Evidence map›Paper›PMID 33867313›Full record

ArticleEBioMedicine2021

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

Manuel Castro de Moura, Veronica Davalos, Laura Planas-Serra, Damiana Alvarez-Errico, Carles Arribas, Montserrat Ruiz, Sergio Aguilera-Albesa, Jesús Troya, Juan Valencia-Ramos, Valentina Vélez-Santamaria and 22 more

Open access · goldAbstract read
In one paragraph

Article in EBioMedicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 84 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
84citing papers in PubMed, 1 pooled it
9.4field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

84 citing papers in PubMed, 1 synthesis or guideline pooled it, 159 citations in OpenAlex.

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24 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

32 authors at 18 institutions in 1 country.

Manuel Castro de MouraJosep Carreras Leukaemia Research Institute (IJC), 08916 Badalona, Barcelona, Catalonia, Spain.
Veronica DavalosJosep Carreras Leukaemia Research Institute (IJC), 08916 Badalona, Barcelona, Catalonia, Spain.
Laura Planas-SerraNeurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), 08908 L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain.
Damiana Alvarez-ErricoJosep Carreras Leukaemia Research Institute (IJC), 08916 Badalona, Barcelona, Catalonia, Spain.
Carles ArribasJosep Carreras Leukaemia Research Institute (IJC), 08916 Badalona, Barcelona, Catalonia, Spain.
Montserrat RuizNeurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), 08908 L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain.
Sergio Aguilera-AlbesaNavarra Health Service Hospital, Pamplona, Spain.
Jesús TroyaInfanta Leonor University Hospital, Madrid, Spain.
Juan Valencia-RamosUniversity Hospital of Burgos, Burgos, Spain.
Valentina Vélez-SantamariaNeurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), 08908 L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain; Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain.
Agustí Rodríguez-PalmeroNeurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), 08908 L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain; University Hospital Germans Trias i Pujol, Badalona, Barcelona, Catalonia, Spain.
Judit Villar-GarciaHospital del Mar - IMIM Biomedical Research Institute, Barcelona, Catalonia, Spain.
Juan P HorcajadaHospital del Mar - IMIM Biomedical Research Institute, Barcelona, Catalonia, Spain.
Sergiu AlbuInstitut Guttmann Foundation, Badalona, Barcelona, Catalonia, Spain.
Carlos CasasnovasNeurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), 08908 L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain; Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain.
Anna RullHospital Universitari de Tarragona Joan XXIII, IISPV, Universitat Rovira i Virgili, Tarragona, Catalonia, Spain.
Laia ReverteHospital Universitari de Tarragona Joan XXIII, IISPV, Universitat Rovira i Virgili, Tarragona, Catalonia, Spain.
Beatriz DietlServei de malalties infeccioses Hospital Universitari MutuaTerrassa, Universitat de Barcelona, Barcelona, Catalonia, Spain.
David DalmauMutuaTerrassa Research and Innovation Foundation, HIV/AIDS Unit Hospital Universitari MutuaTerrassa, University of Barcelona, Barcelona, Catalonia, Spain.
Maria J ArranzFundaciò Docència i Recerca Mutua Terrassa i Hospital Universitari Mutua Terrassa, Barcelona, Catalonia, Spain.
Laia Llucià-CarolStroke Pharmacogenomics and Genetics Group, Sant Pau Institute of Research, Sant Pau Hospital, Barcelona, Catalonia, Spain.
Anna M PlanasDepartment of Brain Ischemia and Neurodegeneration, Institut d'Investigacions Biomèdiques de Barcelona (IIBB), Consejo Superior de Investigaciones Científicas (CSIC), Area of Neurosciences, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Catalonia, Spain.
Jordi Pérez-TurInstitut de Biomedicina de València-CSIC, CIBERNED, Unitat Mixta de Neurologia i Genètica, IIS La Fe, Vallencia, Spain.
Israel Fernandez-CadenasStroke Pharmacogenomics and Genetics Group, Sant Pau Institute of Research, Sant Pau Hospital, Barcelona, Catalonia, Spain.
Paula VillaresInternal Medicine Department, Hospital HM Sanchinarro, HM Hospitales, Madrid, Spain.
Jair TenorioINGEMM-Instituto de Genética Médica y Molecular, Hospital Universitario La Paz, Madrid, Spain; Center for Biomedical Research on Rare Diseases (CIBERER), ISCIII, Madrid, Spain.
Roger ColobranImmunology Division, Genetics Department, Hospital Universitari Vall d'Hebron, Vall d'Hebron Research Institute, Vall d'Hebron Barcelona Hospital Campus, UAB, Barcelona, Catalonia, Spain.
Andrea Martin-NaldaPediatric Infectious Diseases and Immunodeficiencies Unit, Hospital Universitari Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Catalonia, Spain.
Pere Soler-PalacinPediatric Infectious Diseases and Immunodeficiencies Unit, Hospital Universitari Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Catalonia, Spain.
Francesc VidalHospital Universitari de Tarragona Joan XXIII, IISPV, Universitat Rovira i Virgili, Tarragona, Catalonia, Spain.
Aurora PujolNeurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), 08908 L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain; Center for Biomedical Research on Rare Diseases (CIBERER), ISCIII, Madrid, Spain; Institucio Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain. Electronic address: apujol@idibell.cat.
Manel EstellerJosep Carreras Leukaemia Research Institute (IJC), 08916 Badalona, Barcelona, Catalonia, Spain; Centro de Investigación Biomédica en Red de Cancer (CIBERONC), Spain; Institucio Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain; Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona (UB), Catalonia, Spain. Electronic address: mesteller@carrerasresearch.org.
Josep Carreras Leukaemia Research Institute · ESBellvitge University Hospital · ESInstitut de Recerca Biomèdica Catalunya Sud · ESHospital de Sant Pau · ESInstitució Catalana de Recerca i Estudis Avançats · ESInstitut d'Investigació Biomédica de Bellvitge · ESMútua Terrassa · ESVall d'Hebron Hospital Universitari · ESBiomedical Research Networking Center on Neurodegenerative Diseases · ESComplejo Hospitalario de Navarra · ESConsejo Superior de Investigaciones Científicas · ESHM Hospitales · ESHospital Universitario de Burgos · ESHospital Universitario Infanta Leonor · ESHospital Universitario La Paz · ESInstitut Guttmann · ESUniversity Hospital Mútua de Terrassa · ESVall d'Hebron Institut de Recerca · ES

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPatients 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.

methodsPeripheral 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 hospitalization 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.

findingsThe 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) candidates, 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.

interpretationWe 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.

fundingThe Unstoppable campaign of the Josep Carreras Leukaemia Foundation, the Cellex Foundation and the CERCA Programme/Generalitat de Catalunya.

Indexed as

DNA MethylationEpigenomeAdultCohort StudiesCOVID-19CpG IslandsFemaleGenome-Wide Association StudyHumansInterferonsMaleMiddle AgedReproducibility of ResultsRespiratory InsufficiencySeverity of Illness IndexSpainInterferonsCoronavirusCOVID-19DNA methylationEpigeneticsSARS-CoV-2

Identifiers

PMID33867313
PMCPMC8047083
OpenAlexW3154872222

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.