrong, Jane Weaver, Ceilia Boz, Ailsa Golightly, Mari Ward, Hanning Mal, Helen Szoor-McElhinney, Adam Brown, Ross Hendry, Andrew Stenhouse, Louise Cullum, Dawn Law, Sarah Law, Rachel Law, Maaike Swets, Nicky Day, Filip Taneski, Esther Duncan, Nicholas Parkinson, J. K. Baillie, Ruth Lyons, Albert Tenesa, Andrew Law & J. Kenneth Baillie
MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Crewe Road, Edinburgh, EH4 2XU, UK
Erola Pairo-Castineira, Lucija Klaric, Andrew D. Bretherick, Anne Richmond, Alison Meynert, Graeme Grimes, Caroline Hayward, Chris Ponting, J. K. Baillie, Alison M. Meynert, Murray Wham, Chris P. Ponting, Albert Tenesa, Veronique Vitart, James F. Wilson & J. Kenneth Baillie
Genomics England, London, UK
Dorota Pasko, Susan Walker, Athanasios Kousathanas, Loukas Moutsianas, Mark Caulfield & Richard Scott
Centre for Inflammation Research, The Queen’s Medical Research Institute, University of Edinburgh, 47 Little France Crescent, Edinburgh, UK
Clark D. Russell & Debby Bogaert
Centre for Genomic and Experimental Medicine, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Crewe Road, Edinburgh, EH4 2XU, UK
Elvina Gountouna, David J. Porteous & Caroline Hayward
Edinburgh Clinical Research Facility, Western General Hospital, University of Edinburgh, Edinburgh, EH4 2XU, UK
Nicola Wrobel, Richard Clark, Audrey Coutts, Lorna Donnelly, Tammy Gilchrist, Katarzyna Hafezi, Louise Macgillivray, Alan Maclean, Sarah McCafferty, Kirstie Morrice, Angie Fawkes & Lee Murphy
Intensive Care National Audit & Research Centre, London, UK
David Harrison & Kathy Rowan
Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland, Australia
Yang Wu
Biostatistics Group, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
Zhijian Yang, Ranran Zhai, Chenqing Zheng & Xia Shen
The Crick Institute, London, UK
Rupert Beale
Intensive Care Unit, Royal Infirmary of Edinburgh, 54 Little France Drive, Edinburgh, EH16 5SA, UK
Sean Keating, Timothy Walsh, Tim Walsh, J. Kenneth Baillie, J. K. Baillie, Annemarie B. Docherty, Seán Keating & J. Kenneth Baillie
School of Life Sciences, Westlake University, Hangzhou, Zhejiang, 310024, China
Jian Yang
Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, 310024, China
Jian Yang
Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
Julian Knight & Paul Klenerman
Department of Medicine, University of Cambridge, Cambridge, UK
Charlotte Summers
Department of Intensive Care Medicine, Guy’s and St. Thomas NHS Foundation Trust, London, UK
Manu Shankar-Hari & Manu Shankar-Hari
School of Immunology and Microbial Sciences, King’s College London, London, UK
Manu Shankar-Hari
NIHR Health Protection Research Unit for Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences University of Liverpool, Liverpool, L69 7BE, UK
Lance Turtle, Shona C. Moore, Tom Solomon, Lance CW Turtle, Hayley Hardwick & Malcolm G. Semple
MRC-University of Glasgow Centre for Virus Research, Institute of Infection, Immunity and Inflammation, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
Antonia Ho
William Harvey Research Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, EC1M 6BQ, UK
Charles Hinds & Mark Caulfield
Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Old Road Campus, Roosevelt Drive, Oxford, OX3 7FZ, UK
Peter Horby & Peter W. Horby
Clinical Research Centre at St Vincent’s University Hospital, University College Dublin, Dublin, Ireland
Alistair Nichol & Alistair Nichol
Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, Victoria, Australia
Alistair Nichol
Intensive Care Unit, Alfred Hospital, Melbourne, Victoria, Australia
Alistair Nichol
Department of Critical Care Medicine, Queen’s University and Kingston Health Sciences Centre, Kingston, Ontario, Canada
David Maslove
Department of Anaesthesia and Intensive Care, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong, China
Lowell Ling
Wellcome-Wolfson Institute for Experimental Medicine, Queen’s University Belfast, Belfast, UK
Danny McAuley
Department of Intensive Care Medicine, Royal Victoria Hospital, Belfast, UK
Danny McAuley
UCL Centre for Human Health and Performance, London, W1T 7HA, UK
Hugh Montgomery
Faculty of Medicine, University of São Paulo, São Paulo, Brazil
Alex Pereira
Medical Genetics, University of Siena, Siena, Italy
Alessandra Renieri, Francesca Mari, Sergio Daga, Margherita Baldassarri, Chiara Fallerini, Francesca Fava, Floriana Valentino, Gabriella Doddato, Annarita Giliberti, Mirella Bruttini, Susanna Croci, Ilaria Meloni, Elisa Frullanti, Laura Di Sarno, Andrea Tommasi & Maria Palmieri
Genetica Medica, Azienda Ospedaliero-Universitaria Senese, Siena, Italy
Alessandra Renieri, Francesca Mari, Francesca Fava, Rossella Tita, Sara Amitrano, Mirella Bruttini, Anna Maria Pinto, Caterina Lo Rizzo & Andrea Tommasi
Centre for Global Health Research, Usher Institute of Population Health Sciences and Informatics, Teviot Place, Edinburgh, EH8 9AG, UK
Xia Shen, Albert Tenesa & James F. Wilson
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
Xia Shen
Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
Richard Scott
National Heart and Lung Institute, Imperial College London, London, UK
Peter J.M. Openshaw, Jake Dunning, Ryan S. Thwaites & Peter J. M. Openshaw
Imperial College Healthcare NHS Trust London, London, UK
Peter J.M. Openshaw & Peter J. M. Openshaw
Respiratory Medicine, Alder Hey Children’s Hospital, Institute in The Park, University of Liverpool, Alder Hey Children’s Hospital, Liverpool, UK
Malcolm G. Semple
Barts Health NHS Trust, London, UK
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Guys and St Thomas’ Hospital, London, UK
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Good Hope Hospital, Birmingham, UK
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Stepping Hill Hospital, Stockport, UK
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The Royal Oldham Hospital, Manchester, UK
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M. Popescu, M. Thankachen & M. Oblak
Warrington General Hospital, Warrington, UK
J. Little, S. McIvor, A. Brady, H. Whittle, H. Prady & R. Chan
Southport and Formby District General Hospital, Ormskirk, UK
A. Ahmed & A. Morris
Royal Devon and Exeter Hospital, Exeter, UK
C. Gibson, E. Gordon, S. Keenan, H. Quinn, S. Benyon, S. Marriott, L. Zitter, L. Park & K. Baines
Macclesfield District General Hospital, Macclesfield, UK
M. Lyons, M. Holland, N. Keenan & M. Young
Borders General Hospital, Melrose, UK
S. Garrioch, J. Dawson & M. Tolson
Birmingham Children’s Hospital, Birmingham, UK
B. Scholefield & R. Bi
William Harvey Hospital, Ashford, UK
N. Richardson, N. Schumacher, T. Cosier & G. Millen
Royal Lancaster Infirmary, Lancaster, UK
A. Higham & K. Simpson
Queen Elizabeth the Queen Mother Hospital, Margate, UK
S. Turki, L. Allen, N. Crisp, T. Hazleton, A. Knight, J. Deery, C. Price, S. Turney, S. Tilbey & E. Beranova
Liverpool Heart and Chest Hospital, Liverpool, UK
D. Wright, L. Georg & S. Twiss
Darlington Memorial Hospital, Darlington, UK
A. Cowton, S. Wadd & K. Postlethwaite
Southend University Hospital, Westcliff-on-Sea, UK
P. Gondo, B. Masunda, A. Kayani & B. Hadebe
Raigmore Hospital, Inverness, UK
J. Whiteside, R. Campbell & N. Clarke
Salisbury District Hospital, Salisbury, UK
P. Donnison, F. Trim & I. Leadbitter
Peterborough City Hospital, Peterborough, UK
D. Butcher & S. O’Sullivan
Ipswich Hospital, Ipswich, UK
B. Purewal, B. Purewal, S. Bell & V. Rivers
Hereford County Hospital, Worcester, UK
R. O’Leary, J. Birch, E. Collins, S. Anderson, K. Hammerton & E. Andrews
Furness General Hospital, Barrow-in-Furness, UK
A. Higham & K. Burns
Forth Valley Royal Hospital, Falkirk, UK
I. Edmond, D. Salutous, A. Todd, J. Donnachie, P. Turner, L. Prentice, L. Symon, N. Runciman & F. Auld
Torbay Hospital, Torquay, UK
M. Halkes, P. Mercer & L. Thornton
St Mary’s Hospital, Newport, UK
G. Debreceni, J. Wilkins, A. Brown & V. Crickmore
Royal Manchester Children’s Hospital, Manchester, UK
G. Subramanian, R. Marshall, C. Jennings, M. Latif & L. Bunni
Royal Cornwall Hospital, Truro, UK
M. Spivey, S. Bean & K. Burt
Queen Elizabeth Hospital Gateshead, Gateshead, UK
V. Linnett, J. Ritzema, A. Sanderson, W. McCormick & M. Bokhari
Kent & Canterbury Hospital, Canterbury, UK
R. Kapoor & D. Loader
James Paget University Hospital NHS Trust, Great Yarmouth, UK
A. Ayers, W. Harrison & J. North
Darent Valley Hospital, Dartford, UK
Z. Belagodu, R. Parasomthy, O. Olufuwa, A. Gherman, B. Fuller & C. Stuart
The Alexandra Hospital, Redditch and Worcester Royal Hospital, Worcester, UK
O. Kelsall, C. Davis, L. Wild, H. Wood, J. Thrush, A. Durie, K. Austin, K. Archer, P. Anderson & C. Vigurs
Ysbyty Gwynedd, Bangor, UK
C. Thorpe, A. Thomas, E. Knights, N. Boyle & A. Price
Yeovil Hospital, Yeovil, UK
A. Kubisz-Pudelko, D. Wood, A. Lewis, S. Board, L. Pippard, J. Perry & K. Beesley
University Hospital Hairmyres, East Kilbride, UK
A. Rattray, M. Taylor, E. Lee, L. Lennon, K. Douglas, D. Bell, R. Boyle & L. Glass
Scunthorpe General Hospital, Scunthorpe, UK
M. Nauman Akhtar, K. Dent, D. Potoczna, S. Pearson, E. Horsley & S. Spencer
Princess Royal Hospital Brighton, Haywards Heath, UK
C. Phillips, D. Mullan, D. Skinner, J. Gaylard & L. Ortiz-Ruizdegordoa
Lincoln County Hospital, Lincoln, UK
R. Barber, C. Hewitt, A. Hilldrith, S. Shepardson, M. Wills & K. Jackson-Lawrence
Homerton University Hospital, London, UK
A. Gupta, A. Easthope, E. Timlick & C. Gorman
Glangwili General Hospital, Camarthen, UK
I. Otaha, A. Gales, S. Coetzee, M. Raj & M. Peiu
Ealing Hospital, London, UK
V. Parris, S. Quaid & E. Watson
Scarborough General Hospital, Scarborough, UK
K. Elliott, J. Mallinson, B. Chandler & A. Turnbull
Royal Albert Edward Infirmary, Wigan, UK
A. Quinn, C. Finch, C. Holl, J. Cooper & A. Evans
Queen Elizabeth Hospital, Woolwich, London, UK
W. Khaliq, A. Collins & E. Treus Gude
North Devon District Hospital, Barnstaple, UK
N. Love, L. van Koutrik, J. Hunt, D. Kaye, E. Fisher, A. Brayne, V. Tuckey, P. Jackson & J. Parkin
National Hospital for Neurology and Neurosurgery, London, UK
D. Brealey, E. Raith, A. Tariq, H. Houlden, A. Tucci, J. Hardy & E. Moncur
Eastbourne District General Hospital, East Sussex, UK and Conquest Hospital, Eastbourne, UK
J. Highgate & A. Cowley
Diana Princess of Wales Hospital, Grimsby, UK
A. Mitra, R. Stead, T. Behan, C. Burnett, M. Newton, E. Heeney, R. Pollard & J. Hatton
The Christie NHS Foundation Trust, Manchester, UK
A. Patel, V. Kasipandian, S. Allibone & R. M. Genetu
Prince Philip Hospital, Lianelli, UK
I. Otahal, L. O’Brien, Z. Omar, E. Perkins & K. Davies
Prince Charles Hospital, Merthyr Tydfil, UK
D. Tetla, C. Pothecary & B. Deacon
Golden Jubilee National Hospital, Clydebank, UK
B. Shelley & V. Irvine
County Hospital, Dorchester, UK
S. Williams, P. Williams, J. Birch, J. Goodsell, R. Tutton, L. Bough & B. Winter-Goodwin
Calderdale Royal Hospital, Halifax, UK
R. Kitson, J. Pinnell, A. Wilson, T. Nortcliffe, T. Wood, M. Home, K. Holdroyd, M. Robinson, K. Hanson, R. Shaw, J. Greig, M. Brady, A. Haigh, L. Matupe, M. Usher, S. Mellor, S. Dale, L. Gledhill, L. Shaw, G. Turner, D. Kelly, B. Anwar, H. Riley, H. Sturgeon, A. Ali, L. Thomis, D. Melia & A. Dance
West Suffolk Hospital, Bury St Edmunds, UK
S. Humphreys, I. Frost, V. Gopal, J. Godden, A. Holden & S. Swann
West Cumberland Hospital, Whitehaven, UK
T. Smith, M. Clapham, U. Poultney, R. Harper & P. Rice
University Hospital Lewisham, London, UK
W. Khaliq, R. Reece-Anthony & B. Gurung
St John’s Hospital Livingston, Livingston, UK
S. Moultrie & M. Odam
Sheffield Children’s Hospital, Sheffield, UK
A. Mayer, A. Bellini, A. Pickard, J. Bryant, N. Roe & J. Sowter
Hinchingbrooke Hospital, Huntingdon, UK
D. Butcher, K. Lang & J. Taylor
Glenfield Hospital, Leicester, UK
P. Barry
Bronglais General Hospital, Aberystwyth, UK
M. Hobrok, H. Tench, R. Wolf-Roberts, H. McGuinness & R. Loosley
Alder Hey Children’s Hospital, Liverpool, UK
D. Hawcutt, L. Rad, L. O’Malley, P. Saunderson, G. Seddon, T. Anderson & N. Rogers
University Hospital Monklands, Airdrie, UK
J. Ruddy, H. Margaret, M. Taylor, C. Beith, A. McAlpine, L. Ferguson, P. Grant, S. MacFadyen, M. McLaughlin, T. Baird, S. Rundell, L. Glass, B. Welsh, R. Hamill & F. Fisher
Cumberland Infirmary, Carlisle, UK
T. Smith, J. Gregory & A. Brown
Institute for Molecular Medicine Finland, University of Helsinki, Helsinki, Finland
Andrea Ganna, Mattia Cordioli & Mari E. K. Niemi
Analytic & Translational Genetics Unit, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
Andrea Ganna
deCODE genetics/Amgen, Inc., Sturlugata 8, 101, Reykjavik, Iceland
Patrick Sulem & Gardar Sveinbjornsson
Blizard Institute, Queen Mary University of London, 4 Newark Street, London, UK
David A. van Heel
Heart Institute, University of Sao Paulo, Butanta, Brazil
Alex Pereira, Alexandre C. Pereira, Jose E. Krieger, Emmanuelle Marques & Cinthia E. Jannes
23andMe Inc., 223 N Mathilda Ave, Sunnyvale, CA, 94086, USA
Janie F. Shelton, Anjali J. Shastri, Chelsea Ye, Catherine H. Weldon, Teresa Filshtein-Sonmez, Daniella Coker, Antony Symons, Stella Aslibekyan & Adam Auton
Human genetics - R&D, GSK Medicines Research Centre, Target Sciences-R&D, Stevenage, UK
Jorge Esparza-Gordillo
Department of Medical Biotechnologies, University of Siena, Siena, Italy
Elisa Benetti & Simone Furini
Dept of Specialized and Internal Medicine, Tropical and Infectious Diseases Unit, University Hospital of Siena, Siena, Italy
Francesca Montagnani, Arianna Emiliozzi, Massimiliano Fabbiani, Barbara Rossetti & Giacomo Zanelli
Unit of Respiratory Diseases and Lung Transplantation, Department of Internal and Specialist Medicine, University of Siena, Siena, Italy
Elena Bargagli, Laura Bergantini, Miriana D’Alessandro, Paolo Cameli & David Bennet
Dept of Emergency and Urgency, Medicine, Surgery and Neurosciences, Unit of Intensive Care Medicine, Siena University Hospital, Siena, Italy
Federico Anedda, Simona Marcantonio, Sabino Scolletta & Federico Franchi
Department of Medical, Surgical and Neurosciences and Radiological Sciences, Unit of Diagnostic Imaging, University of Siena, Siena, Italy
Maria Antonietta Mazzei & Susanna Guerrini
Rheumatology Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Policlinico Le Scotte, Siena, Italy
Edoardo Conticini, Luca Cantarini & Bruno Frediani
Department of Specialized and Internal Medicine, Infectious Diseases Unit, San Donato Hospital Arezzo, Arezzo, Italy
Danilo Tacconi & Chiara Spertilli
Dept of Emergency, Anesthesia Unit, San Donato Hospital, Arezzo, Italy
Marco Feri & Alice Donati
Department of Specialized and Internal Medicine, Pneumology Unit and UTIP, San Donato Hospital, Arezzo, Italy
Raffaele Scala & Luca Guidelli
Department of Emergency, Anesthesia Unit, Misericordia Hospital, Grosseto, Italy
Genni Spargi & Marta Corridi
Department of Specialized and Internal Medicine, Infectious Diseases Unit, Misericordia Hospital, Grosseto, Italy
Cesira Nencioni & Leonardo Croci
Clinical Chemical Analysis Laboratory, Misericordia Hospital, Grosseto, Italy
Gian Piero Caldarelli
Department of Preventive Medicine, Azienda USL Toscana Sud Est, Arezzo, Italy
Maurizio Spagnesi, Paolo Piacentini, Maria Bandini, Elena Desanctis & Silvia Cappelli
Territorial Scientific Technician Department, Azienda USL Toscana Sud Est, Arezzo, Italy
Anna Canaccini, Agnese Verzuri & Valentina Anemoli
Department of Health Sciences, Clinic of Infectious Diseases, ASST Santi Paolo e Carlo, University of Milan, Milan, Italy
Antonella D’Arminio Monforte & Esther Merlini
Division of Infectious Diseases and Immunology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
Mario U. Mondelli, Stefania Mantovani & Serena Ludovisi
Department of Internal Medicine and Therapeutics, University of Pavia, Pavia, Italy
Mario U. Mondelli & Serena Ludovisi
Department of Anesthesia and Intensive Care, University of Modena and Reggio Emilia, Modena, Italy
Massimo Girardis, Sophie Venturelli & Marco Sita
HIV/AIDS Department, National Institute for Infectious Diseases, IRCCS, Lazzaro Spallanzani, Rome, Italy
Andrea Antinori & Alessandra Vergori
III Infectious Diseases Unit, ASST-FBF-Sacco, Milan, Italy
Stefano Rusconi & Agostino Riva
Department of Biomedical and Clinical Sciences Luigi Sacco, University of Milan, Milan, Italy
Stefano Rusconi, Matteo Siano, Arianna Gabrieli & Agostino Riva
Infectious Diseases Clinic, Department of Medicine 2, Azienda Ospedaliera di Perugia and University of Perugia, Santa Maria Hospital, Perugia, Italy
Daniela Francisci & Elisabetta Schiaroli
Department of Infectious Diseases, Treviso Hospital, Local Health Unit 2 Marca Trevigiana, Treviso, Italy
Pier Giorgio Scotton & Francesca Andretta
Clinical Infectious Diseases, Mestre Hospital, Venice, Italy
Sandro Panese
Infectious Diseases Clinic, ULSS1, Belluno, Italy
Renzo Scaggiante & Francesca Gatti
Department of Molecular Medicine, University of Padova, Padua, Italy
Saverio Giuseppe Parisi
Department of Infectious and Tropical Diseases, University of Brescia and ASST Spedali Civili Hospital, Brescia, Italy
Francesco Castelli, Maria Eugenia Quiros-Roldan & Paola Magro
Department of Molecular and Translational Medicine, University of Brescia, Italy; Clinical Chemistry Laboratory, Cytogenetics and Molecular Genetics Section, Diagnostic Department, ASST Spedali Civili di Brescia, Brescia, Italy
Isabella Zanella
Medical Genetics and Laboratory of Medical Genetics Unit, A.O.R.N. “Antonio Cardarelli”, Naples, Italy
Matteo Della Monica & Carmelo Piscopo
Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Naples, Italy
Mario Capasso, Roberta Russo, Immacolata Andolfo & Achille Iolascon
CEINGE Biotecnologie Avanzate, Naples, Italy
Mario Capasso, Roberta Russo, Immacolata Andolfo & Achille Iolascon
IRCCS SDN, Naples, Italy
Mario Capasso
Unit of Respiratory Physiopathology, AORN dei Colli Monaldi Hospital, Naples, Italy
Giuseppe Fiorentino
Division of Medical Genetics, Fondazione IRCCS Casa Sollievo della Sofferenza Hospital, San Giovanni Rotondo, Italy
Massimo Carella, Marco Castori & Giuseppe Merla
Department of Medical Sciences, Fondazione IRCCS Casa Sollievo della Sofferenza Hospital, San Giovanni Rotondo, Italy
Filippo Aucella
Clinical Trial Office, Fondazione IRCCS Casa Sollievo della Sofferenza Hospital, San Giovanni Rotondo, Italy
Pamela Raggi, Carmen Marciano & Rita Perna
Department of Health Sciences, University of Genova, Genoa, Italy
Matteo Bassetti
Infectious Diseases Clinic, Policlinico San Martino Hospital, IRCCS for Cancer Research Genoa, Genova, Italy
Matteo Bassetti & Antonio Di Biagio
Microbiology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Catholic University of Medicine, Rome, Italy
Maurizio Sanguinetti & Luca Masucci
Department of Laboratory Sciences and Infectious Diseases, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
Maurizio Sanguinetti & Luca Masucci
Department of Cardiovascular Diseases, University of Siena, Siena, Italy
Serafina Valente
Otolaryngology Unit, University of Siena, Siena, Italy
Marco Mandalà, Alessia Giorli & Lorenzo Salerni
Department of Internal Medicine, ASST Valtellina e Alto Lario, Sondrio, Italy
Patrizia Zucchi & Pierpaolo Parravicini
Study Coordinator Oncologia Medica e Ufficio Flussi, Sondrio, Italy
Elisabetta Menatti
Department of Infectious and Tropical Diseases, University of Padova, Padua, Italy
Stefano Baratti
First Aid Department, Luigi Curto Hospital, Polla, Salerno, Italy
Tullio Trotta, Ferdinando Giannattasio & Gabriella Coiro
Local Health Unit-Pharmaceutical Department of Grosseto, Toscana Sud Est Local Health Unit, Grosseto, Italy
Fabio Lena
U.O.C. Laboratorio di Genetica Umana, IRCCS Istituto G. Gaslini, Genoa, Italy
Domenico A. Coviello
Infectious Diseases Clinics, University of Modena and Reggio Emilia, Modena, Italy
Cristina Mussini
Department of Respiratory Diseases, Azienda Ospedaliera di Cremona, Cremona, Italy
Giancarlo Bosio & Enrico Martinelli
U.O.C. Medicina, ASST Nord Milano, Ospedale Bassini, Cinisello Balsamo, Italy
Sandro Mancarella & Luisa Tavecchia
Istituto Auxologico Italiano, IRCCS, San Luca Hospital, Milan, Italy
Lia Crotti
Department of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
Lia Crotti
University of Siena, DIISM-SAILAB, Siena, Italy
Nicola Picchiotti & Marco Gori
Department of Mathematics, University of Pavia, Pavia, Italy
Nicola Picchiotti
University Cote d’Azur, Inria, CNRS, I3S, Maasai, Nice, France
Marco Gori
Independent Medical Scientist, Milan, Italy
Chiara Gabbi
Independent Data Scientist, Milan, Italy
Maurizio Sanarico
Department of Electronics, Information and Bioengineering (DEIB), Politecnico di Milano, Milano, Italy
Stefano Ceri & Pietro Pinoli
Scuola Normale Superiore, Pisa, Italy
Francesco Raimondi
CNR-Consiglio Nazionale delle Ricerche, Istituto di Biologia e Biotecnologia Agraria (IBBA), Milano, Italy
Filippo Biscarini & Alessandra Stella
ISARIC Global Support Centre, Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK
Gail Carson, Laura Merson & Louise Sigfrid
School of Informatics, University of Edinburgh, Edinburgh, UK
Beatrice Alex & Benjamin Bach
Section of Molecular Virology, Imperial College London, London, UK
Wendy S. Barclay
Antimicrobial Resistance and Hospital Acquired Infection Department, Public Health England, London, UK
Meera Chand
Department of Infectious Disease, Imperial College London, London, UK
Graham S. Cooke & Shiranee Sriskandan
Centre for Medical Informatics, The Usher Institute, University of Edinburgh, Edinburgh, UK
Annemarie B. Docherty, Ewen M. Harrison, Lisa Norman, Riinu Pius, Thomas M. Drake, Cameron J. Fairfield, Stephen R. Knight, Kenneth A. Mclean, Derek Murphy & Catherine A. Shaw
National Infection Service, Public Health England, London, UK
Jake Dunning & Maria Zambon
MRC-University of Glasgow Centre for Virus Research, 464 Bearsden Road, Glasgow, UK
Ana da Silva Filipe, Antonia Ying Wai Ho, Massimo Palmarini, David L. Robertson, Janet T. Scott, Emma C. Thomson & Sara McDonald
Liverpool School of Tropical Medicine, Liverpool, UK
Tom Fletcher
Institute of Microbiology and Infection, University of Birmingham, Birmingham, UK
Christoper A. Green
Institute of Infection and Global Health, University of Liverpool, Liverpool, UK
Julian A. Hiscox
Department of Infectious Diseases, Queen Elizabeth University Hospital, Glasgow, UK
Antonia Ying Wai Ho
Virology Reference Department, National Infection Service, Public Health England, Colindale Avenue, London, UK
Samreen Ijaz
Department of Pharmacology, University of Liverpool, Liverpool, UK
Saye Khoo
Nuffield Department of Medicine, John Radcliffe Hospital, Oxford, UK
Paul Klenerman & Alexander J. Mentzer
Translational Gastroenterology Unit, Nuffield Department of Medicine, University of Oxford, Oxford, UK
Paul Klenerman
Department of Microbiology/Infectious Diseases, Oxford University Hospitals NHS Foundation Trust, John Radcliffe Hospital, Oxford, UK
Alexander J. Mentzer
Division of Infection and Immunity, University College London, London, UK
Mahdad Noursadeghi
Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
Shona C. Moore, William A. Paxton & Georgios Pollakis
NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, UK
William A. Paxton & Georgios Pollakis
Centre for Clinical Infection and Diagnostics Research, Department of Infectious Diseases, School of Immunology and Microbial Sciences, King’s College London, London, UK
Nicholas Price
Department of Infectious Diseases, Guy’s and St Thomas’ NHS Foundation Trust, London, UK
Nicholas Price
Institute of Evolutionary Biology, University of Edinburgh, Edinburgh, UK
Andrew Rambaut
Department of Pediatrics and Virology, St Mary’s Medical School Bldg, Imperial College London, London, UK
Vanessa Sancho-Shimizu
NHS Greater Glasgow & Clyde, Glasgow, UK
Janet T. Scott
The Florey Institute for Host-Pathogen Interactions, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
Thushan de Silva
Walton Centre NHS Foundation Trust, Liverpool, UK
Tom Solomon
MRC Centre for Molecular Bacteriology and Infection, Imperial College London, London, UK
Shiranee Sriskandan
Division of Structural Biology, The Wellcome Centre for Human Genetics, University of Oxford, Headington, Oxford, OX3 7BN, UK
David Stuart
Blood Borne Virus Unit, Virus Reference Department, National Infection Service, Public Health England, London, UK
Richard S. Tedder
Transfusion Microbiology, National Health Service Blood and Transplant, London, UK
Richard S. Tedder
Department of Medicine, Imperial College London, London, UK
Richard S. Tedder
Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
AA Roger Thompson
Tropical & Infectious Disease Unit, Royal Liverpool University Hospital, Liverpool, UK
Lance CW Turtle
Liverpool Clinical Trials Centre, University of Liverpool, Liverpool, UK
Chloe Donohue, Jo Dalton, Michelle Girvan, Egle Saviciute, Stephanie Roberts, Janet Harrison, Laura Marsh, Marie Connor, Sophie Halpin, Clare Jackson & Carrol Gamble
Centre for Health Informatics, Division of Informatics, Imaging and Data Science, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
Gary Leeming
Department of Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool, UK
William Greenhalf
Institute of Translational Medicine, University of Liverpool, Liverpool, Merseyside, UK
Victoria Shaw & Alessandra Stella
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Consortia
The GenOMICC Investigators
- GenOMICC Consortium
GenOMICC co-investigators
- Sara Clohisey
- , Peter Horby
- , Johnny Millar
- , Julian Knight
- , Hugh Montgomery
- , David Maslove
- , Lowell Ling
- , Alistair Nichol
- , Charlotte Summers
- , Tim Walsh
- , Charles Hinds
- , Malcolm G. Semple
- , Peter J.M. Openshaw
- , Manu Shankar-Hari
- , Antonia Ho
- , Danny McAuley
- , Chris Ponting
- , Kathy Rowan
- & J. Kenneth Baillie
Central management and laboratory team
- Fiona Griffiths
- , Wilna Oosthuyzen
- , Jen Meikle
- , Paul Finernan
- , James Furniss
- , Ellie Mcmaster
- , Andy Law
- , Sara Clohisey
- , J. Kenneth Baillie
- , Trevor Paterson
- , Tony Wackett
- , Ruth Armstrong
- , Lee Murphy
- , Angie Fawkes
- , Richard Clark
- , Audrey Coutts
- , Lorna Donnelly
- , Tammy Gilchrist
- , Katarzyna Hafezi
- , Louise Macgillivray
- , Alan Maclean
- , Sarah McCafferty
- , Kirstie Morrice
- , Jane Weaver
- , Ceilia Boz
- , Ailsa Golightly
- , Mari Ward
- , Hanning Mal
- , Helen Szoor-McElhinney
- , Adam Brown
- , Ross Hendry
- , Andrew Stenhouse
- , Louise Cullum
- , Dawn Law
- , Sarah Law
- , Rachel Law
- , Max Head Fourman
- , Maaike Swets
- , Nicky Day
- , Filip Taneski
- , Esther Duncan
- , Marie Zechner
- & Nicholas Parkinson
Data analysis team
- Erola Pairo-Castineira
- , Sara Clohisey
- , Lucija Klaric
- , Andrew D. Bretherick
- , Konrad Rawlik
- , Dorota Pasko
- , Susan Walker
- , Nick Parkinson
- , Max Head Fourman
- , Clark D. Russell
- , James Furniss
- , Anne Richmond
- , Elvina Gountouna
- , David Harrison
- , Bo Wang
- , Yang Wu
- , Alison Meynert
- , Athanasios Kousathanas
- , Loukas Moutsianas
- , Zhijian Yang
- , Ranran Zhai
- , Chenqing Zheng
- , Graeme Grimes
- , Jonathan Millar
- , Barbara Shih
- , Marie Zechner
- , Jian Yang
- , Xia Shen
- , Chris P. Ponting
- , Albert Tenesa
- , Kathy Rowan
- , Andrew Law
- , Veronique Vitart
- , James F. Wilson
- & J. Kenneth Baillie
Barts Health NHS Trust, London, UK
- D. Collier
- , S. Wood
- , A. Zak
- , C. Borra
- , M. Matharu
- , P. May
- , Z. Alldis
- , O. Mitchelmore
- , R. Bowles
- , A. Easthorpe
- , F. Bibi
- , I. Lancoma-Malcolm
- , J. Gurasashvili
- , J. Pheby
- , J. Shiel
- , M. Bolton
- , M. Patel
- , M. Taylor
- , O. Zongo
- , P. Ebano
- , P. Harding
- , R. Astin-Chamberlain
- , Y. Choudhury
- , A. Cox
- , D. Kallon
- , M. Burton
- , R. Hall
- , S. Blowes
- , Z. Prime
- , J. Biddle
- , O. Prysyazhna
- , T. Newman
- , C. Tierney
- & J. Kassam
Guys and St Thomas’ Hospital, London, UK
- M. Shankar-Hari
- , M. Ostermann
- , S. Campos
- , A. Bociek
- , R. Lim
- , N. Grau
- , T. O. Jones
- , C. Whitton
- , M. Marotti
- & G. Arbane
James Cook University Hospital, Middlesburgh, UK
- S. Bonner
- , K. Hugill
- & J. Reid
The Royal Liverpool University Hospital, Liverpool, UK
- I. Welters
- , V. Waugh
- , K. Williams
- , D. Shaw
- , J. Fernandez Roman
- , M. Lopez Martinez
- , E. Johnson
- , A. Waite
- , B. Johnson
- , O. Hamilton
- & S. Mulla
King’s College Hospital, London, UK
- M. McPhail
- & J. Smith
Royal Infirmary of Edinburgh, Edinburgh, UK
- J. K. Baillie
- , L. Barclay
- , D. Hope
- , C. McCulloch
- , L. McQuillan
- , S. Clark
- , J. Singleton
- , K. Priestley
- , N. Rea
- , M. Callaghan
- , R. Campbell
- , G. Andrew
- & L. Marshall
John Radcliffe Hospital, Oxford, UK
- S. McKechnie
- , P. Hutton
- , A. Bashyal
- & N. Davidson
Addenbrooke’s Hospital, Cambridge, UK
- C. Summers
- , P. Polgarova
- , K. Stroud
- , N. Pathan
- , K. Elston
- & S. Agrawal
Morriston Hospital, Swansea, UK
- C. Battle
- , L. Newey
- , T. Rees
- , R. Harford
- , E. Brinkworth
- , M. Williams
- & C. Murphy
Ashford and St Peter’s Hospital, Surrey, UK
- I. White
- & M. Croft
Royal Stoke University Hospital, Staffordshire, UK
- N. Bandla
- , M. Gellamucho
- , J. Tomlinson
- , H. Turner
- , M. Davies
- , A. Quinn
- , I. Hussain
- , C. Thompson
- , H. Parker
- , R. Bradley
- & R. Griffiths
Queen Elizabeth Hospital, Birmingham, UK
- J. Scriven
- & J. Gill
Glasgow Royal Infirmary, Glasgow, UK
- A. Puxty
- , S. Cathcart
- , D. Salutous
- , L. Turner
- , K. Duffy
- & K. Puxty
Kingston Hospital, Surrey, UK
- A. Joseph
- , R. Herdman-Grant
- , R. Simms
- , A. Swain
- , A. Naranjo
- , R. Crowe
- , K. Sollesta
- , A. Loveridge
- , D. Baptista
- & E. Morino
The Tunbridge Wells Hospital and Maidstone Hospital, Kent, UK
- M. Davey
- , D. Golden
- & J. Jones
North Middlesex University Hospital NHS Trust, London, UK
- J. Moreno Cuesta
- , A. Haldeos
- , D. Bakthavatsalam
- , R. Vincent
- , M. Elhassan
- , K. Xavier
- , A. Ganesan
- & D. Purohit M. Abdelrazik
Bradford Royal Infirmary, Bradford, UK
- J. Morgan
- , L. Akeroyd
- , S. Bano
- , D. Warren
- , M. Bromley
- , K. Sellick
- , L. Gurr
- , B. Wilkinson
- , V. Nagarajan
- & P. Szedlak
Blackpool Victoria Hospital, Blackpool, UK
- J. Cupitt
- , E. Stoddard
- , L. Benham
- , S. Preston
- , N. Slawson
- , Z. Bradshaw
- , J. brown
- , M. Caswell
- & S. Melling
Countess of Chester Hospital, Chester, UK
- P. Bamford
- , M. Faulkner
- , K. Cawley
- , H. Jeffrey
- , E. London
- , H. Sainsbury
- , I. Nagra
- , F. Nasir
- , Ce Dunmore
- , R. Jones
- , A. Abraheem
- , M. Al-Moasseb
- & R. Girach
Wythenshawe Hospital, Manchester, UK
- C. Brantwood
- , P. Alexander
- , J. Bradley-Potts
- , S. Allen
- & T. Felton
St George’s Hospital, London, UK
- S. Manna
- , S. Farnell-Ward
- , S. Leaver
- , J. Queiroz
- , E. Maccacari
- , D. Dawson
- , C. Castro Delgado
- , R. Pepermans Saluzzio
- , O. Ezeobu
- , L. Ding
- , C. Sicat
- , R. Kanu
- , G. Durrant
- , J. Texeira
- , A. Harrison
- & T. Samakomva
Good Hope Hospital, Birmingham, UK
- J. Scriven
- , H. Willis
- , B. Hopkins
- & L. Thrasyvoulou
Stepping Hill Hospital, Stockport, UK
- M. Jackson
- , A. Zaki
- , C. Tibke
- , S. Bennett
- , W. Woodyatt
- , A. Kent
- & E. Goodwin
Manchester Royal Infirmary, Manchester, UK
- C. Brandwood
- , R. Clark
- & L. Smith
Royal Alexandra Hospital, Paisley, UK
- K. Rooney
- , N. Thomson
- , N. Rodden
- , E. Hughes
- , D. McGlynn
- , C. Clark
- , P. Clark
- , L. Abel
- , R. Sundaram
- , L. Gemmell
- , M. Brett
- , J. Hornsby
- , P. MacGoey
- , R. Price
- , B. Digby
- , P. O’Neil
- , P. McConnell
- & P. Henderson
Queen Elizabeth University Hospital, Glasgow, UK
- S. Henderson
- , M. Sim
- , S. Kennedy-Hay
- , C. McParland
- , L. Rooney
- & N. Baxter
Queen Alexandra Hospital, Portsmouth, UK
- D. Pogson
- , S. Rose
- , Z. Daly
- & L. Brimfield
BHRUT (Barking Havering) - Queens Hospital and King George Hospital, Essex, UK
- M. K. Phull
- , M. Hussain
- , T. Pogreban
- , L. Rosaroso
- & E. Salciute L. Grauslyte
University College Hospital, London, UK
- D. Brealey
- , E. Wraith
- , N. MacCallum
- , G. Bercades
- , I. Hass
- , D. Smyth
- , A. Reyes
- & G. Martir
Royal Victoria Infirmary, Newcastle Upon Tyne, UK
- I. D. Clement
- , K. Webster
- , C. Hays
- & A. Gulati
Western Sussex Hospitals, West Sussex, UK
- L. Hodgson
- , M. Margarson
- , R. Gomez
- , Y. Baird
- , Y. Thirlwall
- , L. Folkes
- , A. Butler
- , E. Meadows
- , S. Moore
- , D. Raynard
- , H. Fox
- , L. Riddles
- , K. King
- , S. Kimber
- , G. Hobden
- , A. McCarthy
- , V. Cannons
- , I. Balagosa
- , I. Chadbourn
- & A. Gardner
Salford Royal Hospital, Manchester, UK
- D. Horner
- , D. McLaughlanv
- , B. Charles
- , N. Proudfoot
- , T. Marsden
- , L. Mc Morrow
- , B. Blackledge
- , J. Pendlebury
- , A. Harvey
- , E. Apetri
- , C. Basikolo
- , L. Catlow
- , R. Doonan
- , K. Knowles
- , S. Lee
- , D. Lomas
- , C. Lyons
- , J. Perez
- , M. Poulaka
- , M. Slaughter
- , K. Slevin
- , M. Taylor
- , V. Thomas
- , D. Walker
- & J. Harris
The Royal Oldham Hospital, Manchester, UK
- A. Drummond
- , R. Tully
- , J. Dearden
- , J. Philbin
- , S. Munt
- , C. Rishton
- , G. O’Connor
- , M. Mulcahy
- , E. Dobson
- , J. Cuttler
- & M. Edward
Pinderfields General Hospital, Wakefield, UK
- A. Rose
- , B. Sloan
- , S. Buckley
- , H. Brooke
- , E. Smithson
- , R. Charlesworth
- , R. Sandu
- , M. Thirumaran
- , V. Wagstaff
- & J. Cebrian Suarez
Basildon Hospital, Basildon, UK
- A. Kaliappan
- , M. Vertue
- , A. Nicholson
- , J. Riches
- , A. Solesbury
- , L. Kittridge
- , M. Forsey
- & G. Maloney
University Hospital of Wales, Cardiff, UK
- J. Cole
- , M. Davies
- , R. Davies
- , H. Hill
- , E. Thomas
- , A. Williams
- , D. Duffin
- & B. Player
Broomfield Hospital, Chelmsford, UK
- J. Radhakrishnan
- , S. Gibson
- , A. Lyle
- & F. McNeela
Royal Brompton Hospital, London, UK
- B. Patel
- , M. Gummadi
- , G. Sloane
- , N. Dormand
- , S. Salmi
- , Z. Farzad
- , D. Cristiano
- , K. Liyanage
- , V. Thwaites
- & M. Varghese
Nottingham University Hospital, Nottingham, UK
- M. Meredith
Royal Hallamshire Hospital and Northern General Hospital, Sheffield, UK
- G. Mills
- , J. Willson
- , K. Harrington
- , B. Lenagh
- , K. Cawthron
- , S. Masuko
- , A. Raithatha
- , K. Bauchmuller
- , N. Ahmad
- , J. Barker
- , Y. Jackson
- , F. Kibutu
- & S. Bird
Royal Hampshire County Hospital, Hampshire, UK
- G. Watson
- , J. Martin
- , E. Bevan
- , C. Wrey Brown
- & D. Trodd
Queens Hospital Burton, Burton-On-Trent, UK
- K. English
- , G. Bell
- , L. Wilcox
- & A. Katary
New Cross Hospital, Wolverhampton, UK
- S. Gopal
- , V. Lake
- , N. Harris
- , S. Metherell
- & E. Radford
Heartlands Hospital, Birmingham, UK
- J. Scriven
- , F. Moore
- , H. Bancroft
- , J. Daglish
- , M. Sangombe
- , M. Carmody
- , J. Rhodes
- & M. Bellamy
Walsall Manor Hospital, Walsall, UK
- A. Garg
- , A. Kuravi
- , E. Virgilio
- , P. Ranga
- , J. Butler
- , L. Botfield
- , C. Dexter
- & J. Fletcher
Stoke Mandeville Hospital, Buckinghamshire, UK
- P. Shanmugasundaram
- , G. Hambrook
- , I. Burn
- , K. Manso
- , D. Thornton
- , J. Tebbutt
- & R. Penn
Sandwell General Hospital, Birmingham, UK
- J. Hulme
- , S. Hussain
- , Z. Maqsood
- , S. Joseph
- , J. Colley
- , A. Hayes
- , C. Ahmed
- , R. Haque
- , S. Clamp
- , R. Kumar
- , M. Purewal
- & B. Baines
Royal Berkshire NHS Foundation Trust, Berkshire, UK
- M. Frise
- , N. Jacques
- , H. Coles
- , J. Caterson
- , S. Gurung Rai
- , M. Brunton
- , E. Tilney
- , L. Keating
- & A. Walden
Charing Cross Hospital, St Mary’s Hospital and Hammersmith Hospital, London, UK
- D. Antcliffe
- , A. Gordon
- , M. Templeton
- , R. Rojo
- , D. Banach
- , S. Sousa Arias
- , Z. Fernandez
- & P. Coghlan
Dumfries and Galloway Royal Infirmary, Dumfries, UK
- D. Williams
- & C. Jardine
Bristol Royal Infirmary, Bristol, UK
- J. Bewley
- , K. Sweet
- , L. Grimmer
- , R. Johnson
- , Z. Garland
- & B. Gumbrill
Royal Sussex County Hospital, Brighton, UK
- C. Phillips
- , L. Ortiz-Ruiz de Gordoa
- & E. Peasgood
Whiston Hospital, Prescot, UK
- A. Tridente
- & K. Shuker S. Greer
Royal Glamorgan Hospital, Cardiff, UK
- C. Lynch
- , C. Pothecary
- , L. Roche
- , B. Deacon
- , K. Turner
- , J. Singh
- & G. Sera Howe
King’s Mill Hospital, Nottingham, UK
- P. Paul
- , M. Gill
- , I. Wynter
- , V. Ratnam
- & S. Shelton
Fairfield General Hospital, Bury, UK
- J. Naisbitt
- & J. Melville
Western General Hospital, Edinburgh, UK
- R. Baruah
- & S. Morrison
Northwick Park Hospital, London, UK
- A. McGregor
- , V. Parris
- , M. Mpelembue
- , S. Srikaran
- , C. Dennis
- & A. Sukha
Royal Preston Hospital, Preston, UK
- A. Williams
- & M. Verlande
Royal Derby Hospital, Derby, UK
- K. Holding
- , K. Riches
- , C. Downes
- & C. Swan
Sunderland Royal Hospital, Sunderland, UK
- A. Rostron
- , A. Roy
- , L. Woods
- , S. Cornell
- & F. Wakinshaw
Royal Surrey County Hospital, Guildford, UK
- B. Creagh-Brown
- , H. Blackman
- , A. Salberg
- , E. Smith
- , S. Donlon
- , S. Mtuwa
- , N. Michalak-Glinska
- , S. Stone
- , C. Beazley
- & V. Pristopan
Derriford Hospital, Plymouth, UK
- N. Nikitas
- , L. Lankester
- & C. Wells
Croydon University Hospital, Croydon, UK
- A. S. Raj
- , K. Fletcher
- , R. Khade
- & G. Tsinaslanidis
Victoria Hospital, Kirkcaldy, UK
- M. McMahon
- , S. Fowler
- , A. McGregor
- & T. Coventry
Milton Keynes University Hospital, Milton Keynes, UK
- R. Stewart
- , L. Wren
- , E. Mwaura
- , L. Mew
- , A. Rose
- , D. Scaletta
- & F. Williams
Barnsley Hospital, Barnsley, UK
- K. Inweregbu
- , A. Nicholson
- , N. Lancaster
- , M. Cunningham
- , A. Daniels
- , L. Harrison
- , S. Hope
- , S. Jones
- , A. Crew
- , G. Wray
- , J. Matthews
- & R. Crawley
York Hospital, York, UK
- J. Carter
- , I. Birkinshaw
- , J. Ingham
- , Z. Scott
- , K. Howard
- , R. Joy
- & S. Roche
University Hospital of North Tees, Stockton on Tees, UK
- M. Clark
- & S. Purvis
University Hospital Wishaw, Wishaw, UK
- A. Morrison
- , D. Strachan
- , M. Taylor
- , S. Clements
- & K. Black
Whittington Hospital, London, UK
- C. Parmar
- , A. Altabaibeh
- , K. Simpson
- , L. Mostoles
- , K. Gilbert
- , L. Ma
- & A. Alvaro
Southmead Hospital, Bristol, UK
- M. Thomas
- , B. Faulkner
- , R. Worner
- , K. Hayes
- , E. Gendall
- , H. Blakemore
- , B. Borislavova
- & E. Goff
The Royal Papworth Hospital, Cambridge, UK
- A. Vuylsteke
- , L. Mwaura
- , J. Zamikula
- , L. Garner
- , A. Mitchell
- , S. Mepham
- , L. Cagova
- , A. Fofano
- , H. Holcombe
- & K. Praman
Royal Gwent Hospital, Newport, UK
- T. Szakmany
- , A. E. Heron
- , S. Cherian
- , S. Cutler
- & A. Roynon-Reed
Norfolk and Norwich University hospital (NNUH), Norwich, UK
- G. Randell
- , K. Convery
- , K. Stammers D. Fottrell-Gould
- , L. Hudig
- & J. Keshet-price
Great Ormond St Hospital and UCL Great Ormond St Institute of Child Health NIHR Biomedical Research Centre, London, UK
- M. Peters
- , L. O’Neill
- , S. Ray
- , H. Belfield
- , T. McHugh
- , G. Jones
- , O. Akinkugbe
- , A. Tomas
- , E. Abaleke
- , E. Beech
- , H. Meghari
- , S. Yussuf
- & A. Bamford
Airedale General Hospital, Keighley, UK
- B. Hairsine
- , E. Dooks
- , F. Farquhar
- , S. Packham
- , H. Bates
- , C. McParland
- & L. Armstrong
Aberdeen Royal Infirmary, Aberdeen, UK
- C. Kaye
- , A. Allan
- , J. Medhora
- , J. Liew
- , A. Botello
- & F. Anderson
Southampton General Hospital, Southampton, UK
- R. Cusack
- , H. Golding
- , K. Prager
- , T. Williams
- , S. Leggett
- , K. Golder
- , M. Male
- , O. Jones
- , K. Criste
- & M. Marani
Russell’s Hall Hospital, Dudley, UK
- Dr Anumakonda
- , V. Amin
- , K. Karthik
- , R. Kausar
- , E. Anastasescu
- , K. Reid
- & Ms Jacqui
Rotherham General Hospital, Rotherham, UK
- A. Hormis
- , R. Walker
- & D. Collier
North Manchester General Hospital, Manchester, UK
- T. Duncan
- , A. Uriel
- , A. Ustianowski
- , H. T-Michael
- , M. Bruce
- , K. Connolly
- & K. Smith
Basingstoke and North Hampshire Hospital, Basingstoke, UK
- R. Partridge
- , D. Griffin
- , M. McDonald
- & N. Muchenje
Royal Free Hospital, London, UK
- D. Martin
- , H. Filipe
- , C. Eastgate
- & C. Jackson
Hull Royal Infirmary, Hull, UK
- A. Gratrix
- , L. Foster
- , V. Martinson
- , E. Stones
- , Caroline Abernathy
- & P. Parkinson
Harefield Hospital, London, UK
- A. Reed
- , C. Prendergast
- , P. Rogers
- , M. Woodruff
- , R. Shokkar
- , S. Kaul
- , A. Barron
- & C. Collins
Chesterfield Royal Hospital Foundation Trust, Chesterfield, UK
- S. Beavis
- , A. Whileman
- , K. Dale
- , J. Hawes
- , K. Pritchard
- , R. Gascoyne
- & L. Stevenson
Barnet Hospital, London, UK
- R. Jha
- , L. Lim
- & V. Krishnamurthy
Aintree University Hospital, Liverpool, UK
- R. Parker
- , I. Turner-Bone
- , L. Wilding
- & A. Reddy
St James’s University Hospital and Leeds General Infirmary, Leeds, UK
- S. Whiteley
- , E. Wilby
- , C. Howcroft
- , A. Aspinwall
- , S. Charlton
- & B. Ogg
Glan Clwyd Hospital, Bodelwyddan, UK
- D. Menzies
- , R. Pugh
- , E. Allan
- , R. Lean
- , F. Davies
- , J. Easton
- , X. Qiu
- , S. Kumar
- & K. Darlington
University Hospital Crosshouse, Kilmarnock, UK
- G. Houston
- , P. O’Brien
- , T. Geary
- , J. Allan
- & A. Meikle
Royal Bolton Hospital, Bolton, UK
- G. Hughes
- , M. Balasubramaniam
- , S. Latham
- , E. McKenna
- & R. Flanagan
Princess of Wales Hospital, Llantrisant, UK
- S. Sathe
- , E. Davies
- & L. Roche
Pilgrim Hospital, Lincoln, UK
- M. Chablani
- , A. Kirkby
- , K. Netherton
- & S. Archer
Northumbria Healthcare NHS Foundation Trust, North Shields, UK
- B. Yates
- & C. Ashbrook-Raby
Ninewells Hospital, Dundee, UK
- S. Cole
- , M. Casey
- , L. Cabrelli
- , S. Chapman
- , M. Casey
- , A. Hutcheon
- , C. Whyte
- & C. Almaden-Boyle
Lister Hospital, Stevenage, UK
- N. Pattison
- & C. Cruz
Bedford Hospital, Bedford, UK
- A. Vochin
- , H. Kent
- , A. Thomas
- , S. Murdoch
- , B. David
- , M. Penacerrada
- , G. Lubimbi
- , V. Bastion
- , R. Wulandari
- , J. Valentine
- & D. Clarke
Royal United Hospital, Bath, UK
- A. Serrano-Ruiz
- , S. Hierons
- , L. Ramos
- , C. Demetriou
- , S. Mitchard
- & K. White
Royal Bournemouth Hospital, Bournemouth, UK
- N. White
- , S. Pitts
- , D. Branney
- & J. Frankham
The Great Western Hospital, Swindon, UK
- M. Watters
- , H. Langton
- & R. Prout
Watford General Hospital, Watford, UK
- V. Page
- & T. Varghes
University Hospital North Durham, Darlington, UK
- A. Cowton
- , A. Kay
- , K. Potts
- , M. Birt
- , M. Kent
- & A. Wilkinson
Tameside General Hospital, Ashton Under Lyne, UK
- E. Jude
- , V. Turner
- , H. Savill
- , J. McCormick
- , M. Clark
- , M. Coulding
- , S. Siddiqui
- , O. Mercer
- , H. Rehman
- & D. Potla
Princess Royal Hospital, Telford and Royal Shrewsbury Hospital, Shrewsbury, UK
- N. Capps
- , D. Donaldson
- , J. Jones
- , H. Button
- , T. Martin
- , K. Hard
- , A. Agasou
- , L. Tonks
- , T. Arden
- , P. Boyle
- , M. Carnahan
- , J. Strickley
- , C. Adams
- , D. Childs
- , R. Rikunenko
- , M. Leigh
- , M. Breekes
- , R. Wilcox
- , A. Bowes
- , H. Tiveran
- , F. Hurford
- , J. Summers
- , A. Carter
- , Y. Hussain
- , L. Ting
- , A. Javaid
- , N. Motherwell
- , H. Moore
- , H. Millward
- , S. Jose
- , N. Schunki
- , A. Noakes
- & C. Clulow
Arrowe Park Hospital, Wirral, UK
- G. Sadera
- , R. Jacob
- & C. Jones
The Queen Elizabeth Hospital, King’s Lynn, UK
- M. Blunt
- , Z. Coton
- , H. Curgenven
- , S. Mohamed Ally
- , K. Beaumont
- , M. Elsaadany
- , K. Fernandes
- , I. Ali Mohamed Ali
- , H. Rangarajan
- , V. Sarathy
- , S. Selvanayagam
- , D. Vedage
- & M. White
Royal Blackburn Teaching Hospital, Blackburn, UK
- M. Smith
- , N. Truman
- , S. Chukkambotla
- , S. Keith
- , J. Cockerill-Taylor
- , J. Ryan-Smith
- , R. Bolton
- , P. Springle
- , J. Dykes
- , J. Thomas
- , M. Khan
- , M. T. Hijazi
- , E. Massey
- & G. Croston
Poole Hospital, Poole, UK
- H. Reschreite r
- , J. Camsooksai
- , S. Patch
- , S. Jenkins
- , C. Humphrey
- , B. Wadams
- & J. Camsooksai
Medway Maritime Hospital, Gillingham, UK
- B. Bhatia
- , M. Msiska
- & O. Adanini
Warwick Hospital, Warwick, UK
- B. Attwood
- & P. Parsons
The Royal Marsden Hospital, London, UK
- K. Tatham
- , S. Jhanji
- , E. Black
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- , B. Thomas
- , T. Bemand
- & R. Raobaikady
The Princess Alexandra Hospital, Harlow, UK
- R. Saha
- , N. Staines
- , A. Daniel
- & J. Finn
Musgrove Park Hospital, Taunton, UK
- J. Hutter
- , P. Doble
- , C. Shovelton
- & C. Pawley
George Eliot Hospital NHS Trust, Nuneaton, UK
- T. Kannan
- & M. Hill
East Surrey Hospital, Redhill, UK
- E. Combes
- , S. Monnery
- & T. Joefield
West Middlesex Hospital, Isleworth, UK
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- , M. Thankachen
- & M. Oblak
Warrington General Hospital, Warrington, UK
- J. Little
- , S. McIvor
- , A. Brady
- , H. Whittle
- , H. Prady
- & R. Chan
Southport and Formby District General Hospital, Ormskirk, UK
- A. Ahmed
- & A. Morris
Royal Devon and Exeter Hospital, Exeter, UK
- C. Gibson
- , E. Gordon
- , S. Keenan
- , H. Quinn
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- , S. Marriott
- , L. Zitter
- , L. Park
- & K. Baines
Macclesfield District General Hospital, Macclesfield, UK
- M. Lyons
- , M. Holland
- , N. Keenan
- & M. Young
Borders General Hospital, Melrose, UK
- S. Garrioch
- , J. Dawson
- & M. Tolson
Birmingham Children’s Hospital, Birmingham, UK
- B. Scholefield
- & R. Bi
William Harvey Hospital, Ashford, UK
- N. Richardson
- , N. Schumacher
- , T. Cosier
- & G. Millen
Royal Lancaster Infirmary, Lancaster, UK
- A. Higham
- & K. Simpson
Queen Elizabeth the Queen Mother Hospital, Margate, UK
- S. Turki
- , L. Allen
- , N. Crisp
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- , A. Knight
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- , C. Price
- , S. Turney
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- & E. Beranova
Liverpool Heart and Chest Hospital, Liverpool, UK
- D. Wright
- , L. Georg
- & S. Twiss
Darlington Memorial Hospital, Darlington, UK
- A. Cowton
- , S. Wadd
- & K. Postlethwaite
Southend University Hospital, Westcliff-on-Sea, UK
- P. Gondo
- , B. Masunda
- , A. Kayani
- & B. Hadebe
Raigmore Hospital, Inverness, UK
- J. Whiteside
- , R. Campbell
- & N. Clarke
Salisbury District Hospital, Salisbury, UK
- P. Donnison
- , F. Trim
- & I. Leadbitter
Peterborough City Hospital, Peterborough, UK
- D. Butcher
- & S. O’Sullivan
Ipswich Hospital, Ipswich, UK
- B. Purewal
- , B. Purewal
- , S. Bell
- & V. Rivers
Hereford County Hospital, Hereford, UK
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- , J. Birch
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- , K. Hammerton
- & E. Andrews
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- A. Higham
- & K. Burns
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- I. Edmond
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- , J. Donnachie
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- , N. Runciman
- & F. Auld
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- , P. Mercer
- & L. Thornton
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- G. Debreceni
- , J. Wilkins
- , A. Brown
- & V. Crickmore
Royal Manchester Children’s Hospital, Manchester, UK
- G. Subramanian
- , R. Marshall
- , C. Jennings
- , M. Latif
- & L. Bunni
Royal Cornwall Hospital, Truro, UK
- M. Spivey
- , S. Bean
- & K. Burt
Queen Elizabeth Hospital Gateshead, Gateshead, UK
- V. Linnett
- , J. Ritzema
- , A. Sanderson
- , W. McCormick
- & M. Bokhari
Kent & Canterbury Hospital, Canterbury, UK
- R. Kapoor
- & D. Loader
James Paget University Hospital NHS Trust, Great Yarmouth, UK
- A. Ayers
- , W. Harrison
- & J. North
Darent Valley Hospital, Dartford, UK
- Z. Belagodu
- , R. Parasomthy
- , O. Olufuwa
- , A. Gherman
- , B. Fuller
- & C. Stuart
The Alexandra Hospital, Redditch and Worcester Royal Hospital, Worcester, UK
- O. Kelsall
- , C. Davis
- , L. Wild
- , H. Wood
- , J. Thrush
- , A. Durie
- , K. Austin
- , K. Archer
- , P. Anderson
- & C. Vigurs
Ysbyty Gwynedd, Bangor, UK
- C. Thorpe
- , A. Thomas
- , E. Knights
- , N. Boyle
- & A. Price
Yeovil Hospital, Yeovil, UK
- A. Kubisz-Pudelko
- , D. Wood
- , A. Lewis
- , S. Board
- , L. Pippard
- , J. Perry
- & K. Beesley
University Hospital Hairmyres, East Kilbride, UK
- A. Rattray
- , M. Taylor
- , E. Lee
- , L. Lennon
- , K. Douglas
- , D. Bell
- , R. Boyle
- & L. Glass
Scunthorpe General Hospital, Scunthorpe, UK
- M. Nauman Akhtar
- , K. Dent
- , D. Potoczna
- , S. Pearson
- , E. Horsley
- & S. Spencer
Princess Royal Hospital Brighton, West Sussex, UK
- C. Phillips
- , D. Mullan
- , D. Skinner
- , J. Gaylard
- & L. Ortiz-Ruizdegordoa
Lincoln County Hospital, Lincoln, UK
- R. Barber
- , C. Hewitt
- , A. Hilldrith
- , S. Shepardson
- , M. Wills
- & K. Jackson-Lawrence
Homerton University Hospital, London, UK
- A. Gupta
- , A. Easthope
- , E. Timlick
- & C. Gorman
Glangwili General Hospital, Camarthen, UK
- I. Otaha
- , A. Gales
- , S. Coetzee
- , M. Raj
- & M. Peiu
Ealing Hospital, Southall, UK
- V. Parris
- , S. Quaid
- & E. Watson
Scarborough General Hospital, Scarborough, UK
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- , J. Mallinson
- , B. Chandler
- & A. Turnbull
Royal Albert Edward Infirmary, Wigan, UK
- A. Quinn
- , C. Finch
- , C. Holl
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- & A. Evans
Queen Elizabeth Hospital, Woolwich, London, UK
- W. Khaliq
- , A. Collins
- & E. Treus Gude
North Devon District Hospital, Barnstaple, UK
- N. Love
- , L. van Koutrik
- , J. Hunt
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- , P. Jackson
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National Hospital for Neurology and Neurosurgery, London, UK
- D. Brealey
- , E. Raith
- , A. Tariq
- , H. Houlden
- , A. Tucci
- , J. Hardy
- & E. Moncur
Eastbourne District General Hospital, East Sussex, UK and Conquest Hospital, East Sussex, UK
- J. Highgate
- & A. Cowley
Diana Princess of Wales Hospital, Grimsby, UK
- A. Mitra
- , R. Stead
- , T. Behan
- , C. Burnett
- , M. Newton
- , E. Heeney
- , R. Pollard
- & J. Hatton
The Christie NHS Foundation Trust, Manchester, UK
- A. Patel
- , V. Kasipandian
- , S. Allibone
- & R. M. Genetu
Prince Philip Hospital, Lianelli, UK
- I. Otahal
- , L. O’Brien
- , Z. Omar
- , E. Perkins
- & K. Davies
Prince Charles Hospital, Merthyr Tydfil, UK
- D. Tetla
- , C. Pothecary
- & B. Deacon
Golden Jubilee National Hospital, Clydebank, UK
- B. Shelley
- & V. Irvine
Dorset County Hospital, Dorchester, UK
- S. Williams
- , P. Williams
- , J. Birch
- , J. Goodsell
- , R. Tutton
- , L. Bough
- & B. Winter-Goodwin
Calderdale Royal Hospital, Halifax, UK
- R. Kitson
- , J. Pinnell
- , A. Wilson
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- , T. Wood
- , M. Home
- , K. Holdroyd
- , M. Robinson
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- , R. Shaw
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- , M. Brady
- , A. Haigh
- , L. Matupe
- , M. Usher
- , S. Mellor
- , S. Dale
- , L. Gledhill
- , L. Shaw
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- , H. Riley
- , H. Sturgeon
- , A. Ali
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- , D. Melia
- , A. Dance
- & K. Hanson
West Suffolk Hospital, Suffolk, UK
- S. Humphreys
- , I. Frost
- , V. Gopal
- , J. Godden
- , A. Holden
- & S. Swann
West Cumberland Hospital, Whitehaven, UK
- T. Smith
- , M. Clapham
- , U. Poultney
- , R. Harper
- & P. Rice
University Hospital Lewisham, London, UK
- W. Khaliq
- , R. Reece-Anthony
- & B. Gurung
St John’s Hospital Livingston, Livingston, UK
- S. Moultrie
- & M. Odam
Sheffield Children’s Hospital, Sheffield, UK
- A. Mayer
- , A. Bellini
- , A. Pickard
- , J. Bryant
- , N. Roe
- & J. Sowter
Hinchingbrooke Hospital, Huntingdon, UK
- D. Butcher
- , K. Lang
- & J. Taylor
Glenfield Hospital, Leicester, UK
- P. Barry
Bronglais General Hospital, Aberystwyth, UK
- M. Hobrok
- , H. Tench
- , R. Wolf-Roberts
- , H. McGuinness
- & R. Loosley
Alder Hey Children’s Hospital, Liverpool, UK
- D. Hawcutt
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- & N. Rogers
University Hospital Monklands, Airdrie, UK
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- , H. Margaret
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- , L. Glass
- , B. Welsh
- , R. Hamill
- & F. Fisher
Cumberland Infirmary, Carlisle, UK
- T. Smith
- , J. Gregory
- & A. Brown
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- ISARIC4C Consortium
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- , Malcolm G. Semple
- , Peter J. M. Openshaw
- , Gail Carson
- , Beatrice Alex
- , Benjamin Bach
- , Wendy S. Barclay
- , Debby Bogaert
- , Meera Chand
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- , Annemarie B. Docherty
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- , David Stuart
- , Charlotte Summers
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- , Lance CW Turtle
- & Maria Zambon
Project management team
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- , Chloe Donohue
- , Ruth Lyons
- , Fiona Griffiths
- & Wilna Oosthuyzen
Data analysis team
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- , Riinu Pius
- , Thomas M. Drake
- , Cameron J. Fairfield
- , Stephen R. Knight
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- , Derek Murphy
- & Catherine A. Shaw
Data architecture team
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Data analysis and management team
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- , Victoria Shaw
- , Sara McDonald
- & Seán Keating
The COVID-19 Human Genetics Initiative
HGI Consortium (Covid-19 Host Genetics Initiative)
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- , Patrick Sulem
- , David A. van Heel
- , Mattia Cordioli
- , Alessandra Renieri
- , Gardar Sveinbjornsson
- , Mari E. K. Niemi
- & Alex Pereira
23andMe Investigators
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- , Anjali J. Shastri
- , Chelsea Ye
- , Catherine H. Weldon
- , Teresa Filshtein-Sonmez
- , Daniella Coker
- , Antony Symons
- , Jorge Esparza-Gordillo
- , The 23andMe COVID-19 Team
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- & Adam Auton
BRACOVID Investigators
BRACOVID Contributors
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- , Jose E. Krieger
- , Emmanuelle Marques
- & Cinthia E. Jannes
Gen-COVID Investigators
GEN-COVID Contributors
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- , Sabino Scolletta
- , Federico Franchi
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- , Mario U. Mondelli
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- , Saverio Giuseppe Parisi
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- , Maria Eugenia Quiros-Roldan
- , Paola Magro
- , Isabella Zanella
- , Matteo Della Monica
- , Carmelo Piscopo
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- , Immacolata Andolfo
- , Achille Iolascon
- , Giuseppe Fiorentino
- , Massimo Carella
- , Marco Castori
- , Giuseppe Merla
- , Filippo Aucella
- , Pamela Raggi
- , Carmen Marciano
- , Rita Perna
- , Matteo Bassetti
- , Antonio Di Biagio
- , Maurizio Sanguinetti
- , Luca Masucci
- , Serafina Valente
- , Marco Mandalà
- , Alessia Giorli
- , Lorenzo Salerni
- , Patrizia Zucchi
- , Pierpaolo Parravicini
- , Elisabetta Menatti
- , Stefano Baratti
- , Tullio Trotta
- , Ferdinando Giannattasio
- , Gabriella Coiro
- , Fabio Lena
- , Domenico A. Coviello
- , Cristina Mussini
- , Giancarlo Bosio
- , Enrico Martinelli
- , Sandro Mancarella
- , Luisa Tavecchia
- , Lia Crotti
- , Nicola Picchiotti
- , Marco Gori
- , Chiara Gabbi
- , Maurizio Sanarico
- , Stefano Ceri
- , Pietro Pinoli
- , Francesco Raimondi
- , Filippo Biscarini
- & Alessandra Stella
Corresponding author
Correspondence to J. Kenneth Baillie.
Supplementary information
Supplementary Information
Supplementary Data Tables (10) and Supplementary Figures (20) describing details of GWAS analyses, meta-analysis, demographics, recruitment and severity, Mendelian randomisation, transcriptome-wide association study, gene-level burden of significance, and heritability.
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Pairo-Castineira, E., Clohisey, S., Klaric, L. et al. Genetic mechanisms of critical illness in Covid-19. Nature (2020). https://doi.org/10.1038/s41586-020-03065-y
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