Different strategies for the direct determination of amoxicillin in human urine by second-order multivariate analysis of kinetic–spectrophotometric data
The kinetic evolution of UV–visible absorption spectra of amoxicillin in the presence of copper(II) ions has been processed by the second-order multivariate methods parallel factor analysis (PARAFAC) and also by a novel approach based on partial least-squares with residual bilinearization (PLS/RBL)....
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Veröffentlicht in: | Talanta (Oxford) 2007-02, Vol.71 (2), p.806-815 |
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creator | García-Reiriz, Alejandro Damiani, Patricia C. Olivieri, Alejandro C. |
description | The kinetic evolution of UV–visible absorption spectra of amoxicillin in the presence of copper(II) ions has been processed by the second-order multivariate methods parallel factor analysis (PARAFAC) and also by a novel approach based on partial least-squares with residual bilinearization (PLS/RBL). The latter one is employed for the first time to evaluate kinetic–spectral information. The mechanism of the analyte metal-catalyzed hydrolysis involves a reaction intermediate and a final reaction product, both with spectra which may allow for the determination of amoxicillin in human urine, even in the presence of unsuspected sample components. This is possible thanks to the second-order advantage exploited by the employed chemometric algorithms, among which PARAFAC and PLS/RBL gave the best results. Amoxicillin was determined in a series of spiked and real urine samples, which allowed to perform, respectively, a recovery study and a comparison with the reference high-performance liquid chromatographic technique. The best figures of merit were obtained with PLS/RBL, namely sensitivity, 0.5
AU
L
mg
−1 (AU
=
absorbance units), analytical sensitivity, 500
L
mg
−1 and limit of detection, 6
mg
L
−1. Relative advantages and disadvantages of the employed algorithms are discussed. |
doi_str_mv | 10.1016/j.talanta.2006.05.050 |
format | Article |
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AU
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AU
L
mg
−1 (AU
=
absorbance units), analytical sensitivity, 500
L
mg
−1 and limit of detection, 6
mg
L
−1. Relative advantages and disadvantages of the employed algorithms are discussed.</description><subject>Amoxicillin</subject><subject>Analytical chemistry</subject><subject>Chemistry</subject><subject>Chromatographic methods and physical methods associated with chromatography</subject><subject>Exact sciences and technology</subject><subject>Human urine</subject><subject>Multivariate curve resolution</subject><subject>Other chromatographic methods</subject><subject>Parallel factor analysis</subject><subject>Partial least-squares with residual bilinearization</subject><subject>Second-order multivariate calibration</subject><subject>Spectrometric and optical methods</subject><issn>0039-9140</issn><issn>1873-3573</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2007</creationdate><recordtype>article</recordtype><recordid>eNqFkc9u1DAQxiMEokvhEUC-IE5Zxuskdk4IlfJHqsSld2tiT1gvib3YTtW98Q7ceDyepF7tSj0ifdIc5jffjOarqtcc1hx49363zjihz7jeAHRraIvgSbXiSopatFI8rVYAoq973sBF9SKlHQBsBIjn1QXvQXIh1ar6-8mNI0XymaUcMdMPR4mNIbK8JWZdJJOZpUxxdh6zC56FkeEc7p1x0-Q8K9ouM3q2ROeJDQeWyARv6xAtRTYvU3Z3GF3xZuhxOiSXjh4_C52d-ff7T9qXJTHstyGHmXJ0hlnM-LJ6NuKU6NW5Xla3n69vr77WN9-_fLv6eFObpoNcU6uo69oRRwt8aIXilsuNbXkvQQxNI2FoAZqezDAOQ9M2qjeosOEoS1eJy-rdyXYfw6-FUtazS4am8lwKS9JSCCWl6jeFbE-kiSGlSKPeRzdjPGgO-hiK3ulzKPoYioa2CMrcm_OGZZjJPk6dUyjA2zOAyeA0RvTGpUdONUpB3xXuw4mj8o47R1En48gbOuWkbXD_OeUB_KiyqQ</recordid><startdate>20070215</startdate><enddate>20070215</enddate><creator>García-Reiriz, Alejandro</creator><creator>Damiani, Patricia C.</creator><creator>Olivieri, Alejandro C.</creator><general>Elsevier B.V</general><general>Elsevier</general><scope>IQODW</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20070215</creationdate><title>Different strategies for the direct determination of amoxicillin in human urine by second-order multivariate analysis of kinetic–spectrophotometric data</title><author>García-Reiriz, Alejandro ; Damiani, Patricia C. ; Olivieri, Alejandro C.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c460t-e58e665fafd01b5381d172d519703b4470b50049ecbfbb45489ca8a41a7b4483</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2007</creationdate><topic>Amoxicillin</topic><topic>Analytical chemistry</topic><topic>Chemistry</topic><topic>Chromatographic methods and physical methods associated with chromatography</topic><topic>Exact sciences and technology</topic><topic>Human urine</topic><topic>Multivariate curve resolution</topic><topic>Other chromatographic methods</topic><topic>Parallel factor analysis</topic><topic>Partial least-squares with residual bilinearization</topic><topic>Second-order multivariate calibration</topic><topic>Spectrometric and optical methods</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>García-Reiriz, Alejandro</creatorcontrib><creatorcontrib>Damiani, Patricia C.</creatorcontrib><creatorcontrib>Olivieri, Alejandro C.</creatorcontrib><collection>Pascal-Francis</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Talanta (Oxford)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>García-Reiriz, Alejandro</au><au>Damiani, Patricia C.</au><au>Olivieri, Alejandro C.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Different strategies for the direct determination of amoxicillin in human urine by second-order multivariate analysis of kinetic–spectrophotometric data</atitle><jtitle>Talanta (Oxford)</jtitle><addtitle>Talanta</addtitle><date>2007-02-15</date><risdate>2007</risdate><volume>71</volume><issue>2</issue><spage>806</spage><epage>815</epage><pages>806-815</pages><issn>0039-9140</issn><eissn>1873-3573</eissn><coden>TLNTA2</coden><abstract>The kinetic evolution of UV–visible absorption spectra of amoxicillin in the presence of copper(II) ions has been processed by the second-order multivariate methods parallel factor analysis (PARAFAC) and also by a novel approach based on partial least-squares with residual bilinearization (PLS/RBL). The latter one is employed for the first time to evaluate kinetic–spectral information. The mechanism of the analyte metal-catalyzed hydrolysis involves a reaction intermediate and a final reaction product, both with spectra which may allow for the determination of amoxicillin in human urine, even in the presence of unsuspected sample components. This is possible thanks to the second-order advantage exploited by the employed chemometric algorithms, among which PARAFAC and PLS/RBL gave the best results. Amoxicillin was determined in a series of spiked and real urine samples, which allowed to perform, respectively, a recovery study and a comparison with the reference high-performance liquid chromatographic technique. The best figures of merit were obtained with PLS/RBL, namely sensitivity, 0.5
AU
L
mg
−1 (AU
=
absorbance units), analytical sensitivity, 500
L
mg
−1 and limit of detection, 6
mg
L
−1. Relative advantages and disadvantages of the employed algorithms are discussed.</abstract><cop>Amsterdam</cop><cop>Oxford</cop><pub>Elsevier B.V</pub><pmid>19071378</pmid><doi>10.1016/j.talanta.2006.05.050</doi><tpages>10</tpages></addata></record> |
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subjects | Amoxicillin Analytical chemistry Chemistry Chromatographic methods and physical methods associated with chromatography Exact sciences and technology Human urine Multivariate curve resolution Other chromatographic methods Parallel factor analysis Partial least-squares with residual bilinearization Second-order multivariate calibration Spectrometric and optical methods |
title | Different strategies for the direct determination of amoxicillin in human urine by second-order multivariate analysis of kinetic–spectrophotometric data |
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