整合 16S rRNA 基因测序和 LC-MS 分析揭示了缺血性脑卒中大鼠肠道微生物群与血浆代谢物的相互作用。

Integrated 16S rRNA Gene Sequencing and LC-MS Analysis Revealed the Interplay Between Gut Microbiota and Plasma Metabolites in Rats With Ischemic Stroke.

机构信息

Hunan Key Laboratory of Prevention and Treatment in Cardiovascular Disease, Hunan University of Chinese Medicine, Changsha, 410208, Hunan, China.

出版信息

J Mol Neurosci. 2021 Oct;71(10):2095-2106. doi: 10.1007/s12031-021-01828-4. Epub 2021 May 6.

Abstract

Gut microbiome and plasma metabolome serve a role in the pathogenesis of ischemic stroke (IS). However, the relationship between the microbiota and metabolites remains unclear. This study aimed to reveal the specific asso-ciation between the microbiota and the metabolites in IS using integrated 16S rRNA gene sequencing and liquid chromatography-mass spectrometry (LC-MS) analysis. Male Sprague Dawley (SD) rats were divided into three groups: normal group (n = 8, Normal), model group (n = 9, IS), and sham-operated group (n = 8, Sham). Rats in the IS group were induced by middle cerebral artery occlusion (MCAO), and rats in the Sham group received an initial anesthesia and neck incision only. A neurological function test and 2,3,5-triphenyltetrazolium chloride (TTC) staining were used to assess the IS rat model. Then, the plasma samples were analyzed using untargeted LC-MS. The cecum samples were collected and analyzed using 16S rRNA sequencing. Pearson correlation analysis was performed to explore the association between the gut microbiota and the plasma metabolites. The 16S rRNA sequencing showed that the composition and diversity of the microbiota in the IS and control rats were significantly different. Compared with the Sham group, the abundance of the Firmicutes phylum was decreased, whereas Proteobacteria and Deferribacteres were increased in the IS group. Ruminococcus_sp_15975 and Lachnospiraceae_UCG_001 might be considered as biomarkers for the IS and Sham groups, respectively. LC-MS analysis revealed that many metabolites, such as L-leucine, L-valine, and L-phenylalanine, displayed different patterns between the IS and Sham groups. Pathway analysis indicated that these metabolites were mainly involved in mineral absorption and cholinergic synapse. Furthermore, integrated analysis correlated IS-related microbes with metabolites. For example, Proteobacteria were positively correlated with L-phenylalanine, while they were negatively correlated with eicosapentaenoic acid (EPA). Our results provided evidence of the relationship between the gut microbiome and plasma metabolome in IS, suggesting that these microflora-related metabolites might serve as potential diagnostic and therapeutic markers.

摘要

肠道微生物组和血浆代谢组在缺血性中风 (IS) 的发病机制中起作用。然而,微生物群和代谢物之间的关系尚不清楚。本研究旨在通过整合 16S rRNA 基因测序和液相色谱-质谱 (LC-MS) 分析,揭示 IS 中微生物组与代谢物之间的特定关联。雄性 Sprague Dawley (SD) 大鼠分为三组:正常组 (n=8,Normal)、模型组 (n=9,IS) 和假手术组 (n=8,Sham)。IS 组大鼠通过大脑中动脉闭塞 (MCAO) 诱导,Sham 组大鼠仅接受初始麻醉和颈部切口。神经功能测试和 2,3,5-三苯基四氮唑氯化物 (TTC) 染色用于评估 IS 大鼠模型。然后,使用非靶向 LC-MS 分析血浆样本。收集并分析回肠样本 16S rRNA 测序。进行 Pearson 相关性分析以探讨肠道微生物群与血浆代谢物之间的关联。16S rRNA 测序结果表明,IS 和对照大鼠的微生物群组成和多样性存在显著差异。与 Sham 组相比,IS 组厚壁菌门的丰度降低,而变形菌门和脱硫杆菌门增加。Ruminococcus_sp_15975 和 Lachnospiraceae_UCG_001 可能分别被认为是 IS 和 Sham 组的生物标志物。LC-MS 分析显示,许多代谢物,如 L-亮氨酸、L-缬氨酸和 L-苯丙氨酸,在 IS 和 Sham 组之间表现出不同的模式。途径分析表明,这些代谢物主要参与矿物质吸收和胆碱能突触。此外,综合分析将与 IS 相关的微生物与代谢物相关联。例如,变形菌与 L-苯丙氨酸呈正相关,而与二十碳五烯酸 (EPA) 呈负相关。我们的结果提供了 IS 中肠道微生物组和血浆代谢组之间关系的证据,表明这些与微生物群相关的代谢物可能作为潜在的诊断和治疗标志物。

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