Epigenome-wide association study of COVID-19 severity with respiratory failure

被引:93
作者
Castro de Moura, Manuel [1 ]
Davalos, Veronica [1 ]
Planas-Serra, Laura [2 ]
Alvarez-Errico, Damiana [1 ]
Arribas, Carles [1 ]
Ruiz, Montserrat [2 ]
Aguilera-Albesa, Sergio [5 ]
Troya, Jesus [8 ]
Valencia-Ramos, Juan [9 ]
Velez-Santamaria, Valentina [2 ,3 ]
Rodriguez-Palmero, Agusti [2 ,4 ]
Villar-Garcia, Judit [7 ]
Horcajada, Juan P. [7 ]
Albu, Sergiu [6 ]
Casasnovas, Carlos [2 ,3 ]
Rull, Anna [10 ]
Reverte, Laia [10 ]
Dietl, Beatriz [11 ]
Dalmau, David [12 ]
Arranz, Maria J. [13 ,14 ]
Llucia-Carol, Laia [15 ]
Planas, Anna M. [16 ]
Perez-Tur, Jordi [17 ]
Fernandez-Cadenas, Israel [15 ]
Villares, Paula [18 ]
Tenorio, Jair [19 ,20 ]
Colobran, Roger [21 ]
Martin-Nalda, Andrea [22 ]
Soler-Palacin, Pere [22 ]
Vidal, Francesc [10 ]
Pujol, Aurora [2 ,20 ,24 ]
Esteller, Manel [1 ,23 ,24 ,25 ]
机构
[1] Josep Carreras Leukaemia Res Inst IJC, Barcelona 08916, Catalonia, Spain
[2] Bellvitge Biomed Res Inst IDIBELL, Neurometab Dis Lab, Barcelona 08908, Catalonia, Spain
[3] Bellvitge Univ Hosp, Barcelona, Catalonia, Spain
[4] Univ Hosp Germans Trias & Pujol, Barcelona, Catalonia, Spain
[5] Navarra Hlth Serv Hosp, Pamplona, Spain
[6] Inst Guttmann Fdn, Barcelona, Catalonia, Spain
[7] Hosp del Mar IMIM Biomed Res Inst, Barcelona, Catalonia, Spain
[8] Infanta Leonor Univ Hosp, Madrid, Spain
[9] Univ Hosp Burgos, Burgos, Spain
[10] Univ Rovira & Virgili, Hosp Univ Tarragona Joan XXIII, IISPV, Tarragona, Catalonia, Spain
[11] Univ Barcelona, Serv Malalties Infeccioses Hosp Univ MutuaTerrass, Barcelona, Catalonia, Spain
[12] Univ Barcelona, HIV AIDS Unit Hosp Univ MutuaTerrassa, MutuaTerrassa Res & Innovat Fdn, Barcelona, Catalonia, Spain
[13] Fundacio Docencia & Recerca Mutua Terrassa, Barcelona, Catalonia, Spain
[14] Hosp Univ Mutua Terrassa, Barcelona, Catalonia, Spain
[15] St Pau Hosp, St Pau Inst Res, Stroke Pharmacogen & Genet Grp, Barcelona, Catalonia, Spain
[16] Inst Invest Biomed August Pi & Sunyer IDIBAPS, Inst Invest Biomed Barcelona IIBB, Dept Brain Ischem & Neurodegenerat, CSIC,Area Neurosci, Barcelona, Catalonia, Spain
[17] IIS La Fe, Inst Biomed Valencia CSIC, Unitat Mixta Neurol & Genet, CIBERNED, Vallencia, Spain
[18] Hosp HM Sanchinarro, HM Hosp, Internal Med Dept, Madrid, Spain
[19] Hosp Univ La Paz, INGEMM Inst Genet Med & Mol, Madrid, Spain
[20] ISCIII, Ctr Biomed Res Rare Dis CIBERER, Madrid, Spain
[21] UAB, Hosp Univ Vall dHebron, Immunol Div, Vall dHebron Res Inst,Genet Dept, Vall dHebron Barcelona Hosp Campus, Barcelona, Catalonia, Spain
[22] Hosp Univ Vall dHebron, Pediat Infect Dis & Immunodeficiencies Unit, Vall dHebron Barcelona Hosp Campus, Barcelona, Catalonia, Spain
[23] Ctr Invest Biomed Red Canc CIBERONC, Madrid, Spain
[24] Inst Catalana Recerca & Estudis Avancats ICREA, Barcelona, Catalonia, Spain
[25] Univ Barcelona UB, Sch Med & Hlth Sci, Physiol Sci Dept, Barcelona, Catalonia, Spain
关键词
Coronavirus; SARS-CoV-2; COVID-19; Epigenetics; DNA methylation; DNA METHYLATION; MGMT;
D O I
10.1016/j.ebiom.2021.103339
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Patients infected with the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), responsible for the coronavirus disease 2019 (COVID-19), exhibit a wide spectrum of disease behaviour. Since DNA methylation has been implicated in the regulation of viral infections and the immune system, we performed an epigenome-wide association study (EWAS) to identify candidate loci regulated by this epigenetic mark that could be involved in the onset of COVID-19 in patients without comorbidities. Methods: Peripheral blood samples were obtained from 407 confirmed COVID-19 patients <= 61 years of age and without comorbidities, 194 (47.7%) of whom had mild symptomatology that did not involve hospitaliza-tion and 213 (52.3%) had a severe clinical course that required respiratory support. The set of cases was divided into discovery (n = 207) and validation (n = 200) cohorts, balanced for age and sex of individuals. We analysed the DNA methylation status of 850,000 CpG sites in these patients. Findings: The DNA methylation status of 44 CpG sites was associated with the clinical severity of COVID-19. Of these loci, 23 (52.3%) were located in 20 annotated coding genes. These genes, such as the inflammasome component Absent in Melanoma 2 (AIM2) and the Major Histocompatibility Complex, class I C (HLA-C) candi-dates, were mainly involved in the response of interferon to viral infection. We used the EWAS-identified sites to establish a DNA methylation signature (EPICOVID) that is associated with the severity of the disease. Interpretation: We identified DNA methylation sites as epigenetic susceptibility loci for respiratory failure in COVID-19 patients. These candidate biomarkers, combined with other clinical, cellular and genetic factors, could be useful in the clinical stratification and management of patients infected with the SARS-CoV-2. (C) 2021 The Authors. Published by Elsevier B.V.
引用
收藏
页数:10
相关论文
共 68 条
[1]   Autoantibodies against type I IFNs in patients with life-threatening COVID-19 [J].
Bastard, Paul ;
Rosen, Lindsey B. ;
Zhang, Qian ;
Michailidis, Eleftherios ;
Hoffmann, Hans-Heinrich ;
Zhang, Yu ;
Dorgham, Karim ;
Philippot, Quentin ;
Rosain, Jeremie ;
Beziat, Vivien ;
Manry, Jeremy ;
Shaw, Elana ;
Haljasmagi, Liis ;
Peterson, Part ;
Lorenzo, Lazaro ;
Bizien, Lucy ;
Trouillet-Assant, Sophie ;
Dobbs, Kerry ;
de Jesus, Adriana Almeida ;
Belot, Alexandre ;
Kallaste, Anne ;
Catherinot, Emilie ;
Tandjaoui-Lambiotte, Yacine ;
Le Pen, Jeremie ;
Kerner, Gaspard ;
Bigio, Benedetta ;
Seeleuthner, Yoann ;
Yang, Rui ;
Bolze, Alexandre ;
Spaan, Andras N. ;
Delmonte, Ottavia M. ;
Abers, Michael S. ;
Aiuti, Alessandro ;
Casari, Giorgio ;
Lampasona, Vito ;
Piemonti, Lorenzo ;
Ciceri, Fabio ;
Bilguvar, Kaya ;
Lifton, Richard P. ;
Vasse, Marc ;
Smadja, David M. ;
Migaud, Melanie ;
Hadjadj, Jerome ;
Terrier, Benjamin ;
Duffy, Darragh ;
Quintana-Murci, Lluis ;
van de Beek, Diederik ;
Roussel, Lucie ;
Vinh, Donald C. ;
Tangye, Stuart G. .
SCIENCE, 2020, 370 (6515) :423-+
[2]   Natural human genetic variation determines basal and inducible expression of PM20D1, an obesity-associated gene [J].
Benson, Kiara K. ;
Hu, Wenxiang ;
Weller, Angela H. ;
Bennett, Alexis H. ;
Chen, Eric R. ;
Khetarpal, Sumeet A. ;
Yoshino, Satoshi ;
Bone, William P. ;
Wang, Lin ;
Rabinowitz, Joshua D. ;
Voight, Benjamin F. ;
Soccio, Raymond E. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019, 116 (46) :23232-23242
[3]   Clinical epigenetics: seizing opportunities for translation [J].
Berdasco, Maria ;
Esteller, Manel .
NATURE REVIEWS GENETICS, 2019, 20 (02) :109-127
[4]   Severe Covid-19 [J].
Berlin, David A. ;
Gulick, Roy M. ;
Martinez, Fernando J. .
NEW ENGLAND JOURNAL OF MEDICINE, 2020, 383 (25) :2451-2460
[5]   Practical implementation of DNA methylation and copy-number-based CNS tumor diagnostics: the Heidelberg experience [J].
Capper, David ;
Stichel, Damian ;
Sahm, Felix ;
Jones, David T. W. ;
Schrimpf, Daniel ;
Sill, Martin ;
Schmid, Simone ;
Hovestadt, Volker ;
Reuss, David E. ;
Koelsche, Christian ;
Reinhardt, Annekathrin ;
Wefers, Annika K. ;
Huang, Kristin ;
Sievers, Philipp ;
Ebrahimi, Azadeh ;
Schoeler, Anne ;
Teichmann, Daniel ;
Koch, Arend ;
Haenggi, Daniel ;
Unterberg, Andreas ;
Platten, Michael ;
Wick, Wolfgang ;
Witt, Olaf ;
Milde, Till ;
Korshunov, Andrey ;
Pfister, Stefan M. ;
von Deimling, Andreas .
ACTA NEUROPATHOLOGICA, 2018, 136 (02) :181-210
[6]  
Chaudhary Rahul, 2021, Mayo Clin Proc Innov Qual Outcomes, V5, P388, DOI 10.1016/j.mayocpiqo.2021.01.009
[7]   Epigenome-wide association study on asthma and chronic obstructive pulmonary disease overlap reveals aberrant DNA methylations related to clinical phenotypes [J].
Chen, Yung-Che ;
Tsai, Ying-Huang ;
Wang, Chin-Chou ;
Liu, Shih-Feng ;
Chen, Ting-Wen ;
Fang, Wen-Feng ;
Lee, Chiu-Ping ;
Hsu, Po-Yuan ;
Chao, Tung-Ying ;
Wu, Chao-Chien ;
Wei, Yu-Feng ;
Chang, Huang-Chih ;
Tsen, Chia-Cheng ;
Chang, Yu-Ping ;
Lin, Meng-Chih .
SCIENTIFIC REPORTS, 2021, 11 (01)
[8]   Whole Genome DNA Methylation Analysis of Active Pulmonary Tuberculosis Disease Identifies Novel Epigenotypes: PARP9/miR-505/RASGRP4/GNG12 Gene Methylation and Clinical Phenotypes [J].
Chen, Yung-Che ;
Hsiao, Chang-Chun ;
Chen, Ting-Wen ;
Wu, Chao-Chien ;
Chao, Tung-Ying ;
Leung, Sum-Yee ;
Eng, Hock-Liew ;
Lee, Chiu-Ping ;
Wang, Ting-Ya ;
Lin, Meng-Chih .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2020, 21 (09)
[9]   Immunoinformatic approach to assess SARS-CoV-2 protein S epitopes recognised by the most frequent MHC-I alleles in the Brazilian population [J].
de Moura, Ronald Rodrigues ;
Agrelli, Almerinda ;
Santos-Silva, Carlos Andre ;
Silva, Natalia ;
Assuncao, Bruno Rodrigo ;
Brandao, Lucas ;
Benko-Iseppon, Ana Maria ;
Crovella, Sergio .
JOURNAL OF CLINICAL PATHOLOGY, 2021, 74 (08) :528-532
[10]   HLA variation and disease [J].
Dendrou, Calliope A. ;
Petersen, Jan ;
Rossjohn, Jamie ;
Fugger, Lars .
NATURE REVIEWS IMMUNOLOGY, 2018, 18 (05) :325-339