A Statistical Workflow to Evaluate the Modulation of Wine Metabolome and Its Contribution to the Sensory Attributes

A Statistical Workflow to Evaluate the Modulation of Wine Metabolome and Its Contribution to the Sensory Attributes

A data-processing and statistical analysis workflow was proposed to evaluate the metabolic changes and its contribution to the sensory characteristics of different wines. This workflow was applied to rosé wines from different fermentation strategies. The metabolome was acquired by means of two high-...

Full description

Bibliographic Details
Main Authors:	José Manuel Muñoz-Redondo, Belén Puertas, Gema Pereira-Caro, José Luis Ordóñez-Díaz, María José Ruiz-Moreno, Emma Cantos-Villar, José Manuel Moreno-Rojas
Format:	Article
Language:	English
Published:	MDPI AG 2021-05-01
Series:	Fermentation
Subjects:	data-integration untargeted multivariate analysis metabolomics chemometrics rosé wines
Online Access:	https://www.mdpi.com/2311-5637/7/2/72

Similar Items

Development of a Wine Metabolomics Approach for the Authenticity Assessment of Selected Greek Red Wines
by: Alexandros Tzachristas, et al.
Published: (2021-05-01)

Variable Selection in Untargeted Metabolomics and the Danger of Sparsity
by: Gerjen H. Tinnevelt, et al.
Published: (2020-11-01)

Impact of Different Stoppers on the Composition of Red and Rosé Lagrein, Schiava (Vernatsch) and Merlot Wines Stored in Bottle
by: Fabrizio Rossetti, et al.
Published: (2020-09-01)

FTIR and chemometric tools for the classification of Thai wines
by: Vannajan S. Lee
Published: (2009-11-01)

An Extensive Metabolomics Workflow to Discover Cardiotoxin-Induced Molecular Perturbations in Microtissues
by: Tara J. Bowen, et al.
Published: (2021-09-01)

Untargeted Metabolomics to Go beyond the Canonical Effect of Acetylsalicylic Acid
by: Alessandro Di Minno, et al.
Published: (2019-12-01)

A Python-Based Pipeline for Preprocessing LC–MS Data for Untargeted Metabolomics Workflows
by: Gabriel Riquelme, et al.
Published: (2020-10-01)

Comparison of Three Untargeted Data Processing Workflows for Evaluating LC-HRMS Metabolomics Data
by: Selina Hemmer, et al.
Published: (2020-09-01)

Metabolic Alterations in Preneoplastic Development Revealed by Untargeted Metabolomic Analysis
by: Henna Myllymäki, et al.
Published: (2021-08-01)

Metabolome-based clustering after moderate wine consumption
by: Adelaida Esteban-Fernández, et al.
Published: (2020-07-01)

A Workflow for Missing Values Imputation of Untargeted Metabolomics Data
by: Tariq Faquih, et al.
Published: (2020-11-01)

Discovery of Urinary Biomarkers of Seaweed Intake Using Untargeted LC–MS Metabolomics in a Three-Way Cross-Over Human Study
by: Muyao Xi, et al.
Published: (2021-12-01)

Untargeted Metabolomics Reveals Major Differences in the Plasma Metabolome between Colorectal Cancer and Colorectal Adenomas
by: Tanja Gumpenberger, et al.
Published: (2021-02-01)

Untargeted Urinary Metabolomics and Children’s Exposure to Secondhand Smoke: The Influence of Individual Differences
by: Huiwei Zhu, et al.
Published: (2021-01-01)

Untargeted Metabolomics: Biochemical Perturbations in Golestan Cohort Study Opium Users Inform Intervention Strategies
by: Yuan-Yuan Li, et al.
Published: (2020-12-01)

NMR Metabolomics Applied on the Discrimination of Variables Influencing Tomato (<i>Solanum lycopersicum</i>)
by: Ana Cristina Abreu, et al.
Published: (2020-08-01)

METABOLÔMICA: DEFINIÇÕES, ESTADO-DA-ARTE E APLICAÇÕES REPRESENTATIVAS
by: Gisele A. B. Canuto, et al.

Exploratory Metabolomic Analysis Based on Reversed-Phase Liquid Chromatography–Mass Spectrometry to Study an In Vitro Model of Hypoxia-Induced Metabolic Alterations in HK-2 Cells
by: Samuel Bernardo-Bermejo, et al.
Published: (2021-07-01)

Metabolomic biomarkers of polycystic ovary syndrome related-obesity: a review of the literature
by: Vonica Camelia Larisa, et al.
Published: (2020-07-01)

DEVELOPMENT AND APPLICATIONS OF HPLC-MS/MS BASED METABOLOMICS
by: Zhong, Fanyi
Published: (2018)

NMR-Based Metabolic Profiling of Edible Olives—Determination of Quality Parameters
by: Stavros Beteinakis, et al.
Published: (2020-07-01)

Molecular Characterization of White Wines Antioxidant Metabolome by Ultra High Performance Liquid Chromatography High-Resolution Mass Spectrometry
by: Remy Romanet, et al.
Published: (2020-01-01)

Effects of In-Amphorae Winemaking on the Chemical and Sensory Profile of Chardonnay Wine
by: Rossetti F., et al.
Published: (2017-03-01)

Untargeted metabolomic analysis of urine samples in the diagnosis of some inherited metabolic disorders
by: Hana Janeckova, et al.
Published: (2015-12-01)

Metabolome Analysis Identified Okaramines in the Soybean Rhizosphere as a Legacy of Hairy Vetch
by: Nozomu Sakurai, et al.
Published: (2020-02-01)

Metabolomic Profiling and Antioxidant Activity of Fruits Representing Diverse Apple and Pear Cultivars
by: Mauro Commisso, et al.
Published: (2021-04-01)

High precision mass measurements for wine metabolomics
by: Chloé eRoullier-Gall, et al.
Published: (2014-11-01)

Treatment with PCSK9 Inhibitors in Patients with Familial Hypercholesterolemia Lowers Plasma Levels of Platelet-Activating Factor and Its Precursors: A Combined Metabolomic and Lipidomic Approach
by: Alessandro Di Minno, et al.
Published: (2021-08-01)

Untargeted serum metabolomics and tryptophan metabolism profiling in type 2 diabetic patients with diabetic glomerulopathy
by: Fanliang Zhang, et al.
Published: (2021-01-01)

Comparison of Metabolomic Profiles of Organs in Mice of Different Strains Based on SPME-LC-HRMS
by: Katarzyna Burlikowska, et al.
Published: (2020-06-01)

Body mass, mercury exposure, biochemistry and untargeted metabolomics of incubating common eiders (Somateria mollissima) in three Baltic colonies
by: Nyuk Ling Ma, et al.
Published: (2020-09-01)

Untargeted HILIC-MS-Based Metabolomics Approach to Evaluate Coffee Roasting Process: Contributing to an Integrated Metabolomics Multiplatform
by: Raquel Pérez-Míguez, et al.
Published: (2020-02-01)

Untargeted metabolomics profiles delineate metabolic alterations in mouse plasma during lung carcinoma development using UPLC-QTOF/MS in MSE mode
by: Huan Wu, et al.
Published: (2018-01-01)

Metabolomics Insights of the Immunomodulatory Activities of Phlorizin and Phloretin on Human THP-1 Macrophages
by: Noelia Cambeiro-Pérez, et al.
Published: (2021-02-01)

Metabolite Profiles of the Cerebrospinal Fluid in Neurosyphilis Patients Determined by Untargeted Metabolomics Analysis
by: Li-Li Liu, et al.
Published: (2019-02-01)

Application of an E-Tongue to the Analysis of Monovarietal and Blends of White Wines
by: Carme Domingo, et al.
Published: (2011-05-01)

Methanol Generates Numerous Artifacts during Sample Extraction and Storage of Extracts in Metabolomics Research
by: Claudia Sauerschnig, et al.
Published: (2017-12-01)

Detection and Comparison of Bioactive Compounds in Different Extracts of Two Hazelnut Skin Varieties, Tonda Gentile Romana and Tonda Di Giffoni, Using a Metabolomics Approach
by: Veronica Lelli, et al.
Published: (2021-05-01)

Mechanism of Chronic Kidney Disease Progression and Novel Biomarkers: A Metabolomic Analysis of Experimental Glomerulonephritis
by: Kyoung Hee Han, et al.
Published: (2020-04-01)

Untargeted Global Metabolomic Analysis Reveals the Mechanism of Tripropylamine-Enhanced Lycopene Accumulation in Blakeslea trispora
by: Yanlong Wang, et al.
Published: (2021-06-01)