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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Multidisciplinary Digital Publishing Institute
2017-10-24
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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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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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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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Consejo Superior de Investigaciones Científicas (España) |
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Consejo Superior de Investigaciones Científicas (España) Navarro-Reig, Meritxell Ortiz-Villanueva, Elena Tauler, Romà Jaumot, Joaquim |
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Navarro-Reig, Meritxell Ortiz-Villanueva, Elena Tauler, Romà Jaumot, Joaquim |
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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 |
work_keys_str_mv |
AT navarroreigmeritxell modellingofhydrophilicinteractionliquidchromatographystationaryphasesusingchemometricapproaches AT ortizvillanuevaelena modellingofhydrophilicinteractionliquidchromatographystationaryphasesusingchemometricapproaches AT taulerroma modellingofhydrophilicinteractionliquidchromatographystationaryphasesusingchemometricapproaches AT jaumotjoaquim modellingofhydrophilicinteractionliquidchromatographystationaryphasesusingchemometricapproaches |
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1777669293892173824 |