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…

South Africa’s top 10 Sauvignon blanc wines. How do the chemical and sensory profiles compare?

FNB Top 10 Sauvignon Blanc competition, presented by the Sauvignon Blanc Interest Group of South Africa and sponsored by First National Bank, is the country’s foremost platform for producers of this cultivar to showcase and benchmark their wines. Wines entered in the competition originated from all over the winegrowing regions of the country and the winning wines showed good representation of quality South African Sauvignon blanc wines. The ten selected wines were subjected to various chemical analyses including volatile thiol and methoxypyrazine determination, while the sensory profile of each wine was determined using projective mapping.

Fining-Derived Allergens in Wine: from Detection to Quantification

Since 2012, EU Commission approved compulsory labeling of wines treated with allergenic additives or processing aids “if their presence can be detected in the final product” (EU Commission Implementing Regulation No. 579/2012 of 29 June 2012). The list of potential allergens to be indicated on wine labels comprises sulphur dioxide and milk- and egg- derived fining agents, including hen egg lysozyme, which is usually added in wines as preservative. In some non-EU countries, the list includes gluten, tree nuts and fish gelatins. With the exception of lysozyme, all these fining proteins were long thought to be totally removed by subsequent winemaking processings (e.g. bentonite addition).

Merging fast sensory profiling with non-targeted GC-MS analysis for multifactorial experimental wine making

Wine aroma is influenced by several viticultural and oenological factors. In this study we used experimental wine making in a full factorial design to determine the impact of grapevine age, must turbidity, and yeast strain on the aroma of Vitis vinifera L. cv. Riesling wines. A recently developed, non-targeted SPME-GC-MS fingerprinting approach for wine volatiles was used. This approach includes the segmentation and mathematical transformation of chromatograms in combination with Parallel Factor Analysis (PARAFAC) and subsequent deconvolution of important chromatogram segments.

Effects of bottle closure type on sensory characteristics of Chasselas wines

Several winemaking operations, such as filtration, pumping, and racking, are known to potentially facilitate the incorporation of atmospheric O2 into the wine. Control of grape must oxidation is one key aspect in the management of white wine aroma expression, color stability and shelf-life extension. On the one hand, controlled must oxidation may help to remove highly reactive phenolic compounds, which otherwise could contribute to premature oxidation. And on the other hand, in certain cases of extreme protection of the must from O2 (e.g. pressing under inert atmosphere), it can help to preserve varietal aromas and natural must antioxidants.

Maturation of Agiorgitiko (Vitis vinifera) red wine on its wine lees: Impact on its phenolic composition

Maturation of wine on lees (often referred as sur lie) is a common practice applied by many winemakers around the world. In the past this method was applied mainly on white and/or sparkling wine production but recently also to red wine production. In our experiment, we matured red wine on wine lees of two origins: a) Light wine lees, collected after the completion of the alcoholic fermentation, b) Heavy lees, collected after the completion of the malolactic fermentation. The lees were free of off-odors and were added in the red wine in percentage 3% and 8%, simulating common winemaking addition. The maturation lasted in total six months and samples were collected for analysis after one, three and six months. During storage the lees were stirred.