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Combining Chemometric Models with Adsorption Isotherm Measurements to Study Omeprazole in RP-LC

The adsorption of the proton-pump inhibitor omeprazole was investigated using RP-LC with chemometric models combined with adsorption isotherm modelling to study the effect of pH and type of organic modifier (i.e., acetonitrile or methanol). The chemometric approach revealed that omeprazole was taili...

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Autores principales: Åsberg, Dennis, Leśko, Marek, Samuelsson, Jörgen, Karlsson, Anders, Kaczmarski, Krzysztof, Fornstedt, Torgny
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5039227/
https://www.ncbi.nlm.nih.gov/pubmed/27738352
http://dx.doi.org/10.1007/s10337-016-3151-8
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author Åsberg, Dennis
Leśko, Marek
Samuelsson, Jörgen
Karlsson, Anders
Kaczmarski, Krzysztof
Fornstedt, Torgny
author_facet Åsberg, Dennis
Leśko, Marek
Samuelsson, Jörgen
Karlsson, Anders
Kaczmarski, Krzysztof
Fornstedt, Torgny
author_sort Åsberg, Dennis
collection PubMed
description The adsorption of the proton-pump inhibitor omeprazole was investigated using RP-LC with chemometric models combined with adsorption isotherm modelling to study the effect of pH and type of organic modifier (i.e., acetonitrile or methanol). The chemometric approach revealed that omeprazole was tailing with methanol and fronting with acetonitrile along with increased fronting at higher pH. The increased fronting with higher pH for acetonitrile was explored using a pH-dependent adsorption isotherm model that was determined using the inverse method and it agreed well with the experimental data. The model indicated that the peaks exhibit more fronting at high pH due to a larger fraction of charged omeprazole molecules. This model could accurately predict the shape of elution profiles at arbitrary pH levels in the studied interval. Using a two-layer adsorption isotherm model, the difference between acetonitrile and methanol was studied at the lowest pH at which almost all omeprazole molecules are neutral. Omeprazole had adsorbate–adsorbate interactions that were similar in strength for the acetonitrile and methanol mobile phases, while the solute–adsorbent interactions were almost twice as strong with methanol. The difference in the relative strengths of these two interactions likely explains the different peak asymmetries (i.e., tailing/fronting) in methanol and acetonitrile. In conclusion, thermodynamic modelling can complement chemometric modeling in HPLC method development and increase the understanding of the separation. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s10337-016-3151-8) contains supplementary material, which is available to authorized users.
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spelling pubmed-50392272016-10-11 Combining Chemometric Models with Adsorption Isotherm Measurements to Study Omeprazole in RP-LC Åsberg, Dennis Leśko, Marek Samuelsson, Jörgen Karlsson, Anders Kaczmarski, Krzysztof Fornstedt, Torgny Chromatographia Original The adsorption of the proton-pump inhibitor omeprazole was investigated using RP-LC with chemometric models combined with adsorption isotherm modelling to study the effect of pH and type of organic modifier (i.e., acetonitrile or methanol). The chemometric approach revealed that omeprazole was tailing with methanol and fronting with acetonitrile along with increased fronting at higher pH. The increased fronting with higher pH for acetonitrile was explored using a pH-dependent adsorption isotherm model that was determined using the inverse method and it agreed well with the experimental data. The model indicated that the peaks exhibit more fronting at high pH due to a larger fraction of charged omeprazole molecules. This model could accurately predict the shape of elution profiles at arbitrary pH levels in the studied interval. Using a two-layer adsorption isotherm model, the difference between acetonitrile and methanol was studied at the lowest pH at which almost all omeprazole molecules are neutral. Omeprazole had adsorbate–adsorbate interactions that were similar in strength for the acetonitrile and methanol mobile phases, while the solute–adsorbent interactions were almost twice as strong with methanol. The difference in the relative strengths of these two interactions likely explains the different peak asymmetries (i.e., tailing/fronting) in methanol and acetonitrile. In conclusion, thermodynamic modelling can complement chemometric modeling in HPLC method development and increase the understanding of the separation. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s10337-016-3151-8) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2016-08-12 2016 /pmc/articles/PMC5039227/ /pubmed/27738352 http://dx.doi.org/10.1007/s10337-016-3151-8 Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Original
Åsberg, Dennis
Leśko, Marek
Samuelsson, Jörgen
Karlsson, Anders
Kaczmarski, Krzysztof
Fornstedt, Torgny
Combining Chemometric Models with Adsorption Isotherm Measurements to Study Omeprazole in RP-LC
title Combining Chemometric Models with Adsorption Isotherm Measurements to Study Omeprazole in RP-LC
title_full Combining Chemometric Models with Adsorption Isotherm Measurements to Study Omeprazole in RP-LC
title_fullStr Combining Chemometric Models with Adsorption Isotherm Measurements to Study Omeprazole in RP-LC
title_full_unstemmed Combining Chemometric Models with Adsorption Isotherm Measurements to Study Omeprazole in RP-LC
title_short Combining Chemometric Models with Adsorption Isotherm Measurements to Study Omeprazole in RP-LC
title_sort combining chemometric models with adsorption isotherm measurements to study omeprazole in rp-lc
topic Original
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5039227/
https://www.ncbi.nlm.nih.gov/pubmed/27738352
http://dx.doi.org/10.1007/s10337-016-3151-8
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