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多元曲线分辨策略在定量 LCxLC 中的比较:在伞形科蔬菜中呋喃香豆素定量分析中的应用。

Comparison of multivariate curve resolution strategies in quantitative LCxLC: Application to the quantification of furanocoumarins in apiaceous vegetables.

机构信息

Department of Chemistry, Virginia Commonwealth University, Richmond, VA 23284, USA.

Department of Chemistry, Gustavus Adolphus College, St. Peter, MN 56082, USA.

出版信息

Anal Chim Acta. 2017 Apr 8;961:49-58. doi: 10.1016/j.aca.2017.01.047. Epub 2017 Jan 31.

Abstract

Comprehensive two-dimensional liquid chromatography (LC × LC) has been gaining popularity for the analysis of complex samples in a wide range of fields including metabolomics, environmental analysis, and food analysis. While LC × LC can provide greater chromatographic resolution than one-dimensional LC (1D-LC), overlapping peaks are often still present in separations of complex samples, a problem that can be alleviated by chemometric curve resolution techniques such as multivariate curve resolution-alternating least squares (MCR-ALS). MCR-ALS has also been previously shown to assist in the quantitative analysis of LC x LC data by isolating pure analyte signals from background signals which are often present at higher levels in LC x LC compared to 1D-LC. In this work we present the analysis of a dataset from the LC × LC analyses of parsley, parsnip and celery samples for the presence and concentrations of 14 furanocoumarins. Several MCR-ALS implementations are compared for the analysis of LC × LC data. These implementations include analyzing the LC x LC chromatogram alone, analyzing the one-dimensional chromatogram alone, as well as two hybrid approaches that make use of both the first and second dimension chromatograms. Furthermore, we compared manual integration of resolved chromatograms versus a simple summation approach, using the resolved chromatographic peaks in both cases. It is found that manual integration of the resolved LC × LC chromatograms provides the best quantification as measured by the consistency between replicate injections. If the summation approach is desired for automation, the choice of MCR-ALS implementation has a large effect on the precision of the analysis. Based on these results, the concentrations of the 14 furanocoumarins are determined in the three apiaceous vegetable types by analyzing the LC × LC chromatograms with MCR-ALS and manual integration for peak area determination. The concentrations of the analytes are found to vary greatly between samples, even within a single vegetable type.

摘要

二维液相色谱(LC×LC)在代谢组学、环境分析和食品分析等广泛领域中分析复杂样品时越来越受欢迎。虽然 LC×LC 可以比一维液相色谱(1D-LC)提供更高的色谱分辨率,但在复杂样品的分离中仍然经常存在重叠峰,这个问题可以通过化学计量曲线解析技术(如多变量曲线解析交替最小二乘法(MCR-ALS))来缓解。MCR-ALS 之前也被证明可以通过从背景信号中分离出纯分析物信号来协助 LC x LC 数据的定量分析,而背景信号在 LC x LC 中比在 1D-LC 中通常更高。在这项工作中,我们分析了来自欧芹、欧洲防风草和芹菜样品的 LC×LC 分析数据集,以检测和确定 14 种呋喃香豆素的存在和浓度。比较了几种 MCR-ALS 实现方法来分析 LC×LC 数据。这些实现方法包括单独分析 LC x LC 色谱图、单独分析一维色谱图,以及两种混合方法,同时利用第一维和第二维色谱图。此外,我们比较了对解析色谱图进行手动积分与简单求和方法的差异,在两种情况下都使用解析色谱峰。结果发现,通过对重复进样的一致性来衡量,对解析后的 LC×LC 色谱图进行手动积分可以提供最佳的定量结果。如果需要自动化求和方法,那么 MCR-ALS 实现方法的选择对分析的精度有很大的影响。基于这些结果,通过用 MCR-ALS 分析 LC×LC 色谱图并手动积分进行峰面积测定,来确定三种伞形科蔬菜中 14 种呋喃香豆素的浓度。发现即使在同一蔬菜类型内,分析物的浓度在不同样品之间差异很大。

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