Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, United Kingdom.
Institute of Systems, Molecular and Integrative Biology, Pharmacology and Therapeutics, University of Liverpool, Liverpool, United Kingdom.
PLoS One. 2024 Aug 29;19(8):e0306226. doi: 10.1371/journal.pone.0306226. eCollection 2024.
Valproate is the most effective treatment for idiopathic generalised epilepsy. Currently, its use is restricted in women of childbearing potential owing to high teratogenicity. Recent evidence extended this risk to men's offspring, prompting recommendations to restrict use in everybody aged <55 years. This study will evaluate mortality and morbidity risks associated with valproate withdrawal by emulating a hypothetical randomised-controlled trial (called a "target trial") using retrospective observational data. The data will be drawn from ~250m mainly US patients in the TriNetX repository and ~60m UK patients in Clinical Practice Research Datalink (CPRD). These will be scanned for individuals aged 16-54 years with epilepsy and on valproate who either continued, switched to lamotrigine or levetiracetam, or discontinued valproate between 2014-2024, creating four groups. Randomisation to these groups will be emulated by baseline confounder adjustment using g-methods. Mortality and morbidity outcomes will be assessed and compared between groups over 1-10 years, employing time-to-first-event and recurrent events analyses. A causal prediction model will be developed from these data to aid in predicting the safest alternative antiseizure medications. Together, these findings will optimise informed decision-making about valproate withdrawal and alternative treatment selection, providing immediate and vital information for patients, clinicians and regulators.
丙戊酸盐是特发性全面性癫痫的最有效治疗方法。目前,由于致畸性高,其在有生育能力的女性中的使用受到限制。最近的证据将这种风险扩展到男性后代,促使建议限制年龄<55 岁的所有人使用。本研究将通过使用来自 TriNetX 存储库的约 2.5 亿名主要为美国患者和来自临床实践研究数据链接(CPRD)的约 6000 万名英国患者的回顾性观察数据,模拟一个假设的随机对照试验(称为“目标试验”),来评估丙戊酸盐停药后的死亡率和发病率风险。这些数据将被扫描用于寻找年龄在 16-54 岁、患有癫痫且正在服用丙戊酸盐的患者,这些患者在 2014-2024 年期间要么继续服用丙戊酸盐,要么转为服用拉莫三嗪或左乙拉西坦,要么停用丙戊酸盐,将其分为四组。使用 g 方法进行基线混杂因素调整,模拟这些组的随机分组。在 1-10 年内,通过首次事件和复发性事件分析,评估和比较各组之间的死亡率和发病率结果。将从这些数据中开发出一个因果预测模型,以帮助预测最安全的替代抗癫痫药物。这些发现将共同优化关于丙戊酸盐停药和替代治疗选择的知情决策,为患者、临床医生和监管机构提供即时和重要的信息。