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Polygenic risk scores of several subtypes of epilepsies in a founder population

OBJECTIVE: Polygenic risk scores (PRSs) are used to quantify the cumulative effects of a number of genetic variants, which may individually have a very small effect on susceptibility to a disease; we used PRSs to better understand the genetic contribution to common epilepsy and its subtypes. METHODS...

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Autores principales: Moreau, Claudia, Rébillard, Rose-Marie, Wolking, Stefan, Michaud, Jacques, Tremblay, Frédérique, Girard, Alexandre, Bouchard, Joanie, Minassian, Berge, Laprise, Catherine, Cossette, Patrick, Girard, Simon L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7164970/
https://www.ncbi.nlm.nih.gov/pubmed/32337343
http://dx.doi.org/10.1212/NXG.0000000000000416
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author Moreau, Claudia
Rébillard, Rose-Marie
Wolking, Stefan
Michaud, Jacques
Tremblay, Frédérique
Girard, Alexandre
Bouchard, Joanie
Minassian, Berge
Laprise, Catherine
Cossette, Patrick
Girard, Simon L.
author_facet Moreau, Claudia
Rébillard, Rose-Marie
Wolking, Stefan
Michaud, Jacques
Tremblay, Frédérique
Girard, Alexandre
Bouchard, Joanie
Minassian, Berge
Laprise, Catherine
Cossette, Patrick
Girard, Simon L.
author_sort Moreau, Claudia
collection PubMed
description OBJECTIVE: Polygenic risk scores (PRSs) are used to quantify the cumulative effects of a number of genetic variants, which may individually have a very small effect on susceptibility to a disease; we used PRSs to better understand the genetic contribution to common epilepsy and its subtypes. METHODS: We first replicated previous single associations using 373 unrelated patients. We then calculated PRSs in the same French Canadian patients with epilepsy divided into 7 epilepsy subtypes and population-based controls. We fitted a logistic mixed model to calculate the variance explained by the PRS using pseudo-R(2) statistics. RESULTS: We show that the PRS explains more of the variance in idiopathic generalized epilepsy than in patients with nonacquired focal epilepsy. We also demonstrate that the variance explained is different within each epilepsy subtype. CONCLUSIONS: Globally, we support the notion that PRSs provide a reliable measure to rightfully estimate the contribution of genetic factors to the pathophysiologic mechanism of epilepsies, but further studies are needed on PRSs before they can be used clinically.
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spelling pubmed-71649702020-04-24 Polygenic risk scores of several subtypes of epilepsies in a founder population Moreau, Claudia Rébillard, Rose-Marie Wolking, Stefan Michaud, Jacques Tremblay, Frédérique Girard, Alexandre Bouchard, Joanie Minassian, Berge Laprise, Catherine Cossette, Patrick Girard, Simon L. Neurol Genet Article OBJECTIVE: Polygenic risk scores (PRSs) are used to quantify the cumulative effects of a number of genetic variants, which may individually have a very small effect on susceptibility to a disease; we used PRSs to better understand the genetic contribution to common epilepsy and its subtypes. METHODS: We first replicated previous single associations using 373 unrelated patients. We then calculated PRSs in the same French Canadian patients with epilepsy divided into 7 epilepsy subtypes and population-based controls. We fitted a logistic mixed model to calculate the variance explained by the PRS using pseudo-R(2) statistics. RESULTS: We show that the PRS explains more of the variance in idiopathic generalized epilepsy than in patients with nonacquired focal epilepsy. We also demonstrate that the variance explained is different within each epilepsy subtype. CONCLUSIONS: Globally, we support the notion that PRSs provide a reliable measure to rightfully estimate the contribution of genetic factors to the pathophysiologic mechanism of epilepsies, but further studies are needed on PRSs before they can be used clinically. Wolters Kluwer 2020-03-27 /pmc/articles/PMC7164970/ /pubmed/32337343 http://dx.doi.org/10.1212/NXG.0000000000000416 Text en Copyright © 2020 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the American Academy of Neurology. This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (http://creativecommons.org/licenses/by-nc-nd/4.0/) , which permits downloading and sharing the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal.
spellingShingle Article
Moreau, Claudia
Rébillard, Rose-Marie
Wolking, Stefan
Michaud, Jacques
Tremblay, Frédérique
Girard, Alexandre
Bouchard, Joanie
Minassian, Berge
Laprise, Catherine
Cossette, Patrick
Girard, Simon L.
Polygenic risk scores of several subtypes of epilepsies in a founder population
title Polygenic risk scores of several subtypes of epilepsies in a founder population
title_full Polygenic risk scores of several subtypes of epilepsies in a founder population
title_fullStr Polygenic risk scores of several subtypes of epilepsies in a founder population
title_full_unstemmed Polygenic risk scores of several subtypes of epilepsies in a founder population
title_short Polygenic risk scores of several subtypes of epilepsies in a founder population
title_sort polygenic risk scores of several subtypes of epilepsies in a founder population
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7164970/
https://www.ncbi.nlm.nih.gov/pubmed/32337343
http://dx.doi.org/10.1212/NXG.0000000000000416
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