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UPLC-Orbitrap/MS 技术对 cuprizone 诱导的小鼠胼胝体脱髓鞘的非靶向代谢组学分析揭示了中枢神经系统脱髓鞘疾病的潜在代谢生物标志物。

Untargeted Metabolomic Profiling of Cuprizone-Induced Demyelination in Mouse Corpus Callosum by UPLC-Orbitrap/MS Reveals Potential Metabolic Biomarkers of CNS Demyelination Disorders.

机构信息

Department of Neurosurgery, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200336, China.

Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200940, China.

出版信息

Oxid Med Cell Longev. 2021 Sep 14;2021:7093844. doi: 10.1155/2021/7093844. eCollection 2021.

Abstract

Multiple sclerosis (MS) is a neurodegenerative disorder characterized by periodic neuronal demyelination, which leads to a range of symptoms and eventually to disability. The goal of this research was to use UPLC-Orbitrap/MS to identify validated biomarkers and explore the metabolic mechanisms of MS in mice. Thirty-two C57BL/6 male mice were randomized into two groups that were fed either normal food or 0.2% CPZ for 11 weeks. The mouse demyelination model was assessed by LFB and the expression of MBP by immunofluorescence and immunohistochemistry. The metabolites of the corpus callosum were quantified using UPLC-Orbitrap/MS. The mouse pole climbing experiment was used to assess coordination ability. Multivariate statistical analysis was adopted for screening differential metabolites, and the ingenuity pathway analysis (IPA) was used to reveal the metabolite interaction network. We successfully established the demyelination model. The CPZ group slowly lost weight and showed an increased pole climbing time during feeding compared to the CON group. A total of 81 metabolites (VIP > 1 and < 0.05) were determined to be enriched in 24 metabolic pathways; 41 metabolites were markedly increased, while 40 metabolites were markedly decreased in the CPZ group. The IPA results revealed that these 81 biomarker metabolites were associated with neuregulin signaling, PI3K-AKT signaling, mTOR signaling, and ERK/MAPK signaling. KEGG pathway analysis showed that two significantly different metabolic pathways were enriched, namely, the glycerophospholipid and sphingolipid metabolic pathways, comprising a total of nine biomarkers. Receiver operating characteristic analysis showed that the metabolites (e.g., PE (16 : 0/22 : 6(4Z, 7Z, 10Z, 13Z, 16Z, 19Z)), PC (18 : 0/22 : 4(7Z, 10Z, 13Z, 16Z)), cytidine 5'-diphosphocholine, PS (18 : 0/22 : 6(4Z, 7Z, 10Z, 13Z, 16Z, 19Z)), glycerol 3-phosphate, SM (d18 : 0/16 : 1(9Z)), Cer (d18:1/18 : 0), galabiosylceramide (d18:1/18 : 0), and GlcCer (d18:1/18 : 0)) have good discrimination ability for the CPZ group. In conclusion, the differential metabolites have great potential to serve as biomarkers of demyelinating diseases. In addition, we identified metabolic pathways associated with CPZ-induced demyelination pathogenesis, which provided a new perspective for understanding the relationship between metabolites and CNS demyelination pathogenesis.

摘要

多发性硬化症(MS)是一种神经退行性疾病,其特征是周期性的神经元脱髓鞘,导致一系列症状,最终导致残疾。本研究旨在使用 UPLC-Orbitrap/MS 鉴定验证的生物标志物,并探索 MS 小鼠的代谢机制。将 32 只 C57BL/6 雄性小鼠随机分为两组,分别喂食正常食物或 0.2% CPZ 11 周。采用 LFB 评估小鼠脱髓鞘模型,免疫荧光和免疫组化评估 MBP 的表达。采用 UPLC-Orbitrap/MS 定量测定胼胝体的代谢物。采用小鼠爬杆实验评估协调能力。采用多变量统计分析筛选差异代谢物,采用 ingenuity 通路分析(IPA)揭示代谢物相互作用网络。我们成功建立了脱髓鞘模型。CPZ 组在喂养过程中体重缓慢下降,爬杆时间增加。共鉴定出 81 种(VIP > 1 和 < 0.05)代谢物在 24 条代谢途径中富集;41 种代谢物明显增加,而 CPZ 组 40 种代谢物明显减少。IPA 结果表明,这些 81 种生物标志物代谢物与神经调节素信号、PI3K-AKT 信号、mTOR 信号和 ERK/MAPK 信号有关。KEGG 途径分析表明,两个显著不同的代谢途径富集,即甘油磷脂和鞘脂代谢途径,共包含 9 种生物标志物。接收器操作特性分析表明,代谢物(例如,PE(16:0/22:6(4Z,7Z,10Z,13Z,16Z,19Z)),PC(18:0/22:4(7Z,10Z,13Z,16Z)),胞苷 5'-二磷酸胆碱,PS(18:0/22:6(4Z,7Z,10Z,13Z,16Z,19Z)),甘油 3-磷酸,SM(d18:0/16:1(9Z)),Cer(d18:1/18:0),Galabiosylceramide(d18:1/18:0)和 GlcCer(d18:1/18:0))对 CPZ 组具有良好的区分能力。总之,差异代谢物具有作为脱髓鞘疾病生物标志物的巨大潜力。此外,我们还鉴定了与 CPZ 诱导的脱髓鞘发病机制相关的代谢途径,为理解代谢物与中枢神经系统脱髓鞘发病机制之间的关系提供了新的视角。

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