Application of Chemometrics in Authentication of Herbal Medicines: A Review
Introduction Herbal medicines (HM) and their preparations have been widely used for hundreds of years all over the world. However, they have not been officially recognised due to a lack of adequate or accepted research methodology for their evaluation. Objective To present a concise overview of the...
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description | Introduction
Herbal medicines (HM) and their preparations have been widely used for hundreds of years all over the world. However, they have not been officially recognised due to a lack of adequate or accepted research methodology for their evaluation.
Objective
To present a concise overview of the recent applications of chemometrics in solving the ambiguity of herbal medicine authentication during the last two decades.
Methodology
Studies involving the applications of chemometric analysis in combination with different analytical methods were classified according to the method of analysis used including chromatographic (HPLC, GC and CE), spectroscopic (NMR, IR, UV and ICP) and genetic analysis (RAPD). The purpose of each of these studies was classified into one of three main categories: taxonomic discrimination, quality assessment or classification between plants of different geographic origins.
Results
This review comprises over 150 studies, covering the past two decades, emphasising the significance of chemometric methods in the discrimination of many herbs from closely related species and from adulterants, based on the principal bioactive components and phytochemical diversity. Furthermore, the differentiation between varieties and hybrids was achieved in addition to the prediction of the active components by quantitative methods of analysis. Discrimination according to geographical origin and localities, processing methods, DNA profiling and metabolomics were also efficiently investigated.
Conclusion
Chemometric methods have provided an efficient and powerful tool for the quality control and authentication of different herbs. Copyright © 2012 John Wiley & Sons, Ltd.
The use of multivariate analysis and sorting of data using various chemometric methods has become increasingly popular in the field of medicinal plants. The critical issues of herbal adulteration and extensively wide plant varieties have made quality control a sometimes difficult task that is mainly managed using different chromatographic and spectroscopic techniques in combination with chemometric analysis. In this review, a compilation of about 90 different plant species, methods of analysis used, chemometric techniques applied and the purpose of each study is discussed briefly. |
doi_str_mv | 10.1002/pca.2378 |
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Herbal medicines (HM) and their preparations have been widely used for hundreds of years all over the world. However, they have not been officially recognised due to a lack of adequate or accepted research methodology for their evaluation.
Objective
To present a concise overview of the recent applications of chemometrics in solving the ambiguity of herbal medicine authentication during the last two decades.
Methodology
Studies involving the applications of chemometric analysis in combination with different analytical methods were classified according to the method of analysis used including chromatographic (HPLC, GC and CE), spectroscopic (NMR, IR, UV and ICP) and genetic analysis (RAPD). The purpose of each of these studies was classified into one of three main categories: taxonomic discrimination, quality assessment or classification between plants of different geographic origins.
Results
This review comprises over 150 studies, covering the past two decades, emphasising the significance of chemometric methods in the discrimination of many herbs from closely related species and from adulterants, based on the principal bioactive components and phytochemical diversity. Furthermore, the differentiation between varieties and hybrids was achieved in addition to the prediction of the active components by quantitative methods of analysis. Discrimination according to geographical origin and localities, processing methods, DNA profiling and metabolomics were also efficiently investigated.
Conclusion
Chemometric methods have provided an efficient and powerful tool for the quality control and authentication of different herbs. Copyright © 2012 John Wiley & Sons, Ltd.
The use of multivariate analysis and sorting of data using various chemometric methods has become increasingly popular in the field of medicinal plants. The critical issues of herbal adulteration and extensively wide plant varieties have made quality control a sometimes difficult task that is mainly managed using different chromatographic and spectroscopic techniques in combination with chemometric analysis. In this review, a compilation of about 90 different plant species, methods of analysis used, chemometric techniques applied and the purpose of each study is discussed briefly.</description><identifier>ISSN: 0958-0344</identifier><identifier>EISSN: 1099-1565</identifier><identifier>DOI: 10.1002/pca.2378</identifier><identifier>PMID: 22678654</identifier><identifier>CODEN: PHANEL</identifier><language>eng</language><publisher>Chichester, UK: John Wiley & Sons, Ltd</publisher><subject>Calibration ; Chemistry Techniques, Analytical - methods ; chemometrics ; Chromatography - methods ; Chromatography, Gas ; Chromatography, High Pressure Liquid - methods ; DNA Fingerprinting ; Electrophoresis, Capillary ; Gas Chromatography-Mass Spectrometry ; herbal medicine ; Herbal Medicine - standards ; Magnetic Resonance Spectroscopy ; Metabolomics ; Multivariate Analysis ; Plants, Medicinal - chemistry ; Plants, Medicinal - classification ; Quality Control ; Random Amplified Polymorphic DNA Technique ; Spectrophotometry, Infrared ; Spectrophotometry, Ultraviolet</subject><ispartof>Phytochemical analysis, 2013-01, Vol.24 (1), p.1-24</ispartof><rights>Copyright © 2012 John Wiley & Sons, Ltd.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4538-3eb4120c631eb1f0fe104ed3d0c75675a6e2c5d3d8dfcad9ee20ed5c78082c153</citedby><cites>FETCH-LOGICAL-c4538-3eb4120c631eb1f0fe104ed3d0c75675a6e2c5d3d8dfcad9ee20ed5c78082c153</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fpca.2378$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fpca.2378$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>315,781,785,1418,27929,27930,45579,45580</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/22678654$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Gad, Haidy A.</creatorcontrib><creatorcontrib>El-Ahmady, Sherweit H.</creatorcontrib><creatorcontrib>Abou-Shoer, Mohamed I.</creatorcontrib><creatorcontrib>Al-Azizi, Mohamed M.</creatorcontrib><title>Application of Chemometrics in Authentication of Herbal Medicines: A Review</title><title>Phytochemical analysis</title><addtitle>Phytochem. Anal</addtitle><description>Introduction
Herbal medicines (HM) and their preparations have been widely used for hundreds of years all over the world. However, they have not been officially recognised due to a lack of adequate or accepted research methodology for their evaluation.
Objective
To present a concise overview of the recent applications of chemometrics in solving the ambiguity of herbal medicine authentication during the last two decades.
Methodology
Studies involving the applications of chemometric analysis in combination with different analytical methods were classified according to the method of analysis used including chromatographic (HPLC, GC and CE), spectroscopic (NMR, IR, UV and ICP) and genetic analysis (RAPD). The purpose of each of these studies was classified into one of three main categories: taxonomic discrimination, quality assessment or classification between plants of different geographic origins.
Results
This review comprises over 150 studies, covering the past two decades, emphasising the significance of chemometric methods in the discrimination of many herbs from closely related species and from adulterants, based on the principal bioactive components and phytochemical diversity. Furthermore, the differentiation between varieties and hybrids was achieved in addition to the prediction of the active components by quantitative methods of analysis. Discrimination according to geographical origin and localities, processing methods, DNA profiling and metabolomics were also efficiently investigated.
Conclusion
Chemometric methods have provided an efficient and powerful tool for the quality control and authentication of different herbs. Copyright © 2012 John Wiley & Sons, Ltd.
The use of multivariate analysis and sorting of data using various chemometric methods has become increasingly popular in the field of medicinal plants. The critical issues of herbal adulteration and extensively wide plant varieties have made quality control a sometimes difficult task that is mainly managed using different chromatographic and spectroscopic techniques in combination with chemometric analysis. In this review, a compilation of about 90 different plant species, methods of analysis used, chemometric techniques applied and the purpose of each study is discussed briefly.</description><subject>Calibration</subject><subject>Chemistry Techniques, Analytical - methods</subject><subject>chemometrics</subject><subject>Chromatography - methods</subject><subject>Chromatography, Gas</subject><subject>Chromatography, High Pressure Liquid - methods</subject><subject>DNA Fingerprinting</subject><subject>Electrophoresis, Capillary</subject><subject>Gas Chromatography-Mass Spectrometry</subject><subject>herbal medicine</subject><subject>Herbal Medicine - standards</subject><subject>Magnetic Resonance Spectroscopy</subject><subject>Metabolomics</subject><subject>Multivariate Analysis</subject><subject>Plants, Medicinal - chemistry</subject><subject>Plants, Medicinal - classification</subject><subject>Quality Control</subject><subject>Random Amplified Polymorphic DNA Technique</subject><subject>Spectrophotometry, Infrared</subject><subject>Spectrophotometry, Ultraviolet</subject><issn>0958-0344</issn><issn>1099-1565</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kMtKxDAUQIMozjgKfoEU3Lip5tGkrbs6qCM-GRWXIZPeMtG-TFpH_96I4wPBVbjkcLj3ILRN8D7BmB60Wu1TFicraEhwmoaEC76KhjjlSYhZFA3QhnOPGPu_VKyjAaUiTgSPhug8a9vSaNWZpg6aIhjPoWoq6KzRLjB1kPXdHOruFzEBO1NlcAm50aYGdxhkwRReDCw20VqhSgdby3eE7k-O78aT8OL69GycXYQ64iwJGcwiQrEWjMCMFLgAgiPIWY51zEXMlQCquZ-TvNAqTwEohpzrOMEJ1YSzEdr79La2ee7BdbIyTkNZqhqa3kniU3DMOBMe3f2DPja9rf12nqKUCMG4-BFq2zhnoZCtNZWyb5Jg-RFY-sDyI7BHd5bCflZB_g1-FfVA-AksTAlv_4rkzThbCpe8cR28fvPKPkkR-zvkw9WpvJpOT27SWyGP2DtzoZIU</recordid><startdate>201301</startdate><enddate>201301</enddate><creator>Gad, Haidy A.</creator><creator>El-Ahmady, Sherweit H.</creator><creator>Abou-Shoer, Mohamed I.</creator><creator>Al-Azizi, Mohamed M.</creator><general>John Wiley & Sons, Ltd</general><general>Wiley Subscription Services, Inc</general><scope>BSCLL</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>7QL</scope><scope>7QR</scope><scope>7T7</scope><scope>7TM</scope><scope>7U9</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>H94</scope><scope>K9.</scope><scope>M7N</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope></search><sort><creationdate>201301</creationdate><title>Application of Chemometrics in Authentication of Herbal Medicines: A Review</title><author>Gad, Haidy A. ; El-Ahmady, Sherweit H. ; Abou-Shoer, Mohamed I. ; Al-Azizi, Mohamed M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4538-3eb4120c631eb1f0fe104ed3d0c75675a6e2c5d3d8dfcad9ee20ed5c78082c153</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Calibration</topic><topic>Chemistry Techniques, Analytical - methods</topic><topic>chemometrics</topic><topic>Chromatography - methods</topic><topic>Chromatography, Gas</topic><topic>Chromatography, High Pressure Liquid - methods</topic><topic>DNA Fingerprinting</topic><topic>Electrophoresis, Capillary</topic><topic>Gas Chromatography-Mass Spectrometry</topic><topic>herbal medicine</topic><topic>Herbal Medicine - standards</topic><topic>Magnetic Resonance Spectroscopy</topic><topic>Metabolomics</topic><topic>Multivariate Analysis</topic><topic>Plants, Medicinal - chemistry</topic><topic>Plants, Medicinal - classification</topic><topic>Quality Control</topic><topic>Random Amplified Polymorphic DNA Technique</topic><topic>Spectrophotometry, Infrared</topic><topic>Spectrophotometry, Ultraviolet</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gad, Haidy A.</creatorcontrib><creatorcontrib>El-Ahmady, Sherweit H.</creatorcontrib><creatorcontrib>Abou-Shoer, Mohamed I.</creatorcontrib><creatorcontrib>Al-Azizi, Mohamed M.</creatorcontrib><collection>Istex</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Chemoreception Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Phytochemical analysis</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gad, Haidy A.</au><au>El-Ahmady, Sherweit H.</au><au>Abou-Shoer, Mohamed I.</au><au>Al-Azizi, Mohamed M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Application of Chemometrics in Authentication of Herbal Medicines: A Review</atitle><jtitle>Phytochemical analysis</jtitle><addtitle>Phytochem. Anal</addtitle><date>2013-01</date><risdate>2013</risdate><volume>24</volume><issue>1</issue><spage>1</spage><epage>24</epage><pages>1-24</pages><issn>0958-0344</issn><eissn>1099-1565</eissn><coden>PHANEL</coden><abstract>Introduction
Herbal medicines (HM) and their preparations have been widely used for hundreds of years all over the world. However, they have not been officially recognised due to a lack of adequate or accepted research methodology for their evaluation.
Objective
To present a concise overview of the recent applications of chemometrics in solving the ambiguity of herbal medicine authentication during the last two decades.
Methodology
Studies involving the applications of chemometric analysis in combination with different analytical methods were classified according to the method of analysis used including chromatographic (HPLC, GC and CE), spectroscopic (NMR, IR, UV and ICP) and genetic analysis (RAPD). The purpose of each of these studies was classified into one of three main categories: taxonomic discrimination, quality assessment or classification between plants of different geographic origins.
Results
This review comprises over 150 studies, covering the past two decades, emphasising the significance of chemometric methods in the discrimination of many herbs from closely related species and from adulterants, based on the principal bioactive components and phytochemical diversity. Furthermore, the differentiation between varieties and hybrids was achieved in addition to the prediction of the active components by quantitative methods of analysis. Discrimination according to geographical origin and localities, processing methods, DNA profiling and metabolomics were also efficiently investigated.
Conclusion
Chemometric methods have provided an efficient and powerful tool for the quality control and authentication of different herbs. Copyright © 2012 John Wiley & Sons, Ltd.
The use of multivariate analysis and sorting of data using various chemometric methods has become increasingly popular in the field of medicinal plants. The critical issues of herbal adulteration and extensively wide plant varieties have made quality control a sometimes difficult task that is mainly managed using different chromatographic and spectroscopic techniques in combination with chemometric analysis. In this review, a compilation of about 90 different plant species, methods of analysis used, chemometric techniques applied and the purpose of each study is discussed briefly.</abstract><cop>Chichester, UK</cop><pub>John Wiley & Sons, Ltd</pub><pmid>22678654</pmid><doi>10.1002/pca.2378</doi><tpages>24</tpages></addata></record> |
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subjects | Calibration Chemistry Techniques, Analytical - methods chemometrics Chromatography - methods Chromatography, Gas Chromatography, High Pressure Liquid - methods DNA Fingerprinting Electrophoresis, Capillary Gas Chromatography-Mass Spectrometry herbal medicine Herbal Medicine - standards Magnetic Resonance Spectroscopy Metabolomics Multivariate Analysis Plants, Medicinal - chemistry Plants, Medicinal - classification Quality Control Random Amplified Polymorphic DNA Technique Spectrophotometry, Infrared Spectrophotometry, Ultraviolet |
title | Application of Chemometrics in Authentication of Herbal Medicines: A Review |
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