Department of Neurology, The Third Affiliated Hospital of Soochow University, Changzhou, China.
Department of Neurology, Jinling Hospital, Medical School of Nanjing University, Nanjing, China.
Epilepsia. 2021 Jun;62(6):1362-1368. doi: 10.1111/epi.16894. Epub 2021 Apr 5.
Observational studies have suggested that increased levels of education and cognition are associated with a reduced risk of epilepsy. However, such associations are easily influenced by confounding or reverse causality. Hence, we conducted a two-sample univariable and multivariable Mendelian randomization (MR) to estimate the total and independent causal effects of educational attainment and cognition on epilepsy risk.
We performed MR estimates on International League Against Epilepsy (ILAE) Consortium genome-wide association study (GWAS) data (15 212 epilepsy cases and 29 677 controls). We then validated the results in FinnGen (3424 epilepsy cases and 110 963 controls) and applied meta-analysis to all the results.
In the meta-analysis of the ILAE and FinnGen results, genetically determined increased educational attainment was associated with a reduced risk of epilepsy (odds ratio [OR] 0.84, 95% confidence interval [CI] 0.80-0.88; P < .001). Similarly, genetically determined increased cognitive function was associated with a reduced risk of epilepsy (OR 0.94, 95% CI 0.88-1.00, P = .043). When educational attainment and cognitive function were included in the same multivariable MR, only educational attainment was still associated with a reduced risk of epilepsy (OR 0.88, 95% CI 0.81-0.95, P = .002).
This MR study provides evidence to support that increased educational attainment can reduce the risk of developing epilepsy independent of cognitive function.
观察性研究表明,教育程度和认知能力的提高与癫痫风险降低有关。然而,这些关联很容易受到混杂因素或反向因果关系的影响。因此,我们进行了两样本单变量和多变量孟德尔随机化(MR)分析,以估计教育程度和认知能力对癫痫风险的总影响和独立因果效应。
我们对国际抗癫痫联盟(ILAE)基因组关联研究(GWAS)数据(15212 例癫痫病例和 29677 例对照)进行了 MR 估计。然后,我们在芬兰遗传(FinnGen)研究中验证了结果(3424 例癫痫病例和 110963 例对照),并对所有结果进行了荟萃分析。
在 ILAE 和 FinnGen 结果的荟萃分析中,遗传上确定的受教育程度增加与癫痫风险降低相关(比值比 [OR] 0.84,95%置信区间 [CI] 0.80-0.88;P < 0.001)。同样,遗传上确定的认知功能增强与癫痫风险降低相关(OR 0.94,95% CI 0.88-1.00,P = 0.043)。当教育程度和认知功能同时包含在多变量 MR 中时,只有教育程度仍然与癫痫风险降低相关(OR 0.88,95% CI 0.81-0.95,P = 0.002)。
这项 MR 研究提供了证据支持,即教育程度的提高可以降低癫痫发病风险,而与认知功能无关。