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Research Article

Associations among Wine Grape Microbiome, Metabolome, and Fermentation Behavior Suggest Microbial Contribution to Regional Wine Characteristics

Nicholas A. Bokulich, Thomas S. Collins, Chad Masarweh, Greg Allen, Hildegarde Heymann, Susan E. Ebeler, David A. Mills
Steven E. Lindow, Editor
Nicholas A. Bokulich
aDepartment of Food Science and Technology, University of California, Davis, California, USA
bDepartment of Viticulture and Enology, University of California, Davis, California, USA
cFoods for Health Institute, University of California, Davis, California, USA
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Thomas S. Collins
bDepartment of Viticulture and Enology, University of California, Davis, California, USA
dFood Safety and Measurement Facility, University of California, Davis, California, USA
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Chad Masarweh
aDepartment of Food Science and Technology, University of California, Davis, California, USA
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Greg Allen
eFar Niente and Nickel & Nickel Wineries, Oakville, California, USA
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Hildegarde Heymann
bDepartment of Viticulture and Enology, University of California, Davis, California, USA
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Susan E. Ebeler
bDepartment of Viticulture and Enology, University of California, Davis, California, USA
dFood Safety and Measurement Facility, University of California, Davis, California, USA
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David A. Mills
aDepartment of Food Science and Technology, University of California, Davis, California, USA
bDepartment of Viticulture and Enology, University of California, Davis, California, USA
cFoods for Health Institute, University of California, Davis, California, USA
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Steven E. Lindow
University of California, Berkeley
Roles: Editor
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DOI: 10.1128/mBio.00631-16
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ABSTRACT

Regionally distinct wine characteristics (terroir) are an important aspect of wine production and consumer appreciation. Microbial activity is an integral part of wine production, and grape and wine microbiota present regionally defined patterns associated with vineyard and climatic conditions, but the degree to which these microbial patterns associate with the chemical composition of wine is unclear. Through a longitudinal survey of over 200 commercial wine fermentations, we demonstrate that both grape microbiota and wine metabolite profiles distinguish viticultural area designations and individual vineyards within Napa and Sonoma Counties, California. Associations among wine microbiota and fermentation characteristics suggest new links between microbiota, fermentation performance, and wine properties. The bacterial and fungal consortia of wine fermentations, composed from vineyard and winery sources, correlate with the chemical composition of the finished wines and predict metabolite abundances in finished wines using machine learning models. The use of postharvest microbiota as an early predictor of wine chemical composition is unprecedented and potentially poses a new paradigm for quality control of agricultural products. These findings add further evidence that microbial activity is associated with wine terroir.

IMPORTANCE Wine production is a multi-billion-dollar global industry for which microbial control and wine chemical composition are crucial aspects of quality. Terroir is an important feature of consumer appreciation and wine culture, but the many factors that contribute to terroir are nebulous. We show that grape and wine microbiota exhibit regional patterns that correlate with wine chemical composition, suggesting that the grape microbiome may influence terroir. In addition to enriching our understanding of how growing region and wine properties interact, this may provide further economic incentive for agricultural and enological practices that maintain regional microbial biodiversity.

  • Copyright © 2016 Bokulich et al.

This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license.

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Associations among Wine Grape Microbiome, Metabolome, and Fermentation Behavior Suggest Microbial Contribution to Regional Wine Characteristics
Nicholas A. Bokulich, Thomas S. Collins, Chad Masarweh, Greg Allen, Hildegarde Heymann, Susan E. Ebeler, David A. Mills
mBio Jun 2016, 7 (3) e00631-16; DOI: 10.1128/mBio.00631-16

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Associations among Wine Grape Microbiome, Metabolome, and Fermentation Behavior Suggest Microbial Contribution to Regional Wine Characteristics
Nicholas A. Bokulich, Thomas S. Collins, Chad Masarweh, Greg Allen, Hildegarde Heymann, Susan E. Ebeler, David A. Mills
mBio Jun 2016, 7 (3) e00631-16; DOI: 10.1128/mBio.00631-16
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