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Partial Least Square and Parallel Factor Analysis Methods Applied for Spectrophotometric Determination of Cefixime in Pharmaceutical Formulations and Biological Fluids
In this study, the direct determination of cefixime as an anti-bacterial agent, in pharmaceutical formulations, urine and human blood plasma was conducted based on spectrophotometric measurements using parallel factor analysis (PARAFAC) and partial least squares (PLS). The calibration set was compos...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Shaheed Beheshti University of Medical Sciences
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6269573/ https://www.ncbi.nlm.nih.gov/pubmed/30568679 |
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author | Amraei, Ahmadreza Niazi, Ali |
author_facet | Amraei, Ahmadreza Niazi, Ali |
author_sort | Amraei, Ahmadreza |
collection | PubMed |
description | In this study, the direct determination of cefixime as an anti-bacterial agent, in pharmaceutical formulations, urine and human blood plasma was conducted based on spectrophotometric measurements using parallel factor analysis (PARAFAC) and partial least squares (PLS). The calibration set was composed of fourteen solutions in the range of 0.50- 9.00 µg mL(-1). PLS models were calculated at each pH applied to determine a set of synthetic cefixime solutions. The best model was acquired at pH 1.02 (PLS-pH 1.02). The ability of the method for the analysis of real samples was considered by determination of cefixime in pharmaceutical preparations, urine and plasma with satisfactory results. The calculated model with PARAFAC showed good prediction capability with root mean square error of prediction (RMSEP) of 0.12 for cefixime. The acid dissociation constants (pK(a)) of cefixime play a fundamental role in the mechanism of activity of cefixime. The pK(a )of cefixime were estimated by DATAN program using the corresponding absorption spectra-pH data. The calculated pK(a) values of cefixime were 1.89 and 3.80 for pK(a1) and pK(a2) respectively. |
format | Online Article Text |
id | pubmed-6269573 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Shaheed Beheshti University of Medical Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-62695732018-12-19 Partial Least Square and Parallel Factor Analysis Methods Applied for Spectrophotometric Determination of Cefixime in Pharmaceutical Formulations and Biological Fluids Amraei, Ahmadreza Niazi, Ali Iran J Pharm Res Original Article In this study, the direct determination of cefixime as an anti-bacterial agent, in pharmaceutical formulations, urine and human blood plasma was conducted based on spectrophotometric measurements using parallel factor analysis (PARAFAC) and partial least squares (PLS). The calibration set was composed of fourteen solutions in the range of 0.50- 9.00 µg mL(-1). PLS models were calculated at each pH applied to determine a set of synthetic cefixime solutions. The best model was acquired at pH 1.02 (PLS-pH 1.02). The ability of the method for the analysis of real samples was considered by determination of cefixime in pharmaceutical preparations, urine and plasma with satisfactory results. The calculated model with PARAFAC showed good prediction capability with root mean square error of prediction (RMSEP) of 0.12 for cefixime. The acid dissociation constants (pK(a)) of cefixime play a fundamental role in the mechanism of activity of cefixime. The pK(a )of cefixime were estimated by DATAN program using the corresponding absorption spectra-pH data. The calculated pK(a) values of cefixime were 1.89 and 3.80 for pK(a1) and pK(a2) respectively. Shaheed Beheshti University of Medical Sciences 2018 /pmc/articles/PMC6269573/ /pubmed/30568679 Text en This is an Open Access article distributed under the terms of the Creative Commons Attribution License, (http://creativecommons.org/licenses/by/3.0/) which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Amraei, Ahmadreza Niazi, Ali Partial Least Square and Parallel Factor Analysis Methods Applied for Spectrophotometric Determination of Cefixime in Pharmaceutical Formulations and Biological Fluids |
title | Partial Least Square and Parallel Factor Analysis Methods Applied for Spectrophotometric Determination of Cefixime in Pharmaceutical Formulations and Biological Fluids |
title_full | Partial Least Square and Parallel Factor Analysis Methods Applied for Spectrophotometric Determination of Cefixime in Pharmaceutical Formulations and Biological Fluids |
title_fullStr | Partial Least Square and Parallel Factor Analysis Methods Applied for Spectrophotometric Determination of Cefixime in Pharmaceutical Formulations and Biological Fluids |
title_full_unstemmed | Partial Least Square and Parallel Factor Analysis Methods Applied for Spectrophotometric Determination of Cefixime in Pharmaceutical Formulations and Biological Fluids |
title_short | Partial Least Square and Parallel Factor Analysis Methods Applied for Spectrophotometric Determination of Cefixime in Pharmaceutical Formulations and Biological Fluids |
title_sort | partial least square and parallel factor analysis methods applied for spectrophotometric determination of cefixime in pharmaceutical formulations and biological fluids |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6269573/ https://www.ncbi.nlm.nih.gov/pubmed/30568679 |
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