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. 2024 Nov:109:105404.
doi: 10.1016/j.ebiom.2024.105404. Epub 2024 Oct 30.

Investigating the effect of polygenic background on epilepsy phenotype in 'monogenic' families

Collaborators, Affiliations

Investigating the effect of polygenic background on epilepsy phenotype in 'monogenic' families

Karen L Oliver et al. EBioMedicine. 2024 Nov.

Abstract

Background: Phenotypic variability within families with epilepsy is often observed, even when relatives share the same monogenic cause. We aimed to investigate whether common polygenic risk for epilepsy could explain the penetrance and phenotypic expression of rare pathogenic variants in familial epilepsies.

Methods: We studied 58 clinically heterogeneous families with genetic epilepsy with febrile seizures plus (GEFS+). Relatives were coded as either unaffected or affected with epilepsy, and graded according to phenotype severity: no seizures, febrile seizures (FS) only, febrile seizures plus (FS+), generalised/focal epilepsy, or developmental and epileptic encephalopathy (DEE). Epilepsy polygenic risk scores (PRSs) were tested for association with epilepsy phenotype. Within families, the mean PRS difference was compared between pairs concordant versus discordant for phenotype severity. Statistical analyses were performed using mixed-effect regression models.

Findings: 304 individuals segregating a known, or presumed, rare variant of large effect, were studied. Within families, higher epilepsy polygenic risk was associated with an epilepsy diagnosis (OR = 1.39, 95% CI 1.08, 1.80, padj = 0.040). Relatives with a more severe phenotype had a mean pairwise PRS difference of +0.19 higher than relatives with a milder phenotype (padj = 0.010). The difference increased with greater phenotype discordance between relatives. As the cohort included two rare variants with >30 relatives each, variant-specific genotype-phenotype associations could also be analysed. Whilst the epilepsy PRS effect was strong for relatives segregating the GABRG2 p.Arg82Gln pathogenic variant (padj = 0.0010), the effect was not significant for SCN1B p.Cys121Trp.

Interpretation: We provide support for genetic background modifying the penetrance and phenotypic expression of rare variants associated with 'monogenic' epilepsies. In GEFS+ families, relatives with higher epilepsy PRSs were more likely to show penetrance (epilepsy diagnosis) and a more severe phenotype. Variant-specific analyses suggest that some rare variants may be more susceptible to PRS modification, carrying important genetic counselling and disease prognostication implications for patients.

Funding: National Health and Medical Research Council of Australia, Medical Research Future Fund of Australia.

Keywords: Epilepsy genetics; Familial epilepsies; GABRG2; GEFS+; Genetic modifiers; Polygenic risk.

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Conflict of interest statement

Declaration of interests M.B. has received payment for thesis examination from University of Sydney, Australian National University, University of Melbourne; has received support for registration to the Genetics Society of AustralAsia and GeneMappers conferences; is/was a member of the Australian Academy of Health and Medical Sciences Reports Committee, the GenV Steering Committee, the Australian Academy of Health and Medical Sciences Australian Learned Academies Data Internetworking Network (ALADIN) Project Steering Committee, American Epilepsy Society Basic Sciences Committee, the Viertel Foundation Medical Advisory Board and a board member for the Australian Genome Research Facility. S.F.B has received educational grants from UCB Pharma, Eisai, SEER, Chiesi, LivaNova; consulting fees from Praxis Precision Medicines, Sequiris; speaker honoraria from Eisai, DeltaMed; serves as the Chief Medical Officer for the Epilepsy Foundation (Victoria); and has a patent for SCN1A testing held by Bionomics Inc and licensed to various diagnostic companies. I.E.S has served on scientific advisory boards for Bellberry Ltd, BioMarin, Chiesi, Eisai, Encoded Therapeutics, Garvan Institute of Medical Research, Knopp Biosciences, Longboard Pharmaceuticals, UCB, Takeda Pharmaceuticals; has received speaker honoraria from Akumentis Pharma, Biocodex, BioMarin, Chiesi, Eisai, GlaxoSmithKline, Liva Nova, Nutricia, Stoke Therapeutics, UCB, Zuellig Pharma; has received funding for travel from Biomarin, Eisai, GlaxoSmithKline, Stoke Therapeutics, UCB; has served as an investigator for Anavex Life Sciences, Cerebral Therapeutics, Cerecin Inc, Cereval Therapeutics, Eisai, Encoded Therapeutics, EpiMinder Inc, ES-Therapeutics, GW Pharmaceuticals, Marinus Pharmaceuticals, Neuren Pharmaceuticals, Neurocrine BioSciences, Ovid Therapeutics, Takeda Pharmaceuticals, UCB, Ultragenyx, Xenon Pharmaceuticals, Zogenix, Zynerba Pharmaceuticals; and has consulted for Biohaven Pharmaceuticals, Care Beyond Diagnosis, Cerecin Inc, Eisai, Epilepsy Consortium, Longboard Pharmaceuticals, UCB, Zynerba Pharmaceuticals; and is a Non-Executive Director of Bellberry Ltd and a Director of the Australian Academy of Health and Medical Sciences and the Australian Council of Learned Academies Ltd. She may accrue future revenue on pending patent WO2009/086591: Diagnostic And Therapeutic Methods For EFMR (Epilepsy And Mental Retardation Limited To Females); has a patent for SCN1A testing held by Bionomics Inc and licensed to various diagnostic companies; has a patent molecular diagnostic/theranostic target for benign familial infantile epilepsy (BFIE) [PRRT2] with royalties paid. C.A.E has received consulting fees from Epiminder Pty Ltd. The Epi4K Consortium was supported by an NINDS National Institute of Health Grant [U01NS077367].

Figures

Fig. 1
Fig. 1
a: Normalised distributions of epilepsy PRS in GEFS+ cohort stratified by epilepsy status, b: Mean epilepsy PRS values with 95% confidence intervals for cohort stratified by epilepsy status relative to the control population sample (bold horizontal line at y = 0). Note, the unaffected relative group without epilepsy includes individuals with no seizures and those with febrile seizures only. The epilepsy PRS model was comprised of 39,074 SNPs. The logistic mixed-effects regression model used PRS as exposure variable, sex assigned at birth, cohort, RV, FS and the first five ancestry PCs as fixed-effects covariates, and family identifier as random-effects covariate. The reported p-value was adjusted for the four PRS models tested (see methods; Supplementary Table S1).
Fig. 2
Fig. 2
Mean epilepsy PRS difference with 95% confidence intervals between pairs of relatives within GEFS+ families. a: Comparison between relative pairs with concordant versus discordant phenotypes. b: Comparison between relative pairs grouped by degree of phenotype discordance where 0-grade difference captures concordant phenotypes. Statistical comparisons were made using linear mixed models with kinship included as a fixed-effect covariate and family identifier (FID) as a random-effects covariate. Permutation derived p-values were adjusted for five test comparisons.
Fig. 3
Fig. 3
Pedigree of family with the GABRG2 p.Arg82Gln rare variant. Modified from version published in Marini et al., 2003 to only include relatives with both the RV and DNA available for PRS generation. Individual pedigree identifiers have been kept the same for all relatives that are included in both papers. Eight of the eleven relatives coded as severity scale 4 (orange symbol) have childhood absence epilepsy (a generalised epilepsy syndrome). The exceptions are individuals II-6 and IV-9 with temporal lobe epilepsy (a focal epilepsy syndrome) and III-15 with unclassified epilepsy. Individual II-2 coded as severity scale 5 (red symbol) has a diagnosis of epilepsy with myoclonic-atonic seizures (EMAtS).

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