Polygenic Risk of Epilepsy and Post-Stroke Epilepsy

癫痫 生命银行 冲程(发动机) 医学 优势比 遗传倾向 逻辑回归 基因检测 全基因组关联研究 内科学 基因型 生物信息学 精神科 遗传学 单核苷酸多态性 生物 基因 疾病 机械工程 工程类
作者
Cyprien Rivier,Santiago Clocchiatti‐Tuozzo,Shubham Misra,Johan Zelano,Rajarshi Mazumder,Lauren Sansing,Adam de Havenon,Lawrence J. Hirsch,David S. Liebeskind,Emily J. Gilmore,Kevin N. Sheth,Jennifer A. Kim,Bradford B. Worrall,Guido J. Falcone,Nishant K. Mishra
出处
期刊:Cold Spring Harbor Laboratory - medRxiv 被引量:2
标识
DOI:10.1101/2023.09.18.23295739
摘要

ABSTRACT Background and Aims Epilepsy is highly heritable, with numerous known genetic risk loci. However, the genetic predisposition’s role in post-acute brain injury epilepsy remains understudied. This study assesses whether a higher genetic predisposition to epilepsy raises post-stroke or Transient Ischemic Attack (TIA) survivor’s risk of Post-Stroke Epilepsy (PSE). Methods We conducted a three-stage genetic analysis. First, we identified independent epilepsy-associated ( p <5x10 −8 ) genetic variants from public data. Second, we estimated PSE-specific variant weights in stroke/TIA survivors from the UK Biobank. Third, we tested for an association between a polygenic risk score (PRS) and PSE risk in stroke/TIA survivors from the All of Us Research Program. Primary analysis included all ancestries, while a secondary analysis was restricted to European ancestry only. A sensitivity analysis excluded TIA survivors. Association testing was conducted via multivariable logistic regression, adjusting for age, sex, and genetic ancestry. Results Among 19,708 UK Biobank participants with stroke/TIA, 805 (4.1%) developed PSE. Likewise, among 12,251 All of Us participants with stroke/TIA, 394 (3.2%) developed PSE. After establishing PSE-specific weights for 39 epilepsy-linked genetic variants in the UK Biobank, the resultant PRS was associated with elevated odds of PSE development in All of Us (OR:1.16[1.02-1.32]). A similar result was obtained when restricting to participants of European ancestry (OR:1.23[1.02-1.49]) and when excluding participants with a TIA history (OR:1.18[1.02-1.38]). Conclusions Our findings suggest that akin to other forms of epilepsy, genetic predisposition plays an essential role in PSE. Because the PSE data were sparse, our results should be interpreted cautiously.

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