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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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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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. |
format | Online Article Text |
id | pubmed-8047083 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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