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

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 s...

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Autores principales: Castro de Moura, Manuel, Davalos, Veronica, Planas-Serra, Laura, Alvarez-Errico, Damiana, Arribas, Carles, Ruiz, Montserrat, Aguilera-Albesa, Sergio, Troya, Jesús, Valencia-Ramos, Juan, Vélez-Santamaria, Valentina, Rodríguez-Palmero, Agustí, Villar-Garcia, Judit, Horcajada, Juan P., Albu, Sergiu, Casasnovas, Carlos, Rull, Anna, Reverte, Laia, Dietl, Beatriz, Dalmau, David, Arranz, Maria J., Llucià-Carol, Laia, Planas, Anna M., Pérez-Tur, Jordi, Fernandez-Cadenas, Israel, Villares, Paula, Tenorio, Jair, Colobran, Roger, Martin-Nalda, Andrea, Soler-Palacin, Pere, Vidal, Francesc, Pujol, Aurora, Esteller, Manel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8047083/
https://www.ncbi.nlm.nih.gov/pubmed/33867313
http://dx.doi.org/10.1016/j.ebiom.2021.103339
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author Castro de Moura, Manuel
Davalos, Veronica
Planas-Serra, Laura
Alvarez-Errico, Damiana
Arribas, Carles
Ruiz, Montserrat
Aguilera-Albesa, Sergio
Troya, Jesús
Valencia-Ramos, Juan
Vélez-Santamaria, Valentina
Rodríguez-Palmero, Agustí
Villar-Garcia, Judit
Horcajada, Juan P.
Albu, Sergiu
Casasnovas, Carlos
Rull, Anna
Reverte, Laia
Dietl, Beatriz
Dalmau, David
Arranz, Maria J.
Llucià-Carol, Laia
Planas, Anna M.
Pérez-Tur, Jordi
Fernandez-Cadenas, Israel
Villares, Paula
Tenorio, Jair
Colobran, Roger
Martin-Nalda, Andrea
Soler-Palacin, Pere
Vidal, Francesc
Pujol, Aurora
Esteller, Manel
author_facet Castro de Moura, Manuel
Davalos, Veronica
Planas-Serra, Laura
Alvarez-Errico, Damiana
Arribas, Carles
Ruiz, Montserrat
Aguilera-Albesa, Sergio
Troya, Jesús
Valencia-Ramos, Juan
Vélez-Santamaria, Valentina
Rodríguez-Palmero, Agustí
Villar-Garcia, Judit
Horcajada, Juan P.
Albu, Sergiu
Casasnovas, Carlos
Rull, Anna
Reverte, Laia
Dietl, Beatriz
Dalmau, David
Arranz, Maria J.
Llucià-Carol, Laia
Planas, Anna M.
Pérez-Tur, Jordi
Fernandez-Cadenas, Israel
Villares, Paula
Tenorio, Jair
Colobran, Roger
Martin-Nalda, Andrea
Soler-Palacin, Pere
Vidal, Francesc
Pujol, Aurora
Esteller, Manel
author_sort Castro de Moura, Manuel
collection PubMed
description 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 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. 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) 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. 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. FUNDING: The Unstoppable campaign of the Josep Carreras Leukaemia Foundation, the Cellex Foundation and the CERCA Programme/Generalitat de Catalunya.
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spelling pubmed-80470832021-04-15 Epigenome-wide association study of COVID-19 severity with respiratory failure Castro de Moura, Manuel Davalos, Veronica Planas-Serra, Laura Alvarez-Errico, Damiana Arribas, Carles Ruiz, Montserrat Aguilera-Albesa, Sergio Troya, Jesús Valencia-Ramos, Juan Vélez-Santamaria, Valentina Rodríguez-Palmero, Agustí Villar-Garcia, Judit Horcajada, Juan P. Albu, Sergiu Casasnovas, Carlos Rull, Anna Reverte, Laia Dietl, Beatriz Dalmau, David Arranz, Maria J. Llucià-Carol, Laia Planas, Anna M. Pérez-Tur, Jordi Fernandez-Cadenas, Israel Villares, Paula Tenorio, Jair Colobran, Roger Martin-Nalda, Andrea Soler-Palacin, Pere Vidal, Francesc Pujol, Aurora Esteller, Manel EBioMedicine Research Paper 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 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. 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) 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. 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. FUNDING: The Unstoppable campaign of the Josep Carreras Leukaemia Foundation, the Cellex Foundation and the CERCA Programme/Generalitat de Catalunya. Elsevier 2021-04-15 /pmc/articles/PMC8047083/ /pubmed/33867313 http://dx.doi.org/10.1016/j.ebiom.2021.103339 Text en © 2021 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Paper
Castro de Moura, Manuel
Davalos, Veronica
Planas-Serra, Laura
Alvarez-Errico, Damiana
Arribas, Carles
Ruiz, Montserrat
Aguilera-Albesa, Sergio
Troya, Jesús
Valencia-Ramos, Juan
Vélez-Santamaria, Valentina
Rodríguez-Palmero, Agustí
Villar-Garcia, Judit
Horcajada, Juan P.
Albu, Sergiu
Casasnovas, Carlos
Rull, Anna
Reverte, Laia
Dietl, Beatriz
Dalmau, David
Arranz, Maria J.
Llucià-Carol, Laia
Planas, Anna M.
Pérez-Tur, Jordi
Fernandez-Cadenas, Israel
Villares, Paula
Tenorio, Jair
Colobran, Roger
Martin-Nalda, Andrea
Soler-Palacin, Pere
Vidal, Francesc
Pujol, Aurora
Esteller, Manel
Epigenome-wide association study of COVID-19 severity with respiratory failure
title Epigenome-wide association study of COVID-19 severity with respiratory failure
title_full Epigenome-wide association study of COVID-19 severity with respiratory failure
title_fullStr Epigenome-wide association study of COVID-19 severity with respiratory failure
title_full_unstemmed Epigenome-wide association study of COVID-19 severity with respiratory failure
title_short Epigenome-wide association study of COVID-19 severity with respiratory failure
title_sort epigenome-wide association study of covid-19 severity with respiratory failure
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8047083/
https://www.ncbi.nlm.nih.gov/pubmed/33867313
http://dx.doi.org/10.1016/j.ebiom.2021.103339
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