Identification of novel genomic risk loci shared between common epilepsies and psychiatric disorders.
Humans
Autism Spectrum Disorder
/ genetics
Genome-Wide Association Study
Attention Deficit Disorder with Hyperactivity
Epilepsies, Partial
/ genetics
Genomics
Epilepsy, Generalized
/ genetics
Genetic Loci
/ genetics
Genetic Predisposition to Disease
/ genetics
Polymorphism, Single Nucleotide
/ genetics
23andMe
GWAS
ILAE
MoBa
conjunctional FDR
pleiotropy
Journal
Brain : a journal of neurology
ISSN: 1460-2156
Titre abrégé: Brain
Pays: England
ID NLM: 0372537
Informations de publication
Date de publication:
01 08 2023
01 08 2023
Historique:
received:
14
09
2022
revised:
08
01
2023
accepted:
29
01
2023
medline:
3
8
2023
pubmed:
10
2
2023
entrez:
9
2
2023
Statut:
ppublish
Résumé
Psychiatric disorders and common epilepsies are heritable disorders with a high comorbidity and overlapping symptoms. However, the causative mechanisms underlying this relationship are poorly understood. Here we aimed to identify overlapping genetic loci between epilepsy and psychiatric disorders to gain a better understanding of their comorbidity and shared clinical features. We analysed genome-wide association study data for all epilepsies (n = 44 889), genetic generalized epilepsy (n = 33 446), focal epilepsy (n = 39 348), schizophrenia (n = 77 096), bipolar disorder (n = 406 405), depression (n = 500 199), attention deficit hyperactivity disorder (n = 53 293) and autism spectrum disorder (n = 46 350). First, we applied the MiXeR tool to estimate the total number of causal variants influencing the disorders. Next, we used the conjunctional false discovery rate statistical framework to improve power to discover shared genomic loci. Additionally, we assessed the validity of the findings in independent cohorts, and functionally characterized the identified loci. The epilepsy phenotypes were considerably less polygenic (1.0 K to 3.4 K causal variants) than the psychiatric disorders (5.6 K to 13.9 K causal variants), with focal epilepsy being the least polygenic (1.0 K variants), and depression having the highest polygenicity (13.9 K variants). We observed cross-trait genetic enrichment between genetic generalized epilepsy and all psychiatric disorders and between all epilepsies and schizophrenia and depression. Using conjunctional false discovery rate analysis, we identified 40 distinct loci jointly associated with epilepsies and psychiatric disorders at conjunctional false discovery rate <0.05, four of which were associated with all epilepsies and 39 with genetic generalized epilepsy. Most epilepsy risk loci were shared with schizophrenia (n = 31). Among the identified loci, 32 were novel for genetic generalized epilepsy, and two were novel for all epilepsies. There was a mixture of concordant and discordant allelic effects in the shared loci. The sign concordance of the identified variants was highly consistent between the discovery and independent datasets for all disorders, supporting the validity of the findings. Gene-set analysis for the shared loci between schizophrenia and genetic generalized epilepsy implicated biological processes related to cell cycle regulation, protein phosphatase activity, and membrane and vesicle function; the gene-set analyses for the other loci were underpowered. The extensive genetic overlap with mixed effect directions between psychiatric disorders and common epilepsies demonstrates a complex genetic relationship between these disorders, in line with their bi-directional relationship, and indicates that overlapping genetic risk may contribute to shared pathophysiological and clinical features between epilepsy and psychiatric disorders.
Identifiants
pubmed: 36757824
pii: 7033320
doi: 10.1093/brain/awad038
pmc: PMC10393410
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
3392-3403Subventions
Organisme : NIDA NIH HHS
ID : U24 DA041123
Pays : United States
Informations de copyright
© The Author(s) 2023. Published by Oxford University Press on behalf of the Guarantors of Brain.
Références
Nat Rev Neurol. 2016 Feb;12(2):106-16
pubmed: 26782334
Hum Genet. 2020 Jan;139(1):85-94
pubmed: 31520123
Nat Rev Neurol. 2020 Jul;16(7):366-379
pubmed: 32528109
Schizophr Bull. 2017 May 1;43(3):654-664
pubmed: 27338279
Nat Rev Neurosci. 2022 Jun;23(6):323-341
pubmed: 35440779
Nat Genet. 2019 Dec;51(12):1670-1678
pubmed: 31740837
Nat Genet. 2021 Jun;53(6):817-829
pubmed: 34002096
Nat Neurosci. 2021 Jul;24(7):954-963
pubmed: 34045744
Biochim Biophys Acta. 1998 Mar 13;1396(3):245-50
pubmed: 9545573
Epilepsy Res. 2001 May;44(2-3):167-78
pubmed: 11325572
Int J Oncol. 2004 Dec;25(6):1875-80
pubmed: 15547729
Mol Psychiatry. 2019 May;24(5):653-673
pubmed: 29955163
Biometrika. 2011 Mar;98(1):199-214
pubmed: 23049127
Brain. 2014 Mar;137(Pt 3):795-805
pubmed: 24468822
Int J Epidemiol. 2006 Oct;35(5):1146-50
pubmed: 16926217
Science. 2018 Jun 22;360(6395):
pubmed: 29930110
Cold Spring Harb Perspect Med. 2016 May 02;6(5):
pubmed: 27141079
Nat Rev Neurosci. 2000 Oct;1(1):21-30
pubmed: 11252765
JAMA Psychiatry. 2021 Feb 1;78(2):210-219
pubmed: 33052393
Eur Neuropsychopharmacol. 2021 Oct;51:68-70
pubmed: 34091254
Nat Genet. 2019 Mar;51(3):431-444
pubmed: 30804558
Nat Genet. 2016 Sep;48(9):1031-6
pubmed: 27479909
Genet Res (Camb). 2019 Jun 13;101:e8
pubmed: 31190668
Cell. 2019 Dec 12;179(7):1469-1482.e11
pubmed: 31835028
Trends Biochem Sci. 2019 Jan;44(1):64-74
pubmed: 30446376
J Clin Neurol. 2021 Apr;17(2):176-186
pubmed: 33835737
Mol Psychiatry. 2020 Apr;25(4):844-853
pubmed: 30610197
Epilepsy Behav. 2003 Dec;4 Suppl 4:S2-10
pubmed: 14654422
Epilepsia. 2013 Aug;54 Suppl 4:44-60
pubmed: 23909853
Nat Genet. 2015 Jul;47(7):702-9
pubmed: 25985137
JAMA Psychiatry. 2021 Sep 1;78(9):1020-1030
pubmed: 34160554
Nat Genet. 2018 May;50(5):668-681
pubmed: 29700475
Nature. 2022 Apr;604(7906):502-508
pubmed: 35396580
Nat Genet. 2019 Jan;51(1):63-75
pubmed: 30478444
Curr Neurol Neurosci Rep. 2010 May;10(3):207-14
pubmed: 20425036
JAMA Psychiatry. 2017 Oct 1;74(10):1065-1075
pubmed: 28746715
Eur J Paediatr Neurol. 2020 Jan;24:105-116
pubmed: 31932120
Nat Rev Genet. 2013 Jul;14(7):483-95
pubmed: 23752797
Psychiatry Res. 2022 Oct;316:114794
pubmed: 35994864
Neuron. 2018 May 2;98(3):466-481
pubmed: 29723500
Am J Hum Genet. 2017 Apr 6;100(4):635-649
pubmed: 28366442
Biol Psychiatry. 2021 Feb 1;89(3):227-235
pubmed: 32201043
Nat Genet. 2013 Jun;45(6):580-5
pubmed: 23715323
Cold Spring Harb Perspect Biol. 2014 Jul 01;6(7):a016477
pubmed: 24984776
Nat Commun. 2018 Dec 10;9(1):5269
pubmed: 30531953
Genomics. 2000 May 15;66(1):26-34
pubmed: 10843801
Nat Commun. 2017 Nov 28;8(1):1826
pubmed: 29184056
Front Neurosci. 2021 Aug 12;15:722592
pubmed: 34456681
Cell. 2019 Mar 21;177(1):162-183
pubmed: 30901538
Brain. 2022 Mar 29;145(1):142-153
pubmed: 34273149
Nucleic Acids Res. 2019 Jan 8;47(D1):D1005-D1012
pubmed: 30445434
Nature. 2016 Feb 11;530(7589):177-83
pubmed: 26814963
JAMA Neurol. 2018 Jul 1;75(7):860-875
pubmed: 29630712
Cell Mol Life Sci. 2012 Nov;69(22):3881-93
pubmed: 22752157
Nature. 2020 Apr;580(7803):402-408
pubmed: 32296183
Neuropsychopharmacology. 2023 Jan;48(1):113-120
pubmed: 35810199
PLoS Genet. 2013 Apr;9(4):e1003455
pubmed: 23637625
Nat Genet. 2023 Feb;55(2):198-208
pubmed: 36702997
Front Neurosci. 2019 Mar 13;13:220
pubmed: 30930738
JAMA Neurol. 2016 Jun 1;73(6):691-7
pubmed: 27088644
Int J Epidemiol. 2016 Apr;45(2):382-8
pubmed: 27063603
Lancet. 2013 Apr 20;381(9875):1371-1379
pubmed: 23453885
Nature. 2009 Aug 6;460(7256):748-52
pubmed: 19571811
Nat Genet. 2014 Mar;46(3):310-5
pubmed: 24487276
Genes Dev. 2019 Oct 1;33(19-20):1397-1415
pubmed: 31467087
Nature. 2015 Oct 1;526(7571):68-74
pubmed: 26432245
Nat Genet. 2018 Jul;50(7):912-919
pubmed: 29942086
Nat Rev Genet. 2004 Dec;5(12):889-99
pubmed: 15573121
Nat Rev Dis Primers. 2018 May 03;4:18024
pubmed: 29722352
Nat Commun. 2018 Apr 16;9(1):1470
pubmed: 29662059
Neurology. 2016 Jul 12;87(2):192-7
pubmed: 27306624
PLoS Genet. 2020 May 19;16(5):e1008612
pubmed: 32427991
Addiction. 2022 Mar;117(3):600-610
pubmed: 34472679
Ann Neurol. 2012 Aug;72(2):184-91
pubmed: 22887468
Lancet. 2020 Oct 17;396(10258):1204-1222
pubmed: 33069326
Genes Dev. 2002 Dec 1;16(23):2991-3003
pubmed: 12464630
Brief Bioinform. 2011 Sep;12(5):449-62
pubmed: 21873635
Science. 2021 Sep 24;373(6562):1468-1473
pubmed: 34554790