Macrowine 2021
IVES 9 IVES Conference Series 9 Multivariate strategies for red wines classification using stilbenes and flavonols content

Multivariate strategies for red wines classification using stilbenes and flavonols content

Abstract

Bioactive polyphenols from grapes and wines, like stilbenes and flavonols (SaF), are often determined to nutritional evaluation, but also for many other purposes. The objective of this study was to quantify SaF in red wines from “Campanha Gaúcha”, a large and young viticultural region from South Brazil. Moreover, through statistical analysis, evaluate the influence of these compounds according to varieties, production process, harvest years and micro-regions of cultivation. A total of 58 samples of red wines were analyzed by high-performance liquid chromatography coupled to diode array detector (HPLC-DAD) for determination of trans-resveratrol (R), quercetin (Q), myricetin (M), kaempferol (K), trans-e-viniferin (V) and their precursor, cinnamic acid (C). During such method validation, the selectivity was confirmed by a high resolution mass spectrometer (QTOF). For statistical analysis, four different data sets were used: wine varieties (34 samples), process influence (58 samples), harvest years (54 samples) and micro-regions (58 samples). The analysis of variance (ANOVA), principal component analysis (PCA) and partial least square discriminant analysis (PLS-DA) were used. The Kennard-Stone algorithm was used to separate the samples into training and test sets. The leave-one-out cross validation method was used to choose the number of latent variables (LVs) in PLS-DA. The limits of detection (LOD) and quantification (LOQ) of (R), (Q), (M), (K), (V) and (C) were, respectively, 0.33 and 1.01, 0.30 and 0.90, 0.23 and 0.69, 0.27 and 0.81, 0.23 and 0.70, 0.02 and 0.05 µg mL-1. The concentration of (C) was below the LOQ in all samples, since it is consumed to synthesize the studied SaF. According to ANOVA, the SaF concentrations changed significantly due to the influence of the studied parameters. However, no patterns were observed in the scores of the first three principal components (PCs) of the PCA for harvest year and micro-regions data set. A tendency of separation was observed in the PCA scores for different varieties and processing data set. Through PLS-DA, it was possible to satisfactorily predict the wine variety and the processing through the concentration of SaF in terms of sensitivity and specificity. These figures of merit were between 67-100% for both data sets. These results indicate that the concentration of secondary metabolites trans-resveratrol, quercetin, myricetin, kaempferol and trans-e-viniferin, determined by HPLC-DAD, have the potential to measure the variation of red wines between micro-regions from “Campanha Gaúcha”. Consequently, it may be part of an efficient strategy to elaborate different styles of wines adapted to a whole region.

Publication date: May 17, 2024

Issue: Macrowine 2016

Type: Poster

Authors

Letícia Silva*, Ana Bergold, Celito Crivellaro Guerra, Marcelo Marcelo, Marco Ferrão

*Embrapa and UFRGS

Contact the author

Tags

IVES Conference Series | Macrowine | Macrowine 2016

Citation

Related articles…

Use of glutathione under different grape processing and winemaking conditions and its impact on the formation of sulfide off-flavors, colour, and sensory characteristics of Riesling, Sauvignon blanc, and Chardonnay

The use of glutathione (GSH) in winemaking has been legitimated recently, according to OIV resolutions OENO 445-2015 and OENO 446-2015 a maximum dose of 20 mg/L is now allowed to use in must and wine. Several studies have proven the benefits of GSH, predominantly in Sauvignon blanc. Thus, oxidative coloration of must and wine is limited, aroma compounds such as volatile thiols are preserved, and the development of ageing flavors such as sotolon and 2-aminoacetophenone is impeded. The protective effect may be explained by the high affinity of GSH to bind o-quinones which are formed during phenolic oxidation and which are known to initiate browning and other oxidative changes. Some researchers have proposed the hydroxycinnamic acid to GSH ratio (HGR) as an indicator of oxidation susceptibility of must and could show that lower ratios yielded lighter musts.

Effect of intra‐vineyard ripeness variation on the efficiency of commercial enzymes on berry cell wall deconstruction under winemaking conditions

Intra-vineyard variation grape berry ripening occurs within bunches, between bunches on the same vine and between vines. Although it is assumed that such variation also occurs at the grape berry cell wall level, no study to data has investigated in any depth. Here we have used a intra-vineyard panel design to investigate pooled bunches from six vines (per panel) in the context of a winemaking scenario. The dissected vineyard was harvested by separate panels, where each panel was then subjected to a standard winemaking procedure with or without the addition of three different enzyme preparations for maceration.

New acylated flavonols identified in the grape skin of Vitis vinifera cv. Tannat and their wines

Flavonols are a class of flavonoid compounds derived from plant secondary metabolism. There they play different roles like antioxidants, internal regulators and UV screenings. In red wines, flavonols have increasingly received consideration by part of scientific and winemakers according their properties began to arise known. Among these stand out wine colour stabilization and their value as bioactive compounds. In this work the complete series of the acetylated and p-coumaroylated derivatives of the 3-O-glycosides of methoxylated flavonols, namely isorhamnetin, laricitrin and syringetin, have been identified in grapes and their respective wines from Vitis vinifera cv. Tannat.

A combination of biotechnology tools and coopers elements for an alternative the addition of SO2 at the end of the malolactic fermentation in red wines or at the “mutage” for the “liquoreux” wines

In red wines the post-MLF SO2 addition is an essential event. It is also the case for the “mutage” during the elaboration of the “liquoreux”. At these moments SO2 plays an antimicrobial action and an antioxidant effect. But at current pH of wines, ensuring a powerful molecular SO2 has become very difficult. Recent work on Brettanomyces strains have also shown that some strains are resistant up to 1.2 mg / L of molecular SO2. It’s also the case of the some Saccharomuces or Zygosaccharomyces strains suitable to re-ferment “liquoreux” wines after the “mutage”.

Novel contribution to the study of mouth-feel properties in wines

In general, there is a well-established lexicon related to wine aroma and taste properties; however mouth-feel-related vocabulary usually includes heterogeneous, multimodal and personalized terms. Gawel et al.
(2000) published a wheel related to mouthfeel properties of red wine. However, its use in scientific publications has been limited. The authors accepted that the approach had certain limitations as it included redundant and terms with hedonic tone and some others were absent. It is of high interest to generate a mouth-feel lexicon and finding the chemical compound or group of compounds responsible for such properties in red wine. In the present work a chemical fractionation method has been developed.