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Ueda Y, Kawabata T. Streamlined Synthesis of Ellagitannins: Site-Selective Functionalization of the Glucose Core and Stereodivergent Construction of the Hexahydroxydiphenoic Groups. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024; 72:24191-24197. [PMID: 39465500 DOI: 10.1021/acs.jafc.4c07615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/29/2024]
Abstract
Ellagitannins are a class of plant polyphenols with a structural diversity of around 1000. Because those with attractive biological activities have been reported, synthetic studies have been performed. The purpose of this perspective is to provide an outlook toward future developments on ellagitannin chemistry and medicinal applications by overviewing synthetic studies. In particular, we summarize recent synthetic efforts of ellagitannins via functionalization of the glucose core and stereodivergent construction of the characteristic hydroxydiphenoic groups. The development of chemical probes utilizing natural ellagitannins is also introduced.
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Affiliation(s)
- Yoshihiro Ueda
- Interdisciplinary Research Center for Catalytic Chemistry, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba Central 5, 1-1-1 Higashi, Tsukuba, Ibaraki 305-8565, Japan
| | - Takeo Kawabata
- Department of Pharmaceutical Sciences, International University of Health and Welfare, 137-1 Enokizu, Okawa, Fukuoka 831-8501, Japan
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Arumapperuma T, Snow AJD, Lee M, Sharma M, Zhang Y, Lingford JP, Goddard-Borger ED, Davies GJ, Williams SJ. Capture-and-release of a sulfoquinovose-binding protein on sulfoquinovose-modified agarose. Org Biomol Chem 2024; 22:3237-3244. [PMID: 38567495 DOI: 10.1039/d4ob00307a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
The solute-binding protein (SBP) components of periplasmic binding protein-dependent ATP-binding cassette (ABC)-type transporters often possess exquisite selectivity for their cognate ligands. Maltose binding protein (MBP), the best studied of these SBPs, has been extensively used as a fusion partner to enable the affinity purification of recombinant proteins. However, other SBPs and SBP-ligand based affinity systems remain underexplored. The sulfoquinovose-binding protein SmoF, is a substrate-binding protein component of the ABC transporter cassette in Agrobacterium tumefaciens involved in importing sulfoquinovose (SQ) and its derivatives for SQ catabolism. Here, we show that SmoF binds with high affinity to the octyl glycoside of SQ (octyl-SQ), demonstrating remarkable tolerance to extension of the anomeric substituent. The 3D X-ray structure of the SmoF·octyl-SQ complex reveals accommodation of the octyl chain, which projects to the protein surface, providing impetus for the synthesis of a linker-equipped SQ-amine using a thiol-ene reaction as a key step, and its conjugation to cyanogen bromide modified agarose. We demonstrate the successful capture and release of SmoF from SQ-agarose resin using SQ as competitive eluant, and selectivity for release versus other organosulfonates. We show that SmoF can be captured and purified from a cell lysate, demonstrating the utility of SQ-agarose in capturing SQ binding proteins from complex mixtures. The present work provides a pathway for development of 'capture-and-release' affinity resins for the discovery and study of SBPs.
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Affiliation(s)
- Thimali Arumapperuma
- School of Chemistry and Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Parkville, Victoria 3010, Australia.
| | - Alexander J D Snow
- York Structural Biology Laboratory, Department of Chemistry, University of York, Heslington YO10 5DD, UK.
| | - Mihwa Lee
- School of Chemistry and Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Parkville, Victoria 3010, Australia.
| | - Mahima Sharma
- York Structural Biology Laboratory, Department of Chemistry, University of York, Heslington YO10 5DD, UK.
| | - Yunyang Zhang
- School of Chemistry and Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Parkville, Victoria 3010, Australia.
| | - James P Lingford
- Chemical Biology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria 3010, Australia.
| | - Ethan D Goddard-Borger
- Chemical Biology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria 3010, Australia.
- Department of Medical Biology, University of Melbourne, Parkville, Victoria 3010, Australia
| | - Gideon J Davies
- York Structural Biology Laboratory, Department of Chemistry, University of York, Heslington YO10 5DD, UK.
| | - Spencer J Williams
- School of Chemistry and Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Parkville, Victoria 3010, Australia.
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Kempf K, Capello Y, Melhem R, Lescoat C, Kempf O, Cornu A, Fremaux I, Chaignepain S, Groppi A, Nikolski M, Deffieux D, Génot E, Quideau S. Systemic Convergent Multitarget Interactions of Plant Polyphenols Revealed by Affinity-Based Protein Profiling of Bone Cells Using C-Glucosidic Vescal(ag)in-Bearing Chemoproteomic Probes. ACS Chem Biol 2023; 18:2495-2505. [PMID: 37948120 DOI: 10.1021/acschembio.3c00440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2023]
Abstract
The ellagitannins vescalagin and vescalin, known as actin-dependent inhibitors of osteoclastic bone resorption, were mounted onto chemical probes to explore their interactions with bone cell proteins by means of affinity-based chemoproteomics and bioinformatics. The chemical reactivity of the pyrogallol units of these polyphenols toward oxidation into electrophilic ortho-quinones was exploited using NaIO4 to promote the covalent capture of target proteins, notably those expressed at lower abundance and those interacting with polyphenols at low-to-moderate levels of affinity. Different assays revealed the multitarget nature of both ellagitannins, with 100-370 statistically significant proteins captured by their corresponding probes. A much higher number of proteins were captured from osteoclasts than from osteoblasts. Bioinformatic analyses unveiled a preference for the capture of proteins having phosphorylated ligands and GTPase regulators and enabled the identification of 33 potential target proteins with systemic relevance to osteoclast differentiation and activity, as well as to the regulation of actin dynamics.
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Affiliation(s)
- Karl Kempf
- Univ. Bordeaux, ISM (CNRS-UMR 5255), 351 Cours de la Libération, 33405 Talence, Cedex, France
- Department of Safety and Quality of Meat, Max Rubner-Institut (MRI), E.-C.-Baumann-Straße 20, 95326 Kulmbach, Germany
| | - Yoan Capello
- Univ. Bordeaux, ISM (CNRS-UMR 5255), 351 Cours de la Libération, 33405 Talence, Cedex, France
| | - Rana Melhem
- Univ. Bordeaux, Centre de Recherche Cardio-Thoracique de Bordeaux (INSERM U1045), 2 Rue Robert Escarpit, 33607 Pessac, Cedex, France
| | - Claire Lescoat
- Univ. Bordeaux, IBGC (CNRS-UMR 5095), Centre de Bioinformatique de Bordeaux, 146 Rue Léo Saignat, 33076 Bordeaux, Cedex, France
| | - Oxana Kempf
- Univ. Bordeaux, ISM (CNRS-UMR 5255), 351 Cours de la Libération, 33405 Talence, Cedex, France
| | - Anaëlle Cornu
- Univ. Bordeaux, ISM (CNRS-UMR 5255), 351 Cours de la Libération, 33405 Talence, Cedex, France
| | - Isabelle Fremaux
- Univ. Bordeaux, Centre de Recherche Cardio-Thoracique de Bordeaux (INSERM U1045), 2 Rue Robert Escarpit, 33607 Pessac, Cedex, France
| | - Stéphane Chaignepain
- Univ. Bordeaux, CBMN (CNRS-UMR 5248), Centre de Génomique Fonctionnelle de Bordeaux, 146 Rue Léo Saignat, 33076 Bordeaux, Cedex, France
| | - Alexis Groppi
- Univ. Bordeaux, IBGC (CNRS-UMR 5095), Centre de Bioinformatique de Bordeaux, 146 Rue Léo Saignat, 33076 Bordeaux, Cedex, France
| | - Macha Nikolski
- Univ. Bordeaux, IBGC (CNRS-UMR 5095), Centre de Bioinformatique de Bordeaux, 146 Rue Léo Saignat, 33076 Bordeaux, Cedex, France
| | - Denis Deffieux
- Univ. Bordeaux, ISM (CNRS-UMR 5255), 351 Cours de la Libération, 33405 Talence, Cedex, France
| | - Elisabeth Génot
- Univ. Bordeaux, Centre de Recherche Cardio-Thoracique de Bordeaux (INSERM U1045), 2 Rue Robert Escarpit, 33607 Pessac, Cedex, France
| | - Stéphane Quideau
- Univ. Bordeaux, ISM (CNRS-UMR 5255), 351 Cours de la Libération, 33405 Talence, Cedex, France
- Institut Universitaire de France, 1 Rue Descartes, 75231 Paris, Cedex 05, France
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Kempf K, Kempf O, Capello Y, Molitor C, Lescoat C, Melhem R, Chaignepain S, Génot E, Groppi A, Nikolski M, Halbwirth H, Deffieux D, Quideau S. Synthesis of Flavonol-Bearing Probes for Chemoproteomic and Bioinformatic Analyses of Asteraceae Petals in Search of Novel Flavonoid Enzymes. Int J Mol Sci 2023; 24:ijms24119724. [PMID: 37298676 DOI: 10.3390/ijms24119724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 05/26/2023] [Accepted: 05/31/2023] [Indexed: 06/12/2023] Open
Abstract
This study aimed at searching for the enzymes that are responsible for the higher hydroxylation of flavonols serving as UV-honey guides for pollinating insects on the petals of Asteraceae flowers. To achieve this aim, an affinity-based chemical proteomic approach was developed by relying on the use of quercetin-bearing biotinylated probes, which were thus designed and synthesized to selectively and covalently capture relevant flavonoid enzymes. Proteomic and bioinformatic analyses of proteins captured from petal microsomes of two Asteraceae species (Rudbeckia hirta and Tagetes erecta) revealed the presence of two flavonol 6-hydroxylases and several additional not fully characterized proteins as candidates for the identification of novel flavonol 8-hydroxylases, as well as relevant flavonol methyl- and glycosyltransferases. Generally speaking, this substrate-based proteome profiling methodology constitutes a powerful tool for the search for unknown (flavonoid) enzymes in plant protein extracts.
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Affiliation(s)
- Karl Kempf
- ISM (CNRS-UMR 5255), University of Bordeaux, 33405 Talence CEDEX, France
| | - Oxana Kempf
- ISM (CNRS-UMR 5255), University of Bordeaux, 33405 Talence CEDEX, France
| | - Yoan Capello
- ISM (CNRS-UMR 5255), University of Bordeaux, 33405 Talence CEDEX, France
| | - Christian Molitor
- Institute of Chemical, Environmental & Bioscience Engineering, Technische Universität Wien, 1060 Vienna, Austria
| | - Claire Lescoat
- Centre de Bioinformatique de Bordeaux (CBiB), University of Bordeaux, 33076 Bordeaux CEDEX, France
| | - Rana Melhem
- Centre de Recherche Cardio-Thoracique de Bordeaux (INSERM U1045), University of Bordeaux, 33607 Pessac CEDEX, France
| | - Stéphane Chaignepain
- CBMN (CNRS-UMR 5248), Centre de Génomique Fonctionnelle de Bordeaux, University of Bordeaux, 33076 Bordeaux CEDEX, France
| | - Elisabeth Génot
- Centre de Recherche Cardio-Thoracique de Bordeaux (INSERM U1045), University of Bordeaux, 33607 Pessac CEDEX, France
| | - Alexis Groppi
- Centre de Bioinformatique de Bordeaux (CBiB), University of Bordeaux, 33076 Bordeaux CEDEX, France
- IBGC (CNRS-UMR 5095), University of Bordeaux, 33077 Bordeaux CEDEX, France
| | - Macha Nikolski
- Centre de Bioinformatique de Bordeaux (CBiB), University of Bordeaux, 33076 Bordeaux CEDEX, France
- IBGC (CNRS-UMR 5095), University of Bordeaux, 33077 Bordeaux CEDEX, France
| | - Heidi Halbwirth
- Institute of Chemical, Environmental & Bioscience Engineering, Technische Universität Wien, 1060 Vienna, Austria
| | - Denis Deffieux
- ISM (CNRS-UMR 5255), University of Bordeaux, 33405 Talence CEDEX, France
| | - Stéphane Quideau
- ISM (CNRS-UMR 5255), University of Bordeaux, 33405 Talence CEDEX, France
- Institut Universitaire de France, 75231 Paris CEDEX 05, France
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Delannoy López DM, Tran DT, Viault G, Dairi S, Peixoto PA, Capello Y, Minder L, Pouységu L, Génot E, Di Primo C, Deffieux D, Quideau S. Real-Time Analysis of Polyphenol-Protein Interactions by Surface Plasmon Resonance Using Surface-Bound Polyphenols. Chemistry 2021; 27:5498-5508. [PMID: 33443311 DOI: 10.1002/chem.202005187] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Indexed: 11/11/2022]
Abstract
A selection of bioactive polyphenols of different structural classes, such as the ellagitannins vescalagin and vescalin, the flavanoids catechin, epicatechin, epigallocatechin gallate (EGCG), and procyanidin B2, and the stilbenoids resveratrol and piceatannol, were chemically modified to bear a biotin unit for enabling their immobilization on streptavidin-coated sensor chips. These sensor chips were used to evaluate in real time by surface plasmon resonance (SPR) the interactions of three different surface-bound polyphenolic ligands per sensor chip with various protein analytes, including human DNA topoisomerase IIα, flavonoid leucoanthocyanidin dioxygenase, B-cell lymphoma 2 apoptosis regulator protein, and bovine serum albumin. The types and levels of SPR responses unveiled major differences in the association, or lack thereof, and dissociation between a given protein analyte and different polyphenolic ligands. Thus, this multi-analysis SPR technique is a valuable methodology to rapidly screen and qualitatively compare various polyphenol-protein interactions.
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Affiliation(s)
| | - Dong Tien Tran
- Univ. Bordeaux, ISM (CNRS-UMR 5255), 351 cours de la Libération, 33405, Talence Cedex, France
| | - Guillaume Viault
- Univ. Bordeaux, ISM (CNRS-UMR 5255), 351 cours de la Libération, 33405, Talence Cedex, France
| | - Sofiane Dairi
- Univ. Bordeaux, ISM (CNRS-UMR 5255), 351 cours de la Libération, 33405, Talence Cedex, France
| | | | - Yoan Capello
- Univ. Bordeaux, ISM (CNRS-UMR 5255), 351 cours de la Libération, 33405, Talence Cedex, France
| | - Laëtitia Minder
- INSERM, CNRS, IECB (US001, UMS 3033), Univ. Bordeaux, 2 rue Robert Escarpit, 33607, Pessac Cedex, France
| | - Laurent Pouységu
- Univ. Bordeaux, ISM (CNRS-UMR 5255), 351 cours de la Libération, 33405, Talence Cedex, France
| | - Elisabeth Génot
- Centre de Recherche Cardio-Thoracique de Bordeaux (INSERM U1045), Univ. Bordeaux, 2 rue Robert Escarpit, 33607, Pessac Cedex, France
| | - Carmelo Di Primo
- INSERM, CNRS (U1212, UMR 5320), IECB, Univ. Bordeaux, 2 rue Robert Escarpit, 33607, Pessac Cedex, France
| | - Denis Deffieux
- Univ. Bordeaux, ISM (CNRS-UMR 5255), 351 cours de la Libération, 33405, Talence Cedex, France
| | - Stéphane Quideau
- Univ. Bordeaux, ISM (CNRS-UMR 5255), 351 cours de la Libération, 33405, Talence Cedex, France.,Institut Universitaire de France, 1 rue Descartes, 75231, Paris Cedex 05, France
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Khiar‐Fernández N, Macicior J, Marcos‐Ramiro B, Ortega‐Gutiérrez S. Chemistry for the Identification of Therapeutic Targets: Recent Advances and Future Directions. European J Org Chem 2021. [DOI: 10.1002/ejoc.202001507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Nora Khiar‐Fernández
- Department of Organic Chemistry School of Chemistry Universidad Complutense de Madrid Plaza de las Ciencias s/n 28040 Madrid Spain
| | - Jon Macicior
- Department of Organic Chemistry School of Chemistry Universidad Complutense de Madrid Plaza de las Ciencias s/n 28040 Madrid Spain
| | - Beatriz Marcos‐Ramiro
- Department of Organic Chemistry School of Chemistry Universidad Complutense de Madrid Plaza de las Ciencias s/n 28040 Madrid Spain
| | - Silvia Ortega‐Gutiérrez
- Department of Organic Chemistry School of Chemistry Universidad Complutense de Madrid Plaza de las Ciencias s/n 28040 Madrid Spain
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PXR is a target of (-)-epicatechin in skeletal muscle. Heliyon 2020; 6:e05357. [PMID: 33163657 PMCID: PMC7610271 DOI: 10.1016/j.heliyon.2020.e05357] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 09/21/2020] [Accepted: 10/23/2020] [Indexed: 12/14/2022] Open
Abstract
(-)-Epicatechin (EC) is a flavanol that has shown numerous biological effects such as: decrease risk of cardiovascular dysfunction, metabolism regulation, skeletal muscle (SkM) performance improvement and SkM cells differentiation induction, among others. The described EC acceptor/receptor molecules do not explain the EC's effect on SkM. We hypothesize that the pregnane X receptor (PXR) can fulfill those characteristics, based on structural similitude between EC and steroidal backbone and that PXR activation leads to similar effects as those induced by EC. In order to demonstrate our hypothesis, we: 1) analyzed the possible EC and mouse PXR interaction through in silico strategies, 2) developed an EC's affinity column to isolate PXR, 3) evaluated, in mouse myoblast (C2C12 cells) the inhibition of EC-induced PXR's nucleus translocation by ketoconazole, a specific blocker of PXR and 4) analyzed the effect of EC as an activator of mouse PXR, evaluating the expression modulation of cytochrome 3a11 (Cyp3a11) gen and myogenin protein. (-)-Epicatechin interacts and activates PXR, promoting this protein translocation to the nucleus, increasing the expression of Cyp3a11, and promoting C2C12 cell differentiation through increasing myogenin expression. These results can be the base of further studies to analyze the possible participation of PXR in the skeletal muscle effects shown by EC.
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Wong NK, Zhong S, Li W, Zhou F, Deng Z, Zhou Y. Selective profiling of steviol-catalyzing UDP-glycosyltransferases with a metabolically synthesized probe. Chem Commun (Camb) 2020; 56:12387-12390. [PMID: 32931537 DOI: 10.1039/d0cc04948d] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Selective profiling of steviol-catalyzing UDP-glycosyltransferases in plants was accomplished with a probe metabolically synthesized from two substrate-derived components comprising an alkynylated sugar receptor (steviol) module and a diazirine-modified sugar donor (UDP-glucose) module, thereby illustrating a facile approach for harnessing biosynthetic enzymes of natural glycosides in plants for synthetic biology.
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Affiliation(s)
- Nai-Kei Wong
- School of Biotechnology and Food Engineering, Changshu Institute of Technology, Changshu 215500, China.
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Papatzimas JW, Gorobets E, Maity R, Muniyat MI, MacCallum JL, Neri P, Bahlis NJ, Derksen DJ. From Inhibition to Degradation: Targeting the Antiapoptotic Protein Myeloid Cell Leukemia 1 (MCL1). J Med Chem 2019; 62:5522-5540. [DOI: 10.1021/acs.jmedchem.9b00455] [Citation(s) in RCA: 59] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Affiliation(s)
- James W. Papatzimas
- Arnie Charbonneau Cancer Institute, University of Calgary, 3280 Hospital Drive NW, T2N 4Z6 Calgary, Alberta, Canada
| | - Evgueni Gorobets
- Arnie Charbonneau Cancer Institute, University of Calgary, 3280 Hospital Drive NW, T2N 4Z6 Calgary, Alberta, Canada
| | - Ranjan Maity
- Arnie Charbonneau Cancer Institute, University of Calgary, 3280 Hospital Drive NW, T2N 4Z6 Calgary, Alberta, Canada
| | | | | | - Paola Neri
- Arnie Charbonneau Cancer Institute, University of Calgary, 3280 Hospital Drive NW, T2N 4Z6 Calgary, Alberta, Canada
| | - Nizar J. Bahlis
- Arnie Charbonneau Cancer Institute, University of Calgary, 3280 Hospital Drive NW, T2N 4Z6 Calgary, Alberta, Canada
| | - Darren J. Derksen
- Arnie Charbonneau Cancer Institute, University of Calgary, 3280 Hospital Drive NW, T2N 4Z6 Calgary, Alberta, Canada
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Cheynier V, Tomas-Barberan FA, Yoshida K. Polyphenols: From Plants to a Variety of Food and Nonfood Uses. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2015; 63:7589-94. [PMID: 26281949 DOI: 10.1021/acs.jafc.5b01173] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Polyphenols are major plant secondary metabolites, structurally extremely diverse, essential for a variety of functions in plants, responsible for major organoleptic and nutritional properties of plant-derived foods, and useful for numerous practical applications. During the 27th International Conference on Polyphenols and 8th Tannin Conference, held jointly in September 2014 in Nagoya, Japan (ICP2014), the latest advances in polyphenol research have been presented. These include advances in polyphenol chemistry, physicochemistry, and materials science; their biosynthesis, genetics, and metabolic engineering; and their role in plant interactions with the environment, in nutrition and health, and in natural medicine. This special issue presents a selection of research papers presented at the meeting, covering these different fields. Major recent progress and perspectives in these areas are also outlined in this introductory paper.
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Affiliation(s)
- Véronique Cheynier
- UMR1083 Sciences pour l'œnologie, INRA , 2 place Viala, 34060 Montpellier cedex, France
- Research group on Quality, Safety and Bioactivity of Plant Foods, CEBAS-CSIC , P.O. Box 164, Espinardo, Murcia 30100, Spain
- Graduate School of Information Science, Nagoya University , Chikusa, Nagoya 464-8601, Japan
| | - Francisco A Tomas-Barberan
- UMR1083 Sciences pour l'œnologie, INRA , 2 place Viala, 34060 Montpellier cedex, France
- Research group on Quality, Safety and Bioactivity of Plant Foods, CEBAS-CSIC , P.O. Box 164, Espinardo, Murcia 30100, Spain
- Graduate School of Information Science, Nagoya University , Chikusa, Nagoya 464-8601, Japan
| | - Kumi Yoshida
- UMR1083 Sciences pour l'œnologie, INRA , 2 place Viala, 34060 Montpellier cedex, France
- Research group on Quality, Safety and Bioactivity of Plant Foods, CEBAS-CSIC , P.O. Box 164, Espinardo, Murcia 30100, Spain
- Graduate School of Information Science, Nagoya University , Chikusa, Nagoya 464-8601, Japan
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