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Identification of disease- and headache-specific mediators and pathways in migraine using blood transcriptomic and metabolomic analysis
BACKGROUND: Recent data suggest that gene expression profiles of peripheral white blood cells can reflect changes in the brain. We aimed to analyze the transcriptome of peripheral blood mononuclear cells (PBMC) and changes of plasma metabolite levels of migraineurs in a self-controlled manner during...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Milan
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8493693/ https://www.ncbi.nlm.nih.gov/pubmed/34615455 http://dx.doi.org/10.1186/s10194-021-01285-9 |
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author | Aczél, Timea Körtési, Tamás Kun, József Urbán, Péter Bauer, Witold Herczeg, Róbert Farkas, Róbert Kovács, Krisztián Vásárhelyi, Barna Karvaly, Gellért B. Gyenesei, Attila Tuka, Bernadett Tajti, János Vécsei, László Bölcskei, Kata Helyes, Zsuzsanna |
author_facet | Aczél, Timea Körtési, Tamás Kun, József Urbán, Péter Bauer, Witold Herczeg, Róbert Farkas, Róbert Kovács, Krisztián Vásárhelyi, Barna Karvaly, Gellért B. Gyenesei, Attila Tuka, Bernadett Tajti, János Vécsei, László Bölcskei, Kata Helyes, Zsuzsanna |
author_sort | Aczél, Timea |
collection | PubMed |
description | BACKGROUND: Recent data suggest that gene expression profiles of peripheral white blood cells can reflect changes in the brain. We aimed to analyze the transcriptome of peripheral blood mononuclear cells (PBMC) and changes of plasma metabolite levels of migraineurs in a self-controlled manner during and between attacks. METHODS: Twenty-four patients with migraine were recruited and blood samples were collected in a headache-free (interictal) period and during headache (ictal) to investigate disease- and headache-specific alterations. Control samples were collected from 13 age- and sex-matched healthy volunteers. RNA was isolated from PBMCs and single-end 75 bp RNA sequencing was performed using Illumina NextSeq 550 instrument followed by gene-level differential expression analysis. Functional analysis was carried out on information related to the role of genes, such as signaling pathways and biological processes. Plasma metabolomic measurement was performed with the Biocrates MxP Quant 500 Kit. RESULTS: We identified 144 differentially-expressed genes in PBMCs between headache and headache-free samples and 163 between symptom-free patients and controls. Network analysis revealed that enriched pathways included inflammation, cytokine activity and mitochondrial dysfunction in both headache and headache-free samples compared to controls. Plasma lactate, succinate and methionine sulfoxide levels were higher in migraineurs while spermine, spermidine and aconitate were decreased during attacks. CONCLUSIONS: It is concluded that enhanced inflammatory and immune cell activity, and oxidative stress can play a role in migraine susceptibility and headache generation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s10194-021-01285-9. |
format | Online Article Text |
id | pubmed-8493693 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Milan |
record_format | MEDLINE/PubMed |
spelling | pubmed-84936932021-10-06 Identification of disease- and headache-specific mediators and pathways in migraine using blood transcriptomic and metabolomic analysis Aczél, Timea Körtési, Tamás Kun, József Urbán, Péter Bauer, Witold Herczeg, Róbert Farkas, Róbert Kovács, Krisztián Vásárhelyi, Barna Karvaly, Gellért B. Gyenesei, Attila Tuka, Bernadett Tajti, János Vécsei, László Bölcskei, Kata Helyes, Zsuzsanna J Headache Pain Research Article BACKGROUND: Recent data suggest that gene expression profiles of peripheral white blood cells can reflect changes in the brain. We aimed to analyze the transcriptome of peripheral blood mononuclear cells (PBMC) and changes of plasma metabolite levels of migraineurs in a self-controlled manner during and between attacks. METHODS: Twenty-four patients with migraine were recruited and blood samples were collected in a headache-free (interictal) period and during headache (ictal) to investigate disease- and headache-specific alterations. Control samples were collected from 13 age- and sex-matched healthy volunteers. RNA was isolated from PBMCs and single-end 75 bp RNA sequencing was performed using Illumina NextSeq 550 instrument followed by gene-level differential expression analysis. Functional analysis was carried out on information related to the role of genes, such as signaling pathways and biological processes. Plasma metabolomic measurement was performed with the Biocrates MxP Quant 500 Kit. RESULTS: We identified 144 differentially-expressed genes in PBMCs between headache and headache-free samples and 163 between symptom-free patients and controls. Network analysis revealed that enriched pathways included inflammation, cytokine activity and mitochondrial dysfunction in both headache and headache-free samples compared to controls. Plasma lactate, succinate and methionine sulfoxide levels were higher in migraineurs while spermine, spermidine and aconitate were decreased during attacks. CONCLUSIONS: It is concluded that enhanced inflammatory and immune cell activity, and oxidative stress can play a role in migraine susceptibility and headache generation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s10194-021-01285-9. Springer Milan 2021-10-06 /pmc/articles/PMC8493693/ /pubmed/34615455 http://dx.doi.org/10.1186/s10194-021-01285-9 Text en © The Author(s) 2021 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 Article Aczél, Timea Körtési, Tamás Kun, József Urbán, Péter Bauer, Witold Herczeg, Róbert Farkas, Róbert Kovács, Krisztián Vásárhelyi, Barna Karvaly, Gellért B. Gyenesei, Attila Tuka, Bernadett Tajti, János Vécsei, László Bölcskei, Kata Helyes, Zsuzsanna Identification of disease- and headache-specific mediators and pathways in migraine using blood transcriptomic and metabolomic analysis |
title | Identification of disease- and headache-specific mediators and pathways in migraine using blood transcriptomic and metabolomic analysis |
title_full | Identification of disease- and headache-specific mediators and pathways in migraine using blood transcriptomic and metabolomic analysis |
title_fullStr | Identification of disease- and headache-specific mediators and pathways in migraine using blood transcriptomic and metabolomic analysis |
title_full_unstemmed | Identification of disease- and headache-specific mediators and pathways in migraine using blood transcriptomic and metabolomic analysis |
title_short | Identification of disease- and headache-specific mediators and pathways in migraine using blood transcriptomic and metabolomic analysis |
title_sort | identification of disease- and headache-specific mediators and pathways in migraine using blood transcriptomic and metabolomic analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8493693/ https://www.ncbi.nlm.nih.gov/pubmed/34615455 http://dx.doi.org/10.1186/s10194-021-01285-9 |
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