What’s in a wine? – A spot check of the integrity of European wine sold in China based on anthocyanin composition, stable isotope and glycerol impurity analysis

References

• Acevedo De la Cruz A, Hilbert G, Rivière C, Mengin V, Ollat N, Bordenave L, Decroocq S, Delaunay J-C, Delrot S, Mérillon J-M, et al. 2012. Anthocyanin identification and composition of wild Vitis spp. accessions by using LC–MS and LC–NMR. Anal Chim Acta. 732:145–152. doi:10.1016/j.aca.2011.11.060.
   PubMed Web of Science ®Google Scholar
• Albert M, Andler J, Bah T, Barbry-Blot P, Barraud J-F, Baxter B, Beard J, Bintz J, Biro A, Bishop N, et al. 2010. Inkscape 0.48.4. https://inkscapeorg/.
   Google Scholar
• Anderson K, Harada K. 2018. How much wine is really produced and consumed in China, Hong Kong, and Japan? J Wine Econ. 13(2):199–220. doi:10.1017/jwe.2018.13.
   Web of Science ®Google Scholar
• Atkin T, Cholette S. 2017. Chapter 12, Rough seas ahead: quality concerns for China-bound wine shipments. In: Capitello R, Charters S, Menival D, editors. The wine value chain in China. Cambridge (MA): Chandos Publishing; p. 187–205.
   Google Scholar
• Bland JM, Altman DG. 1999. Measuring agreement in method comparison studies. Stat Methods Med Res. 8(2):135–160. doi:10.1177/096228029900800204.
   PubMed Web of Science ®Google Scholar
• Butzke C, Vogt E, Chacón-Rodríguez L. 2012. Effects of heat exposure on wine quality during transport and storage. J Wine Res. 23:15–25. doi:10.1080/09571264.2011.646254.
   Google Scholar
• Camillo AA. 2012. A strategic investigation of the determinants of wine consumption in China. Int J Wine Bus Res. 24(1):68–92. doi:10.1108/17511061211213792.
   Google Scholar
• Camin F, Dordevic N, Wehrens R, Neteler M, Delucchi L, Postma G, Buydens L. 2015. Climatic and geographical dependence of the H, C and O stable isotope ratios of Italian wine. Anal Chim Acta. 853:384–390. doi:10.1016/j.aca.2014.09.049.
   PubMed Web of Science ®Google Scholar
• Christoph N, Hermann A, Wachter H. 2015. 25 Years authentication of wine with stable isotope analysis in the European Union – review and outlook. BIO Web Conf. 5:02020. doi:10.1051/bioconf/20150502020.
   Google Scholar
• Christoph N, Rossmann A, Schlicht C, Voerkelius S. 2006. Wine authentication using stable isotope ratio analysis: Significance of geographic origin, climate, and viticultural parameters. Auth Food & Wine, Am Chem Soc. 952:166–179. doi:10.1021/bk-2007-0952.ch011.
   Google Scholar
• Christoph N, Rossmann A, Voerkelius S. 2003. Possibilities and limitations of wine authentication using stable isotope and meteorological data, data banks and statistical tests. Part 1: wines from Franconia and Lake Constance 1992 to 2001. Mitt Klosterneuburg. 53:23–40.
   Google Scholar
• Datta D. 2017. blandr: a Bland-Altman method comparison package for R. Zenodo. doi:10.5281/zenodo.824514.
   Google Scholar
• De Rosso M, Tonidandel L, Larcher R, Nicolini G, Ruggeri V, Dalla Vedova A, De Marchi F, Gardiman M, Flamini R. 2012. Study of anthocyanic profiles of twenty-one hybrid grape varieties by liquid chromatography and precursor-ion mass spectrometry. Anal Chim Acta. 732:120–129. doi:10.1016/j.aca.2011.10.045.
   PubMed Web of Science ®Google Scholar
• Durner D. 2016. Chapter 12, Improvement and stabilization of red wine color. In: Carle R, Schweiggert RM, editors. Handbook on natural pigments in food and beverages.  Duxford (UK): Woodhead Publishing; p. 239–264.
   Google Scholar
• Epova EN, Bérail S, Séby F, Barre JPG, Vacchina V, Médina B, Sarthou L, Donard OFX. 2020. Potential of lead elemental and isotopic signatures for authenticity and geographical origin of Bordeaux wines. Food Chem. 303:125277. doi:10.1016/j.foodchem.2019.125277.
   PubMed Web of Science ®Google Scholar
• Epova EN, Bérail S, Séby F, Vacchina V, Bareille G, Médina B, Sarthou L, Donard OFX. 2019. Strontium elemental and isotopic signatures of Bordeaux wines for authenticity and geographical origin assessment. Food Chem. 294:35–45. doi:10.1016/j.foodchem.2019.04.068.
   PubMed Web of Science ®Google Scholar
• European Commission (EC). 2020. EU and China sign landmark agreement protecting European Geographical Indications. IP/20/1602. Brussels (Belgium).
   Google Scholar
• Fan S, Zhong Q, Fauhl-Hassek C, Pfister MKH, Horn B, Huang Z. 2018a. Classification of Chinese wine varieties using 1H NMR spectroscopy combined with multivariate statistical analysis. Food Control. 88:113–122. doi:10.1016/j.foodcont.2017.11.002.
   Web of Science ®Google Scholar
• Fan S, Zhong Q, Gao H, Wang D, Li G, Huang Z. 2018b. Elemental profile and oxygen isotope ratio (δ18O) for verifying the geographical origin of Chinese wines. J Foo Drug Anal. 26(3):1033–1044. doi:10.1016/j.jfda.2017.12.009.
   PubMed Web of Science ®Google Scholar
• Fauhl C, Wittkowski R, Lofthouse J, Hird S, Brereton P, Versini G, Lees M, Guillou C. 2004. Gas chromatographic/mass spectrometric determination of 3-methoxy-1,2-propanediol and cyclic diglycerols, by-products of technical glycerol, in wine: interlaboratory study. J AOAC Int. 87(5):1179–1188.
   PubMed Web of Science ®Google Scholar
• Fernández-López J, Almela L, Muñoz JA, Hidalgo V, Carreño J. 1998. Dependence between colour and individual anthocyanin content in ripening grapes. Food Res Int. 31:667–672. doi:10.1016/S0963-9969(99)00043-5.
   Web of Science ®Google Scholar
• García-Beneytez E, Revilla E, Cabello F. 2002. Anthocyanin pattern of several red grape cultivars and wines made from them. Eur Food Res Technol. 215:32–37. doi:10.1007/s00217-002-0526-x.
   Web of Science ®Google Scholar
• Geana EI, Popescu R, Costinel D, Dinca OR, Stefanescu I, Ionete RE, Bala C. 2016. Verifying the red wines adulteration through isotopic and chromatographic investigations coupled with multivariate statistic interpretation of the data. Food Control. 62:1–9. doi:10.1016/j.foodcont.2015.10.003.
   Web of Science ®Google Scholar
• Holbach B, Marx R, Ackermann M. 1997. Bestimmung der Anthocyanzusammensetzung von Rotwein mittels Hochdruckflüssigkeitschromatographie (HPLC). Lebensmittelchemie. 51:78–80. German.
   Google Scholar
• Holmberg L. 2010. Wine fraud. Int J Wine Res. 2:105–113. doi:10.2147/IJWR.S14102.
   Google Scholar
• Jackson RS. 2014a. Chapter 6, chemical constituents of grapes and wine. In: Jackson RS, editor. Wine science. 4th ed. San Diego (CA): Academic Press; p. 347–426.
   Google Scholar
• Jackson RS. 2014b. Chapter 10, wine laws, authentication and geography. In: Jackson RS, editor. Wine science. 4th ed. San Diego (CA): Academic Press; p. 761–829.
   Google Scholar
• Jiang W, Xue J, Liu X, Wang D, Guo Y, Wang L. 2015. The application of SNIF‐NMR and IRMS combined with C, H and O isotopes for detecting the geographical origin of Chinese wines. Int J Food Sci Technol. 50(3):774–781. doi:10.1111/ijfs.12686.
   Web of Science ®Google Scholar
• Kim M, Yoon SH, Jung M, Choe E. 2010. Stability of meoru (Vitis coignetiea) anthocyanins under photochemically produced singlet oxygen by riboflavin. N Biotechnol. 27(4):435–439. doi:10.1016/j.nbt.2010.01.003.
   PubMed Web of Science ®Google Scholar
• Kontić JK, Jelušić IR, Tomaz I, Preiner D, Marković Z, Stupić D, Ž A, Maletić E. 2016. Polyphenolic composition of the berry skin of six fungus-resistant red grapevine varieties. Int J Food Prop. 19(8):1809–1824. doi:10.1080/10942912.2015.1107844.
   Web of Science ®Google Scholar
• Lampe U, Kreisel A, Burkhard A, Bebiolka H, Brzezina T, Dunkel K. 1997. Method for detection of added industrial glycerol in wine. Deutsche Lebensmittel-Rundschau. 93(4):103–110.
   Web of Science ®Google Scholar
• Lu MJ, Zhong WH, Liu YX, Miao HZ, Li YC, Ji MH. 2016. Sample size for assessing agreement between two methods of measurement by Bland-Altman method. Int J Biostat. 12(2). doi:10.1515/ijb-2015-0039.
   PubMedGoogle Scholar
• Mao Y, Yan L. 2014. Benefits analysis of the laboratories participation in proficiency testing programs. J Food Saf Qual. 5(9):2958–2961. Chinese.
   Google Scholar
• Martin GJ, Guillou C, Martin ML, Cabanis MT, Tep Y, Aerny J. 1988. Natural factors of isotope fractionation and the characterization of wines. J Agric Food Chem. 36(2):316–322. doi:10.1021/jf00080a019.
   Web of Science ®Google Scholar
• MedCalc Software Ltd. SciStat® version 2.8.42. Ostend (Belgium); [ accessed 2020 Dec 11]. https://www.scistat.com.
   Google Scholar
• Mikulic-Petkovsek M, Schmitzer V, Slatnar A, Todorovic B, Veberic R, Stampar F, Ivancic A. 2014. Investigation of anthocyanin profile of four elderberry species and interspecific hybrids. J Agric Food Chem. 62(24):5573–5580. doi:10.1021/jf5011947.
   PubMed Web of Science ®Google Scholar
• Muhammad A, Countryman AM. 2019. In Vino ‘No’ veritas: impacts of fraud on wine imports in China. Aust J Agric Resour Econ. 63:742–758. doi:10.1111/1467-8489.12333.
   Web of Science ®Google Scholar
• [OIV] Organisation Internationale de la vigne et du vin. 2020. Compendium of international methods of wine and must analysis: OIV-MA-INT-00-2020. Vol. 1 and 2. Paris (France): International organisation of vine and wine.
   Google Scholar
• Perini M, Camin F. 2013. δ18O of ethanol in wine and spirits for authentication purposes. 78(6):C839–C844. doi:10.1111/1750-3841.12143.
   Google Scholar
• Robinson WB, Weirs L, Bertino J, Mattick L. 1966. The relation of anthocyanin composition to color stability of New York State wines. Am J Enol Vitic. 17(3):178–184.
   Google Scholar
• Rossmann A, Reniero F, Moussa I, Schmidt H-L, Versini G, Merle M. 1999. Stable oxygen isotope content of water of EU data-bank wines from Italy, France and Germany. Zeitschrift für Lebensmitteluntersuchung und -Forschung. 208(5–6):400–407. doi:10.1007/s002170050437.
   Google Scholar
• Rossmann A, Schmidt H-L, Hermann A, Ristow R. 1998. Multielement stable isotope ratio analysis of glycerol to determine its origin in wine. Zeitschrift für Lebensmitteluntersuchung und -Forschung A. 207(3):237–243. doi:10.1007/s002170050325.
   Google Scholar
• RStudio Team. 2018. RStudio: integrated development for R. Version 1.2.1335. Boston (MA): RStudio, Inc.
   Google Scholar
• Saller W, De Stefani C. 1960. Holunderzusatz zu Traubenmost. Weinberg Keller. 7(2):45–49. German.
   Google Scholar
• Sarni P, Fulcrand H, Souillol V, Souquet J-M CV. 1995. Mechanisms of anthocyanin degradation in grape must-like model solutions. J Sci Food Agric. 69(3):385–391. doi:10.1002/jsfa.2740690317.
   Web of Science ®Google Scholar
• Sechrist R. 2017. Planet of the grapes: a geography of wine. Santa Barbara (CA): ABC-CLIO.
   Google Scholar
• Shen A. 2018. ‘Being affluent, one drinks wine’: wine counterfeiting in Mainland China. Int J Crime Justice Social Democracy. 7:16–32. doi:10.5204/ijcjsd.v7i4.1086.
   Web of Science ®Google Scholar
• Su Y, Gao J, Wen Z, Zhang J, Zhang A, Yuan C. 2020. Geographical origin classification of Chinese wines based on C, O stable isotopes and elemental profile. J Food Prot. doi:10.4315/JFP-19-499.
   PubMed Web of Science ®Google Scholar
• United Nations (UN). 2021. Trade statistics dataset. Online database; [accessed 2021 Mar 25]. https://comtrade.un.org/data.
   Google Scholar
• Veberic R, Slatnar A, Bizjak J, Stampar F, Mikulic-Petkovsek M. 2015. Anthocyanin composition of different wild and cultivated berry species. LWT - Food Sci Technol. 60:509–517. doi:10.1016/j.lwt.2014.08.033.
   Web of Science ®Google Scholar
• Wachter H, Christoph N, Seifert S. 2009. Verifying authenticity of wine by Mahalanobis distance and hypothesis testing of stable isotope pattern–a case study using the EU wine databank. Mitteilungen Klosterneuburg. 59:237–249.
   Web of Science ®Google Scholar
• Wu H, Tian L, Chen B, Jin B, Tian B, Xie L, Rogers KM, Lin G. 2019. Verification of imported red wine origin into China using multi isotope and elemental analyses. Food Chem. 301:125137. doi:10.1016/j.foodchem.2019.125137.
   PubMed Web of Science ®Google Scholar
• Wu S. 2015. Chinese customs rejected hundreds of ‘substandard’ imported wines in 2014. DecanterChina.com TI Media Ltd; [accessed 2020 Dec 11]. https://www.decanterchina.com/en/news/chinese-customs-rejected-hundreds-of-substandard-imported-wines-in–2014.
   Google Scholar
• Yokotsuka K, Singleton VL. 1997. Disappearance of anthocyanins as grape juice is prepared and oxidized with PPO and PPO substrates. Am J Enol Vitic. 48(1):13–25.
   Web of Science ®Google Scholar
• Zeng L, Szolnoki G. 2017. Chapter 2, Some fundamental facts about the wine market in China. In: Capitello R, Charters S, Menival D, editors. The wine value chain in China. Cambridge (MA): Chandos Publishing; p. 15–36.
   Google Scholar
• Zhang J, Li L, Gao N, Wang D, Gao Q, Jiang S. 2010. Feature extraction and selection from volatile compounds for analytical classification of Chinese red wines from different varieties. Anal Chim Acta. 662(2):137–142. doi:10.1016/j.aca.2009.12.043.
   PubMed Web of Science ®Google Scholar
• Zhao Q, Duan C-Q, Wang J. 2010. Anthocyanins profile of grape berries of Vitis amurensis, its hybrids and their wines. Int J Mol Sci. 11(5):2212–2228. doi:10.3390/ijms11052212.
   PubMed Web of Science ®Google Scholar