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DNA methylation predicts the outcome of COVID-19 patients with acute respiratory distress syndrome
BACKGROUND: COVID-19 infections could be complicated by acute respiratory distress syndrome (ARDS), increasing mortality risk. We sought to assess the methylome of peripheral blood mononuclear cells in COVID-19 with ARDS. METHODS: We recruited 100 COVID-19 patients with ARDS under mechanical ventila...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9652914/ https://www.ncbi.nlm.nih.gov/pubmed/36371196 http://dx.doi.org/10.1186/s12967-022-03737-5 |
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author | Bradic, Martina Taleb, Sarah Thomas, Binitha Chidiac, Omar Robay, Amal Hassan, Nessiya Malek, Joel Ait Hssain, Ali Abi Khalil, Charbel |
author_facet | Bradic, Martina Taleb, Sarah Thomas, Binitha Chidiac, Omar Robay, Amal Hassan, Nessiya Malek, Joel Ait Hssain, Ali Abi Khalil, Charbel |
author_sort | Bradic, Martina |
collection | PubMed |
description | BACKGROUND: COVID-19 infections could be complicated by acute respiratory distress syndrome (ARDS), increasing mortality risk. We sought to assess the methylome of peripheral blood mononuclear cells in COVID-19 with ARDS. METHODS: We recruited 100 COVID-19 patients with ARDS under mechanical ventilation and 33 non-COVID-19 controls between April and July 2020. COVID-19 patients were followed at four time points for 60 days. DNA methylation and immune cell populations were measured at each time point. A multivariate cox proportional risk regression analysis was conducted to identify predictive signatures according to survival. RESULTS: The comparison of COVID-19 to controls at inclusion revealed the presence of a 14.4% difference in promoter-associated CpGs in genes that control immune-related pathways such as interferon-gamma and interferon-alpha responses. On day 60, 24% of patients died. The inter-comparison of baseline DNA methylation to the last recorded time point in both COVID-19 groups or the intra-comparison between inclusion and the end of follow-up in every group showed that most changes occurred as the disease progressed, mainly in the AIM gene, which is associated with an intensified immune response in those who recovered. The multivariate Cox proportional risk regression analysis showed that higher methylation of the “Apoptotic execution Pathway” genes (ROC1, ZNF789, and H1F0) at inclusion increases mortality risk by over twofold. CONCLUSION: We observed an epigenetic signature of immune-related genes in COVID-19 patients with ARDS. Further, Hypermethylation of the apoptotic execution pathway genes predicts the outcome. Trial registration: IMRPOVIE study, NCT04473131. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-022-03737-5. |
format | Online Article Text |
id | pubmed-9652914 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-96529142022-11-14 DNA methylation predicts the outcome of COVID-19 patients with acute respiratory distress syndrome Bradic, Martina Taleb, Sarah Thomas, Binitha Chidiac, Omar Robay, Amal Hassan, Nessiya Malek, Joel Ait Hssain, Ali Abi Khalil, Charbel J Transl Med Research BACKGROUND: COVID-19 infections could be complicated by acute respiratory distress syndrome (ARDS), increasing mortality risk. We sought to assess the methylome of peripheral blood mononuclear cells in COVID-19 with ARDS. METHODS: We recruited 100 COVID-19 patients with ARDS under mechanical ventilation and 33 non-COVID-19 controls between April and July 2020. COVID-19 patients were followed at four time points for 60 days. DNA methylation and immune cell populations were measured at each time point. A multivariate cox proportional risk regression analysis was conducted to identify predictive signatures according to survival. RESULTS: The comparison of COVID-19 to controls at inclusion revealed the presence of a 14.4% difference in promoter-associated CpGs in genes that control immune-related pathways such as interferon-gamma and interferon-alpha responses. On day 60, 24% of patients died. The inter-comparison of baseline DNA methylation to the last recorded time point in both COVID-19 groups or the intra-comparison between inclusion and the end of follow-up in every group showed that most changes occurred as the disease progressed, mainly in the AIM gene, which is associated with an intensified immune response in those who recovered. The multivariate Cox proportional risk regression analysis showed that higher methylation of the “Apoptotic execution Pathway” genes (ROC1, ZNF789, and H1F0) at inclusion increases mortality risk by over twofold. CONCLUSION: We observed an epigenetic signature of immune-related genes in COVID-19 patients with ARDS. Further, Hypermethylation of the apoptotic execution pathway genes predicts the outcome. Trial registration: IMRPOVIE study, NCT04473131. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-022-03737-5. BioMed Central 2022-11-12 /pmc/articles/PMC9652914/ /pubmed/36371196 http://dx.doi.org/10.1186/s12967-022-03737-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Bradic, Martina Taleb, Sarah Thomas, Binitha Chidiac, Omar Robay, Amal Hassan, Nessiya Malek, Joel Ait Hssain, Ali Abi Khalil, Charbel DNA methylation predicts the outcome of COVID-19 patients with acute respiratory distress syndrome |
title | DNA methylation predicts the outcome of COVID-19 patients with acute respiratory distress syndrome |
title_full | DNA methylation predicts the outcome of COVID-19 patients with acute respiratory distress syndrome |
title_fullStr | DNA methylation predicts the outcome of COVID-19 patients with acute respiratory distress syndrome |
title_full_unstemmed | DNA methylation predicts the outcome of COVID-19 patients with acute respiratory distress syndrome |
title_short | DNA methylation predicts the outcome of COVID-19 patients with acute respiratory distress syndrome |
title_sort | dna methylation predicts the outcome of covid-19 patients with acute respiratory distress syndrome |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9652914/ https://www.ncbi.nlm.nih.gov/pubmed/36371196 http://dx.doi.org/10.1186/s12967-022-03737-5 |
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