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Polygenic burden in focal and generalized epilepsies

Rare genetic variants can cause epilepsy, and genetic testing has been widely adopted for severe, paediatric-onset epilepsies. The phenotypic consequences of common genetic risk burden for epilepsies and their potential future clinical applications have not yet been determined. Using polygenic risk...

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Autores principales: Leu, Costin, Stevelink, Remi, Smith, Alexander W, Goleva, Slavina B, Kanai, Masahiro, Ferguson, Lisa, Campbell, Ciaran, Kamatani, Yoichiro, Okada, Yukinori, Sisodiya, Sanjay M, Cavalleri, Gianpiero L, Koeleman, Bobby P C, Lerche, Holger, Jehi, Lara, Davis, Lea K, Najm, Imad M, Palotie, Aarno, Daly, Mark J, Busch, Robyn M, Lal, Dennis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6821205/
https://www.ncbi.nlm.nih.gov/pubmed/31608925
http://dx.doi.org/10.1093/brain/awz292
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author Leu, Costin
Stevelink, Remi
Smith, Alexander W
Goleva, Slavina B
Kanai, Masahiro
Ferguson, Lisa
Campbell, Ciaran
Kamatani, Yoichiro
Okada, Yukinori
Sisodiya, Sanjay M
Cavalleri, Gianpiero L
Koeleman, Bobby P C
Lerche, Holger
Jehi, Lara
Davis, Lea K
Najm, Imad M
Palotie, Aarno
Daly, Mark J
Busch, Robyn M
Lal, Dennis
author_facet Leu, Costin
Stevelink, Remi
Smith, Alexander W
Goleva, Slavina B
Kanai, Masahiro
Ferguson, Lisa
Campbell, Ciaran
Kamatani, Yoichiro
Okada, Yukinori
Sisodiya, Sanjay M
Cavalleri, Gianpiero L
Koeleman, Bobby P C
Lerche, Holger
Jehi, Lara
Davis, Lea K
Najm, Imad M
Palotie, Aarno
Daly, Mark J
Busch, Robyn M
Lal, Dennis
author_sort Leu, Costin
collection PubMed
description Rare genetic variants can cause epilepsy, and genetic testing has been widely adopted for severe, paediatric-onset epilepsies. The phenotypic consequences of common genetic risk burden for epilepsies and their potential future clinical applications have not yet been determined. Using polygenic risk scores (PRS) from a European-ancestry genome-wide association study in generalized and focal epilepsy, we quantified common genetic burden in patients with generalized epilepsy (GE-PRS) or focal epilepsy (FE-PRS) from two independent non-Finnish European cohorts (Epi25 Consortium, n = 5705; Cleveland Clinic Epilepsy Center, n = 620; both compared to 20 435 controls). One Finnish-ancestry population isolate (Finnish-ancestry Epi25, n = 449; compared to 1559 controls), two European-ancestry biobanks (UK Biobank, n = 383 656; Vanderbilt biorepository, n = 49 494), and one Japanese-ancestry biobank (BioBank Japan, n = 168 680) were used for additional replications. Across 8386 patients with epilepsy and 622 212 population controls, we found and replicated significantly higher GE-PRS in patients with generalized epilepsy of European-ancestry compared to patients with focal epilepsy (Epi25: P = 1.64×10(−15); Cleveland: P = 2.85×10(−4); Finnish-ancestry Epi25: P = 1.80×10(−4)) or population controls (Epi25: P = 2.35×10(−70); Cleveland: P = 1.43×10(−7); Finnish-ancestry Epi25: P = 3.11×10(−4); UK Biobank and Vanderbilt biorepository meta-analysis: P = 7.99×10(−4)). FE-PRS were significantly higher in patients with focal epilepsy compared to controls in the non-Finnish, non-biobank cohorts (Epi25: P = 5.74×10(−19); Cleveland: P = 1.69×10(−6)). European ancestry-derived PRS did not predict generalized epilepsy or focal epilepsy in Japanese-ancestry individuals. Finally, we observed a significant 4.6-fold and a 4.5-fold enrichment of patients with generalized epilepsy compared to controls in the top 0.5% highest GE-PRS of the two non-Finnish European cohorts (Epi25: P = 2.60×10(−15); Cleveland: P = 1.39×10(−2)). We conclude that common variant risk associated with epilepsy is significantly enriched in multiple cohorts of patients with epilepsy compared to controls—in particular for generalized epilepsy. As sample sizes and PRS accuracy continue to increase with further common variant discovery, PRS could complement established clinical biomarkers and augment genetic testing for patient classification, comorbidity research, and potentially targeted treatment.
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spelling pubmed-68212052019-11-04 Polygenic burden in focal and generalized epilepsies Leu, Costin Stevelink, Remi Smith, Alexander W Goleva, Slavina B Kanai, Masahiro Ferguson, Lisa Campbell, Ciaran Kamatani, Yoichiro Okada, Yukinori Sisodiya, Sanjay M Cavalleri, Gianpiero L Koeleman, Bobby P C Lerche, Holger Jehi, Lara Davis, Lea K Najm, Imad M Palotie, Aarno Daly, Mark J Busch, Robyn M Lal, Dennis Brain Original Articles Rare genetic variants can cause epilepsy, and genetic testing has been widely adopted for severe, paediatric-onset epilepsies. The phenotypic consequences of common genetic risk burden for epilepsies and their potential future clinical applications have not yet been determined. Using polygenic risk scores (PRS) from a European-ancestry genome-wide association study in generalized and focal epilepsy, we quantified common genetic burden in patients with generalized epilepsy (GE-PRS) or focal epilepsy (FE-PRS) from two independent non-Finnish European cohorts (Epi25 Consortium, n = 5705; Cleveland Clinic Epilepsy Center, n = 620; both compared to 20 435 controls). One Finnish-ancestry population isolate (Finnish-ancestry Epi25, n = 449; compared to 1559 controls), two European-ancestry biobanks (UK Biobank, n = 383 656; Vanderbilt biorepository, n = 49 494), and one Japanese-ancestry biobank (BioBank Japan, n = 168 680) were used for additional replications. Across 8386 patients with epilepsy and 622 212 population controls, we found and replicated significantly higher GE-PRS in patients with generalized epilepsy of European-ancestry compared to patients with focal epilepsy (Epi25: P = 1.64×10(−15); Cleveland: P = 2.85×10(−4); Finnish-ancestry Epi25: P = 1.80×10(−4)) or population controls (Epi25: P = 2.35×10(−70); Cleveland: P = 1.43×10(−7); Finnish-ancestry Epi25: P = 3.11×10(−4); UK Biobank and Vanderbilt biorepository meta-analysis: P = 7.99×10(−4)). FE-PRS were significantly higher in patients with focal epilepsy compared to controls in the non-Finnish, non-biobank cohorts (Epi25: P = 5.74×10(−19); Cleveland: P = 1.69×10(−6)). European ancestry-derived PRS did not predict generalized epilepsy or focal epilepsy in Japanese-ancestry individuals. Finally, we observed a significant 4.6-fold and a 4.5-fold enrichment of patients with generalized epilepsy compared to controls in the top 0.5% highest GE-PRS of the two non-Finnish European cohorts (Epi25: P = 2.60×10(−15); Cleveland: P = 1.39×10(−2)). We conclude that common variant risk associated with epilepsy is significantly enriched in multiple cohorts of patients with epilepsy compared to controls—in particular for generalized epilepsy. As sample sizes and PRS accuracy continue to increase with further common variant discovery, PRS could complement established clinical biomarkers and augment genetic testing for patient classification, comorbidity research, and potentially targeted treatment. Oxford University Press 2019-10-14 /pmc/articles/PMC6821205/ /pubmed/31608925 http://dx.doi.org/10.1093/brain/awz292 Text en © The Author(s) (2019). Published by Oxford University Press on behalf of the Guarantors of Brain. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Original Articles
Leu, Costin
Stevelink, Remi
Smith, Alexander W
Goleva, Slavina B
Kanai, Masahiro
Ferguson, Lisa
Campbell, Ciaran
Kamatani, Yoichiro
Okada, Yukinori
Sisodiya, Sanjay M
Cavalleri, Gianpiero L
Koeleman, Bobby P C
Lerche, Holger
Jehi, Lara
Davis, Lea K
Najm, Imad M
Palotie, Aarno
Daly, Mark J
Busch, Robyn M
Lal, Dennis
Polygenic burden in focal and generalized epilepsies
title Polygenic burden in focal and generalized epilepsies
title_full Polygenic burden in focal and generalized epilepsies
title_fullStr Polygenic burden in focal and generalized epilepsies
title_full_unstemmed Polygenic burden in focal and generalized epilepsies
title_short Polygenic burden in focal and generalized epilepsies
title_sort polygenic burden in focal and generalized epilepsies
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6821205/
https://www.ncbi.nlm.nih.gov/pubmed/31608925
http://dx.doi.org/10.1093/brain/awz292
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