Using partial least squares and principal component regression in simultaneous spectrophotometric analysis of pyrimidine bases

This study, for the first time, applies multivariate spectrophotometric calibration for simultaneous determination of three pyrimidine bases including uracil (URA), cytosine (CYT) and thymine (THY). Although determination of these bases is of great importance from a physiological and pharmaceutical...

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Main Authors: Habibollah Khajehsharifi, Zahra Eskandari, Neda Sareban
Format: Article
Language:English
Published: Elsevier 2017-02-01
Series:Arabian Journal of Chemistry
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1878535212001748
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spelling doaj-fa573e0086de479b81b18905d97e5b4d2020-11-24T22:58:17ZengElsevierArabian Journal of Chemistry1878-53522017-02-0110S1S141S14710.1016/j.arabjc.2012.07.015Using partial least squares and principal component regression in simultaneous spectrophotometric analysis of pyrimidine basesHabibollah Khajehsharifi0Zahra Eskandari1Neda Sareban2Department of Chemistry, Yasouj University, Yasouj 75914-353, IranDepartment of Chemistry, Yasouj University, Yasouj 75914-353, IranDepartment of Chemistry, Yasouj University, Yasouj 75914-353, IranThis study, for the first time, applies multivariate spectrophotometric calibration for simultaneous determination of three pyrimidine bases including uracil (URA), cytosine (CYT) and thymine (THY). Although determination of these bases is of great importance from a physiological and pharmaceutical perspective, it could be a difficult task since there is some sort of spectral overlapping. The principal component regression (PCR) and partial least-squares (PLS) model were used to overcome this problem and to construct the calibration sets containing URA, CYT and THY in the concentration range of 1.12–22.42, 1.11–27.78 and 1.26–25.22 μg mL−1, respectively. The absorption spectra were recorded from 220–320 nm. The results showed that the NPCs for URA, CYT and THY were 6, 5 and 4 by PCR and 4, 5 and 3 by PLS, respectively. In addition, the RMSEPs for URA, CYT and THY were 0.7067, 0.5093 and 0.6371 by PCR and 0.5469, 0.2700 and 0.5087 by PLS, respectively. The proposed method yielded recoveries ranging from 93.85 to 107.45 by PLS and 90.48 to 111.42 by PCR. The method was successful in simultaneous determination of the three bases in urine, serum and plasma.http://www.sciencedirect.com/science/article/pii/S1878535212001748UracilCytosineThymineSpectrophotometryPartial least squaresPrincipal component regression
collection DOAJ
language English
format Article
sources DOAJ
author Habibollah Khajehsharifi
Zahra Eskandari
Neda Sareban
spellingShingle Habibollah Khajehsharifi
Zahra Eskandari
Neda Sareban
Using partial least squares and principal component regression in simultaneous spectrophotometric analysis of pyrimidine bases
Arabian Journal of Chemistry
Uracil
Cytosine
Thymine
Spectrophotometry
Partial least squares
Principal component regression
author_facet Habibollah Khajehsharifi
Zahra Eskandari
Neda Sareban
author_sort Habibollah Khajehsharifi
title Using partial least squares and principal component regression in simultaneous spectrophotometric analysis of pyrimidine bases
title_short Using partial least squares and principal component regression in simultaneous spectrophotometric analysis of pyrimidine bases
title_full Using partial least squares and principal component regression in simultaneous spectrophotometric analysis of pyrimidine bases
title_fullStr Using partial least squares and principal component regression in simultaneous spectrophotometric analysis of pyrimidine bases
title_full_unstemmed Using partial least squares and principal component regression in simultaneous spectrophotometric analysis of pyrimidine bases
title_sort using partial least squares and principal component regression in simultaneous spectrophotometric analysis of pyrimidine bases
publisher Elsevier
series Arabian Journal of Chemistry
issn 1878-5352
publishDate 2017-02-01
description This study, for the first time, applies multivariate spectrophotometric calibration for simultaneous determination of three pyrimidine bases including uracil (URA), cytosine (CYT) and thymine (THY). Although determination of these bases is of great importance from a physiological and pharmaceutical perspective, it could be a difficult task since there is some sort of spectral overlapping. The principal component regression (PCR) and partial least-squares (PLS) model were used to overcome this problem and to construct the calibration sets containing URA, CYT and THY in the concentration range of 1.12–22.42, 1.11–27.78 and 1.26–25.22 μg mL−1, respectively. The absorption spectra were recorded from 220–320 nm. The results showed that the NPCs for URA, CYT and THY were 6, 5 and 4 by PCR and 4, 5 and 3 by PLS, respectively. In addition, the RMSEPs for URA, CYT and THY were 0.7067, 0.5093 and 0.6371 by PCR and 0.5469, 0.2700 and 0.5087 by PLS, respectively. The proposed method yielded recoveries ranging from 93.85 to 107.45 by PLS and 90.48 to 111.42 by PCR. The method was successful in simultaneous determination of the three bases in urine, serum and plasma.
topic Uracil
Cytosine
Thymine
Spectrophotometry
Partial least squares
Principal component regression
url http://www.sciencedirect.com/science/article/pii/S1878535212001748
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