Polygenic burden in focal and generalized epilepsies

Author:

Leu Costin123ORCID,Stevelink Remi4,Smith Alexander W2,Goleva Slavina B56,Kanai Masahiro278910,Ferguson Lisa111213,Campbell Ciaran1415,Kamatani Yoichiro1016ORCID,Okada Yukinori101718,Sisodiya Sanjay M319,Cavalleri Gianpiero L1415,Koeleman Bobby P C4,Lerche Holger20,Jehi Lara1113,Davis Lea K56,Najm Imad M1113,Palotie Aarno221,Daly Mark J2721,Busch Robyn M111213,Lal Dennis121122,

Affiliation:

1. Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA

2. Stanley Center for Psychiatric Research, Broad Institute of Harvard and M.I.T, Cambridge, MA, USA

3. Department of Clinical and Experimental Epilepsy, Institute of Neurology, University College London, Queen Square, London, UK

4. Department of Genetics, University Medical Center Utrecht, Utrecht, The Netherlands

5. Division of Genetic Medicine, Department of Medicine, Vanderbilt University, Nashville, TN, USA

6. Vanderbilt Genetics Institute, Vanderbilt University, Nashville, TN, USA

7. Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA

8. Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA, USA

9. Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA

10. Laboratory for Statistical Analysis, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan

11. Epilepsy Center, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA

12. Department of Psychiatry and Psychology, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA

13. Department of Neurology, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA

14. Department of Molecular and Cellular Therapeutics, The Royal College of Surgeons in Ireland, Dublin 2, Ireland

15. The FutureNeuro Research Centre, Dublin 2, Ireland

16. Kyoto-McGill International Collaborative School in Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan

17. Department of Statistical Genetics, Osaka University Graduate School of Medicine, Suita, Japan

18. Laboratory of Statistical Immunology, Immunology Frontier Research Center (WPI-IFReC), Osaka University, Suita, Japan

19. Chalfont Centre for Epilepsy, Chalfont-St-Peter, Buckinghamshire, UK

20. Department of Neurology and Epileptology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany

21. Institute of Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland

22. Cologne Center for Genomics (CCG), University of Cologne, Cologne, Germany

Abstract

Abstract 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.

Funder

Centers for Common Disease Genomics

CCDG

National Human Genome Research Institute

NHGRI

National Heart, Lung, and Blood Institute

NHLBI

Broad Institute

Publisher

Oxford University Press (OUP)

Subject

Clinical Neurology

Reference42 articles.

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