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利用相对迁移时间和源内碎裂增强毛细管电泳-质谱非靶向代谢组学中代谢物注释的置信度。

Enhancing confidence of metabolite annotation in Capillary Electrophoresis-Mass Spectrometry untargeted metabolomics with relative migration time and in-source fragmentation.

机构信息

Centre for Metabolomics and Bioanalysis (CEMBIO), Department of Chemistry and Biochemistry, Facultad de Farmacia, Universidad San Pablo-CEU, CEU Universities, Urbanización Montepríncipe, 28660 Boadilla del Monte, Madrid, Spain.

Centre for Metabolomics and Bioanalysis (CEMBIO), Department of Chemistry and Biochemistry, Facultad de Farmacia, Universidad San Pablo-CEU, CEU Universities, Urbanización Montepríncipe, 28660 Boadilla del Monte, Madrid, Spain; Department of Information Technology, Escuela Politécnica Superior, Universidad San Pablo-CEU, CEU Universities, Urbanización Montepríncipe, 28660 Boadilla del Monte, Madrid, Spain.

出版信息

J Chromatogr A. 2021 Jan 4;1635:461758. doi: 10.1016/j.chroma.2020.461758. Epub 2020 Nov 26.

Abstract

Capillary electrophoresis coupled to mass spectrometry is a power tool in untargeted metabolomics studies to analyze charged and polar compounds. However, identification is a challenge due to the variability of migration times and the lack of MS/MS spectra in CE-TOF-MS, the type of instruments most frequently employed. We present here a CE-MS search platform incorporated in CEU Mass Mediator to annotate metabolites with a confidence level L2. For its the development we analyzed 226 compounds using two fragmentor voltages: 100 and 200 V. The information obtained, such as relative migration times (RMT) and in-source fragments, were incorporated into the platform. In addition, we validated the CE-MS search functionality using different types of biological samples such as plasma samples (human, rat, and rabbit), mouse macrophages, and human urine. The RMT tolerance percentage for the search of metabolites has been determined, establishing 5% for all compounds, except for the compounds migrating in the electro-osmotic flow, for which the tolerance should be of 10%. It has also been demonstrated the robustness of the in-source fragmentation, which makes possible the annotation of compounds by means of their fragmentation pattern. As an example, 3-methylhistidine and 1-methilhistidine, whose RMT are very close, have been annotated. Studies of the fragmentation mechanisms of acyl-L-carnitines have shown that in-source fragmentation follows the general fragmentation rules and is a suitable alternative to MS/MS.

摘要

毛细管电泳与质谱联用是一种在非靶向代谢组学研究中分析带电和极性化合物的有力工具。然而,由于迁移时间的可变性和 CE-TOF-MS 中缺乏 MS/MS 谱,这是最常使用的仪器类型,因此鉴定仍然是一个挑战。我们在此介绍了一种整合在 CEU Mass Mediator 中的 CE-MS 搜索平台,用于以置信度 L2 注释代谢物。为了开发该平台,我们使用两种碎裂电压(100 和 200 V)分析了 226 种化合物。获得的信息,如相对迁移时间(RMT)和源内碎片,被整合到平台中。此外,我们使用不同类型的生物样品,如血浆样品(人、大鼠和兔子)、小鼠巨噬细胞和人尿液,验证了 CE-MS 搜索功能。已确定用于代谢物搜索的 RMT 容限百分比,除了以电渗流迁移的化合物外,所有化合物的容限均为 5%,对于这些化合物,容限应为 10%。还证明了源内碎裂的稳健性,这使得通过其碎裂模式注释化合物成为可能。例如,3-甲基组氨酸和 1-甲基组氨酸的 RMT 非常接近,已经被注释。酰基辅酶 A 碎裂机制的研究表明,源内碎裂遵循一般的碎裂规则,是 MS/MS 的一种合适替代方法。

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