Modelling of Hydrophilic Interaction Liquid Chromatography Stationary Phases Using Chemometric Approaches

Metabolomics is a powerful and widely used approach that aims to screen endogenous small molecules (metabolites) of different families present in biological samples. The large variety of compounds to be determined and their wide diversity of physical and chemical properties have promoted the development of different types of hydrophilic interaction liquid chromatography (HILIC) stationary phases. However, the selection of the most suitable HILIC stationary phase is not straightforward. In this work, four different HILIC stationary phases have been compared to evaluate their potential application for the analysis of a complex mixture of metabolites, a situation similar to that found in non-targeted metabolomics studies. The obtained chromatographic data were analyzed by different chemometric methods to explore the behavior of the considered stationary phases. ANOVA-simultaneous component analysis (ASCA), principal component analysis (PCA) and partial least squares regression (PLS) were used to explore the experimental factors affecting the stationary phase performance, the main similarities and differences among chromatographic conditions used (stationary phase and pH) and the molecular descriptors most useful to understand the behavior of each stationary phase.

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Main Authors: Navarro-Reig, Meritxell, Ortiz-Villanueva, Elena, Tauler, Romà, Jaumot, Joaquim
Other Authors: Consejo Superior de Investigaciones Científicas (España)
Format: artículo biblioteca
Published: Multidisciplinary Digital Publishing Institute 2017-10-24
Online Access:http://hdl.handle.net/10261/156763
http://dx.doi.org/10.13039/501100000780
http://dx.doi.org/10.13039/501100003339
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spelling dig-idaea-es-10261-1567632021-12-28T16:39:38Z Modelling of Hydrophilic Interaction Liquid Chromatography Stationary Phases Using Chemometric Approaches Navarro-Reig, Meritxell Ortiz-Villanueva, Elena Tauler, Romà Jaumot, Joaquim Consejo Superior de Investigaciones Científicas (España) European Commission Metabolomics is a powerful and widely used approach that aims to screen endogenous small molecules (metabolites) of different families present in biological samples. The large variety of compounds to be determined and their wide diversity of physical and chemical properties have promoted the development of different types of hydrophilic interaction liquid chromatography (HILIC) stationary phases. However, the selection of the most suitable HILIC stationary phase is not straightforward. In this work, four different HILIC stationary phases have been compared to evaluate their potential application for the analysis of a complex mixture of metabolites, a situation similar to that found in non-targeted metabolomics studies. The obtained chromatographic data were analyzed by different chemometric methods to explore the behavior of the considered stationary phases. ANOVA-simultaneous component analysis (ASCA), principal component analysis (PCA) and partial least squares regression (PLS) were used to explore the experimental factors affecting the stationary phase performance, the main similarities and differences among chromatographic conditions used (stationary phase and pH) and the molecular descriptors most useful to understand the behavior of each stationary phase. The research leading to these results has received funding from the European Research Council under the European Union’s Seventh Framework Programme (FP/2007-2013)/ERC Grant Agreement Number 320737. We acknowledge support by the CSIC Open Access Publication Initiative through its Unit of Information Resources for Research (URICI). 2017-10-26T11:58:35Z 2017-10-26T11:58:35Z 2017-10-24 2017-10-26T11:58:35Z artículo http://purl.org/coar/resource_type/c_6501 doi: 10.3390/metabo7040054 Metabolites 7 (4): 54 (2017) http://hdl.handle.net/10261/156763 10.3390/metabo7040054 http://dx.doi.org/10.13039/501100000780 http://dx.doi.org/10.13039/501100003339 29064436 #PLACEHOLDER_PARENT_METADATA_VALUE# info:eu-repo/grantAgreement/EC/FP7/320737 Publisher's version http://doi.org/10.3390/metabo7040054 Sí open Multidisciplinary Digital Publishing Institute
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description Metabolomics is a powerful and widely used approach that aims to screen endogenous small molecules (metabolites) of different families present in biological samples. The large variety of compounds to be determined and their wide diversity of physical and chemical properties have promoted the development of different types of hydrophilic interaction liquid chromatography (HILIC) stationary phases. However, the selection of the most suitable HILIC stationary phase is not straightforward. In this work, four different HILIC stationary phases have been compared to evaluate their potential application for the analysis of a complex mixture of metabolites, a situation similar to that found in non-targeted metabolomics studies. The obtained chromatographic data were analyzed by different chemometric methods to explore the behavior of the considered stationary phases. ANOVA-simultaneous component analysis (ASCA), principal component analysis (PCA) and partial least squares regression (PLS) were used to explore the experimental factors affecting the stationary phase performance, the main similarities and differences among chromatographic conditions used (stationary phase and pH) and the molecular descriptors most useful to understand the behavior of each stationary phase.
author2 Consejo Superior de Investigaciones Científicas (España)
author_facet Consejo Superior de Investigaciones Científicas (España)
Navarro-Reig, Meritxell
Ortiz-Villanueva, Elena
Tauler, Romà
Jaumot, Joaquim
format artículo
author Navarro-Reig, Meritxell
Ortiz-Villanueva, Elena
Tauler, Romà
Jaumot, Joaquim
spellingShingle Navarro-Reig, Meritxell
Ortiz-Villanueva, Elena
Tauler, Romà
Jaumot, Joaquim
Modelling of Hydrophilic Interaction Liquid Chromatography Stationary Phases Using Chemometric Approaches
author_sort Navarro-Reig, Meritxell
title Modelling of Hydrophilic Interaction Liquid Chromatography Stationary Phases Using Chemometric Approaches
title_short Modelling of Hydrophilic Interaction Liquid Chromatography Stationary Phases Using Chemometric Approaches
title_full Modelling of Hydrophilic Interaction Liquid Chromatography Stationary Phases Using Chemometric Approaches
title_fullStr Modelling of Hydrophilic Interaction Liquid Chromatography Stationary Phases Using Chemometric Approaches
title_full_unstemmed Modelling of Hydrophilic Interaction Liquid Chromatography Stationary Phases Using Chemometric Approaches
title_sort modelling of hydrophilic interaction liquid chromatography stationary phases using chemometric approaches
publisher Multidisciplinary Digital Publishing Institute
publishDate 2017-10-24
url http://hdl.handle.net/10261/156763
http://dx.doi.org/10.13039/501100000780
http://dx.doi.org/10.13039/501100003339
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AT taulerroma modellingofhydrophilicinteractionliquidchromatographystationaryphasesusingchemometricapproaches
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