Ningbo Key Laboratory of Nervous System and Brain Function, Department of Neurosurgery, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang 315010, China; Key Laboratory of Precision Medicine for Atherosclerotic Diseases of Zhejiang Province, Ningbo, Zhejiang 315010, China.
Center for Cardiovascular and Cerebrovascular Epidemiology and Translational Medicine, Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo 315000, China.
Prog Neuropsychopharmacol Biol Psychiatry. 2024 Dec 20;135:111133. doi: 10.1016/j.pnpbp.2024.111133. Epub 2024 Sep 1.
This study investigates the causal relationship between plasma metabolites and stroke.
The primary analytical approach employed was the inverse variance weighted (IVW) method, complemented by the weighted median (WM) and MR Egger methods for Additionally, validation of the identified plasma metabolites was performed using the Steiger test and LD linkage disequilibrium score. Furthermore, the main results were confirmed through data from the UK Biobank.
The IVW analysis revealed the most notable negative association found in X-17335 levels (OR [95 % CI]: 0.82 [0.72, 0.94]). On the other hand, the strongest positive effect was seen in the 5'-homophase (AMP) to phase ratio (OR [95 % CI]: 1.17 [1.03, 1.32]). Moving on to the validation dataset, the most significant positive effect was observed in the 13 HODE+9-HODE levels (OR [95 % CI]: 0.996 [0.993, 0.999]), whereas the most significant negative effect was seen in the Dihydroxide levels (OR [95 % CI]: 1.004 [1.00, 1.007]). Notably, Alpha ketoglutarate levels exhibited strong causal effects in both datasets (OR 0.908 [0.841, 0.981], p = 0.0144). Enrichment analysis highlighted the association of Alpha ketoglutarate levels with five plasma metabolites in metabolic pathways relevant to stroke, specifically Arginine biosynthesis, Butanoate metabolism, Citrate cycle (TCA cycle), Alanine, aspartate, and glutamate metabolism, and Lipid acid metabolism, all linked to oxoglutaric acid.
The discovery dataset showed the most significant positive effect of the 5'-homophase (AMP) to phase ratio, while the validation dataset revealed the most significant positive effect of the 13 HODE+9-HODE levels. Additionally, alpha ketoglutarate may offer a potential protective effect on stroke by influencing five metabolic pathways that intersect with Oxoglutaric acid during the progression of the condition.
本研究旨在探讨血浆代谢物与中风之间的因果关系。
主要分析方法包括逆方差加权(IVW)法,同时还采用加权中位数(WM)和 MR Egger 法进行补充。此外,还使用 Steiger 检验和 LD 连锁不平衡评分对鉴定出的血浆代谢物进行验证。此外,主要结果还通过英国生物库的数据进行了确认。
IVW 分析显示,X-17335 水平的关联最为显著(OR [95% CI]:0.82 [0.72, 0.94])。另一方面,5'-同相(AMP)到相比值的关联最为显著(OR [95% CI]:1.17 [1.03, 1.32])。在验证数据集方面,13-HODE+9-HODE 水平的关联最为显著(OR [95% CI]:0.996 [0.993, 0.999]),而二羟化物水平的关联最为显著(OR [95% CI]:1.004 [1.00, 1.007])。值得注意的是,在两个数据集α-酮戊二酸水平都表现出很强的因果效应(OR 0.908 [0.841, 0.981],p=0.0144)。富集分析突出了 α-酮戊二酸水平与中风相关代谢途径中五个血浆代谢物的关联,特别是精氨酸生物合成、丁酸代谢、柠檬酸循环(TCA 循环)、丙氨酸、天冬氨酸和谷氨酸代谢以及脂质酸代谢,所有这些都与谷氨酸有关。
发现数据集显示 5'-同相(AMP)到相比值的关联最为显著,而验证数据集则显示 13-HODE+9-HODE 水平的关联最为显著。此外,α-酮戊二酸可能通过影响与谷氨酸相关的五个代谢途径,对中风产生潜在的保护作用。