Simultaneous determination of sulphamethoxazole and trimethoprim in powder mixtures by attenuated total reflection-Fourier transform infrared and multivariate calibration
A partial least-squares calibration (PLS) procedure in combination with infrared spectroscopy has been developed for simultaneous determination of sulphamethoxazole (SMZ) and trimethoprim (TMP) in raw material powder mixtures used for manufacturing commercial pharmaceutical products. Multivariate ca...
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Veröffentlicht in: | Journal of pharmaceutical and biomedical analysis 2009-04, Vol.49 (3), p.800-805 |
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creator | Silva, Fabiana E.B. Ferrão, Marco F. Parisotto, Graciele Müller, Edson I. Flores, Erico M.M. |
description | A partial least-squares calibration (PLS) procedure in combination with infrared spectroscopy has been developed for simultaneous determination of sulphamethoxazole (SMZ) and trimethoprim (TMP) in raw material powder mixtures used for manufacturing commercial pharmaceutical products. Multivariate calibration modeling procedures, interval partial least squares (iPLS) and synergy partial least squares (siPLS), were applied to select a spectral range that provided the lowest prediction error in comparison to the full-spectrum model. The experimental matrix was constructed using 49 synthetic samples and 15 commercial samples. The considered concentration ranges were 400–900mgg−1 SMZ and 80–240mgg−1 TMP. Spectral data were recorded between 650 and 4000cm−1 with a 4cm−1 resolution by Fourier transform infrared spectroscopy coupled with attenuated total reflectance (ATR-FTIR) accessory. The proposed procedure was compared with conventional procedure by high performance liquid chromatography (HPLC) using 15 commercial samples containing SMZ and TMP. The results showed that PLS regression model combined to ATR-FTIR is a relatively simple, rapid and accurate procedure that could be applied to the simultaneous determination of SMZ and TMP in routine quality control of powder mixtures. A root mean square error of prediction (RMSEP) of 13.18mgg−1 for SMZ and 6.03mgg−1 for TMP was obtained after selection of better intervals by siPLS. Using the proposed procedure it is possible to analyze each sample in less than 3min considering two replicates (excluding the grinding step). Accuracy was checked by comparison to HPLC method and agreement better than 98.8% was achieved. |
doi_str_mv | 10.1016/j.jpba.2008.12.011 |
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Multivariate calibration modeling procedures, interval partial least squares (iPLS) and synergy partial least squares (siPLS), were applied to select a spectral range that provided the lowest prediction error in comparison to the full-spectrum model. The experimental matrix was constructed using 49 synthetic samples and 15 commercial samples. The considered concentration ranges were 400–900mgg−1 SMZ and 80–240mgg−1 TMP. Spectral data were recorded between 650 and 4000cm−1 with a 4cm−1 resolution by Fourier transform infrared spectroscopy coupled with attenuated total reflectance (ATR-FTIR) accessory. The proposed procedure was compared with conventional procedure by high performance liquid chromatography (HPLC) using 15 commercial samples containing SMZ and TMP. The results showed that PLS regression model combined to ATR-FTIR is a relatively simple, rapid and accurate procedure that could be applied to the simultaneous determination of SMZ and TMP in routine quality control of powder mixtures. A root mean square error of prediction (RMSEP) of 13.18mgg−1 for SMZ and 6.03mgg−1 for TMP was obtained after selection of better intervals by siPLS. Using the proposed procedure it is possible to analyze each sample in less than 3min considering two replicates (excluding the grinding step). Accuracy was checked by comparison to HPLC method and agreement better than 98.8% was achieved.</description><identifier>ISSN: 0731-7085</identifier><identifier>EISSN: 1873-264X</identifier><identifier>DOI: 10.1016/j.jpba.2008.12.011</identifier><identifier>PMID: 19179030</identifier><identifier>CODEN: JPBADA</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Algorithms ; Analysis ; Analytical, structural and metabolic biochemistry ; Anti-Infective Agents, Urinary - analysis ; Attenuated total reflection-Fourier transform infrared ; Biological and medical sciences ; Calibration ; Chromatography, High Pressure Liquid ; Fundamental and applied biological sciences. Psychology ; General pharmacology ; Interval PLS ; Least-Squares Analysis ; Medical sciences ; Multivariate Analysis ; Multivariate calibration ; Pharmacology. Drug treatments ; Powders ; Spectroscopy, Fourier Transform Infrared ; Sulphamethoxazole ; Synergy PLS ; Trimethoprim ; Trimethoprim, Sulfamethoxazole Drug Combination - analysis</subject><ispartof>Journal of pharmaceutical and biomedical analysis, 2009-04, Vol.49 (3), p.800-805</ispartof><rights>2009 Elsevier B.V.</rights><rights>2009 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c384t-5fe3704b82d229fc16c67fe631ef6ee5b1e4bf1c385a4bf81db18b9eae26a4783</citedby><cites>FETCH-LOGICAL-c384t-5fe3704b82d229fc16c67fe631ef6ee5b1e4bf1c385a4bf81db18b9eae26a4783</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.jpba.2008.12.011$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3548,27922,27923,45993</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=21289953$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/19179030$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Silva, Fabiana E.B.</creatorcontrib><creatorcontrib>Ferrão, Marco F.</creatorcontrib><creatorcontrib>Parisotto, Graciele</creatorcontrib><creatorcontrib>Müller, Edson I.</creatorcontrib><creatorcontrib>Flores, Erico M.M.</creatorcontrib><title>Simultaneous determination of sulphamethoxazole and trimethoprim in powder mixtures by attenuated total reflection-Fourier transform infrared and multivariate calibration</title><title>Journal of pharmaceutical and biomedical analysis</title><addtitle>J Pharm Biomed Anal</addtitle><description>A partial least-squares calibration (PLS) procedure in combination with infrared spectroscopy has been developed for simultaneous determination of sulphamethoxazole (SMZ) and trimethoprim (TMP) in raw material powder mixtures used for manufacturing commercial pharmaceutical products. Multivariate calibration modeling procedures, interval partial least squares (iPLS) and synergy partial least squares (siPLS), were applied to select a spectral range that provided the lowest prediction error in comparison to the full-spectrum model. The experimental matrix was constructed using 49 synthetic samples and 15 commercial samples. The considered concentration ranges were 400–900mgg−1 SMZ and 80–240mgg−1 TMP. Spectral data were recorded between 650 and 4000cm−1 with a 4cm−1 resolution by Fourier transform infrared spectroscopy coupled with attenuated total reflectance (ATR-FTIR) accessory. The proposed procedure was compared with conventional procedure by high performance liquid chromatography (HPLC) using 15 commercial samples containing SMZ and TMP. The results showed that PLS regression model combined to ATR-FTIR is a relatively simple, rapid and accurate procedure that could be applied to the simultaneous determination of SMZ and TMP in routine quality control of powder mixtures. A root mean square error of prediction (RMSEP) of 13.18mgg−1 for SMZ and 6.03mgg−1 for TMP was obtained after selection of better intervals by siPLS. Using the proposed procedure it is possible to analyze each sample in less than 3min considering two replicates (excluding the grinding step). Accuracy was checked by comparison to HPLC method and agreement better than 98.8% was achieved.</description><subject>Algorithms</subject><subject>Analysis</subject><subject>Analytical, structural and metabolic biochemistry</subject><subject>Anti-Infective Agents, Urinary - analysis</subject><subject>Attenuated total reflection-Fourier transform infrared</subject><subject>Biological and medical sciences</subject><subject>Calibration</subject><subject>Chromatography, High Pressure Liquid</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>General pharmacology</subject><subject>Interval PLS</subject><subject>Least-Squares Analysis</subject><subject>Medical sciences</subject><subject>Multivariate Analysis</subject><subject>Multivariate calibration</subject><subject>Pharmacology. Drug treatments</subject><subject>Powders</subject><subject>Spectroscopy, Fourier Transform Infrared</subject><subject>Sulphamethoxazole</subject><subject>Synergy PLS</subject><subject>Trimethoprim</subject><subject>Trimethoprim, Sulfamethoxazole Drug Combination - analysis</subject><issn>0731-7085</issn><issn>1873-264X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2009</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kc1u1TAQhS1ERS-FF2CBvIFdUo_zL7FBFQWkSl0AEjtr4oxVXyVxsJ3-8Eg8JU7vFey6mpH1zfHMOYy9AZGDgPp8n--XHnMpRJuDzAXAM7aDtikyWZc_n7OdaArIGtFWp-xlCHshRAVd-YKdQgdNJwqxY3--2WkdI87k1sAHiuQnO2O0bubO8LCOyw1OFG_cPf52I3GcBx69fXxaUuV25ou7G8jzyd7H1VPg_QPHGGleMVKiXcSRezIj6U03u3Srt4mPHudgnN80jEef2E1928feordpmmscbe8f93nFTgyOgV4f6xn7cfnp-8WX7Or689eLj1eZLtoyZpWhohFl38pBys5oqHXdGKoLIFMTVT1Q2RtIcIWpaWHooe07QpI1lk1bnLH3B93Fu18rhagmGzSN48EkVTfJx8QlUB5A7V0I6UC1GYL-QYFQW0Jqr7aE1JaQAqlSQmno7VF97Sca_o8cI0nAuyOAIV2fjJm1Df84CbLtumr7_cOBo-TFbfJTBW1p1jRYn4xWg7NP7fEX4b22Yw</recordid><startdate>20090405</startdate><enddate>20090405</enddate><creator>Silva, Fabiana E.B.</creator><creator>Ferrão, Marco F.</creator><creator>Parisotto, Graciele</creator><creator>Müller, Edson I.</creator><creator>Flores, Erico M.M.</creator><general>Elsevier B.V</general><general>Elsevier</general><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20090405</creationdate><title>Simultaneous determination of sulphamethoxazole and trimethoprim in powder mixtures by attenuated total reflection-Fourier transform infrared and multivariate calibration</title><author>Silva, Fabiana E.B. ; Ferrão, Marco F. ; Parisotto, Graciele ; Müller, Edson I. ; Flores, Erico M.M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c384t-5fe3704b82d229fc16c67fe631ef6ee5b1e4bf1c385a4bf81db18b9eae26a4783</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2009</creationdate><topic>Algorithms</topic><topic>Analysis</topic><topic>Analytical, structural and metabolic biochemistry</topic><topic>Anti-Infective Agents, Urinary - analysis</topic><topic>Attenuated total reflection-Fourier transform infrared</topic><topic>Biological and medical sciences</topic><topic>Calibration</topic><topic>Chromatography, High Pressure Liquid</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>General pharmacology</topic><topic>Interval PLS</topic><topic>Least-Squares Analysis</topic><topic>Medical sciences</topic><topic>Multivariate Analysis</topic><topic>Multivariate calibration</topic><topic>Pharmacology. Drug treatments</topic><topic>Powders</topic><topic>Spectroscopy, Fourier Transform Infrared</topic><topic>Sulphamethoxazole</topic><topic>Synergy PLS</topic><topic>Trimethoprim</topic><topic>Trimethoprim, Sulfamethoxazole Drug Combination - analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Silva, Fabiana E.B.</creatorcontrib><creatorcontrib>Ferrão, Marco F.</creatorcontrib><creatorcontrib>Parisotto, Graciele</creatorcontrib><creatorcontrib>Müller, Edson I.</creatorcontrib><creatorcontrib>Flores, Erico M.M.</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of pharmaceutical and biomedical analysis</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Silva, Fabiana E.B.</au><au>Ferrão, Marco F.</au><au>Parisotto, Graciele</au><au>Müller, Edson I.</au><au>Flores, Erico M.M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Simultaneous determination of sulphamethoxazole and trimethoprim in powder mixtures by attenuated total reflection-Fourier transform infrared and multivariate calibration</atitle><jtitle>Journal of pharmaceutical and biomedical analysis</jtitle><addtitle>J Pharm Biomed Anal</addtitle><date>2009-04-05</date><risdate>2009</risdate><volume>49</volume><issue>3</issue><spage>800</spage><epage>805</epage><pages>800-805</pages><issn>0731-7085</issn><eissn>1873-264X</eissn><coden>JPBADA</coden><abstract>A partial least-squares calibration (PLS) procedure in combination with infrared spectroscopy has been developed for simultaneous determination of sulphamethoxazole (SMZ) and trimethoprim (TMP) in raw material powder mixtures used for manufacturing commercial pharmaceutical products. Multivariate calibration modeling procedures, interval partial least squares (iPLS) and synergy partial least squares (siPLS), were applied to select a spectral range that provided the lowest prediction error in comparison to the full-spectrum model. The experimental matrix was constructed using 49 synthetic samples and 15 commercial samples. The considered concentration ranges were 400–900mgg−1 SMZ and 80–240mgg−1 TMP. Spectral data were recorded between 650 and 4000cm−1 with a 4cm−1 resolution by Fourier transform infrared spectroscopy coupled with attenuated total reflectance (ATR-FTIR) accessory. The proposed procedure was compared with conventional procedure by high performance liquid chromatography (HPLC) using 15 commercial samples containing SMZ and TMP. The results showed that PLS regression model combined to ATR-FTIR is a relatively simple, rapid and accurate procedure that could be applied to the simultaneous determination of SMZ and TMP in routine quality control of powder mixtures. A root mean square error of prediction (RMSEP) of 13.18mgg−1 for SMZ and 6.03mgg−1 for TMP was obtained after selection of better intervals by siPLS. Using the proposed procedure it is possible to analyze each sample in less than 3min considering two replicates (excluding the grinding step). Accuracy was checked by comparison to HPLC method and agreement better than 98.8% was achieved.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><pmid>19179030</pmid><doi>10.1016/j.jpba.2008.12.011</doi><tpages>6</tpages></addata></record> |
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subjects | Algorithms Analysis Analytical, structural and metabolic biochemistry Anti-Infective Agents, Urinary - analysis Attenuated total reflection-Fourier transform infrared Biological and medical sciences Calibration Chromatography, High Pressure Liquid Fundamental and applied biological sciences. Psychology General pharmacology Interval PLS Least-Squares Analysis Medical sciences Multivariate Analysis Multivariate calibration Pharmacology. Drug treatments Powders Spectroscopy, Fourier Transform Infrared Sulphamethoxazole Synergy PLS Trimethoprim Trimethoprim, Sulfamethoxazole Drug Combination - analysis |
title | Simultaneous determination of sulphamethoxazole and trimethoprim in powder mixtures by attenuated total reflection-Fourier transform infrared and multivariate calibration |
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