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循环氨基酸在神经退行性疾病中的因果作用:一项两样本孟德尔随机化研究。

The causal role of circulating amino acids on neurodegenerative disorders: A two-sample Mendelian randomization study.

作者信息

Cheng Ji-Yun, Deng Yue-Ting, Yu Jin-Tai

机构信息

Department of Neurology and National Center for Neurological Disorders, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai, China.

出版信息

J Neurochem. 2023 Sep;166(6):972-981. doi: 10.1111/jnc.15937. Epub 2023 Aug 11.

Abstract

Potential associations between the risk of neurodegenerative diseases and circulating levels of amino acids have been implied in both experimental research and observational studies. However, because of the confounding and reverse causality, the findings could be biased. We aimed to determine whether circulating amino acid levels have potential effects on the risk of neurodegenerative diseases through a more robust analysis. So, we performed a total of two MR analyses, a discovery two-sample MR analysis, and a replication test, using summary-level genome-wide association study (GWAS) data, both with circulating levels of amino acids as exposure and risk of neurodegenerative diseases as an outcome. The potential causalities between nine amino acids (Glutamine [Glu], Leucine [Leu], Isoleucine [Ile], Phenylalanine [Phe], Valine [Val], Alanine [Ala], Tyrosine [Tyr], Histidine [His], and Glycine [Gly]) and six neurodegenerative disorders (Alzheimer's disease [AD], Parkinson's disease [PD], Multiple sclerosis [MS], Frontotemporal dementia [FTD], Lewy body dementia [DLB], Amyotrophic lateral sclerosis [ALS]) were explored in this study. According to the discovery MR analysis, 1 SD. increase in circulating levels of Gln was genetically determined to result in a 13% lower risk of AD (IVW OR [95% CI] = 0.872 [0.822, 0.926]; FDR = 7.46 × 10 ) while PD risk was decreased to 63% per SD. increase of circulating Leu levels (IVW OR [95% CI] = 0.628 [0.467, 0.843]; FDR = 0.021). Results from the replication test provide further evidence of the potential association between circulating Gln levels and AD risk (IVW OR [95% CI] = 0.094 [0.028, 0.311]; FDR = 9.98 × 10 ). Meanwhile, sensitivity analysis demonstrated that the significant relationships revealed by our two-sample MR outcomes were reliable. Our analyses provided robust evidence of causal associations between circulating levels of Gln and AD risk as well as circulating Leu levels and risk of PD. However, the underlying mechanisms remain to be further investigated.

摘要

实验研究和观察性研究均表明神经退行性疾病风险与循环氨基酸水平之间可能存在关联。然而,由于存在混杂因素和反向因果关系,研究结果可能存在偏差。我们旨在通过更有力的分析来确定循环氨基酸水平是否对神经退行性疾病风险有潜在影响。因此,我们使用全基因组关联研究(GWAS)汇总水平数据,以循环氨基酸水平作为暴露因素,神经退行性疾病风险作为结局,总共进行了两项孟德尔随机化(MR)分析,一项发现性双样本MR分析和一项重复验证试验。本研究探讨了九种氨基酸(谷氨酰胺[Glu]、亮氨酸[Leu]、异亮氨酸[Ile]、苯丙氨酸[Phe]、缬氨酸[Val]、丙氨酸[Ala]、酪氨酸[Tyr]、组氨酸[His]和甘氨酸[Gly])与六种神经退行性疾病(阿尔茨海默病[AD]、帕金森病[PD]、多发性硬化症[MS]、额颞叶痴呆[FTD]、路易体痴呆[DLB]、肌萎缩侧索硬化症[ALS])之间的潜在因果关系。根据发现性MR分析,基因决定循环Gln水平每增加1个标准差,AD风险降低13%(逆方差加权法比值比[95%置信区间]=0.872[0.822,0.至0.926];错误发现率=FDR=7.46×10),而循环Leu水平每增加1个标准差,PD风险降低至63%(逆方差加权法比值比[95%置信区间]=0.628[0.467,0.843];错误发现率=FDR=0.021)。重复验证试验结果进一步证明了循环Gln水平与AD风险之间存在潜在关联(逆方差加权法比值比[95%置信区间]=0.094[0.028,0.311];错误发现率=FDR=9.98×10)。同时,敏感性分析表明我们的双样本MR结果所揭示的显著关系是可靠的。我们的分析为循环Gln水平与AD风险以及循环Leu水平与PD风险之间的因果关联提供了有力证据。然而,其潜在机制仍有待进一步研究。

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