Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Amraei, Ahmadreza, Niazi, Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Shaheed Beheshti University of Medical Sciences 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6269573/
https://www.ncbi.nlm.nih.gov/pubmed/30568679
_version_ 1783376500826832896
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
work_keys_str_mv AT amraeiahmadreza partialleastsquareandparallelfactoranalysismethodsappliedforspectrophotometricdeterminationofcefiximeinpharmaceuticalformulationsandbiologicalfluids
AT niaziali partialleastsquareandparallelfactoranalysismethodsappliedforspectrophotometricdeterminationofcefiximeinpharmaceuticalformulationsandbiologicalfluids