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Hydrophilic Interaction Chromatography for Mass Spectrometric Metabonomic Studies of Urine

机译:亲水相互作用色谱法用于尿液质谱代谢组学研究

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摘要

High-performance liquid chromatography (LC) coupled to mass spectrometry (MS) is increasingly being used for urinary metabonomic studies. Most studies utilize reversed-phase separation techniques, which are not suited to retaining highly polar analytes. Metabonomic studies should encompass a representative "fingerprint" that contains the largest amount of information possible. In this work, we have analyzed human urine samples with LC-MS, comparing traditional reversed-phase separation with hydrophilic interaction chromatography (HILIC), using both positive and negative electrospray ionization modes. The resulting data were analyzed using principal components analysis and partial least-squares-discriminant analysis. Discriminant models were developed for the response variables gender, diurnal variation, and age and were evaluated using external test sets to classify their predictive ability. The developed models using both positive and negative ionization mode data for reversed-phase and HILIC separations were very comparable, indicating that HILIC is a suitable method for increasing the fingerprint coverage for LC—MS metabonomic studies.
机译:高效液相色谱(LC)结合质谱(MS)越来越多地用于尿液代谢组学研究。大多数研究利用反相分离技术,该技术不适用于保留高极性分析物。代谢组学研究应包含具有代表性的“指纹”,其中包含尽可能多的信息。在这项工作中,我们使用LC-MS分析了人类尿液样品,并使用正电和负电喷雾电离模式将传统的反相分离与亲水相互作用色谱(HILIC)进行了比较。使用主成分分析和偏最小二乘判别分析对所得数据进行分析。针对反应变量性别,昼夜变化和年龄,开发了判别模型,并使用外部测试集对其进行了评估,以对其预测能力进行分类。使用正离子和负电离模式数据进行反相和HILIC分离的已开发模型非常可比,表明HILIC是增加LC-MS代谢组学研究指纹覆盖率的合适方法。

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