Boddy Sarah, Islam Mahjabin, Moll Tobias, Kurz Julian, Burrows David, McGown Alexander, Bhargava Anushka, Julian Thomas H, Harvey Calum, Marshall Jack Ng, Hall Benjamin Pc, Allen Scott P, Kenna Kevin P, Sanderson Eleanor, Zhang Sai, Ramesh Tennore, Snyder Michael P, Shaw Pamela J, McDermott Christopher, Cooper-Knock Johnathan
Sheffield Institute for Translational Neuroscience (SITraN), University of Sheffield, Sheffield, UK.
Department of Neurology, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands.
Brain Commun. 2022 Mar 17;4(2):fcac069. doi: 10.1093/braincomms/fcac069. eCollection 2022.
Amyotrophic lateral sclerosis is a rapidly progressive neurodegenerative disease that affects 1/350 individuals in the United Kingdom. The cause of amyotrophic lateral sclerosis is unknown in the majority of cases. Two-sample Mendelian randomization enables causal inference between an exposure, such as the serum concentration of a specific metabolite, and disease risk. We obtained genome-wide association study summary statistics for serum concentrations of 566 metabolites which were population matched with a genome-wide association study of amyotrophic lateral sclerosis. For each metabolite, we performed Mendelian randomization using an inverse variance weighted estimate for significance testing. After stringent Bonferroni multiple testing correction, our unbiased screen revealed three metabolites that were significantly linked to the risk of amyotrophic lateral sclerosis: Estrone-3-sulphate and bradykinin were protective, which is consistent with literature describing a male preponderance of amyotrophic lateral sclerosis and a preventive effect of angiotensin-converting enzyme inhibitors which inhibit the breakdown of bradykinin. Serum isoleucine was positively associated with amyotrophic lateral sclerosis risk. All three metabolites were supported by robust Mendelian randomization measures and sensitivity analyses; estrone-3-sulphate and isoleucine were confirmed in a validation amyotrophic lateral sclerosis genome-wide association study. Estrone-3-sulphate is metabolized to the more active estradiol by the enzyme 17β-hydroxysteroid dehydrogenase 1; further, Mendelian randomization demonstrated a protective effect of estradiol and rare variant analysis showed that missense variants within , the gene encoding 17β-hydroxysteroid dehydrogenase 1, modify risk for amyotrophic lateral sclerosis. Finally, in a zebrafish model of -amyotrophic lateral sclerosis, we present evidence that estradiol is neuroprotective. Isoleucine is metabolized via methylmalonyl-CoA mutase encoded by the gene in a reaction that consumes vitamin B12. Multivariable Mendelian randomization revealed that the toxic effect of isoleucine is dependent on the depletion of vitamin B12; consistent with this, rare variants which reduce the function of are protective against amyotrophic lateral sclerosis. We propose that amyotrophic lateral sclerosis patients and family members with high serum isoleucine levels should be offered supplementation with vitamin B12.
肌萎缩侧索硬化症是一种快速进展的神经退行性疾病,在英国每350人中就有1人受其影响。在大多数情况下,肌萎缩侧索硬化症的病因尚不清楚。两样本孟德尔随机化能够推断暴露因素(如特定代谢物的血清浓度)与疾病风险之间的因果关系。我们获得了566种代谢物血清浓度的全基因组关联研究汇总统计数据,这些数据与肌萎缩侧索硬化症的全基因组关联研究进行了人群匹配。对于每种代谢物,我们使用逆方差加权估计进行孟德尔随机化以进行显著性检验。经过严格的Bonferroni多重检验校正后,我们的无偏筛选发现了三种与肌萎缩侧索硬化症风险显著相关的代谢物:硫酸雌酮-3和缓激肽具有保护作用,这与描述肌萎缩侧索硬化症男性患病率较高以及血管紧张素转换酶抑制剂抑制缓激肽分解的预防作用的文献一致。血清异亮氨酸与肌萎缩侧索硬化症风险呈正相关。所有这三种代谢物都得到了可靠的孟德尔随机化方法和敏感性分析的支持;硫酸雌酮-3和异亮氨酸在一项验证性肌萎缩侧索硬化症全基因组关联研究中得到了证实。硫酸雌酮-3通过17β-羟基类固醇脱氢酶1代谢为活性更强的雌二醇;此外,孟德尔随机化显示雌二醇具有保护作用,罕见变异分析表明,编码17β-羟基类固醇脱氢酶1的基因内的错义变异会改变肌萎缩侧索硬化症的风险。最后,在一种肌萎缩侧索硬化症的斑马鱼模型中,我们提供了雌二醇具有神经保护作用的证据。异亮氨酸通过由该基因编码的甲基丙二酰辅酶A变位酶在消耗维生素B12的反应中进行代谢。多变量孟德尔随机化显示异亮氨酸的毒性作用取决于维生素B12的消耗;与此一致的是,降低该基因功能的罕见变异对肌萎缩侧索硬化症具有保护作用。我们建议,对于血清异亮氨酸水平高的肌萎缩侧索硬化症患者及其家庭成员,应给予维生素B12补充剂。