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…

The use of cation exchange resins for wine acidity adjustment: Optimization of the process and the effects on tartrate formation and oxidative stability

Acidity adjustments are key to microbial control, sensory quality and wine longevity. Acidification with cation exchange resins -in acid cycle- offers the possibility to reduce the pH by exchanging wine cations, such as potassium (K+), for hydrogen ions (H+). During the exchange process, the removal of potassium and calcium ions contributes to limiting the formation of tartrate salts, thus offering an alternative solution to conventional methods for tartrate stability. Moreover, the reduction of wine pH and the removal of metals catalyzers (e.g. iron) could positively impact the wine’s oxidative stability. Therefore, the aims of this work were (a) to optimize the ion exchange process by testing different volumes and concentrations of sulfuric acid (H2SO4) during the acid cycle, (b) evaluate the effects of the ion exchange process on the formation of tartrate salts, and (c) analyze the oxidative stability of the treated wines.

Chemical markers in wine related to low levels of yeast available nitrogen in the grape

Nitrogen is an important nutrient of yeast and its low content in grape must is a major cause for sluggish fermentations. To prevent problems during fermentation, a supplementation of the must with ammonium salts or more complex nitrogen mixtures is practiced in the cellar. However this correction seems to improve only partially the quality of wine [1]. In fact, yeast is using nitrogen in many of its metabolic pathways and depending of the sort of the nitrogen source (ammonium or amino acids) it produces different flavor active compounds. A limitation in amino acids can lead to a change in the metabolic pathways of yeast and consequently alter wine quality.

A preliminary study of clonal selection in cv. Viura in relation to varietal aroma profile

Viura is a synonym for Macabeo and currently it is the most widely planted white grape variety in D.O.Ca. Rioja, with 3,569 ha, representing 84% of the white grape cultivated area. It is a generous-yielding grape, presenting low values of titratable acidity and with large and compact clusters which makes it susceptible to Botrytis cinerea. Thus, this variety not always satisfies the wine grower’s prospects. Nowadays, the available plant material is scarce, moreover, it was selected on the basis of other quality criteria, not currently requested.

Determination of metallic elements in Chilean wines by atomic absorption spectroscopy and inductively coupled plasma–mass spectrometry

The chemical composition of wines depends on series of variables such as the type of grape, edaphoclimatic conditions, and viticulture and winemaking practices employed during production. Metallic elements play a significant role during winemaking (e.g. as catalysts of oxidation reactions) and have been previously employed for the classification of wines according to provenance. In this work, we focused on the analysis of metallic elements (K, Na, Ca, Zn, Cu, Fe, Mg, Mn, Ni, Cr, Al, Pb, Cd, Hg, Se, Co, Sn and As) in 145 Chilean wine samples (102 reds and 43 white wines), of seven grape varieties, and five of the major wine producing regions in Chile.

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.