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Wine metabolome and sensory analyses demonstrate the oenological potential of novel grapevine genotypes for sustainable viticulture in warm climates.

Héctor Alonzo Gómez GómezGuilherme Francio NiederauerIgor Otavio MinatelElisa Ribeiro Miranda AntunesMara Junqueira CarneiroAlexandra Christine Helena Frankland SawayaMauro Celso ZanusPatrícia Silva RitschelVera QueciniGiuseppina Pace Pereira LimaMarcia Ortiz Mayo Marques
Published in: Journal of the science of food and agriculture (2024)
Taken together, the results demonstrate the potential of novel grapevine genotypes to a more sustainable viticulture and quality wine production in warm climates. Comprehensive metabolite profiling of the wines reveals that genotype clustering is dependent on the chemical class and that traits not submitted to selective pressure are also altered by breeding. Supervised multivariate models were effective to predict the genetic origin of the wines based on the metabolic profile, indicating the potential of the technique to identify biomarkers for wines from sustainable genotypes. © 2024 Society of Chemical Industry.
Keyphrases
  • copy number
  • genome wide
  • human health
  • machine learning
  • single cell
  • gene expression
  • risk assessment
  • climate change
  • rna seq