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多段注射-毛细管电泳-质谱联用:一种具有高数据保真度的高通量代谢组学平台。

Multisegment injection-capillary electrophoresis-mass spectrometry: a high-throughput platform for metabolomics with high data fidelity.

机构信息

Department of Chemistry and Chemical Biology, McMaster University , 1280 Main St. W., Hamilton, Ontario L8S 4M1, Canada.

出版信息

Anal Chem. 2013 Nov 19;85(22):10664-9. doi: 10.1021/ac403171u. Epub 2013 Nov 6.

Abstract

A major constraint in large-scale mass spectrometry (MS)-based metabolomic initiatives is the low sample throughput associated with chromatographic or electrophoretic separations. Herein, we introduce multisegment injection-capillary electrophoresis-mass spectrometry (MSI-CE-MS) as a multiplexed separation platform for metabolomics that increases sample throughput up to one order of magnitude while improving overall data fidelity. We demonstrate that serial injection of seven or more discrete sample segments can be performed within a single capillary while maintaining isomeric resolution without ion suppression when using a high mass resolution time-of-flight-MS. Customized injection sequences can be devised to encode information temporally within a separation based on signal pattern recognition, which enables unambiguous identification and accurate quantification (mean bias <10%) of polar metabolites in human plasma with good reproducibility (CV ≈ 10%, n = 70). False discoveries are avoided when using a rigorous dilution trend filter to reject spurious signals and background peaks that comprise the majority (≈65%) of total detectable features. MSI-CE-MS offers an unprecedented approach to enhance sample throughput analogous to direct infusion-MS (≈3 min/sample) while delivering far greater selectivity, quantitative performance, and data quality since the same ion from different samples migrates into the ion source within a short time interval (≈2-6 min). These distinct analytical and bioinformatic merits are achieved without column switching, isotopic labeling, hardware modifications, or costly infrastructure investments.

摘要

在大规模基于质谱(MS)的代谢组学计划中,一个主要的限制因素是与色谱或电泳分离相关的低样品通量。在此,我们介绍多段注射毛细管电泳-质谱(MSI-CE-MS)作为一种用于代谢组学的多路分离平台,可将样品通量提高一个数量级,同时提高整体数据保真度。我们证明,在使用高质量分辨率飞行时间-MS 时,可以在单个毛细管内同时进行七个或更多离散样品段的连续注射,而不会抑制离子,同时保持同系物分辨率。可以设计自定义的注入序列,根据信号模式识别在分离过程中进行时间编码,从而能够对人血浆中的极性代谢物进行明确识别和准确定量(平均偏差<10%),重现性良好(CV≈10%,n=70)。使用严格的稀释趋势滤波器来拒绝虚假信号和背景峰(约占总可检测特征的 65%),可以避免错误发现。MSI-CE-MS 提供了一种前所未有的方法来提高样品通量,类似于直接进样-MS(≈3 min/sample),同时提供更高的选择性、定量性能和数据质量,因为来自不同样品的相同离子在短时间间隔内(≈2-6 min)进入离子源。这些独特的分析和生物信息学优势是在不进行柱切换、同位素标记、硬件修改或昂贵基础设施投资的情况下实现的。

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