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Genetic mechanisms of critical illness in COVID-19

Author

Listed:
  • Erola Pairo-Castineira

    (University of Edinburgh
    University of Edinburgh, Western General Hospital)

  • Sara Clohisey

    (University of Edinburgh)

  • Lucija Klaric

    (University of Edinburgh, Western General Hospital)

  • Andrew D. Bretherick

    (University of Edinburgh, Western General Hospital)

  • Konrad Rawlik

    (University of Edinburgh)

  • Dorota Pasko

    (Genomics England)

  • Susan Walker

    (Genomics England)

  • Nick Parkinson

    (University of Edinburgh)

  • Max Head Fourman

    (University of Edinburgh)

  • Clark D. Russell

    (University of Edinburgh
    University of Edinburgh)

  • James Furniss

    (University of Edinburgh)

  • Anne Richmond

    (University of Edinburgh, Western General Hospital)

  • Elvina Gountouna

    (University of Edinburgh, Western General Hospital)

  • Nicola Wrobel

    (University of Edinburgh)

  • David Harrison

    (Intensive Care National Audit & Research Centre)

  • Bo Wang

    (University of Edinburgh)

  • Yang Wu

    (The University of Queensland)

  • Alison Meynert

    (University of Edinburgh, Western General Hospital)

  • Fiona Griffiths

    (University of Edinburgh)

  • Wilna Oosthuyzen

    (University of Edinburgh)

  • Athanasios Kousathanas

    (Genomics England)

  • Loukas Moutsianas

    (Genomics England)

  • Zhijian Yang

    (Sun Yat-sen University)

  • Ranran Zhai

    (Sun Yat-sen University)

  • Chenqing Zheng

    (Sun Yat-sen University)

  • Graeme Grimes

    (University of Edinburgh, Western General Hospital)

  • Rupert Beale

    (The Crick Institute)

  • Jonathan Millar

    (University of Edinburgh)

  • Barbara Shih

    (University of Edinburgh)

  • Sean Keating

    (Intensive Care Unit, Royal Infirmary of Edinburgh)

  • Marie Zechner

    (University of Edinburgh)

  • Chris Haley

    (University of Edinburgh)

  • David J. Porteous

    (University of Edinburgh, Western General Hospital)

  • Caroline Hayward

    (University of Edinburgh, Western General Hospital
    University of Edinburgh, Western General Hospital)

  • Jian Yang

    (Westlake University
    Westlake Laboratory of Life Sciences and Biomedicine)

  • Julian Knight

    (University of Oxford)

  • Charlotte Summers

    (University of Cambridge)

  • Manu Shankar-Hari

    (Guy’s and St Thomas’ NHS Foundation Trust
    School of Immunology and Microbial Sciences, King’s College London)

  • Paul Klenerman

    (University of Oxford)

  • Lance Turtle

    (University of Liverpool)

  • Antonia Ho

    (University of Glasgow)

  • Shona C. Moore

    (University of Liverpool)

  • Charles Hinds

    (Queen Mary University of London)

  • Peter Horby

    (University of Oxford)

  • Alistair Nichol

    (Clinical Research Centre at St Vincent’s University Hospital, University College Dublin
    Monash University
    Intensive Care Unit, Alfred Hospital)

  • David Maslove

    (Queen’s University and Kingston Health Sciences Centre, Kingston)

  • Lowell Ling

    (The Chinese University of Hong Kong, Prince of Wales Hospital)

  • Danny McAuley

    (Queen’s University Belfast
    Royal Victoria Hospital)

  • Hugh Montgomery

    (University College London)

  • Timothy Walsh

    (Intensive Care Unit, Royal Infirmary of Edinburgh)

  • Alexandre C. Pereira

    (University of São Paulo
    University of São Paulo)

  • Alessandra Renieri

    (University of Siena
    Genetica Medica, Azienda Ospedaliero-Universitaria Senese)

  • Xia Shen

    (Sun Yat-sen University
    Usher Institute of Population Health Sciences and Informatics
    Karolinska Institutet)

  • Chris P. Ponting

    (University of Edinburgh, Western General Hospital)

  • Angie Fawkes

    (University of Edinburgh)

  • Albert Tenesa

    (University of Edinburgh
    University of Edinburgh, Western General Hospital
    Usher Institute of Population Health Sciences and Informatics)

  • Mark Caulfield

    (Genomics England
    Queen Mary University of London)

  • Richard Scott

    (Genomics England
    Great Ormond Street Hospital for Children NHS Foundation Trust)

  • Kathy Rowan

    (Intensive Care National Audit & Research Centre)

  • Lee Murphy

    (University of Edinburgh)

  • Peter J. M. Openshaw

    (National Heart and Lung Institute, Imperial College London
    Imperial College Healthcare NHS Trust London)

  • Malcolm G. Semple

    (University of Liverpool
    University of Liverpool)

  • Andrew Law

    (University of Edinburgh)

  • Veronique Vitart

    (University of Edinburgh, Western General Hospital)

  • James F. Wilson

    (University of Edinburgh, Western General Hospital
    Usher Institute of Population Health Sciences and Informatics)

  • J. Kenneth Baillie

    (University of Edinburgh
    University of Edinburgh, Western General Hospital
    Intensive Care Unit, Royal Infirmary of Edinburgh)

Abstract

Host-mediated lung inflammation is present1, and drives mortality2, in the critical illness caused by coronavirus disease 2019 (COVID-19). Host genetic variants associated with critical illness may identify mechanistic targets for therapeutic development3. Here we report the results of the GenOMICC (Genetics Of Mortality In Critical Care) genome-wide association study in 2,244 critically ill patients with COVID-19 from 208 UK intensive care units. We have identified and replicated the following new genome-wide significant associations: on chromosome 12q24.13 (rs10735079, P = 1.65 × 10−8) in a gene cluster that encodes antiviral restriction enzyme activators (OAS1, OAS2 and OAS3); on chromosome 19p13.2 (rs74956615, P = 2.3 × 10−8) near the gene that encodes tyrosine kinase 2 (TYK2); on chromosome 19p13.3 (rs2109069, P = 3.98 × 10−12) within the gene that encodes dipeptidyl peptidase 9 (DPP9); and on chromosome 21q22.1 (rs2236757, P = 4.99 × 10−8) in the interferon receptor gene IFNAR2. We identified potential targets for repurposing of licensed medications: using Mendelian randomization, we found evidence that low expression of IFNAR2, or high expression of TYK2, are associated with life-threatening disease; and 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. However, large-scale randomized clinical trials will be essential before any change to clinical practice.

Suggested Citation

  • 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 & Ann, 2021. "Genetic mechanisms of critical illness in COVID-19," Nature, Nature, vol. 591(7848), pages 92-98, March.
  • Handle: RePEc:nat:nature:v:591:y:2021:i:7848:d:10.1038_s41586-020-03065-y
    DOI: 10.1038/s41586-020-03065-y
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    Cited by:

    1. Shelly J. Robertson & Olivia Bedard & Kristin L. McNally & Carl Shaia & Chad S. Clancy & Matthew Lewis & Rebecca M. Broeckel & Abhilash I. Chiramel & Jeffrey G. Shannon & Gail L. Sturdevant & Rebecca , 2023. "Genetically diverse mouse models of SARS-CoV-2 infection reproduce clinical variation in type I interferon and cytokine responses in COVID-19," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    2. Elsa Brunet-Ratnasingham & Sacha Morin & Haley E. Randolph & Marjorie Labrecque & Justin Bélair & Raphaël Lima-Barbosa & Amélie Pagliuzza & Lorie Marchitto & Michael Hultström & Julia Niessl & Rose Cl, 2024. "Sustained IFN signaling is associated with delayed development of SARS-CoV-2-specific immunity," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    3. Maik Pietzner & Robert Lorenz Chua & Eleanor Wheeler & Katharina Jechow & Julian D. S. Willett & Helena Radbruch & Saskia Trump & Bettina Heidecker & Hugo Zeberg & Frank L. Heppner & Roland Eils & Mar, 2022. "ELF5 is a potential respiratory epithelial cell-specific risk gene for severe COVID-19," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    4. Katarzyna Orlewska & Justyna Klusek & Dorota Zarębska-Michaluk & Kamila Kocańda & Ruslan Oblap & Anna Cedro & Bartosz Witczak & Jolanta Klusek & Andrzej Śliwczyński & Ewa Orlewska, 2023. "Association between Glutathione S-Transferases Gene Variants and COVID-19 Severity in Previously Vaccinated and Unvaccinated Polish Patients with Confirmed SARS-CoV-2 Infection," IJERPH, MDPI, vol. 20(4), pages 1-11, February.
    5. Thomas Liechti & Yaser Iftikhar & Massimo Mangino & Margaret Beddall & Charles W. Goss & Jane A. O’Halloran & Philip A. Mudd & Mario Roederer, 2022. "Immune phenotypes that are associated with subsequent COVID-19 severity inferred from post-recovery samples," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    6. Victoria N. Parikh & Alexander G. Ioannidis & David Jimenez-Morales & John E. Gorzynski & Hannah N. Jong & Xiran Liu & Jonasel Roque & Victoria P. Cepeda-Espinoza & Kazutoyo Osoegawa & Chris Hughes & , 2022. "Deconvoluting complex correlates of COVID-19 severity with a multi-omic pandemic tracking strategy," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    7. Yvonne M. Mueller & Thijs J. Schrama & Rik Ruijten & Marco W. J. Schreurs & Dwin G. B. Grashof & Harmen J. G. van de Werken & Giovanna Jona Lasinio & Daniel Álvarez-Sierra & Caoimhe H. Kiernan & Melis, 2022. "Stratification of hospitalized COVID-19 patients into clinical severity progression groups by immuno-phenotyping and machine learning," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    8. Benjamin J. Schmiedel & Job Rocha & Cristian Gonzalez-Colin & Sourya Bhattacharyya & Ariel Madrigal & Christian H. Ottensmeier & Ferhat Ay & Vivek Chandra & Pandurangan Vijayanand, 2021. "COVID-19 genetic risk variants are associated with expression of multiple genes in diverse immune cell types," Nature Communications, Nature, vol. 12(1), pages 1-12, December.
    9. Guillermo Barturen & Elena Carnero-Montoro & Manuel Martínez-Bueno & Silvia Rojo-Rello & Beatriz Sobrino & Óscar Porras-Perales & Clara Alcántara-Domínguez & David Bernardo & Marta E. Alarcón-Riquelme, 2022. "Whole blood DNA methylation analysis reveals respiratory environmental traits involved in COVID-19 severity following SARS-CoV-2 infection," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    10. Tomoko Nakanishi & Julian Willett & Yossi Farjoun & Richard J. Allen & Beatriz Guillen-Guio & Darin Adra & Sirui Zhou & J. Brent Richards, 2023. "Alternative splicing in lung influences COVID-19 severity and respiratory diseases," Nature Communications, Nature, vol. 14(1), pages 1-12, December.

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