Genetic prediction of antihyperglycemic drug targets and risk of epilepsy: a mendelian randomisation study

Kaiping Zhou, Huan Yang, Zhihao Xie, Weiping Wang, Zhenzhen Qu
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Abstract

A connection between diabetes and an increased risk of epilepsy has been suggested by observational studies. Animal studies have also shown that antihyperglycemic drugs can improve seizures. However, it is unclear whether antihyperglycemic drugs have a causal role in epilepsy in humans. To investigate this potential causal relationship, a Mendelian randomisation study was conducted using International League Against Epilepsy data as the discovery set and FinnGen data as the replication set. It was discovered that three antidiabetic drug target genes, ETFDH, CYP21A2 and CYP2D6, were involved in the occurrence of epilepsy. In particular, ETFDH was identified as a target gene in both the discovery set (inverse variance weighting [IVW], odds ratio [OR] = 1.018, 95% confidence interval [CI], 1.004–1.033, p = 0.009) and replication set (IVW, OR = 1.074, 95% CI, 1.034–1.114, p = 0.00016), and CYP21A2 was identified in the discovery set (IVW, OR = 1.029, 95% CI, 1.005–1.053, p = 0.016) and replication set (IVW, OR = 1.057, 95% CI, 1.001–1.116, p = 0.045) as having a causal association with an increased risk of epilepsy. Conversely, the CYP2D6 gene was found to be a protective factor for epilepsy in both the discovery set (IVW, OR = 0.0984, 95% CI, 0.969–0.998, p = 0.025) and replication set (IVW, OR = 0.977, 95% CI, 0.955–1.000, p = 0.046). A search of DrugBank revealed that metformin, an anti-glucose drug, is an inhibitor of the ETFDH gene and may have a potential therapeutic effect on epilepsy.
抗高血糖药物靶点和癫痫风险的基因预测:亡羊补牢随机化研究
观察性研究表明,糖尿病与癫痫风险增加之间存在联系。动物研究也表明,降糖药物可以改善癫痫发作。然而,目前尚不清楚降糖药物对人类癫痫是否有因果关系。为了研究这种潜在的因果关系,我们以国际抗癫痫联盟的数据为发现集,以 FinnGen 的数据为复制集,进行了一项孟德尔随机研究。研究发现,ETFDH、CYP21A2 和 CYP2D6 这三个抗糖尿病药物靶基因与癫痫的发生有关。其中,ETFDH 在发现集(逆方差加权[IVW],比值比[OR]=1.018,95% 置信区间[CI],1.004-1.033,p = 0.009)和复制集(IVW,比值比[OR]=1.074,95% 置信区间[CI],1.034-1.114,p = 0.00016),而在发现集(IVW,OR = 1.029,95% CI,1.005-1.053,p = 0.016)和复制集(IVW,OR = 1.057,95% CI,1.001-1.116,p = 0.045)中发现 CYP21A2 与癫痫风险增加有因果关系。相反,在发现集(IVW,OR = 0.0984,95% CI,0.969-0.998,p = 0.025)和复制集(IVW,OR = 0.977,95% CI,0.955-1.000,p = 0.046)中发现,CYP2D6 基因是癫痫的保护因素。对 DrugBank 的搜索显示,二甲双胍是一种抗葡萄糖药物,是 ETFDH 基因的抑制剂,可能对癫痫有潜在的治疗作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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