Nature NeuroscienceGenetic & Genomic MedicinePeer-reviewed journal article
Exome sequencing of 20,979 individuals with epilepsy reveals shared and distinct ultra-rare genetic risk across disorder subtypes
Epi25 Collaborative, Siwei CheniD, Bassel W Abou-KhaliliD, Zaid AfawiiD, Quratulain Zulfiqar AliiD, Elisabetta AmadoriiD, Alison AndersoniD, Joe Anderson, Danielle Molinari AndradeiD, Grazia AnnesiiD, Mutluay ArslaniD, Pauls Auce, Melanie BahloiD, Mark D. Baker, Ganna BalaguraiD, Simona BalestriniiD, Eric BanksiD, Carmen BarbaiD, Karen BarbozaiD, Fabrice BartoloméiiD, Nicholas James BassiD, Larry BaumiD, Tobias H. Baumgartner, Betül B. BaykaniD, Nerses BebekiD, , Alica M. GoldmaniD
Abstract
Identifying genetic risk factors for highly heterogeneous disorders like epilepsy remains challenging. Here, we present the largest whole-exome sequencing study of epilepsy to date, with >54,000 human exomes, comprising 20,979 deeply phenotyped patients from multiple genetic ancestry groups with diverse epilepsy subtypes and 33,444 controls, to investigate rare variants that confer disease risk. These analyses implicate seven individual genes, three gene sets, and four copy number variants at exome-wide significance. Genes encoding ion channels show strong association with multiple epilepsy subtypes, including epileptic encephalopathies, generalized and focal epilepsies, while most other gene discoveries are subtype-specific, highlighting distinct genetic contributions to different epilepsies. Combining results from rare single nucleotide/short indel-, copy number-, and common variants, we offer an expanded view of the genetic architecture of epilepsy, with growing evidence of convergence among different genetic risk loci on the same genes. Top candidate genes are enriched for roles in synaptic transmission and neuronal excitability, particularly postnatally and in the neocortex. We also identify shared rare variant risk between epilepsy and other neurodevelopmental disorders. Our data can be accessed via an interactive browser, hopefully facilitating diagnostic efforts and accelerating the development of follow-up studies.
- organism: human
- assay: whole-exome sequencing
- research focus: variant calling
- research focus: variant effect prediction
- approach: statistical model
- Citations
- 72
- FWCI
- 21.05
- Field percentile
- top 1%
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