TY - JOUR
T1 - Sub-genic intolerance, ClinVar, and the epilepsies
T2 - A whole-exome sequencing study of 29,165 individuals
AU - Motelow, Joshua E.
AU - Povysil, Gundula
AU - Dhindsa, Ryan S.
AU - Stanley, Kate E.
AU - Allen, Andrew S.
AU - Feng, Yen Chen Anne
AU - Howrigan, Daniel P.
AU - Abbott, Liam E.
AU - Tashman, Katherine
AU - Cerrato, Felecia
AU - Cusick, Caroline
AU - Singh, Tarjinder
AU - Heyne, Henrike
AU - Byrnes, Andrea E.
AU - Churchhouse, Claire
AU - Watts, Nick
AU - Solomonson, Matthew
AU - Lal, Dennis
AU - Gupta, Namrata
AU - Neale, Benjamin M.
AU - Cavalleri, Gianpiero L.
AU - Cossette, Patrick
AU - Cotsapas, Chris
AU - De Jonghe, Peter
AU - Dixon-Salazar, Tracy
AU - Guerrini, Renzo
AU - Hakonarson, Hakon
AU - Heinzen, Erin L.
AU - Helbig, Ingo
AU - Kwan, Patrick
AU - Marson, Anthony G.
AU - Petrovski, Slavé
AU - Kamalakaran, Sitharthan
AU - Sisodiya, Sanjay M.
AU - Stewart, Randy
AU - Weckhuysen, Sarah
AU - Depondt, Chantal
AU - Dlugos, Dennis J.
AU - Scheffer, Ingrid E.
AU - Striano, Pasquale
AU - Freyer, Catharine
AU - Krause, Roland
AU - May, Patrick
AU - McKenna, Kevin
AU - Regan, Brigid M.
AU - Bennett, Caitlin A.
AU - Leu, Costin
AU - Leech, Stephanie L.
AU - O'Brien, Terence J.
AU - Todaro, Marian
AU - Stamberger, Hannah
AU - Andrade, Danielle M.
AU - Ali, Quratulain Zulfiqar
AU - Sadoway, Tara R.
AU - Krestel, Heinz
AU - Schaller, André
AU - Papacostas, Savvas S.
AU - Kousiappa, Ioanna
AU - Tanteles, George A.
AU - Christou, Yiolanda
AU - Štěrbová, Katalin
AU - Vlčková, Markéta
AU - Sedláčková, Lucie
AU - Laššuthová, Petra
AU - Klein, Karl Martin
AU - Rosenow, Felix
AU - Reif, Philipp S.
AU - Knake, Susanne
AU - Neubauer, Bernd A.
AU - Zimprich, Friedrich
AU - Feucht, Martha
AU - Reinthaler, Eva M.
AU - Kunz, Wolfram S.
AU - Zsurka, Gábor
AU - Surges, Rainer
AU - Baumgartner, Tobias
AU - von Wrede, Randi
AU - Pendziwiat, Manuela
AU - Muhle, Hiltrud
AU - Rademacher, Annika
AU - van Baalen, Andreas
AU - von Spiczak, Sarah
AU - Stephani, Ulrich
AU - Afawi, Zaid
AU - Korczyn, Amos D.
AU - Kanaan, Moien
AU - Canavati, Christina
AU - Kurlemann, Gerhard
AU - Müller-Schlüter, Karen
AU - Kluger, Gerhard
AU - Häusler, Martin
AU - Blatt, Ilan
AU - Lemke, Johannes R.
AU - Krey, Ilona
AU - Weber, Yvonne G.
AU - Wolking, Stefan
AU - Becker, Felicitas
AU - Lauxmann, Stephan
AU - Boßelmann, Christian
AU - Kegele, Josua
AU - Hengsbach, Christian
AU - Rau, Sarah
AU - Steinhoff, Bernhard J.
AU - Schulze-Bonhage, Andreas
AU - Borggräfe, Ingo
AU - Schankin, Christoph J.
AU - Schubert-Bast, Susanne
AU - Schreiber, Herbert
AU - Mayer, Thomas
AU - Korinthenberg, Rudolf
AU - Brockmann, Knut
AU - Wolff, Markus
AU - Dennig, Dieter
AU - Madeleyn, Rene
AU - Kälviäinen, Reetta
AU - Saarela, Anni
AU - Timonen, Oskari
AU - Linnankivi, Tarja
AU - Lehesjoki, Anna Elina
AU - Rheims, Sylvain
AU - Lesca, Gaetan
AU - Ryvlin, Philippe
AU - Maillard, Louis
AU - Valton, Luc
AU - Derambure, Philippe
AU - Bartolomei, Fabrice
AU - Hirsch, Edouard
AU - Michel, Véronique
AU - Chassoux, Francine
AU - Rees, Mark I.
AU - Chung, Seo Kyung
AU - Pickrell, William O.
AU - Powell, Robert
AU - Baker, Mark D.
AU - Fonferko-Shadrach, Beata
AU - Lawthom, Charlotte
AU - Anderson, Joseph
AU - Schneider, Natascha
AU - Balestrini, Simona
AU - Zagaglia, Sara
AU - Braatz, Vera
AU - Johnson, Michael R.
AU - Auce, Pauls
AU - Sills, Graeme J.
AU - Baum, Larry W.
AU - Sham, Pak C.
AU - Cherny, Stacey S.
AU - Lui, Colin H.T.
AU - Delanty, Norman
AU - Doherty, Colin P.
AU - Shukralla, Arif
AU - El-Naggar, Hany
AU - Widdess-Walsh, Peter
AU - Barišić, Nina
AU - Canafoglia, Laura
AU - Franceschetti, Silvana
AU - Castellotti, Barbara
AU - Granata, Tiziana
AU - Ragona, Francesca
AU - Zara, Federico
AU - Iacomino, Michele
AU - Riva, Antonella
AU - Madia, Francesca
AU - Vari, Maria Stella
AU - Salpietro, Vincenzo
AU - Scala, Marcello
AU - Mancardi, Maria Margherita
AU - Nobili, Lino
AU - Amadori, Elisabetta
AU - Giacomini, Thea
AU - Bisulli, Francesca
AU - Pippucci, Tommaso
AU - Licchetta, Laura
AU - Minardi, Raffaella
AU - Tinuper, Paolo
AU - Muccioli, Lorenzo
AU - Mostacci, Barbara
AU - Gambardella, Antonio
AU - Labate, Angelo
AU - Annesi, Grazia
AU - Manna, Lorella
AU - Gagliardi, Monica
AU - Parrini, Elena
AU - Mei, Davide
AU - Vetro, Annalisa
AU - Bianchini, Claudia
AU - Montomoli, Martino
AU - Doccini, Viola
AU - Barba, Carmen
AU - Hirose, Shinichi
AU - Ishii, Atsushi
AU - Suzuki, Toshimitsu
AU - Inoue, Yushi
AU - Yamakawa, Kazuhiro
AU - Beydoun, Ahmad
AU - Nasreddine, Wassim
AU - Khoueiry Zgheib, Nathalie
AU - Tumiene, Birute
AU - Utkus, Algirdas
AU - Sadleir, Lynette G.
AU - King, Chontelle
AU - Caglayan, S. Hande
AU - Arslan, Mutluay
AU - Yapıcı, Zuhal
AU - Topaloglu, Pınar
AU - Kara, Bulent
AU - Yis, Uluc
AU - Turkdogan, Dilsad
AU - Gundogdu-Eken, Aslı
AU - Bebek, Nerses
AU - Tsai, Meng Han
AU - Ho, Chen Jui
AU - Lin, Chih Hsiang
AU - Lin, Kuang Lin
AU - Chou, I. Jun
AU - Poduri, Annapurna
AU - Shiedley, Beth R.
AU - Shain, Catherine
AU - Noebels, Jeffrey L.
AU - Goldman, Alicia
AU - Busch, Robyn M.
AU - Jehi, Lara
AU - Najm, Imad M.
AU - Ferguson, Lisa
AU - Khoury, Jean
AU - Glauser, Tracy A.
AU - Clark, Peggy O.
AU - Buono, Russell J.
AU - Ferraro, Thomas N.
AU - Sperling, Michael R.
AU - Lo, Warren
AU - Privitera, Michael
AU - French, Jacqueline A.
AU - Schachter, Steven
AU - Kuzniecky, Ruben I.
AU - Devinsky, Orrin
AU - Hegde, Manu
AU - Greenberg, David A.
AU - Ellis, Colin A.
AU - Goldberg, Ethan
AU - Helbig, Katherine L.
AU - Cosico, Mahgenn
AU - Vaidiswaran, Priya
AU - Fitch, Eryn
AU - Berkovic, Samuel F.
AU - Lerche, Holger
AU - Lowenstein, Daniel H.
AU - Goldstein, David B.
AU - Epi25 Collaborative
N1 - Funding Information:
We thank the Epi25 principal investigators, local staff overseeing individual cohorts, and all of the individuals with epilepsy and their families who participated in Epi25 for their commitment to this international collaboration. J.E.M. is supported by the National Institutes of Health ( TL1TR001875 ). This work is part of the Centers for Common Disease Genomics (CCDG) program, funded by the National Human Genome Research Institute (NHGRI) and the National Heart, Lung, and Blood Institute (NHLBI). CCDG-funded Epi25 research activities at the Broad Institute, including genomic data generation in the Broad Genomics Platform, are supported by NHGRI grant UM1 HG008895 (PIs: Eric Lander, Stacey Gabriel, Mark Daly, and Sekar Kathiresan). The Genome Sequencing Program efforts were also supported by NHGRI grant 5U01HG009088 . The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. A supplemental grant for Epi25 phenotyping was supported by “Epi25 Clinical Phenotyping R03,” National Institutes of Health (1R03NS108145-01); D.H.L. and S.F.B. were the principal investigators. We also thank the Stanley Center for Psychiatric Research at the Broad Institute for supporting the genomic data generation. Additional funding sources and acknowledgment of individual cohorts are listed in the supplemental information .
Publisher Copyright:
© 2021 American Society of Human Genetics
Copyright:
Copyright 2021 Elsevier B.V., All rights reserved.
PY - 2021/6/3
Y1 - 2021/6/3
N2 - Both mild and severe epilepsies are influenced by variants in the same genes, yet an explanation for the resulting phenotypic variation is unknown. As part of the ongoing Epi25 Collaboration, we performed a whole-exome sequencing analysis of 13,487 epilepsy-affected individuals and 15,678 control individuals. While prior Epi25 studies focused on gene-based collapsing analyses, we asked how the pattern of variation within genes differs by epilepsy type. Specifically, we compared the genetic architectures of severe developmental and epileptic encephalopathies (DEEs) and two generally less severe epilepsies, genetic generalized epilepsy and non-acquired focal epilepsy (NAFE). Our gene-based rare variant collapsing analysis used geographic ancestry-based clustering that included broader ancestries than previously possible and revealed novel associations. Using the missense intolerance ratio (MTR), we found that variants in DEE-affected individuals are in significantly more intolerant genic sub-regions than those in NAFE-affected individuals. Only previously reported pathogenic variants absent in available genomic datasets showed a significant burden in epilepsy-affected individuals compared with control individuals, and the ultra-rare pathogenic variants associated with DEE were located in more intolerant genic sub-regions than variants associated with non-DEE epilepsies. MTR filtering improved the yield of ultra-rare pathogenic variants in affected individuals compared with control individuals. Finally, analysis of variants in genes without a disease association revealed a significant burden of loss-of-function variants in the genes most intolerant to such variation, indicating additional epilepsy-risk genes yet to be discovered. Taken together, our study suggests that genic and sub-genic intolerance are critical characteristics for interpreting the effects of variation in genes that influence epilepsy.
AB - Both mild and severe epilepsies are influenced by variants in the same genes, yet an explanation for the resulting phenotypic variation is unknown. As part of the ongoing Epi25 Collaboration, we performed a whole-exome sequencing analysis of 13,487 epilepsy-affected individuals and 15,678 control individuals. While prior Epi25 studies focused on gene-based collapsing analyses, we asked how the pattern of variation within genes differs by epilepsy type. Specifically, we compared the genetic architectures of severe developmental and epileptic encephalopathies (DEEs) and two generally less severe epilepsies, genetic generalized epilepsy and non-acquired focal epilepsy (NAFE). Our gene-based rare variant collapsing analysis used geographic ancestry-based clustering that included broader ancestries than previously possible and revealed novel associations. Using the missense intolerance ratio (MTR), we found that variants in DEE-affected individuals are in significantly more intolerant genic sub-regions than those in NAFE-affected individuals. Only previously reported pathogenic variants absent in available genomic datasets showed a significant burden in epilepsy-affected individuals compared with control individuals, and the ultra-rare pathogenic variants associated with DEE were located in more intolerant genic sub-regions than variants associated with non-DEE epilepsies. MTR filtering improved the yield of ultra-rare pathogenic variants in affected individuals compared with control individuals. Finally, analysis of variants in genes without a disease association revealed a significant burden of loss-of-function variants in the genes most intolerant to such variation, indicating additional epilepsy-risk genes yet to be discovered. Taken together, our study suggests that genic and sub-genic intolerance are critical characteristics for interpreting the effects of variation in genes that influence epilepsy.
KW - ClinVar
KW - Epi25
KW - epilepsy
KW - epileptic encephalopathy
KW - focal epilepsy
KW - generalized epilepsy
KW - intolerance
KW - Louvain
KW - seizures
KW - whole-exome sequencing
UR - http://www.scopus.com/inward/record.url?scp=85107902640&partnerID=8YFLogxK
U2 - 10.1016/j.ajhg.2021.04.009
DO - 10.1016/j.ajhg.2021.04.009
M3 - Article
C2 - 33932343
AN - SCOPUS:85107902640
SN - 0002-9297
VL - 108
SP - 965
EP - 982
JO - American Journal of Human Genetics
JF - American Journal of Human Genetics
IS - 6
ER -