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1. Association of ultra-rare coding variants with genetic generalized epilepsy: A case–control whole exome sequencing study

Author

Koko, M., Motelow, J. E., Stanley, K. E., Bobbili, D. R., Dhindsa, R. S., May, P., Alldredge, B. K., Allen, A. S., Altmuller, J., Amrom, D., Andermann, E., Auce, P., Avbersek, A., Baulac, S., Bautista, J. F., Becker, F., Bellows, S. T., Berghuis, B., Berkovic, S. F., Bluvstein, J., Boro, A., Bridgers, J., Burgess, R., Caglayan, H., Cascino, G. D., Cavalleri, G. L., Chung, S. -K., Cieuta-Walti, C., Cloutier, V., Consalvo, D., Cossette, P., Crumrine, P., Delanty, N., Depondt, C., Desbiens, R., Devinsky, O., Dlugos, D., Epstein, M. P., Everett, K., Fiol, M., Fountain, N. B., Francis, B., French, J., Freyer, C., Friedman, D., Gambardella, A., Geller, E. B., Girard, S., Glauser, T., Glynn, S., Goldstein, D. B., Gravel, M., Haas, K., Haut, S. R., Heinzen, E. L., Helbig, I., Hildebrand, M. S., Johnson, M. R., Jorgensen, A., Joshi, S., Kanner, A., Kirsch, H. E., Klein, K. M., Knowlton, R. C., Koeleman, B. P. C., Kossoff, E. H., Krause, R., Krenn, M., Kunz, W. S., Kuzniecky, R., Langley, S. R., Leguern, E., Lehesjoki, A. -E., Lerche, H., Leu, C., Lortie, A., Lowenstein, D. H., Marson, A. G., Mebane, C., Mefford, H. C., Meloche, C., Moreau, C., Motika, P. V., Muhle, H., Moller, R. S., Nabbout, R., Nguyen, D. K., Nikanorova, M., Novotny, E. J., Nurnberg, P., Ottman, R., O'Brien, T. J., Paolicchi, J. M., Parent, J. M., Park, K., Peter, S., Petrou, S., Petrovski, S., Pickrell, W. O., Poduri, A., Radtke, R. A., Rees, M. I., Regan, B. M., Ren, Z., Sadleir, L. G., Sander, J. W., Sander, T., Scheffer, I. E., Schubert, J., Shellhaas, R. A., Sherr, E. H., Shih, J. J., Shinnar, S., Sills, G. J., Singh, R. K., Siren, A., Sirven, J., Sisodiya, S. M., Smith, M. C., Sonsma, A. C. M., Striano, P., Sullivan, J., Thio, L. L., Thomas, R. H., Venkat, A., Vining, E. P. G., Von Allmen, G. K., Wang, Q., Weber, Y. G., Weckhuysen, S., Weisenberg, J. L., Widdess-Walsh, P., Winawer, M. R., Wolking, S., Zara, F., Zimprich, F., Canadian Epilepsy Network, Epi4K Consortium, Epilepsy Phenome/Genome Project, EpiPGX Consortium, EuroEPINOMICS-CoGIE Consortium, Department of Medical and Clinical Genetics, Medicum, Fonds National de la Recherche - FnR [sponsor], Luxembourg Centre for Systems Biomedicine (LCSB): Bioinformatics Core (R. Schneider Group) [research center], Peter, Sarah, Petrou, Steven, Petrovski, Slavé, Pickrell, William O., Poduri, Annapurna, Radtke, Rodney A., Rees, Mark I., Regan, Brigid M., Ren, Zhong, Sadleir, Lynette G., Alldredge, Brian K., Sander, Josemir W., Sander, Thomas, Scheffer, Ingrid E., Schubert, Julian, Shellhaas, Renée A., Sherr, Elliott H., Shih, Jerry J., Shinnar, Shlomo, Sills, Graeme J., Singh, Rani K., Allen, Andrew S., Siren, Auli, Sirven, Joseph, Sisodiya, Sanjay M., Smith, Michael C., Sonsma, Anja C. M., Striano, Pasquale, Sullivan, Joseph, Thio, Liu Lin, Thomas, Rhys H., Venkat, Anu, Altmüller, Janine, Vining, Eileen P. G., Von Allmen, Gretchen K., Wang, Quanli, Weber, Yvonne G., Weckhuysen, Sarah, Weisenberg, Judith L., Widdess-Walsh, Peter, Winawer, Melodie R., Wolking, Stefan, Zara, Federico, Amrom, Dina, Zimprich, Fritz, Andermann, Eva, Auce, Pauls, Avbersek, Andreja, Baulac, Stéphanie, Bautista, Jocelyn F., Becker, Felicitas, Bellows, Susannah T., Berghuis, Bianca, Berkovic, Samuel F., Bluvstein, Judith, Boro, Alex, Bridgers, Joshua, Burgess, Rosemary, Caglayan, Hande, Cascino, Gregory D., Cavalleri, Gianpiero L., Chung, Seo-Kyung, Cieuta-Walti, Cécile, Cloutier, Véronique, Consalvo, Damian, Cossette, Patrick, Crumrine, Patricia, Delanty, Norman, Depondt, Chantal, Desbiens, Richard, Devinsky, Orrin, Dlugos, Dennis, Epstein, Michael P., Everett, Kate, Fiol, Miguel, Fountain, Nathan B., Francis, Ben, French, Jacqueline, Freyer, Catharine, Friedman, Daniel, Gambardella, Antonio, Geller, Eric B., Girard, Simon, Glauser, Tracy, Glynn, Simon, Goldstein, David B., Gravel, Micheline, Haas, Kevin, Haut, Sheryl R., Heinzen, Erin L., Helbig, Ingo, Hildebrand, Michael S., Johnson, Michael R., Jorgensen, Andrea, Joshi, Sucheta, Kanner, Andres, Kirsch, Heidi E., Klein, Karl M., Knowlton, Robert C., Koeleman, Bobby P. C., Kossoff, Eric H., Krause, Roland, Krenn, Martin, Kunz, Wolfram S., Kuzniecky, Ruben, Langley, Sarah R., LeGuern, Eric, Lehesjoki, Anna-Elina, Lerche, Holger, Leu, Costin, Lortie, Anne, Lowenstein, Daniel H., Marson, Anthony G., Mebane, Caroline, Mefford, Heather C., Meloche, Caroline, Moreau, Claudia, Motika, Paul V., Muhle, Hiltrud, Møller, Rikke S., Nabbout, Rima, Nguyen, Dang K., Nikanorova, Marina, Novotny, Edward J., Nürnberg, Peter, Ottman, Ruth, O'Brien, Terence J., Paolicchi, Juliann M., Parent, Jack M., and Park, Kristen

Subjects
GABA receptors, Neurology [D14] [Human health sciences], Clinical Sciences, GABA(A) receptors, GABRG2, familial epilepsy, Article, Clinical Research, Receptors, Exome Sequencing, Genetics, 2.1 Biological and endogenous factors, Humans, GGE, Genetic Predisposition to Disease, sporadic epilepsy, EpiPGX Consortium, Aetiology, gamma-Aminobutyric Acid, GABAA receptors, Epi4K Consortium, Epilepsy, Neurology & Neurosurgery, Neurologie [D14] [Sciences de la santé humaine], Generalized, GABA-A, Prevention, Human Genome, Neurosciences, 1184 Genetics, developmental biology, physiology, 3112 Neurosciences, Receptors, GABA-A, EuroEPINOMICS-CoGIE Consortium, Neurology, Case-Control Studies, Epilepsy, Generalized, Canadian Epilepsy Network, Neurology (clinical), Genetics & genetic processes [F10] [Life sciences], 3111 Biomedicine, Human medicine, Génétique & processus génétiques [F10] [Sciences du vivant], Epilepsy Phenome/Genome Project
Abstract

ObjectiveWe aimed to identify genes associated with genetic generalized epilepsy (GGE) by combining large cohorts enriched with individuals with a positive family history. Secondarily, we set out to compare the association of genes independently with familial and sporadic GGE.MethodsWe performed a case-control whole exome sequencing study in unrelated individuals of European descent diagnosed with GGE (previously recruited and sequenced through multiple international collaborations) and ancestry-matched controls. The association of ultra-rare variants (URVs; in 18834 protein-coding genes) with epilepsy was examined in 1928 individuals with GGE (vs. 8578 controls), then separately in 945 individuals with familial GGE (vs. 8626 controls), and finally in 1005 individuals with sporadic GGE (vs. 8621 controls). We additionally examined the association of URVs with familial and sporadic GGE in two gene sets important for inhibitory signaling (19genes encoding γ-aminobutyric acid type A [GABAA ] receptors, 113genes representing the GABAergic pathway).ResultsGABRG2 was associated with GGE (p=1.8×10-5 ), approaching study-wide significance in familial GGE (p=3.0×10-6 ), whereas no gene approached a significant association with sporadic GGE. Deleterious URVs in the most intolerant subgenic regions in genes encoding GABAA receptors were associated with familial GGE (odds ratio [OR]=3.9, 95% confidence interval [CI]=1.9-7.8, false discovery rate [FDR]-adjusted p=.0024), whereas their association with sporadic GGE had marginally lower odds (OR=3.1, 95% CI=1.3-6.7, FDR-adjusted p=.022). URVs in GABAergic pathway genes were associated with familial GGE (OR=1.8, 95% CI=1.3-2.5, FDR-adjusted p=.0024) but not with sporadic GGE (OR=1.3, 95% CI=.9-1.9, FDR-adjusted p=.19).SignificanceURVs in GABRG2 are likely an important risk factor for familial GGE. The association of gene sets of GABAergic signaling with familial GGE is more prominent than with sporadic GGE.

Published
2022
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2. Polygenic burden in focal and generalized epilepsies

Author

Leu C., Stevelink R., Smith A. W., Goleva S. B., Kanai M., Ferguson L., Campbell C., Kamatani Y., Okada Y., Sisodiya S. M., Cavalleri G. L., Koeleman B. P. C., Lerche H., Jehi L., Davis L. K., Najm I. M., Palotie A., Daly M. J., Busch R. M., Lal D., Feng Y. -C. A., Howrigan D. P., Abbott L. E., Tashman K., Cerrato F., Churchhouse C., Gupta N., Neale B. M., Berkovic S. F., Goldstein D. B., Lowenstein D. H., Cossette P., Cotsapas C., De Jonghe P., Dixon-Salazar T., Guerrini R., Hakonarson H., Heinzen E. L., Helbig I., Kwan P., Marson A. G., Petrovski S., Kamalakaran S., Stewart R., Weckhuysen S., Depondt C., Dlugos D. J., Scheffer I. E., Striano P., Freyer C., Krause R., May P., McKenna K., Regan B. M., Bellows S. T., Bennett C. A., Johns E. M. C., Macdonald A., Shilling H., Burgess R., Weckhuysen D., Bahlo M., O'Brien T. J., Todaro M., Stamberger H., Andrade D. M., Sadoway T. R., Mo K., Krestel H., Gallati S., Papacostas S. S., Kousiappa I., Tanteles G. A., Sterbova K., Vlckova M., Sedlackova L., Lassuthova P., Klein K. M., Rosenow F., Reif P. S., Knake S., Kunz W. S., Zsurka G., Elger C. E., Bauer J., Rademacher M., Pendziwiat M., Muhle H., Rademacher A., Van Baalen A., Von Spiczak S., Stephani U., Afawi Z., Korczyn A. D., Kanaan M., Canavati C., Kurlemann G., Muller-Schluter K., Kluger G., Hausler M., Blatt I., Lemke J. R., Krey I., Weber Y. G., Wolking S., Becker F., Hengsbach C., Rau S., Maisch A. F., Steinhoff B. J., Schulze-Bonhage A., Schubert-Bast S., Schreiber H., Borggrafe I., Schankin C. J., Mayer T., Korinthenberg R., Brockmann K., Dennig D., Madeleyn R., Kalviainen R., Auvinen P., Saarela A., Linnankivi T., Lehesjoki A. -E., Rees M. I., Chung S. -K., Pickrell W. O., Powell R., Schneider N., Balestrini S., Zagaglia S., Braatz V., Johnson M. R., Auce P., Sills G. J., Baum L. W., Sham P. C., Cherny S. S., Lui C. H. T., Barisic N., Delanty N., Doherty C. P., Shukralla A., McCormack M., El-Naggar H., Canafoglia L., Franceschetti S., Castellotti B., Granata T., Zara F., Iacomino M., Madia F., Vari M. S., Mancardi M. M., Salpietro V., Bisulli F., Tinuper P., Licchetta L., Pippucci T., Stipa C., Muccioli L., Minardi R., Gambardella A., Labate A., Annesi G., Manna L., Gagliardi M., Parrini E., Mei D., Vetro A., Bianchini C., Montomoli M., Doccini V., Marini C., Suzuki T., Inoue Y., Yamakawa K., Birute T., Ruta M., Algirdas U., Ruta P., Jurgita G., Ruta S., Sadleir L. G., King C., Mountier E., Caglayan S. H., Arslan M., Yapici Z., Yis U., Topaloglu P., Kara B., Turkdogan D., Gundogdu-Eken A., Bebek N., Ugur-Iseri S., Baykan B., Salman B., Haryanyan G., Yucesan E., Kesim Y., Ozkara C., Sheidley B. R., Shain C., Poduri A., Buono R. J., Ferraro T. N., Sperling M. R., Lo W., Privitera M., French J. A., Schachter S., Kuzniecky R. I., Devinsky O., Hegde M., Khankhanian P., Helbig K. L., Ellis C. A., Spalletta G., Piras F., Gili T., Ciullo V., Leu C., Stevelink R., Smith A.W., Goleva S.B., Kanai M., Ferguson L., Campbell C., Kamatani Y., Okada Y., Sisodiya S.M., Cavalleri G.L., Koeleman B.P.C., Lerche H., Jehi L., Davis L.K., Najm I.M., Palotie A., Daly M.J., Busch R.M., Lal D., Feng Y.-C.A., Howrigan D.P., Abbott L.E., Tashman K., Cerrato F., Churchhouse C., Gupta N., Neale B.M., Berkovic S.F., Goldstein D.B., Lowenstein D.H., Cossette P., Cotsapas C., De Jonghe P., Dixon-Salazar T., Guerrini R., Hakonarson H., Heinzen E.L., Helbig I., Kwan P., Marson A.G., Petrovski S., Kamalakaran S., Stewart R., Weckhuysen S., Depondt C., Dlugos D.J., Scheffer I.E., Striano P., Freyer C., Krause R., May P., McKenna K., Regan B.M., Bellows S.T., Bennett C.A., Johns E.M.C., Macdonald A., Shilling H., Burgess R., Weckhuysen D., Bahlo M., O'Brien T.J., Todaro M., Stamberger H., Andrade D.M., Sadoway T.R., Mo K., Krestel H., Gallati S., Papacostas S.S., Kousiappa I., Tanteles G.A., Sterbova K., Vlckova M., Sedlackova L., Lassuthova P., Klein K.M., Rosenow F., Reif P.S., Knake S., Kunz W.S., Zsurka G., Elger C.E., Bauer J., Rademacher M., Pendziwiat M., Muhle H., Rademacher A., Van Baalen A., Von Spiczak S., Stephani U., Afawi Z., Korczyn A.D., Kanaan M., Canavati C., Kurlemann G., Muller-Schluter K., Kluger G., Hausler M., Blatt I., Lemke J.R., Krey I., Weber Y.G., Wolking S., Becker F., Hengsbach C., Rau S., Maisch A.F., Steinhoff B.J., Schulze-Bonhage A., Schubert-Bast S., Schreiber H., Borggrafe I., Schankin C.J., Mayer T., Korinthenberg R., Brockmann K., Dennig D., Madeleyn R., Kalviainen R., Auvinen P., Saarela A., Linnankivi T., Lehesjoki A.-E., Rees M.I., Chung S.-K., Pickrell W.O., Powell R., Schneider N., Balestrini S., Zagaglia S., Braatz V., Johnson M.R., Auce P., Sills G.J., Baum L.W., Sham P.C., Cherny S.S., Lui C.H.T., Barisic N., Delanty N., Doherty C.P., Shukralla A., McCormack M., El-Naggar H., Canafoglia L., Franceschetti S., Castellotti B., Granata T., Zara F., Iacomino M., Madia F., Vari M.S., Mancardi M.M., Salpietro V., Bisulli F., Tinuper P., Licchetta L., Pippucci T., Stipa C., Muccioli L., Minardi R., Gambardella A., Labate A., Annesi G., Manna L., Gagliardi M., Parrini E., Mei D., Vetro A., Bianchini C., Montomoli M., Doccini V., Marini C., Suzuki T., Inoue Y., Yamakawa K., Birute T., Ruta M., Algirdas U., Ruta P., Jurgita G., Ruta S., Sadleir L.G., King C., Mountier E., Caglayan S.H., Arslan M., Yapici Z., Yis U., Topaloglu P., Kara B., Turkdogan D., Gundogdu-Eken A., Bebek N., Ugur-Iseri S., Baykan B., Salman B., Haryanyan G., Yucesan E., Kesim Y., Ozkara C., Sheidley B.R., Shain C., Poduri A., Buono R.J., Ferraro T.N., Sperling M.R., Lo W., Privitera M., French J.A., Schachter S., Kuzniecky R.I., Devinsky O., Hegde M., Khankhanian P., Helbig K.L., Ellis C.A., Spalletta G., Piras F., Gili T., Ciullo V., Commission of the European Communities, Medical Research Council (MRC), Tumienė, Birutė, Mameniškienė, Rūta, Utkus, Algirdas, Praninskienė, Rūta, Grikinienė, Jurgita, Samaitienė-Aleknienė, Rūta, Centre of Excellence in Complex Disease Genetics, Aarno Palotie / Principal Investigator, Institute for Molecular Medicine Finland, Genomics of Neurological and Neuropsychiatric Disorders, University of Helsinki, Helsinki Institute of Life Science HiLIFE, and Department of Medical and Clinical Genetics

Subjects
0301 basic medicine, Male, Multifactorial Inheritance, Epi25 Consortium, Databases, Factual, FEATURES, Genome-wide association study, Epilepsies, 3124 Neurology and psychiatry, Cohort Studies, Epilepsy, 0302 clinical medicine, Cost of Illness, 1ST SEIZURE, HISTORY, genetics, POPULATION, 11 Medical and Health Sciences, education.field_of_study, medicine.diagnostic_test, SCORES, Single Nucleotide, Biobank, 3. Good health, 17 Psychology and Cognitive Sciences, Genetic generalized epilepsy, Epilepsy, Generalized, Female, Partial, Cohort study, Human, medicine.medical_specialty, Population, European Continental Ancestry Group, Clinical Neurology, BIOBANK, Polymorphism, Single Nucleotide, epilepsy, genetic generalized epilepsy, common variant risk, Databases, 03 medical and health sciences, Genetic, Internal medicine, medicine, Journal Article, Genetics, Humans, Genetic Predisposition to Disease, Polymorphism, GENOME-WIDE ASSOCIATION, Generalized epilepsy, education, SEIZURE RECURRENCE, Factual, METAANALYSIS, Genetic testing, Neurology & Neurosurgery, RISK PREDICTION, Generalized, business.industry, 3112 Neurosciences, Common variant risk, Genetic Variation, Original Articles, medicine.disease, Comorbidity, Cost of Illne, Epilepsies, Partial, Genome-Wide Association Study, 030104 developmental biology, Neurology (clinical), Cohort Studie, business, 030217 neurology & neurosurgery
Abstract

See Hansen and Møller (doi:10.1093/brain/awz318) for a scientific commentary on this article. Using polygenic risk scores from a genome-wide association study in generalized and focal epilepsy, Leu et al. reveal a significantly higher genetic burden for epilepsy in multiple cohorts of people with epilepsy compared to population controls. Quantification of common variant burden may be valuable for epilepsy prognosis and treatment., 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.

Published
2019
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