Studies on the Enhancement of Sparkling Wine and Chocolate Pairing through Compositional Profile Analysis
Abstract
:1. Introduction
2. Materials and Methods
2.1. Samples Acquisition
2.2. Physicochemical Characterisation of Sparkling Wine Samples
2.3. Sensory Analysis
2.4. Statistical Analysis
3. Results and Discussion
3.1. Physicochemical and Sensory Characterisation of Sparkling Wines
3.2. Characterisation of Chocolate Samples
3.3. Association Degree between Sparkling Wine and Chocolate
4. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Code | Sparkling Wine Samples | Reductive Sugars g/L | Alcoholic Strength % vol. | Total Acidity g/L Tartaric Acid | Malic Acid g/L | Lactic Acid g/L | Volatile Acidity g/L Acetic Acid | Density | pH |
---|---|---|---|---|---|---|---|---|---|
P1 | Chardonnay–Brut nature | 0.6 ± 0.02 | 12.3 ± 0.00 | 3.6 ± 0.00 | 1.0 ± 0.01 | 0.9 ± 0.01 | 0.28 ± 0.01 | 0.9898 ± 0.01 | 3.23 ± 0.02 |
P2 | Frâncușă–Brut | 9.3 ± 0.01 | 11.4 ± 0.01 | 4.1 ± 0.00 | 2.0 ± 0.00 | 0.0 ± 0.00 | 0.26 ± 0.01 | 0.9941 ± 0.02 | 3.01 ± 0.01 |
P3 | Chardonnay–Brut | 5.8 ± 0.03 | 12.9 ± 0.00 | 3.8 ± 0.00 | 1.1 ± 0.00 | 1.1 ± 0.01 | 0.26 ± 0.00 | 0.9919 ± 0.00 | 3.22 ± 0.01 |
P4 | Grasă de Cotnari–Brut | 10.6 ± 0.01 | 12.1 ± 0.01 | 4.5 ± 0.01 | 3.5 ± 0.02 | 0.0 ± 0.00 | 0.31 ± 0.00 | 0.9952 ± 0.01 | 3.27 ± 0.00 |
P5 | Tămâioasă românească–Brut | 8.8 ± 0.00 | 10.9 ± 0.00 | 4.0 ± 0.01 | 2.0 ± 0.02 | 0.1 ± 0.00 | 0.37 ± 0.01 | 0.9944 ± 0.00 | 3.21 ± 0.01 |
P6 | Chardonnay–Dry | 19.7 ± 0.00 | 11.2 ± 0.00 | 3.6 ± 0.00 | 1.1 ± 0.00 | 0.9 ± 0.01 | 0.24 ± 0.01 | 0.9987 ± 0.00 | 3.26 ± 0.00 |
P7 | Chardonnay–Demidry | 32.2 ± 0.02 | 11.8 ± 0.00 | 3.8 ± 0.00 | 1.3 ± 0.00 | 0.7 ± 0.00 | 0.25 ± 0.01 | 1.0034 ± 0.00 | 3.30 ± 0.01 |
P8 | Grasă de Cotnari–Demi dry | 31.6 ± 0.02 | 11.7 ± 0.00 | 4.8 ± 0.00 | 4.0 ± 0.00 | 0.0 ± 0.00 | 0.33 ± 0.01 | 1.0047 ± 0.01 | 3.30 ± 0.01 |
P9 | Chardonnay–Sweet | 51.4 ± 0.00 | 11.0 ± 0.01 | 3.5 ± 0.00 | 1.2 ± 0.01 | 0.5 ± 0.00 | 0.20 ± 0.01 | 1.0116 ± 0.00 | 3.37 ± 0.00 |
P10 | Tămâioasă românească- Sweet | 46.9 ± 0.01 | 10.4 ± 0.01 | 3.7 ± 0.00 | 1.2 ± 0.00 | 0.2 ± 0.01 | 0.28 ± 0.00 | 1.0107 ± 0.00 | 3.17 ± 0.01 |
P11 | Fetească neagră–Brut | 9.0 ± 0.01 | 11.0 ± 0.00 | 4.0 ± 0.01 | 2.8 ± 0.00 | 0.0 ± 0.00 | 0.3 ± 0.00 | 0.9944 ± 0.00 | 3.17 ± 0.00 |
P12 | Busuioacă de Bohotin–Dry | 15.0 ± 0.00 | 11.6 ± 0.01 | 4.2 ± 0.01 | 2.4 ± 0.01 | 0.0 ± 0.00 | 0.28 ± 0.01 | 0.9963 ± 0.00 | 3.10 ± 0.01 |
P13 | Fetească neagră–Demi dry | 30.3 ± 0.02 | 11.6 ± 0.00 | 4.3 ± 0.00 | 3.9 ± 0.01 | 0.0 ± 0.00 | 0.37 ± 0.01 | 1.0041 ± 0.01 | 3.39 ± 0.01 |
P14 | Fetească neagră–Sweet | 48.2 ± 0.02 | 11.3 ± 0.01 | 4.2 ± 0.01 | 2.3 ± 0.00 | 0.0 ± 0.00 | 0.29 ± 0.01 | 1.0108 ± 0.01 | 3.12 ± 0.00 |
Sensory Descriptors | P1 | P2 | P3 | P4 | P5 | P6 | P7 | P8 | P9 | P10 | p-Value |
---|---|---|---|---|---|---|---|---|---|---|---|
Efervescence | 2.89 ± 1.54 a | 4.00 ± 0.87 b | 3.33 ± 1.32 ab | 2.78 ± 1.48 a | 3.78 ± 1.30 ab | 4.00 ± 0.71 b | 4.00 ± 0.71 b | 3.67 ± 0.87 ab | 4.00 ± 0.71 b | 3.78 ± 1.09 ab | 0.1283 |
Perlage | 2.56 ± 1.59 a | 3.89 ± 1.05 bc | 3.56 ± 1.42 abc | 2.89 ± 1.76 ab | 3.89 ± 1.36 bc | 4.00 ± 1.50 bc | 4.22 ± 0.83 c | 3.56 ± 1.24 abc | 4.11 ± 0.93 bc | 3.78 ± 1.30 abc | 0.1755 |
Mineral | 1.89 ± 0.78 a | 2.00 ± 1.00 a | 1.67 ± 0.71 a | 1.33 ± 0.87 a | 1.78 ± 0.83 a | 2.00 ± 1.80 a | 1.78 ± 1.20 a | 1.22 ± 0.83 a | 1.89 ± 1.54 a | 1.33 ± 1.41 a | 0.8165 |
Green | 1.89 ± 1.27 a | 2.11 ± 1.27 a | 1.67 ± 1.00 a | 1.44 ± 0.88 a | 1.89 ± 1.05 a | 2.11 ± 1.69 a | 1.89 ± 0.93 a | 2.00 ± 1.00 a | 2.00 ± 1.12 a | 1.33 ± 1.12 a | 0.8799 |
Apples | 2.88 ± 1.13 a | 2.56 ± 1.33 a | 2.33 ± 1.00 a | 2.11 ± 0.93 a | 2.11 ± 1.17 a | 2.56 ± 1.13 a | 2.44 ± 0.73 a | 1.89 ± 1.05 a | 2.44 ± 0.73 a | 1.89 ± 1.36 a | 0.7032 |
Apricots | 1.44 ± 1.42 a | 1.56 ± 1.59 a | 1.33 ± 1.50 a | 1.11 ± 1.05 a | 1.44 ± 1.59 a | 2.33 ± 1.80 a | 2.22 ± 0.97 a | 1.22 ± 0.97 a | 1.89 ± 1.05 a | 2.00 ± 1.32 a | 0.5384 |
Honey | 1.56 ± 1.51 abc | 1.00 ± 1.12 ab | 1.00 ± 0.87 ab | 0.89 ± 0.78 a | 1.78 ± 1.72 abc | 1.89 ± 1.45 abc | 2.00 ± 1.22 abc | 1.44 ± 1.01 ab | 2.22 ± 1.64 bc | 2.78 ± 1.56 c | 0.0707 |
Melon | 0.89 ± 1.62 a | 0.78 ± 1.30 a | 0.89 ± 0.78 a | 0.89 ± 0.78 a | 1.00 ± 1.00 a | 1.67 ± 1.22 ab | 1.56 ± 1.51 ab | 1.22 ± 0.67 ab | 1.50 ± 1.31 ab | 2.22 ± 1.86 b | 0.2929 |
Elderflowers | 0.89 ± 1.05 a | 1.33 ± 1.22 ab | 1.00 ± 1.12 ab | 1.22 ± 1.09 ab | 1.33 ± 1.00 ab | 2.00 ± 1.32 b | 1.56 ± 1.13 ab | 1.44 ± 1.01 ab | 2.00 ± 1.12 b | 1.44 ± 1.13 ab | 0.4846 |
Citrus | 2.11 ± 1.27 a | 2.44 ± 1.33 a | 2.78 ± 0.67 a | 2.11 ± 1.17 a | 2.33 ± 1.32 a | 2.11 ± 1.17 a | 2.56 ± 1.01 a | 2.22 ± 0.97 a | 2.11 ± 0.60 a | 1.89 ± 1.45 a | 0.8786 |
Toast | 1.11 ± 0.78 a | 1.78 ± 1.39 a | 1.56 ± 1.51 a | 1.11 ± 0.78 a | 1.78 ± 1.20 a | 1.89 ± 1.17 a | 1.11 ± 0.78 a | 1.00 ± 1.12 a | 1.33 ± 1.58 a | 0.89 ± 0.78 a | 0.5198 |
Leaven | 1.33 ± 0.87 a | 1.78 ± 1.48 a | 1.67 ± 1.12 a | 1.11 ± 1.05 a | 1.89 ± 1.05 a | 1.67 ± 1.41 a | 1.11 ± 0.93 a | 1.11 ± 1.05 a | 1.56 ± 1.33 a | 1.11 ± 0.93 a | 0.7319 |
Green bananas | 1.67 ± 1.58 a | 1.11 ± 1.17 a | 1.33 ± 1.12 a | 1.22 ± 1.09 a | 1.11 ± 1.17 a | 1.11 ± 0.93 a | 1.44 ± 1.13 a | 0.89 ± 0.60 a | 0.67 ± 0.71 a | 0.78 ± 1.09 a | 0.7038 |
Green grass | 1.56 ± 1.51 b | 1.00 ± 1.00 ab | 1.22 ± 0.67 ab | 1.33 ± 0.87 ab | 1.33 ± 0.87 ab | 1.44 ± 1.59 ab | 1.33 ± 0.71 ab | 0.78 ± 0.83 a | 0.78 ± 0.83 a | 1.22 ± 1.39 ab | 0.6656 |
Aroma persistence | 2.56 ± 1.33 a | 2.89 ± 0.93 abc | 3.67 ± 0.71 bc | 2.78 ± 0.83 ab | 3.89 ± 1.05 c | 3.22 ± 1.48 abc | 3.11 ± 1.45 abc | 3.22 ± 0.83 abc | 3.11 ± 0.93 abc | 3.89 ± 0.60 c | 0.0451 * |
Acidity | 2.78 ± 0.83 ab | 3.22 ± 1.09 b | 2.89 ± 0.78 ab | 2.00 ± 1.12 a | 2.44 ± 0.73 ab | 2.11 ± 0.60 a | 2.00 ± 1.00 a | 2.44 ± 1.01 ab | 2.00 ± 1.00 a | 2.11 ± 1.36 a | 0.0823 |
Sweet | 1.33 ± 1.22 ab | 0.89 ± 0.78 a | 1.22 ± 1.39 a | 1.67 ± 1.66 ab | 2.00 ± 1.22 ab | 2.56 ± 1.33 bc | 3.67 ± 0.87 cd | 2.56 ± 1.33 bc | 3.44 ± 1.51 cd | 4.00 ± 1.66 d | 0.0000 * |
Bitter | 1.11 ± 0.33 a | 0.56 ± 0.73 a | 0.89 ± 1.27 a | 0.78 ± 1.09 a | 1.22 ± 0.97 a | 0.78 ± 0.97 a | 0.89 ± 0.78 a | 0.78 ± 1.09 a | 0.89 ± 1.27 a | 0.56 ± 0.73 a | 0.9145 |
Taste persistence | 2.44 ± 1.01 ab | 3.44 ± 0.73 c | 3.33 ± 1.00 bc | 2.11 ± 1.17 a | 2.89 ± 1.05 abc | 2.89 ± 0.93 abc | 3.22 ± 1.20 bc | 2.44 ± 1.24 ab | 3.33 ± 1.12 bc | 3.78 ± 0.83 c | 0.0226 * |
Astringency | 2.00 ± 1.00 bc | 1.33 ± 0.87 abc | 1.89 ± 0.78 bc | 1.22 ± 0.67 ab | 2.11 ± 0.93 c | 1.44 ± 1.24 abc | 0.89 ± 0.78 a | 0.89 ± 1.05 a | 1.22 ± 0.97 ab | 0.78 ± 0.97 a | 0.0202 * |
Unctuosity | 1.44 ± 0.53 a | 1.78 ± 0.83 ab | 2.00 ± 1.12 ab | 1.67 ± 0.87 ab | 2.11 ± 0.60 abc | 2.00 ± 1.22 ab | 2.44 ± 1.01 bcd | 1.89 ± 0.93 ab | 3.11 ± 1.05 d | 3.00 ± 1.12 cd | 0.0040 * |
Spirtuous | 2.22 ± 0.97 a | 1.44 ± 1.13 ab | 1.22 ± 1.20 a | 1.00 ± 0.87 a | 1.22 ± 1.09 a | 1.33 ± 0.71 ab | 0.78 ± 1.09 a | 0.67 ± 1.12 a | 0.89 ± 0.78 a | 1.11 ± 1.45 a | 0.1505 |
Body | 1.78 ± 0.67 a | 2.89 ± 0.93 b | 2.89 ± 1.17 b | 2.11 ± 1.17 ab | 3.00 ± 1.32 b | 2.67 ± 1.00 ab | 3.11 ± 0.78 b | 2.11 ± 1.54 ab | 2.67 ± 1.41 ab | 3.00 ± 1.41 b | 0.2083 |
Descriptors | P11 | P12 | P13 | P14 | p-Value |
---|---|---|---|---|---|
Efervescence | 3.78 ± 0.97 a | 4.00 ± 0.87 a | 3.89 ± 0.93 a | 4.00 ± 0.71 a | 0.9395 |
Perlage | 4.00 ± 0.71 a | 4.00 ± 0.71 a | 3.78 ± 1.09 a | 3.67 ± 1.58 a | 0.8866 |
Plums | 1.89 ± 1.36 a | 1.00 ± 1.00 a | 1.56 ± 1.01 a | 2.22 ± 1.64 a | 0.2372 |
Berries | 3.11 ± 0.93 a | 2.00 ± 1.22 a | 3.00 ± 1.32 a | 2.67 ± 1.32 a | 0.2242 |
Blueberries | 3.00 ± 1.66 b | 1.44 ± 1.01 a | 1.89 ± 1.36 ab | 2.44 ± 0.88 ab | 0.0725 |
Blackberries | 3.11 ± 1.45 b | 1.44 ± 1.01 a | 3.22 ± 1.39 b | 3.00 ± 1.58 b | 0.0315 * |
Fruity | 1.11 ± 1.69 a | 0.56 ± 0.88 a | 1.22 ± 1.72 a | 1.00 ± 1.73 a | 0.8103 |
Roses | 1.89 ± 1.96 a | 1.22 ± 1.48 a | 2.56 ± 1.94 a | 2.44 ± 1.81 a | 0.3944 |
Spicy | 1.56 ± 1.13 a | 0.78 ± 1.30 a | 1.00 ± 0.87 a | 0.78 ± 1.30 a | 0.4540 |
Leaven | 1.44 ± 1.13 a | 3.00 ± 1.73 b | 1.33 ± 1.00 a | 1.89 ± 0.60 ab | 0.0216 * |
Toast | 1.44 ± 1.42 a | 1.33 ± 1.58 a | 1.56 ± 1.13 a | 1.78 ± 0.67 a | 0.8905 |
Aroma persistence | 3.78 ± 0.83 b | 2.22 ± 1.20 a | 3.67 ± 1.41 b | 3.22 ± 1.39 ab | 0.0464 * |
Acidity | 2.89 ± 1.05 a | 2.33 ± 1.41 a | 3.00 ± 0.87 a | 2.22 ± 1.30 a | 0.4114 |
Sweet | 1.22 ± 1.20 a | 1.78 ± 0.44 a | 3.33 ± 1.73 b | 4.00 ± 1.66 b | 0.0003 * |
Bitter | 2.22 ± 1.39 b | 2.33 ± 1.58 b | 0.67 ± 0.50 a | 1.33 ± 1.41 ab | 0.0315* |
Taste persistence | 3.44 ± 1.01 a | 2.89 ± 1.05 a | 3.11 ± 1.36 a | 3.00 ± 1.32 a | 0.7818 |
Astringency | 2.89 ± 1.17 b | 3.11 ± 1.54 b | 1.22 ± 0.97 a | 2.44 ± 1.13 b | 0.0117 * |
Unctuosity | 1.56 ± 0.88 a | 1.78 ± 0.97 a | 2.22 ± 1.30 ab | 3.00 ± 1.22 b | 0.0462 |
Spirtuous | 1.44 ± 1.01 ab | 2.33 ± 1.50 b | 1.11 ± 0.93 a | 1.11 ± 1.27 a | 0.1215 |
Body | 3.33 ± 0.71 b | 2.22 ± 0.44 a | 2.89 ± 1.05 ab | 3.00 ± 1.12 ab | 0.0725 |
Code | Assortment | Ingredients | Nutritional Information (100 g) |
---|---|---|---|
C1 | White chocolate | Sugar, cocoa butter, whole milk powder, skimmed milk powder, milk fat, lecithin from soy | Fat: 38 g Carbohydrate: 53 g Protein: 6.1 g Salt: 0.2 g |
C2 | Ruby chocolate | Sugar, cocoa butter, whole milk powder, cocoa mass 40%, sunflower lecithin, citric acid, natural vanilla flavor | Fat: 36.1 g Carbohydrate: 53.1 g Protein: 6.2 g Salt: 0.21 g |
C3 | Milk chocolate, with 32% cocoa powder | Sugar, cocoa butter, skimmed milk powder, cocoa mass, clarified butter, lecithin from soy, vanilla extract | Fat: 37.9 g Carbohydrate: 50.4 g Protein: 7.3 g Salt: 0.25 g |
C4 | Dark chocolate, with 70% cocoa powder | Cocoa mass, sugar, cocoa butter, soy lecithin, vanilla extract | Fat: 41.5 g Carbohydrate: 33.8 g Protein: 8.4 g Salt: 0.03 g |
C5 | Dark chocolate, with 95% cocoa powder | Cocoa mass, cocoa with reduced content of fat, cocoa butter, sugar | Fat: 51.1 g Carbohydrate: 12.7 g Protein: 12.5 g Salt: 0.03 g |
Samples | C1 | C2 | C3 | C4 | C5 |
---|---|---|---|---|---|
P1 | 5.56 ± 1.88 ab | 6.56 ± 2.07 abc | 5.67 ± 1.73 ab | 4.67 ± 2.00 ab | 3.11 ± 2.26 abc |
P2 | 6.50 ± 1.31 ab | 7.25 ± 2.05 abc | 7.38 ± 1.19 cd | 3.50 ± 1.20 a | 2.13 ± 0.99 a |
P3 | 6.89 ± 2.03 ab | 6.44 ± 1.81 ab | 6.78 ± 1.86 bc | 3.56 ± 1.59 a | 2.56 ± 1.67 ab |
P4 | 7.11 ± 1.62 b | 5.67 ± 2.12 a | 5.44 ± 1.13 ab | 6.56 ± 0.53 c | 2.33 ± 1.58 a |
P5 | 7.00 ± 1.66 ab | 6.67 ± 1.80 abc | 6.11 ± 1.62 abc | 4.33 ± 2.00 a | 2.33 ± 1.50 a |
P6 | 6.22 ± 1.72 ab | 7.11 ± 1.05 abc | 6.22 ± 1.72 abc | 4.44 ± 1.94 a | 3.22 ± 1.86 abcd |
P7 | 7.22 ± 0.83 b | 7.56 ± 1.51 bc | 6.44 ± 1.51 abc | 6.22 ± 2.17 bc | 4.33 ± 2.50 bcde |
P8 | 6.22 ± 2.11 ab | 7.33 ± 1.94 abc | 6.78 ± 1.48 bc | 6.44 ± 2.46 c | 5.00 ± 2.56 de |
P9 | 6.67 ± 2.29 ab | 6.00 ± 1.73 ab | 6.22 ± 1.99 abc | 6.78 ± 2.91 cd | 5.44 ± 2.74 ef |
P10 | 6.89 ± 1.83 ab | 6.78 ± 1.79 abc | 8.73 ± 1.12 d | 6.56 ± 2.46 c | 5.11 ± 2.80 ef |
P11 | 5.33 ± 2.24 a | 6.33 ± 2.55 ab | 6.33 ± 2.18 abc | 7.89 ± 1.22 cd | 6.89 ± 1.01 fg |
P12 | 5.89 ± 1.27 ab | 6.89 ± 1.36 abc | 5.11 ± 1.45 a | 7.56 ± 1.13 cd | 4.89 ± 1.05 cde |
P13 | 6.11 ± 2.42 ab | 8.22 ± 1.30 c | 7.44 ± 1.74 cd | 7.00 ± 1.12 cd | 6.00 ± 2.00 ef |
P14 | 6.11 ± 1.62 ab | 7.11 ± 1.62 abc | 6.67 ± 1.50 bc | 8.33 ± 0.71 d | 8.11 ± 0.93 g |
p-value | 0.5382 | 0.3104 | 0.0063 * | 0.0000 * | 0.0000 * |
Title 1 | C1 | C2 | C3 | C4 | C5 | C1 |
---|---|---|---|---|---|---|
R2 | 0.096969 | 0.120563 | 0.221552 | 0.44393 | 0.490495 | R2 |
F | 0.916873 | 1.170543 | 2.43011 | 6.816559 | 8.21988 | F |
Pr > F | 0.538 | 0.310 | 0.006 | <0.0001 | <0.0001 | Pr > F |
Parameters | Values |
---|---|
Lambda | 0.228 |
F (Observed value) | 2.883 |
F (Critical value) | 1.332 |
DF1 | 65 |
DF2 | 509.606 |
p-value (Two-tailed) | <0.0001 |
alpha | 0.05 |
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Luchian, C.E.; Scutarașu, E.C.; Colibaba, L.C.; Grosaru, D.; Cotea, V.V. Studies on the Enhancement of Sparkling Wine and Chocolate Pairing through Compositional Profile Analysis. Foods 2023, 12, 3516. https://doi.org/10.3390/foods12183516
Luchian CE, Scutarașu EC, Colibaba LC, Grosaru D, Cotea VV. Studies on the Enhancement of Sparkling Wine and Chocolate Pairing through Compositional Profile Analysis. Foods. 2023; 12(18):3516. https://doi.org/10.3390/foods12183516
Chicago/Turabian StyleLuchian, Camelia Elena, Elena Cristina Scutarașu, Lucia Cintia Colibaba, Dragoș Grosaru, and Valeriu V. Cotea. 2023. "Studies on the Enhancement of Sparkling Wine and Chocolate Pairing through Compositional Profile Analysis" Foods 12, no. 18: 3516. https://doi.org/10.3390/foods12183516
APA StyleLuchian, C. E., Scutarașu, E. C., Colibaba, L. C., Grosaru, D., & Cotea, V. V. (2023). Studies on the Enhancement of Sparkling Wine and Chocolate Pairing through Compositional Profile Analysis. Foods, 12(18), 3516. https://doi.org/10.3390/foods12183516