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The Terroir Concept Interpreted through Grape Berry Metabolomics and Transcriptomics
- Publication Year :
- 2016
-
Abstract
- Terroir refers to the combination of environmental factors that affect the characteristics of crops such as grapevine (Vitis vinifera) according to particular habitats and management practices. This article shows how certain terroir signatures can be detected in the berry metabolome and transcriptome of the grapevine cultivar Corvina using multivariate statistical analysis. The method first requires an appropriate sampling plan. In this case study, a specific clone of the Corvina cultivar was selected to minimize genetic differences, and samples were collected from seven vineyards representing three different macro-zones during three different growing seasons. An untargeted LC-MS metabolomics approach is recommended due to its high sensitivity, accompanied by efficient data processing using MZmine software and a metabolite identification strategy based on fragmentation tree analysis. Comprehensive transcriptome analysis can be achieved using microarrays containing probes covering ~99% of all predicted grapevine genes, allowing the simultaneous analysis of all differentially expressed genes in the context of different terroirs. Finally, multivariate data analysis based on projection methods can be used to overcome the strong vintage-specific effect, allowing the metabolomics and transcriptomics data to be integrated and analyzed in detail to identify informative correlations.
- Subjects :
- 0106 biological sciences
0301 basic medicine
Multivariate analysis
General Chemical Engineering
metabolomics
transcriptomics
microarray
terroir
grapevine
Context (language use)
Computational biology
Environment
Biology
Bioinformatics
01 natural sciences
General Biochemistry, Genetics and Molecular Biology
Transcriptome
03 medical and health sciences
Metabolomics
Genetics
Metabolome
Vitis
Terroir
General Immunology and Microbiology
Gene Expression Profiling
General Neuroscience
fungi
food and beverages
Agriculture
030104 developmental biology
Fruit
Identification (biology)
DNA microarray
010606 plant biology & botany
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....73bcadfb335d68ad9e39e5befd3c89c3