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Difference in acute and chronic stage ischemic stroke metabolic markers with controls

代谢组 冲程(发动机) 医学 代谢组学 内科学 队列 神经学 多发性硬化 代谢物 生物信息学 生物 免疫学 机械工程 工程类 精神科
作者
Evgeny Sidorov,Madhusmita Rout,Chao Xu,L. V. M. Jordan,Evan Fields,Blair Apple,Kyle Smith,David Gordon,Juliane Chainakul,Dharambir K. Sanghera
出处
期刊:Journal of stroke and cerebrovascular diseases [Elsevier BV]
卷期号:32 (8): 107211-107211 被引量:10
标识
DOI:10.1016/j.jstrokecerebrovasdis.2023.107211
摘要

Acute Ischemic Stroke (AIS), a major cause of disability, was previously associated with multiple metabolomic changes, but many findings were contradictory. Case-control and longitudinal study designs could have played a role in that. To clarify metabolomic changes, we performed a simultaneous comparison of ischemic stroke metabolome in acute, chronic stages of stroke and controls.Through the nuclear magnetic resonance (NMR) platform, we evaluated 271 serum metabolites from a cohort of 297 AIS patients in acute and chronic stages and 159 controls. We used Sparse Partial Least Squares-Discriminant analysis (sPLS-DA) to evaluate group disparity; multivariate regression to compare metabolome in acute, chronic stages of stroke and controls; and mixed regression to compare metabolome acute and chronic stages of stroke. We applied false discovery rate (FDR) to our calculations.The sPLS-DA revealed separation of the metabolome in acute, chronic stages of stroke and controls. Regression analysis identified 38 altered metabolites. Ketones, branched-chain amino acids (BCAAs), energy, and inflammatory compounds were mostly elevated, while alanine and glutamine were decreased in the acute stage. These metabolites declined/increased in the chronic stage, often to the same levels as in controls. Levels of fatty acids, phosphatidylcholines, phosphoglycerides, and sphingomyelins did not change between acute and chronic stages, but were different comparing to controls.Our pilot study identified metabolites associated with acute stage of ischemic stroke and those that are altered in stroke patients comparing to controls regardless of stroke acuity. Future investigation in a larger independent cohort is needed to validate these findings.
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