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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Main Authors: Ozkan Ozdemir, Ece Egemen, Sibel Aylin Ugur Iseri, Osman Ugur Sezerman, Nerses Bebek, Betul Baykan, Ugur Ozbek
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0211917
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spelling doaj-458afc132e3244b6927c8108dac00b752021-03-03T20:53:47ZengPublic Library of Science (PLoS)PLoS ONE1932-62032019-01-01142e021191710.1371/journal.pone.0211917Identification of epilepsy related pathways using genome-wide DNA methylation measures: A trio-based approach.Ozkan OzdemirEce EgemenSibel Aylin Ugur IseriOsman Ugur SezermanNerses BebekBetul BaykanUgur OzbekGenetic 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.https://doi.org/10.1371/journal.pone.0211917
collection DOAJ
language English
format Article
sources DOAJ
author Ozkan Ozdemir
Ece Egemen
Sibel Aylin Ugur Iseri
Osman Ugur Sezerman
Nerses Bebek
Betul Baykan
Ugur Ozbek
spellingShingle Ozkan Ozdemir
Ece Egemen
Sibel Aylin Ugur Iseri
Osman Ugur Sezerman
Nerses Bebek
Betul Baykan
Ugur Ozbek
Identification of epilepsy related pathways using genome-wide DNA methylation measures: A trio-based approach.
PLoS ONE
author_facet Ozkan Ozdemir
Ece Egemen
Sibel Aylin Ugur Iseri
Osman Ugur Sezerman
Nerses Bebek
Betul Baykan
Ugur Ozbek
author_sort Ozkan Ozdemir
title 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_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_sort identification of epilepsy related pathways using genome-wide dna methylation measures: a trio-based approach.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2019-01-01
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.
url https://doi.org/10.1371/journal.pone.0211917
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