Synthesis and Quantitative Structure–Activity Relationship (QSAR) Study of Novel Isoxazoline and Oxime Derivatives of Podophyllotoxin as Insecticidal Agents
In continuation of our program aimed at the discovery and development of natural-product-based insecticidal agents, 33 isoxazoline and oxime derivatives of podophyllotoxin modified in the C and D rings were synthesized and their structures were characterized by Proton nuclear magnetic resonance (1H...
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Veröffentlicht in: | Journal of agricultural and food chemistry 2012-08, Vol.60 (34), p.8435-8443 |
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container_title | Journal of agricultural and food chemistry |
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creator | Wang, Yi Shao, Yonghua Wang, Yangyang Fan, Lingling Yu, Xiang Zhi, Xiaoyan Yang, Chun Qu, Huan Yao, Xiaojun Xu, Hui |
description | In continuation of our program aimed at the discovery and development of natural-product-based insecticidal agents, 33 isoxazoline and oxime derivatives of podophyllotoxin modified in the C and D rings were synthesized and their structures were characterized by Proton nuclear magnetic resonance (1H NMR), high-resolution mass spectrometry (HRMS), electrospray ionization–mass spectrometry (ESI–MS), optical rotation, melting point (mp), and infrared (IR) spectroscopy. The stereochemical configurations of compounds 5e, 5f, and 9f were unambiguously determined by X-ray crystallography. Their insecticidal activity was evaluated against the pre-third-instar larvae of northern armyworm, Mythimna separata (Walker), in vivo. Compounds 5e, 9c, 11g, and 11h especially exhibited more promising insecticidal activity than toosendanin, a commercial botanical insecticide extracted from Melia azedarach. A genetic algorithm combined with multiple linear regression (GA–MLR) calculation is performed by the MOBY DIGS package. Five selected descriptors are as follows: one two-dimensional (2D) autocorrelation descriptor (GATS4e), one edge adjacency indice (EEig06x), one RDF descriptor (RDF080v), one three-dimensional (3D) MoRSE descriptor (Mor09v), and one atom-centered fragment (H-052) descriptor. Quantitative structure–activity relationship studies demonstrated that the insecticidal activity of these compounds was mainly influenced by many factors, such as electronic distribution, steric factors, etc. For this model, the standard deviation error in prediction (SDEP) is 0.0592, the correlation coefficient (R 2) is 0.861, and the leave-one-out cross-validation correlation coefficient (Q 2 loo) is 0.797. |
doi_str_mv | 10.1021/jf303069v |
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The stereochemical configurations of compounds 5e, 5f, and 9f were unambiguously determined by X-ray crystallography. Their insecticidal activity was evaluated against the pre-third-instar larvae of northern armyworm, Mythimna separata (Walker), in vivo. Compounds 5e, 9c, 11g, and 11h especially exhibited more promising insecticidal activity than toosendanin, a commercial botanical insecticide extracted from Melia azedarach. A genetic algorithm combined with multiple linear regression (GA–MLR) calculation is performed by the MOBY DIGS package. Five selected descriptors are as follows: one two-dimensional (2D) autocorrelation descriptor (GATS4e), one edge adjacency indice (EEig06x), one RDF descriptor (RDF080v), one three-dimensional (3D) MoRSE descriptor (Mor09v), and one atom-centered fragment (H-052) descriptor. Quantitative structure–activity relationship studies demonstrated that the insecticidal activity of these compounds was mainly influenced by many factors, such as electronic distribution, steric factors, etc. For this model, the standard deviation error in prediction (SDEP) is 0.0592, the correlation coefficient (R 2) is 0.861, and the leave-one-out cross-validation correlation coefficient (Q 2 loo) is 0.797.</description><identifier>ISSN: 0021-8561</identifier><identifier>EISSN: 1520-5118</identifier><identifier>DOI: 10.1021/jf303069v</identifier><identifier>PMID: 22891988</identifier><identifier>CODEN: JAFCAU</identifier><language>eng</language><publisher>Washington, DC: American Chemical Society</publisher><subject>algorithms ; Animals ; autocorrelation ; Biological and medical sciences ; botanical insecticides ; Chemistry Techniques, Synthetic ; Crystallography, X-Ray ; Drugs, Chinese Herbal - pharmacology ; Food industries ; Fundamental and applied biological sciences. Psychology ; insecticidal properties ; Insecticides - chemical synthesis ; Insecticides - chemistry ; Insecticides - pharmacology ; Larva - drug effects ; linear models ; Magnetic Resonance Spectroscopy ; mass spectrometry ; Melia azedarach ; melting ; melting point ; Molecular Structure ; Moths - drug effects ; Mythimna separata ; nuclear magnetic resonance spectroscopy ; Oximes - chemistry ; Podophyllotoxin - analogs & derivatives ; Podophyllotoxin - chemical synthesis ; Podophyllotoxin - chemistry ; prediction ; Quantitative Structure-Activity Relationship ; quantitative structure-activity relationships ; X-ray diffraction</subject><ispartof>Journal of agricultural and food chemistry, 2012-08, Vol.60 (34), p.8435-8443</ispartof><rights>Copyright © 2012 American Chemical Society</rights><rights>2015 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a435t-1ab6295dfb51403ea0eae5db5108907171bce4df5f69669b73bdda94447f0ee23</citedby><cites>FETCH-LOGICAL-a435t-1ab6295dfb51403ea0eae5db5108907171bce4df5f69669b73bdda94447f0ee23</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://pubs.acs.org/doi/pdf/10.1021/jf303069v$$EPDF$$P50$$Gacs$$H</linktopdf><linktohtml>$$Uhttps://pubs.acs.org/doi/10.1021/jf303069v$$EHTML$$P50$$Gacs$$H</linktohtml><link.rule.ids>314,780,784,2765,27076,27924,27925,56738,56788</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=26299907$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/22891988$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wang, Yi</creatorcontrib><creatorcontrib>Shao, Yonghua</creatorcontrib><creatorcontrib>Wang, Yangyang</creatorcontrib><creatorcontrib>Fan, Lingling</creatorcontrib><creatorcontrib>Yu, Xiang</creatorcontrib><creatorcontrib>Zhi, Xiaoyan</creatorcontrib><creatorcontrib>Yang, Chun</creatorcontrib><creatorcontrib>Qu, Huan</creatorcontrib><creatorcontrib>Yao, Xiaojun</creatorcontrib><creatorcontrib>Xu, Hui</creatorcontrib><title>Synthesis and Quantitative Structure–Activity Relationship (QSAR) Study of Novel Isoxazoline and Oxime Derivatives of Podophyllotoxin as Insecticidal Agents</title><title>Journal of agricultural and food chemistry</title><addtitle>J. Agric. Food Chem</addtitle><description>In continuation of our program aimed at the discovery and development of natural-product-based insecticidal agents, 33 isoxazoline and oxime derivatives of podophyllotoxin modified in the C and D rings were synthesized and their structures were characterized by Proton nuclear magnetic resonance (1H NMR), high-resolution mass spectrometry (HRMS), electrospray ionization–mass spectrometry (ESI–MS), optical rotation, melting point (mp), and infrared (IR) spectroscopy. The stereochemical configurations of compounds 5e, 5f, and 9f were unambiguously determined by X-ray crystallography. Their insecticidal activity was evaluated against the pre-third-instar larvae of northern armyworm, Mythimna separata (Walker), in vivo. Compounds 5e, 9c, 11g, and 11h especially exhibited more promising insecticidal activity than toosendanin, a commercial botanical insecticide extracted from Melia azedarach. A genetic algorithm combined with multiple linear regression (GA–MLR) calculation is performed by the MOBY DIGS package. Five selected descriptors are as follows: one two-dimensional (2D) autocorrelation descriptor (GATS4e), one edge adjacency indice (EEig06x), one RDF descriptor (RDF080v), one three-dimensional (3D) MoRSE descriptor (Mor09v), and one atom-centered fragment (H-052) descriptor. Quantitative structure–activity relationship studies demonstrated that the insecticidal activity of these compounds was mainly influenced by many factors, such as electronic distribution, steric factors, etc. For this model, the standard deviation error in prediction (SDEP) is 0.0592, the correlation coefficient (R 2) is 0.861, and the leave-one-out cross-validation correlation coefficient (Q 2 loo) is 0.797.</description><subject>algorithms</subject><subject>Animals</subject><subject>autocorrelation</subject><subject>Biological and medical sciences</subject><subject>botanical insecticides</subject><subject>Chemistry Techniques, Synthetic</subject><subject>Crystallography, X-Ray</subject><subject>Drugs, Chinese Herbal - pharmacology</subject><subject>Food industries</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>insecticidal properties</subject><subject>Insecticides - chemical synthesis</subject><subject>Insecticides - chemistry</subject><subject>Insecticides - pharmacology</subject><subject>Larva - drug effects</subject><subject>linear models</subject><subject>Magnetic Resonance Spectroscopy</subject><subject>mass spectrometry</subject><subject>Melia azedarach</subject><subject>melting</subject><subject>melting point</subject><subject>Molecular Structure</subject><subject>Moths - drug effects</subject><subject>Mythimna separata</subject><subject>nuclear magnetic resonance spectroscopy</subject><subject>Oximes - chemistry</subject><subject>Podophyllotoxin - analogs & derivatives</subject><subject>Podophyllotoxin - chemical synthesis</subject><subject>Podophyllotoxin - chemistry</subject><subject>prediction</subject><subject>Quantitative Structure-Activity Relationship</subject><subject>quantitative structure-activity relationships</subject><subject>X-ray diffraction</subject><issn>0021-8561</issn><issn>1520-5118</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpt0c1uEzEQB3ALgWgoHHgB8AWpPSzY--1jVL4iVZQ29LyaXY8bR44dbG-UcOIduPNwPAluE9oLJ8uen_72jAl5ydlbznL-bqkKVrBabB6RCa9yllWct4_JhKVi1lY1PyLPQlgyxtqqYU_JUZ63gou2nZDf852NCww6ULCSXo5go44Q9QbpPPpxiKPHPz9_TYd0pOOOXqFJVWfDQq_pyeV8enWa4Ch31Cn6xW3Q0FlwW_jhjLZ4F3qx1Suk79HrzV1wuKVfnXTrxc4YF91WWwqBzmzAdM2gJRg6vUEbw3PyRIEJ-OKwHpPrjx--nX3Ozi8-zc6m5xmURRUzDn2di0qqvuIlKxAYAlYy7VgrWMMb3g9YSlWpWtS16JuilxJEWZaNYoh5cUxO9rlr776PGGK30mFAY8CiG0PHSyF43jSNSPR0TwfvQvCourXXK_C7jrPu9ju6--9I9tUhduxXKO_lv_kn8OYAIAxglAc76PDgUlciNZDc671T4Dq48clcz3OWmmWci6quH5JgCN3Sjd6mef3nSX8BWKaruQ</recordid><startdate>20120829</startdate><enddate>20120829</enddate><creator>Wang, Yi</creator><creator>Shao, Yonghua</creator><creator>Wang, Yangyang</creator><creator>Fan, Lingling</creator><creator>Yu, Xiang</creator><creator>Zhi, Xiaoyan</creator><creator>Yang, Chun</creator><creator>Qu, Huan</creator><creator>Yao, Xiaojun</creator><creator>Xu, Hui</creator><general>American Chemical Society</general><scope>FBQ</scope><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>20120829</creationdate><title>Synthesis and Quantitative Structure–Activity Relationship (QSAR) Study of Novel Isoxazoline and Oxime Derivatives of Podophyllotoxin as Insecticidal Agents</title><author>Wang, Yi ; Shao, Yonghua ; Wang, Yangyang ; Fan, Lingling ; Yu, Xiang ; Zhi, Xiaoyan ; Yang, Chun ; Qu, Huan ; Yao, Xiaojun ; Xu, Hui</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a435t-1ab6295dfb51403ea0eae5db5108907171bce4df5f69669b73bdda94447f0ee23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>algorithms</topic><topic>Animals</topic><topic>autocorrelation</topic><topic>Biological and medical sciences</topic><topic>botanical insecticides</topic><topic>Chemistry Techniques, Synthetic</topic><topic>Crystallography, X-Ray</topic><topic>Drugs, Chinese Herbal - pharmacology</topic><topic>Food industries</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>insecticidal properties</topic><topic>Insecticides - chemical synthesis</topic><topic>Insecticides - chemistry</topic><topic>Insecticides - pharmacology</topic><topic>Larva - drug effects</topic><topic>linear models</topic><topic>Magnetic Resonance Spectroscopy</topic><topic>mass spectrometry</topic><topic>Melia azedarach</topic><topic>melting</topic><topic>melting point</topic><topic>Molecular Structure</topic><topic>Moths - drug effects</topic><topic>Mythimna separata</topic><topic>nuclear magnetic resonance spectroscopy</topic><topic>Oximes - chemistry</topic><topic>Podophyllotoxin - analogs & derivatives</topic><topic>Podophyllotoxin - chemical synthesis</topic><topic>Podophyllotoxin - chemistry</topic><topic>prediction</topic><topic>Quantitative Structure-Activity Relationship</topic><topic>quantitative structure-activity relationships</topic><topic>X-ray diffraction</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wang, Yi</creatorcontrib><creatorcontrib>Shao, Yonghua</creatorcontrib><creatorcontrib>Wang, Yangyang</creatorcontrib><creatorcontrib>Fan, Lingling</creatorcontrib><creatorcontrib>Yu, Xiang</creatorcontrib><creatorcontrib>Zhi, Xiaoyan</creatorcontrib><creatorcontrib>Yang, Chun</creatorcontrib><creatorcontrib>Qu, Huan</creatorcontrib><creatorcontrib>Yao, Xiaojun</creatorcontrib><creatorcontrib>Xu, Hui</creatorcontrib><collection>AGRIS</collection><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 agricultural and food chemistry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wang, Yi</au><au>Shao, Yonghua</au><au>Wang, Yangyang</au><au>Fan, Lingling</au><au>Yu, Xiang</au><au>Zhi, Xiaoyan</au><au>Yang, Chun</au><au>Qu, Huan</au><au>Yao, Xiaojun</au><au>Xu, Hui</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Synthesis and Quantitative Structure–Activity Relationship (QSAR) Study of Novel Isoxazoline and Oxime Derivatives of Podophyllotoxin as Insecticidal Agents</atitle><jtitle>Journal of agricultural and food chemistry</jtitle><addtitle>J. Agric. Food Chem</addtitle><date>2012-08-29</date><risdate>2012</risdate><volume>60</volume><issue>34</issue><spage>8435</spage><epage>8443</epage><pages>8435-8443</pages><issn>0021-8561</issn><eissn>1520-5118</eissn><coden>JAFCAU</coden><abstract>In continuation of our program aimed at the discovery and development of natural-product-based insecticidal agents, 33 isoxazoline and oxime derivatives of podophyllotoxin modified in the C and D rings were synthesized and their structures were characterized by Proton nuclear magnetic resonance (1H NMR), high-resolution mass spectrometry (HRMS), electrospray ionization–mass spectrometry (ESI–MS), optical rotation, melting point (mp), and infrared (IR) spectroscopy. The stereochemical configurations of compounds 5e, 5f, and 9f were unambiguously determined by X-ray crystallography. Their insecticidal activity was evaluated against the pre-third-instar larvae of northern armyworm, Mythimna separata (Walker), in vivo. Compounds 5e, 9c, 11g, and 11h especially exhibited more promising insecticidal activity than toosendanin, a commercial botanical insecticide extracted from Melia azedarach. A genetic algorithm combined with multiple linear regression (GA–MLR) calculation is performed by the MOBY DIGS package. Five selected descriptors are as follows: one two-dimensional (2D) autocorrelation descriptor (GATS4e), one edge adjacency indice (EEig06x), one RDF descriptor (RDF080v), one three-dimensional (3D) MoRSE descriptor (Mor09v), and one atom-centered fragment (H-052) descriptor. Quantitative structure–activity relationship studies demonstrated that the insecticidal activity of these compounds was mainly influenced by many factors, such as electronic distribution, steric factors, etc. For this model, the standard deviation error in prediction (SDEP) is 0.0592, the correlation coefficient (R 2) is 0.861, and the leave-one-out cross-validation correlation coefficient (Q 2 loo) is 0.797.</abstract><cop>Washington, DC</cop><pub>American Chemical Society</pub><pmid>22891988</pmid><doi>10.1021/jf303069v</doi><tpages>9</tpages></addata></record> |
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subjects | algorithms Animals autocorrelation Biological and medical sciences botanical insecticides Chemistry Techniques, Synthetic Crystallography, X-Ray Drugs, Chinese Herbal - pharmacology Food industries Fundamental and applied biological sciences. Psychology insecticidal properties Insecticides - chemical synthesis Insecticides - chemistry Insecticides - pharmacology Larva - drug effects linear models Magnetic Resonance Spectroscopy mass spectrometry Melia azedarach melting melting point Molecular Structure Moths - drug effects Mythimna separata nuclear magnetic resonance spectroscopy Oximes - chemistry Podophyllotoxin - analogs & derivatives Podophyllotoxin - chemical synthesis Podophyllotoxin - chemistry prediction Quantitative Structure-Activity Relationship quantitative structure-activity relationships X-ray diffraction |
title | Synthesis and Quantitative Structure–Activity Relationship (QSAR) Study of Novel Isoxazoline and Oxime Derivatives of Podophyllotoxin as Insecticidal Agents |
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