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Identification of epilepsy related pathways using genome-wide DNA methylation measures: A trio-based approach

Genetic generalized epilepsies (GGE) are genetically determined, as their name implies and they are clinically characterized by generalized seizures involving both sides of the brain in the absence of detectable brain lesions or other known causes. GGEs are yet complex and are influenced by many dif...

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Autores principales: Ozdemir, Ozkan, Egemen, Ece, Ugur Iseri, Sibel Aylin, Sezerman, Osman Ugur, Bebek, Nerses, Baykan, Betul, Ozbek, Ugur
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6368378/
https://www.ncbi.nlm.nih.gov/pubmed/30735541
http://dx.doi.org/10.1371/journal.pone.0211917
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author Ozdemir, Ozkan
Egemen, Ece
Ugur Iseri, Sibel Aylin
Sezerman, Osman Ugur
Bebek, Nerses
Baykan, Betul
Ozbek, Ugur
author_facet Ozdemir, Ozkan
Egemen, Ece
Ugur Iseri, Sibel Aylin
Sezerman, Osman Ugur
Bebek, Nerses
Baykan, Betul
Ozbek, Ugur
author_sort Ozdemir, Ozkan
collection PubMed
description Genetic generalized epilepsies (GGE) are genetically determined, as their name implies and they are clinically characterized by generalized seizures involving both sides of the brain in the absence of detectable brain lesions or other known causes. GGEs are yet complex and are influenced by many different genetic and environmental factors. Methylation specific epigenetic marks are one of the players of the complex epileptogenesis scenario leading to GGE. In this study, we have set out to perform genome-wide methylation profiling to analyze GGE trios each consisting of an affected parent-offspring couple along with an unaffected parent. We have developed a novel scoring scheme within trios to categorize each locus analyzed as hypo or hypermethylated. This stringent approach classified differentially methylated genes in each trio and helped us to produce trio specific and pooled gene lists with inherited and aberrant methylation levels. In order to analyze the methylation differences from a boarder perspective, we performed enrichment analysis with these lists using the PANOGA software. This collective effort has led us to detect pathways associated with the GGE phenotype, including the neurotrophin signaling pathway. We have demonstrated a trio based approach to genome-wide DNA methylation analysis that identified individual and possibly minor changes in methylation marks that could be involved in epileptogenesis leading to GGE.
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spelling pubmed-63683782019-02-22 Identification of epilepsy related pathways using genome-wide DNA methylation measures: A trio-based approach Ozdemir, Ozkan Egemen, Ece Ugur Iseri, Sibel Aylin Sezerman, Osman Ugur Bebek, Nerses Baykan, Betul Ozbek, Ugur PLoS One Research Article Genetic generalized epilepsies (GGE) are genetically determined, as their name implies and they are clinically characterized by generalized seizures involving both sides of the brain in the absence of detectable brain lesions or other known causes. GGEs are yet complex and are influenced by many different genetic and environmental factors. Methylation specific epigenetic marks are one of the players of the complex epileptogenesis scenario leading to GGE. In this study, we have set out to perform genome-wide methylation profiling to analyze GGE trios each consisting of an affected parent-offspring couple along with an unaffected parent. We have developed a novel scoring scheme within trios to categorize each locus analyzed as hypo or hypermethylated. This stringent approach classified differentially methylated genes in each trio and helped us to produce trio specific and pooled gene lists with inherited and aberrant methylation levels. In order to analyze the methylation differences from a boarder perspective, we performed enrichment analysis with these lists using the PANOGA software. This collective effort has led us to detect pathways associated with the GGE phenotype, including the neurotrophin signaling pathway. We have demonstrated a trio based approach to genome-wide DNA methylation analysis that identified individual and possibly minor changes in methylation marks that could be involved in epileptogenesis leading to GGE. Public Library of Science 2019-02-08 /pmc/articles/PMC6368378/ /pubmed/30735541 http://dx.doi.org/10.1371/journal.pone.0211917 Text en © 2019 Ozdemir et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ozdemir, Ozkan
Egemen, Ece
Ugur Iseri, Sibel Aylin
Sezerman, Osman Ugur
Bebek, Nerses
Baykan, Betul
Ozbek, Ugur
Identification of epilepsy related pathways using genome-wide DNA methylation measures: A trio-based approach
title Identification of epilepsy related pathways using genome-wide DNA methylation measures: A trio-based approach
title_full Identification of epilepsy related pathways using genome-wide DNA methylation measures: A trio-based approach
title_fullStr Identification of epilepsy related pathways using genome-wide DNA methylation measures: A trio-based approach
title_full_unstemmed Identification of epilepsy related pathways using genome-wide DNA methylation measures: A trio-based approach
title_short Identification of epilepsy related pathways using genome-wide DNA methylation measures: A trio-based approach
title_sort identification of epilepsy related pathways using genome-wide dna methylation measures: a trio-based approach
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6368378/
https://www.ncbi.nlm.nih.gov/pubmed/30735541
http://dx.doi.org/10.1371/journal.pone.0211917
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