Tracing flavonoid degradation in grapes by MS filtering with stable isotopes

被引:21
作者
Chassy, Alexander W. [1 ]
Bueschl, Christoph [2 ]
Lee, Hyeyoung [3 ]
Lerno, Larry [1 ]
Oberholster, Anita [1 ]
Barile, Daniela [3 ]
Schuhmacher, Rainer [2 ]
Waterhouse, Andrew L. [1 ]
机构
[1] Univ Calif Davis, Dept Viticulture & Enol, Davis, CA 95616 USA
[2] Univ Nat Resources & Life Sci, Vienna BOKU, Ctr Analyt Chem, Dept Agrobiotechnol IFA Tulln, A-3430 Tulln, Austria
[3] Univ Calif Davis, Dept Food Sci & Technol, Davis, CA 95616 USA
关键词
Anthocyanin degradation; Metabolomics; Isotope tracer; Phenylpropanoid; VITIS-VINIFERA; MASS-SPECTROMETRY; ANTHOCYANINS; RESVERATROL; TEMPERATURE; EXPRESSION; PATHWAY; COLOR; BERRY;
D O I
10.1016/j.foodchem.2014.06.002
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
Anthocyanin degradation has been proposed as one of the primary causes for reduced colour and quality in red wine grapes grown in a warm climate. To study anthocyanin degradation we infused berries with L-phenyl-C-13(6)-alanine and then tracked the fate of the anthocyanins comparing normal (25 degrees C) and warm (45 degrees C) temperature conditions. An untargeted metabolomics approach was aided by filtering the MS data using software algorithms to extract all M and M+6 isotopic peak pairs, allowing the analysis to focus solely on the metabolites of phenylalanine. A paired-comparison t-test was performed over the 8 biological replicates revealing 13 metabolites that were statistically different between 25 degrees C and 45 degrees C treatments. Most of these features had lower abundances in 45 degrees C samples, confirming that 45 degrees C treatment caused anthocyanin degradation. In addition, resveratrol was significantly reduced following heat treatment. However, 5 metabolites increased following the 45 degrees C treatment. These unidentified metabolites are therefore suspects for anthocyanin degradation products. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:448 / 455
页数:8
相关论文
共 35 条
[1]   Metabolic networking in Brunfelsia calycina petals after flower opening [J].
Bar-Akiva, Ayelet ;
Ovadia, Rinat ;
Rogachev, Ilana ;
Bar-Or, Carmiya ;
Bar, Einat ;
Freiman, Zohar ;
Nissim-Levi, Ada ;
Gollop, Natan ;
Lewinsohn, Efraim ;
Aharoni, Asaph ;
Weiss, David ;
Koltai, Hinanit ;
Oren-Shamir, Michal .
JOURNAL OF EXPERIMENTAL BOTANY, 2010, 61 (05) :1393-1403
[2]   Understanding in vivo benzenoid metabolism in petunia petal tissue [J].
Boatright, J ;
Negre, F ;
Chen, XL ;
Kish, CM ;
Wood, B ;
Peel, G ;
Orlova, I ;
Gang, D ;
Rhodes, D ;
Dudareva, N .
PLANT PHYSIOLOGY, 2004, 135 (04) :1993-2011
[3]  
Bueschl C., 2013, Metabolomics
[4]   MetExtract: a new software tool for the automated comprehensive extraction of metabolite-derived LC/MS signals in metabolomics research [J].
Bueschl, Christoph ;
Kluger, Bernhard ;
Berthiller, Franz ;
Lirk, Gerald ;
Winkler, Stephan ;
Krska, Rudolf ;
Schuhmacher, Rainer .
BIOINFORMATICS, 2012, 28 (05) :736-738
[5]   Flavonol 3-O-Glycosides Series of Vitis vinifera Cv. Petit Verdot Red Wine Grapes [J].
Castillo-Munoz, Noelia ;
Gomez-Alonso, Sergio ;
Garcia-Romero, Esteban ;
Gomez, M. Victoria ;
Velders, Aldrik H. ;
Hermosin-Gutierrez, Isidro .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2009, 57 (01) :209-219
[6]   Rapid-resolution liquid chromatography/mass spectrometry for determination and quantitation of polyphenols in grape berries [J].
Cavaliere, Chiara ;
Foglia, Patrizia ;
Gubbiotti, Riccardo ;
Sacchetti, Paolo ;
Samperi, Roberto ;
Lagana, Aldo .
RAPID COMMUNICATIONS IN MASS SPECTROMETRY, 2008, 22 (20) :3089-3099
[7]   Isotopic labeling of red cabbage anthocyanins with atmospheric 13CO2 [J].
Charron, Craig S. ;
Britz, Steven J. ;
Mirecki, Roman M. ;
Harrison, Dawn J. ;
Clevidence, Beverly A. ;
Novotny, Janet A. .
JOURNAL OF THE AMERICAN SOCIETY FOR HORTICULTURAL SCIENCE, 2008, 133 (03) :351-359
[8]   Water Deficit Increases Stilbene Metabolism in Cabernet Sauvignon Berries [J].
Deluc, Laurent G. ;
Decendit, Alain ;
Papastamoulis, Yorgos ;
Merillon, Jean-Michel ;
Cushman, John C. ;
Cramer, Grant R. .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2011, 59 (01) :289-297
[9]   Improved peak detection in mass spectrum by incorporating continuous wavelet transform-based pattern matching [J].
Du, Pan ;
Kibbe, Warren A. ;
Lin, Simon M. .
BIOINFORMATICS, 2006, 22 (17) :2059-2065
[10]   Influence of climatic conditions on the phenolic composition of Vitis vinifera L. cv. Graciano [J].
Ferrer-Gallego, Raul ;
Miguel Hernandez-Hierro, Jose ;
Rivas-Gonzalo, Julian C. ;
Teresa Escribano-Bailon, M. .
ANALYTICA CHIMICA ACTA, 2012, 732 :73-77