A Metabolomic Approach to the Study of Wine Micro-Oxygenation

被引:73
作者
Arapitsas, Panagiotis [1 ]
Scholz, Matthias [2 ]
Vrhovsek, Urska [1 ]
Di Blasi, Stefano [3 ]
Bartolini, Alessandra Biondi [3 ]
Masuero, Domenico [1 ]
Perenzoni, Daniele [1 ]
Rigo, Adelio [4 ]
Mattivi, Fulvio [1 ]
机构
[1] Fdn Edmund Mach, Dept Food Qual & Nutr, Res & Innovat Ctr, San Michele All Adige, Italy
[2] Fdn Edmund Mach, Res & Innovat Ctr, Dept Computat Biol, San Michele All Adige, Italy
[3] Consorzio Tuscania, Florence, Italy
[4] Univ Padua, Dept Biol Chem, Padua, Italy
关键词
INDEPENDENT COMPONENT ANALYSIS; FLIGHT MASS-SPECTROMETRY; SUPPORT VECTOR MACHINES; COLOR-RELATED PHENOLICS; OAK CHIP TREATMENTS; RED WINES; MALOLACTIC FERMENTATION; MULTIVARIATE-STATISTICS; VOLATILE COMPOSITION; VITIS-VINIFERA;
D O I
10.1371/journal.pone.0037783
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Wine micro-oxygenation is a globally used treatment and its effects were studied here by analysing by untargeted LC-MS the wine metabolomic fingerprint. Eight different procedural variations, marked by the addition of oxygen (four levels) and iron (two levels) were applied to Sangiovese wine, before and after malolactic fermentation. Data analysis using supervised and unsupervised multivariate methods highlighted some known candidate biomarkers, together with a number of metabolites which had never previously been considered as possible biomarkers for wine micro-oxygenation. Various pigments and tannins were identified among the known candidate biomarkers. Additional new information was obtained suggesting a correlation between oxygen doses and metal contents and changes in the concentration of primary metabolites such as arginine, proline, tryptophan and raffinose, and secondary metabolites such as succinic acid and xanthine. Based on these findings, new hypotheses regarding the formation and reactivity of wine pigment during micro-oxygenation have been proposed. This experiment highlights the feasibility of using unbiased, untargeted metabolomic fingerprinting to improve our understanding of wine chemistry.
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页数:11
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