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多平台分析人脑脊液代谢组学:全面和定量的更新。

Multi-platform characterization of the human cerebrospinal fluid metabolome: a comprehensive and quantitative update.

机构信息

Department of Biological Sciences, University of Alberta, 11455 Saskatchewan Drive, Edmonton, AB Canada T6G 2E8.

出版信息

Genome Med. 2012 Apr 30;4(4):38. doi: 10.1186/gm337.

Abstract

BACKGROUND

Human cerebral spinal fluid (CSF) is known to be a rich source of small molecule biomarkers for neurological and neurodegenerative diseases. In 2007, we conducted a comprehensive metabolomic study and performed a detailed literature review on metabolites that could be detected (via metabolomics or other techniques) in CSF. A total of 308 detectable metabolites were identified, of which only 23% were shown to be routinely identifiable or quantifiable with the metabolomics technologies available at that time. The continuing advancement in analytical technologies along with the growing interest in CSF metabolomics has led us to re-visit the human CSF metabolome and to re-assess both its size and the level of coverage than can be achieved with today's technologies.

METHODS

We used five analytical platforms, including nuclear magnetic resonance (NMR), gas chromatography-mass spectrometry (GC-MS), liquid chromatography-mass spectrometry (LC-MS), direct flow injection-mass spectrometry (DFI-MS/MS) and inductively coupled plasma-mass spectrometry (ICP-MS) to perform quantitative metabolomics on multiple human CSF samples. This experimental work was complemented with an extensive literature review to acquire additional information on reported CSF compounds, their concentrations and their disease associations.

RESULTS

NMR, GC-MS and LC-MS methods allowed the identification and quantification of 70 CSF metabolites (as previously reported). DFI-MS/MS allowed the quantification of 78 metabolites (6 acylcarnitines, 13 amino acids, hexose, 42 phosphatidylcholines, 2 lyso-phosphatidylcholines and 14 sphingolipids), while ICP-MS provided quantitative results for 33 metal ions in CSF. Literature analysis led to the identification of 57 more metabolites. In total, 476 compounds have now been confirmed to exist in human CSF.

CONCLUSIONS

The use of improved metabolomic and other analytical techniques has led to a 54% increase in the known size of the human CSF metabolome over the past 5 years. Commonly available metabolomic methods, when combined, can now routinely identify and quantify 36% of the 'detectable' human CSF metabolome. Our experimental works measured 78 new metabolites that, as per our knowledge, have not been reported to be present in human CSF. An updated CSF metabolome database containing the complete set of 476 human CSF compounds, their concentrations, related literature references and links to their known disease associations is freely available at the CSF metabolome database.

摘要

背景

已知人体脑脊液(CSF)是神经和神经退行性疾病小分子生物标志物的丰富来源。2007 年,我们进行了一项全面的代谢组学研究,并对可通过代谢组学或其他技术检测到的代谢物(via metabolomics 或其他技术)进行了详细的文献综述。共鉴定出 308 种可检测到的代谢物,其中只有 23% 被证明可以用当时可用的代谢组学技术常规识别或定量。随着分析技术的不断进步以及对 CSF 代谢组学的兴趣不断增加,我们重新审视了人类 CSF 代谢组,并重新评估了使用当今技术可以达到的大小和覆盖范围。

方法

我们使用了五种分析平台,包括核磁共振(NMR)、气相色谱-质谱联用(GC-MS)、液相色谱-质谱联用(LC-MS)、直接流动注射-质谱联用(DFI-MS/MS)和电感耦合等离子体质谱(ICP-MS)对多个人类 CSF 样本进行定量代谢组学分析。这项实验工作还辅以广泛的文献综述,以获取有关报道的 CSF 化合物、它们的浓度及其疾病关联的更多信息。

结果

NMR、GC-MS 和 LC-MS 方法允许鉴定和定量 70 种 CSF 代谢物(如前所述)。DFI-MS/MS 允许定量 78 种代谢物(6 种酰基肉碱、13 种氨基酸、己糖、42 种磷脂酰胆碱、2 种溶血磷脂酰胆碱和 14 种鞘脂),而 ICP-MS 则提供 CSF 中 33 种金属离子的定量结果。文献分析导致鉴定出 57 种更多的代谢物。总的来说,现在已经确认 476 种化合物存在于人类 CSF 中。

结论

过去 5 年来,由于代谢组学和其他分析技术的改进,已知的人类 CSF 代谢组大小增加了 54%。通常可用的代谢组学方法,当组合使用时,现在可以常规识别和定量 36%的“可检测”人类 CSF 代谢组。我们的实验工作测量了 78 种新的代谢物,据我们所知,这些代谢物尚未被报道存在于人类 CSF 中。一个包含完整的 476 种人类 CSF 化合物及其浓度、相关文献参考文献以及与已知疾病关联链接的更新 CSF 代谢组数据库可在 CSF 代谢组数据库中免费获得。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e4b2/3446266/ae1a974fedac/gm337-1.jpg

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