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体内γ-氨基丁酸增加作为致痫区的生物标志物:一种无偏代谢组学方法。

In vivo γ-aminobutyric acid increase as a biomarker of the epileptogenic zone: An unbiased metabolomics approach.

机构信息

Grenoble Institut Neurosciences (GIN), Grenoble Alpes University, Inserm, U1216, Grenoble, France.

Grenoble Alpes University Hospital Center, Grenoble Alpes University, Inserm, US17, CNRS, UMS 3552, IRMaGe, Grenoble, France.

出版信息

Epilepsia. 2021 Jan;62(1):163-175. doi: 10.1111/epi.16768. Epub 2020 Dec 1.

Abstract

OBJECTIVE

Following surgery, focal seizures relapse in 20% to 50% of cases due to the difficulty of delimiting the epileptogenic zone (EZ) by current imaging or electrophysiological techniques. Here, we evaluate an unbiased metabolomics approach based on ex vivo and in vivo nuclear magnetic resonance spectroscopy (MRS) methods to discriminate the EZ in a mouse model of mesiotemporal lobe epilepsy (MTLE).

METHODS

Four weeks after unilateral injection of kainic acid (KA) into the dorsal hippocampus of mice (KA-MTLE model), we analyzed hippocampal and cortical samples with high-resolution magic angle spinning (HRMAS) magnetic resonance spectroscopy (MRS). Using advanced multivariate statistics, we identified the metabolites that best discriminate the injected dorsal hippocampus (EZ) and developed an in vivo MEGAPRESS MRS method to focus on the detection of these metabolites in the same mouse model.

RESULTS

Multivariate analysis of HRMAS data provided evidence that γ-aminobutyric acid (GABA) is largely increased in the EZ of KA-MTLE mice and is the metabolite that best discriminates the EZ when compared to sham and, more importantly, when compared to adjacent brain regions. These results were confirmed by capillary electrophoresis analysis and were not reversed by a chronic exposition to an antiepileptic drug (carbamazepine). Then, using in vivo noninvasive GABA-edited MRS, we confirmed that a high GABA increase is specific to the injected hippocampus of KA-MTLE mice.

SIGNIFICANCE

Our strategy using ex vivo MRS-based untargeted metabolomics to select the most discriminant metabolite(s), followed by in vivo MRS-based targeted metabolomics, is an unbiased approach to accurately define the EZ in a mouse model of focal epilepsy. Results suggest that GABA is a specific biomarker of the EZ in MTLE.

摘要

目的

由于当前的成像或电生理技术难以确定致痫区 (EZ),手术后 20% 至 50%的局灶性癫痫发作会复发。在这里,我们评估了一种基于离体和体内磁共振波谱 (MRS) 方法的无偏代谢组学方法,以区分内侧颞叶癫痫 (MTLE) 小鼠模型中的 EZ。

方法

在单侧向海马背部注射海人酸 (KA) 后 4 周(KA-MTLE 模型),我们使用高分辨率魔角旋转 (HRMAS) 磁共振波谱 (MRS) 分析海马和皮质样本。使用先进的多元统计方法,我们确定了最佳区分注射的海马背部 (EZ) 的代谢物,并开发了一种体内 MEGAPRESS MRS 方法,以聚焦于在相同的小鼠模型中检测这些代谢物。

结果

HRMAS 数据的多元分析提供了证据,表明 γ-氨基丁酸 (GABA) 在 KA-MTLE 小鼠的 EZ 中大量增加,并且当与假手术和更重要的是与相邻脑区相比,是区分 EZ 的最佳代谢物。这些结果通过毛细管电泳分析得到证实,并且不受抗癫痫药物 (卡马西平) 慢性暴露的影响。然后,我们使用体内非侵入性 GABA 编辑 MRS 证实,高 GABA 增加是 KA-MTLE 小鼠注射海马的特异性。

意义

我们使用基于离体 MRS 的无靶向代谢组学选择最具区分性的代谢物 (s) 的策略,然后是基于体内 MRS 的靶向代谢组学,是一种准确定义局灶性癫痫小鼠模型中 EZ 的无偏方法。结果表明,GABA 是 MTLE 中 EZ 的特异性生物标志物。

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