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Prediction and evaluation of the lipase inhibitory activities of tea polyphenols with 3D-QSAR models
The extraordinary hypolipidemic effects of polyphenolic compounds from tea have been confirmed in our previous study. To gain compounds with more potent activities, using the conformations of the most active compound revealed by molecular docking, a 3D-QSAR pancreatic lipase inhibitor model with goo...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5046073/ https://www.ncbi.nlm.nih.gov/pubmed/27694956 http://dx.doi.org/10.1038/srep34387 |
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author | Li, Yi-Fang Chang, Yi-Qun Deng, Jie Li, Wei-Xi Jian, Jie Gao, Jia-Suo Wan, Xin Gao, Hao Kurihara, Hiroshi Sun, Ping-Hua He, Rong-Rong |
author_facet | Li, Yi-Fang Chang, Yi-Qun Deng, Jie Li, Wei-Xi Jian, Jie Gao, Jia-Suo Wan, Xin Gao, Hao Kurihara, Hiroshi Sun, Ping-Hua He, Rong-Rong |
author_sort | Li, Yi-Fang |
collection | PubMed |
description | The extraordinary hypolipidemic effects of polyphenolic compounds from tea have been confirmed in our previous study. To gain compounds with more potent activities, using the conformations of the most active compound revealed by molecular docking, a 3D-QSAR pancreatic lipase inhibitor model with good predictive ability was established and validated by CoMFA and CoMISA methods. With good statistical significance in CoMFA (r(2)(cv) = 0.622, r(2) = 0.956, F = 261.463, SEE = 0.096) and CoMISA (r(2)(cv) = 0.631, r(2) = 0.932, F = 75.408, SEE = 0.212) model, we summarized the structure-activity relationship between polyphenolic compounds and pancreatic lipase inhibitory activities and find the bulky substituents in R(2), R(4) and R(5), hydrophilic substituents in R(1) and electron withdrawing groups in R(2) are the key factors to enhance the lipase inhibitory activities. Under the guidance of the 3D-QSAR results, (2R,3R,2′R,3′R)-desgalloyloolongtheanin-3,3′-O-digallate (DOTD), a potent lipase inhibitor with an IC50 of 0.08 μg/ml, was obtained from EGCG oxidative polymerization catalyzed by crude polyphenol oxidase. Furthermore, DOTD was found to inhibit lipid absorption in olive oil-loaded rats, which was related with inhibiting the activities of lipase in the intestinal mucosa and contents. |
format | Online Article Text |
id | pubmed-5046073 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-50460732016-10-11 Prediction and evaluation of the lipase inhibitory activities of tea polyphenols with 3D-QSAR models Li, Yi-Fang Chang, Yi-Qun Deng, Jie Li, Wei-Xi Jian, Jie Gao, Jia-Suo Wan, Xin Gao, Hao Kurihara, Hiroshi Sun, Ping-Hua He, Rong-Rong Sci Rep Article The extraordinary hypolipidemic effects of polyphenolic compounds from tea have been confirmed in our previous study. To gain compounds with more potent activities, using the conformations of the most active compound revealed by molecular docking, a 3D-QSAR pancreatic lipase inhibitor model with good predictive ability was established and validated by CoMFA and CoMISA methods. With good statistical significance in CoMFA (r(2)(cv) = 0.622, r(2) = 0.956, F = 261.463, SEE = 0.096) and CoMISA (r(2)(cv) = 0.631, r(2) = 0.932, F = 75.408, SEE = 0.212) model, we summarized the structure-activity relationship between polyphenolic compounds and pancreatic lipase inhibitory activities and find the bulky substituents in R(2), R(4) and R(5), hydrophilic substituents in R(1) and electron withdrawing groups in R(2) are the key factors to enhance the lipase inhibitory activities. Under the guidance of the 3D-QSAR results, (2R,3R,2′R,3′R)-desgalloyloolongtheanin-3,3′-O-digallate (DOTD), a potent lipase inhibitor with an IC50 of 0.08 μg/ml, was obtained from EGCG oxidative polymerization catalyzed by crude polyphenol oxidase. Furthermore, DOTD was found to inhibit lipid absorption in olive oil-loaded rats, which was related with inhibiting the activities of lipase in the intestinal mucosa and contents. Nature Publishing Group 2016-10-03 /pmc/articles/PMC5046073/ /pubmed/27694956 http://dx.doi.org/10.1038/srep34387 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Li, Yi-Fang Chang, Yi-Qun Deng, Jie Li, Wei-Xi Jian, Jie Gao, Jia-Suo Wan, Xin Gao, Hao Kurihara, Hiroshi Sun, Ping-Hua He, Rong-Rong Prediction and evaluation of the lipase inhibitory activities of tea polyphenols with 3D-QSAR models |
title | Prediction and evaluation of the lipase inhibitory activities of tea polyphenols with 3D-QSAR models |
title_full | Prediction and evaluation of the lipase inhibitory activities of tea polyphenols with 3D-QSAR models |
title_fullStr | Prediction and evaluation of the lipase inhibitory activities of tea polyphenols with 3D-QSAR models |
title_full_unstemmed | Prediction and evaluation of the lipase inhibitory activities of tea polyphenols with 3D-QSAR models |
title_short | Prediction and evaluation of the lipase inhibitory activities of tea polyphenols with 3D-QSAR models |
title_sort | prediction and evaluation of the lipase inhibitory activities of tea polyphenols with 3d-qsar models |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5046073/ https://www.ncbi.nlm.nih.gov/pubmed/27694956 http://dx.doi.org/10.1038/srep34387 |
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