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Altered methylation pattern in EXOC4 is associated with stroke outcome: an epigenome-wide association study
BACKGROUND AND PURPOSE: The neurological course after stroke is highly variable and is determined by demographic, clinical and genetic factors. However, other heritable factors such as epigenetic DNA methylation could play a role in neurological changes after stroke. METHODS: We performed a three-st...
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/PMC9526296/ https://www.ncbi.nlm.nih.gov/pubmed/36180927 http://dx.doi.org/10.1186/s13148-022-01340-5 |
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author | Cullell, Natalia Soriano-Tárraga, Carolina Gallego-Fábrega, Cristina Cárcel-Márquez, Jara Muiño, Elena Llucià-Carol, Laia Lledós, Miquel Esteller, Manel de Moura, Manuel Castro Montaner, Joan Rosell, Anna Delgado, Pilar Martí-Fábregas, Joan Krupinski, Jerzy Roquer, Jaume Jiménez-Conde, Jordi Fernández-Cadenas, Israel |
author_facet | Cullell, Natalia Soriano-Tárraga, Carolina Gallego-Fábrega, Cristina Cárcel-Márquez, Jara Muiño, Elena Llucià-Carol, Laia Lledós, Miquel Esteller, Manel de Moura, Manuel Castro Montaner, Joan Rosell, Anna Delgado, Pilar Martí-Fábregas, Joan Krupinski, Jerzy Roquer, Jaume Jiménez-Conde, Jordi Fernández-Cadenas, Israel |
author_sort | Cullell, Natalia |
collection | PubMed |
description | BACKGROUND AND PURPOSE: The neurological course after stroke is highly variable and is determined by demographic, clinical and genetic factors. However, other heritable factors such as epigenetic DNA methylation could play a role in neurological changes after stroke. METHODS: We performed a three-stage epigenome-wide association study to evaluate DNA methylation associated with the difference between the National Institutes of Health Stroke Scale (NIHSS) at baseline and at discharge (ΔNIHSS) in ischaemic stroke patients. DNA methylation data in the Discovery (n = 643) and Replication (n = 62) Cohorts were interrogated with the 450 K and EPIC BeadChip. Nominal CpG sites from the Discovery (p value < 10(–06)) were also evaluated in a meta-analysis of the Discovery and Replication cohorts, using a random-fixed effect model. Metabolic pathway enrichment was calculated with methylGSA. We integrated the methylation data with 1305 plasma protein expression levels measured by SOMAscan in 46 subjects and measured RNA expression with RT-PCR in a subgroup of 13 subjects. Specific cell-type methylation was assessed using EpiDISH. RESULTS: The meta-analysis revealed an epigenome-wide significant association in EXOC4 (p value = 8.4 × 10(–08)) and in MERTK (p value = 1.56 × 10(–07)). Only the methylation in EXOC4 was also associated in the Discovery and in the Replication Cohorts (p value = 1.14 × 10(–06) and p value = 1.3 × 10(–02), respectively). EXOC4 methylation negatively correlated with the long-term outcome (coefficient = − 4.91) and showed a tendency towards a decrease in EXOC4 expression (rho = − 0.469, p value = 0.091). Pathway enrichment from the meta-analysis revealed significant associations related to the endocytosis and deubiquitination processes. Seventy-nine plasma proteins were differentially expressed in association with EXOC4 methylation. Pathway analysis of these proteins showed an enrichment in natural killer (NK) cell activation. The cell-type methylation analysis in blood also revealed a differential methylation in NK cells. CONCLUSIONS: DNA methylation of EXOC4 is associated with a worse neurological course after stroke. The results indicate a potential modulation of pathways involving endocytosis and NK cells regulation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01340-5. |
format | Online Article Text |
id | pubmed-9526296 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-95262962022-10-02 Altered methylation pattern in EXOC4 is associated with stroke outcome: an epigenome-wide association study Cullell, Natalia Soriano-Tárraga, Carolina Gallego-Fábrega, Cristina Cárcel-Márquez, Jara Muiño, Elena Llucià-Carol, Laia Lledós, Miquel Esteller, Manel de Moura, Manuel Castro Montaner, Joan Rosell, Anna Delgado, Pilar Martí-Fábregas, Joan Krupinski, Jerzy Roquer, Jaume Jiménez-Conde, Jordi Fernández-Cadenas, Israel Clin Epigenetics Research BACKGROUND AND PURPOSE: The neurological course after stroke is highly variable and is determined by demographic, clinical and genetic factors. However, other heritable factors such as epigenetic DNA methylation could play a role in neurological changes after stroke. METHODS: We performed a three-stage epigenome-wide association study to evaluate DNA methylation associated with the difference between the National Institutes of Health Stroke Scale (NIHSS) at baseline and at discharge (ΔNIHSS) in ischaemic stroke patients. DNA methylation data in the Discovery (n = 643) and Replication (n = 62) Cohorts were interrogated with the 450 K and EPIC BeadChip. Nominal CpG sites from the Discovery (p value < 10(–06)) were also evaluated in a meta-analysis of the Discovery and Replication cohorts, using a random-fixed effect model. Metabolic pathway enrichment was calculated with methylGSA. We integrated the methylation data with 1305 plasma protein expression levels measured by SOMAscan in 46 subjects and measured RNA expression with RT-PCR in a subgroup of 13 subjects. Specific cell-type methylation was assessed using EpiDISH. RESULTS: The meta-analysis revealed an epigenome-wide significant association in EXOC4 (p value = 8.4 × 10(–08)) and in MERTK (p value = 1.56 × 10(–07)). Only the methylation in EXOC4 was also associated in the Discovery and in the Replication Cohorts (p value = 1.14 × 10(–06) and p value = 1.3 × 10(–02), respectively). EXOC4 methylation negatively correlated with the long-term outcome (coefficient = − 4.91) and showed a tendency towards a decrease in EXOC4 expression (rho = − 0.469, p value = 0.091). Pathway enrichment from the meta-analysis revealed significant associations related to the endocytosis and deubiquitination processes. Seventy-nine plasma proteins were differentially expressed in association with EXOC4 methylation. Pathway analysis of these proteins showed an enrichment in natural killer (NK) cell activation. The cell-type methylation analysis in blood also revealed a differential methylation in NK cells. CONCLUSIONS: DNA methylation of EXOC4 is associated with a worse neurological course after stroke. The results indicate a potential modulation of pathways involving endocytosis and NK cells regulation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01340-5. BioMed Central 2022-09-30 /pmc/articles/PMC9526296/ /pubmed/36180927 http://dx.doi.org/10.1186/s13148-022-01340-5 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 Cullell, Natalia Soriano-Tárraga, Carolina Gallego-Fábrega, Cristina Cárcel-Márquez, Jara Muiño, Elena Llucià-Carol, Laia Lledós, Miquel Esteller, Manel de Moura, Manuel Castro Montaner, Joan Rosell, Anna Delgado, Pilar Martí-Fábregas, Joan Krupinski, Jerzy Roquer, Jaume Jiménez-Conde, Jordi Fernández-Cadenas, Israel Altered methylation pattern in EXOC4 is associated with stroke outcome: an epigenome-wide association study |
title | Altered methylation pattern in EXOC4 is associated with stroke outcome: an epigenome-wide association study |
title_full | Altered methylation pattern in EXOC4 is associated with stroke outcome: an epigenome-wide association study |
title_fullStr | Altered methylation pattern in EXOC4 is associated with stroke outcome: an epigenome-wide association study |
title_full_unstemmed | Altered methylation pattern in EXOC4 is associated with stroke outcome: an epigenome-wide association study |
title_short | Altered methylation pattern in EXOC4 is associated with stroke outcome: an epigenome-wide association study |
title_sort | altered methylation pattern in exoc4 is associated with stroke outcome: an epigenome-wide association study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9526296/ https://www.ncbi.nlm.nih.gov/pubmed/36180927 http://dx.doi.org/10.1186/s13148-022-01340-5 |
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