| Literature DB >> 32718060 |
Antonio Amores-Arrocha1, Pau Sancho-Galán1, Ana Jiménez-Cantizano1, Víctor Palacios1.
Abstract
One of the main aspects that define wine quality is its aromatic profile. Nutritional deficiencies in musts can lead to olfactory defects and a decline in quality. Commercial activators and nutrients are usually added to the must in these cases. The natural composition of bee pollen can provide all the necessary nutrients for yeasts. This investigation aims to analyze the impact of pollen addition on the profile of volatile and sensory compounds in Tintilla de Rota warm climate red wines. Volatile compounds were measured by Gas Chromatography-Mass Spectrometry, Odorant Activity Values analysis to find out each compound's fragrant participation, and sensorial analysis was conducted for a qualified panel of wine-tasters. As a result of the chromatographic analysis, 80 volatile compounds of different chemical families were identified and quantified. Bee pollen increased mainly isoamyl alcohol, esters, and terpenes compounds families in wines. Odorant Activity Values analysis showed an increase in fruity odorant series mainly, followed by floral, for all wines with pollen addition. The sensory analysis showed that low pollen doses (0.1 g/L and 0.25 g/L) increased tasting notes of fruit and floral attributes and fruit and floral odorant series as well, highlighting an increase in red and black fruit notes mainly. On the other hand, high doses deviated the sensory profile towards fleshy stone fruit, and raisin fruit, mostly. In addition, high bee pollen doses produce an increase in the odorant category responsible for the chemical, fatty, and grassy aromas mainly, and high and intermediate dose (1 g/L) an increase in the earthy notes in the aromas. Therefore, low bee pollen doses (0.1 and 0.25 g/L) can improve both the aromatic compound profile, as well as the Odorant Activity Values levels and the sensory profile in Tintilla de Rota red wines.Entities:
Keywords: Tintilla de Rota; alcoholic fermentation; bee pollen; fermentative activator; red winemaking; red wines; sensory profile; volatile compounds; warm climate
Year: 2020 PMID: 32718060 PMCID: PMC7466273 DOI: 10.3390/foods9080981
Source DB: PubMed Journal: Foods ISSN: 2304-8158
Comparative effect of the addition of bee pollen (0.1, 0.25, 1, 5, 10 and 20 g/L) on concentrations of volatile compounds (µg/L) and control elaboration of Tintilla de Rota red wines.
| Compounds | Tintilla de Rota Red Wines Pollen Doses | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Control | 0.1 g/L | 0.25 g/L | 1 g/L | 5 g/L | 10 g/L | 20 g/L | |||||||||||||||
|
| |||||||||||||||||||||
| 2-Propanol | 34,953.9 | ± | 1276.1 a | 36,052.5 | ± | 2210.1 a | 38,842.7 | ± | 4907.9 a | 34,985.5 | ± | 1788.9 a | 36,902.1 | ± | 799.7 a | 34,768.3 | ± | 1495 a | 33,171.9 | ± | 815.5 a |
| 27,691.4 | ± | 2165.4 a | 28,078.3 | ± | 3292.1 a,b | 27,692.6 | ± | 1445 a | 33,332.2 | ± | 3069.1 b,c | 29,588.4 | ± | 720.7 a,c | 30,273.1 | ± | 2148.2 a,c | 34,846.2 | ± | 2039.4 c | |
| Isobutanol | 31,385.1 | ± | 1539.9 a,b | 31,248.3 | ± | 1983.1 a | 39,121 | ± | 683.8 b | 38,397.8 | ± | 1745.5 a,b | 34,307.7 | ± | 358.1 a,b | 36,460.3 | ± | 1599.1 a,b | 50,569 | ± | 1463.5 c |
| Isoamyl alcohols | 354,323.6 | ± | 16,785.8 a,b | 350,155.6 | ± | 21,853 a,b | 393,105.9 | ± | 5534 a | 354,546.7 | ± | 16,445 a,b | 316,247.7 | ± | 3734.7 b | 347,556.9 | ± | 15,377.3 a,b | 355,663.7 | ± | 10,652.6 a,b |
| Total | 448,353.9 | ± | 21,767.1 | 445,534.8 | ± | 29,338.3 | 498,762.1 | ± | 12,570.7 | 461,262.2 | ± | 23,048.6 | 417,045.8 | ± | 5613.1 | 449,058.5 | ± | 20,619.7 | 474,250.8 | ± | 14,971 |
| % higher alcohols | 77.53% | 76.12% | 77.82% | 74.73% | 70.49% | 71.89% | 67.65% | ||||||||||||||
|
| 32,708.5 | ± | 3833 a,b | 34,834.6 | ± | 3461.2 a,c,d | 27,651.5 | ± | 141.1 b | 40,294 | ± | 5164 c,d,e | 40,450.6 | ± | 1741.7 d,e | 43,161.7 | ± | 5621 e | 33,131.9 | ± | 4624.9 a,b |
| Total | 32,708.5 | ± | 3833 | 34,834.6 | ± | 3461.2 | 27,651.5 | ± | 141.1 | 40,294 | ± | 5164 | 40,450.6 | ± | 1741.7 | 43,161.7 | ± | 5621 | 33,131.9 | ± | 4624.9 |
| % methanol | 5.66% | 5.95% | 4.31% | 6.53% | 6.84% | 6.91% | 4.73% | ||||||||||||||
|
| |||||||||||||||||||||
| Butanoic acid | 30 | ± | 0.2 a,b | 33 | ± | 0.7 b | 34.2 | ± | 0.8 c,d | 29.3 | ± | 0.8 a | 32 | ± | 2.5 b,c,d | 29.8 | ± | 0.4 a,b | 29.4 | ± | 0.7 a,b |
| 3-Methyl-butanoic acid | 189 | ± | 1.6 a | 190.4 | ± | 2.7 a | 182.2 | ± | 10.7 a | 188.8 | ± | 13.5 a | 193.4 | ± | 6.8 a | 189.9 | ± | 14.1 a | 184.2 | ± | 7.3 a |
| Hexanoic acid | 556.3 | ± | 42.4 a | 651.6 | ± | 5.8 b | 466.5 | ± | 26.1 c,e,f | 390.4 | ± | 4.5 d | 463.5 | ± | 29.4 e,f | 477.2 | ± | 3.3 f | 770.4 | ± | 23 g |
| Heptanoic acid | 20.7 | ± | 0.7 a | 24 | ± | 0.6 a | 24.7 | ± | 0.5 a | 25.6 | ± | 0.7 a | 27.9 | ± | 0.9 a | 74.8 | ± | 0.9 b | 144.4 | ± | 10.7 c |
| 2-Hexenoic acid | 34 | ± | 0.6 a | 39.4 | ± | 0.6 b,c | 39.9 | ± | 0.3 c | 44.6 | ± | 1.6 d,e | 45.7 | ± | 1.7 e | 53.7 | ± | 4.5 f | 60 | ± | 0.2 g |
| Octanoic acid | 624.4 | ± | 19.8 a | 366.6 | ± | 23.9 b,c | 443.7 | ± | 30.9 c | 648.1 | ± | 37.2 a | 1424.5 | ± | 14 d,e | 1443.3 | ± | 30.6 e | 1253.8 | ± | 39.3 f |
| Nonanoic acid | 87.7 | ± | 2.1 a | 76.4 | ± | 3.4 a | 90.5 | ± | 3.7 a | 116.2 | ± | 1.4 a | 556.2 | ± | 9.7 b | 182.6 | ± | 0.4 c | 184.4 | ± | 11.1 c |
| 0.19 | ± | 0.01 a | 398.5 | ± | 26.5 b,c,f | 412.4 | ± | 1.3 c,f | 311.9 | ± | 6.9 d | 866.4 | ± | 46.2 e | 440.9 | ± | 3.0 f | 450.3 | ± | 39.6 f | |
| 9-Decenoic acid | 21.4 | ± | 1.5 a | 154.3 | ± | 12.4 b | 33.8 | ± | 1.9 c,d | 39.1 | ± | 0.8 d | 80.1 | ± | 1.3 e,g | 52.7 | ± | 2.7 f | 87.9 | ± | 0.6 g |
| Benzoic acid | 84.2 | ± | 5.9 a | 200.8 | ± | 0.1 b | 108.7 | ± | 1.4 a,c | 125 | ± | 5.8 c | 328.8 | ± | 29.8 d | 274 | ± | 3.5 e | 371.3 | ± | 12.2 f |
| Benzeneacetic acid | 40.8 | ± | 0.4 a | 42.8 | ± | 0.8 a,b,c | 41.9 | ± | 1.1 a | 43.9 | ± | 0.5 a,b,c | 46 | ± | 0.7 b,c | 46.4 | ± | 0.7 c | 49.5 | ± | 2.2 c |
| Total | 1688.6 | ± | 75.2 | 2177.7 | ± | 77.5 | 1878.5 | ± | 78.7 | 1962.8 | ± | 73.8 | 4064.5 | ± | 143.1 | 3265.3 | ± | 64.1 | 3585.5 | ± | 147 |
| % acids | 0.29% | 0.37% | 0.29% | 0.32% | 0.69% | 0.52% | 0.51% | ||||||||||||||
|
| |||||||||||||||||||||
| 1-Hexanol | 493.9 | ± | 9.5 a | 431.1 | ± | 1.7 b,c,d | 436.6 | ± | 19.2 c,d | 433 | ± | 10.2 d | 434.2 | ± | 20.2 e | 520.3 | ± | 1.4 a | 539.5 | ± | 53.1 a |
| (E)-3-Hexen-1-ol | 16.7 | ± | 0.2 a | 29.1 | ± | 0.5 b,c | 30.9 | ± | 0.9 c,d | 33.1 | ± | 0.8 d | 35.7 | ± | 1.7 e | 36.1 | ± | 0.6 e | 37.7 | ± | 1.4 e |
| (Z)-3-Hexen-1-ol | 25.3 | ± | 2.4 a | 30 | ± | 1.4 a,d | 31.8 | ± | 1.0 a | 91.2 | ± | 0.4 b | 101.1 | ± | 6.8 c | 6.2 | ± | 0.3 d | 9.5 | ± | 0.1 a,d |
| Total | 535.9 | ± | 12.1 | 490.3 | ± | 3.6 | 499.2 | ± | 21 | 557.2 | ± | 11.4 | 571 | ± | 28.7 | 562.6 | ± | 2.3 | 586.7 | ± | 54.6 |
| % C-6 alcohols | 0.09% | 0.08% | 0.08% | 0.09% | 0.10% | 0.09% | 0.08% | ||||||||||||||
|
| |||||||||||||||||||||
| 3-Penten-2-ol | 103.6 | ± | 4.9 a | 45.1 | ± | 2.4 b,c | 50.6 | ± | 0.1 c | 63.6 | ± | 4.7 d,e,f | 67.2 | ± | 3.9 e,f | 70.9 | ± | 0.1 f | 129.5 | ± | 2.0 g |
| 1-Pentanol | 1358.2 | ± | 53.1 a | 1812.7 | ± | 73.5 b,c,d,e | 1331.8 | ± | 123.8 a | 1746.8 | ± | 14.0 c,d,e | 1847.5 | ± | 17.9 d,e | 1992.8 | ± | 0.5 e | 2925.1 | ± | 187.4 f |
| 3-Ethyl-2-pentanol | 10.1 | ± | 0.3 a | 12.7 | ± | 0.7 b,c | 13.9 | ± | 1.0 c | 16.6 | ± | 0.1 d,e | 17.8 | ± | 0.1 e | 20 | ± | 0.2 f | 21.3 | ± | 1.9 f |
| 4-Methyl-1-pentanol | 13 | ± | 0.7 a | 16 | ± | 0.8 b,c,d | 17.3 | ± | 0.6 c,d | 18.3 | ± | 0.7 d,e | 20.5 | ± | 0.4 e,f | 20.7 | ± | 1.1 f | 25.8 | ± | 1.7 g |
| 3-Methyl-1-pentanol | 290.4 | ± | 8.0 a | 278.7 | ± | 2.9 a | 184.1 | ± | 7.2 b | 320.1 | ± | 20.5 c | 288.6 | ± | 15.5 a | 273.6 | ± | 4.3 a | 110.2 | ± | 8.7 d |
| 3-Ethoxy-1-Propanol | 99.3 | ± | 0.7 a | 100.7 | ± | 0.7 a | 112.4 | ± | 2.8 b,c,e | 118.9 | ± | 1.1 c,d,e,f | 125 | ± | 0.8 d,e,f | 120 | ± | 1.6 e,f | 125.9 | ± | 0.6 f |
| 1-Octanol | 20.8 | ± | 1.0 a | 23 | ± | 0.7 a,b | 24.7 | ± | 0.4 b,c,d,e | 25.5 | ± | 0.1 c,d,e,f | 25.9 | ± | 0.1 d,e,f | 25.8 | ± | 1.6 e,f | 27.6 | ± | 0.7 f |
| 1-Nonanol | 3.8 | ± | 0.3 a | 2.4 | ± | 0.2 b,c,d,e | 2.7 | ± | 0.02 c,d,f | 2.4 | ± | 0.2 d,e | 2.2 | ± | 0.2 e | 2.8 | ± | 0.2 f,g | 3.1 | ± | 0.02 g |
| Benzyl alcohol | 84.5 | ± | 7.1 a | 93.7 | ± | 0.6 a | 133 | ± | 10.6 a,b | 179.7 | ± | 3.8 b | 603.9 | ± | 58.2 c | 248.8 | ± | 2.3 d | 247.7 | ± | 18.8 d |
| Phenylethyl Alcohol | 23,942.5 | ± | 1414.2 a | 23,512 | ± | 235.9 a | 28,318.7 | ± | 302.5 b,c | 24,110.5 | ± | 1481.8 a | 27,830.4 | ± | 2039.4 c | 22,209.8 | ± | 331.3 a | 23,346.3 | ± | 2021.2 a |
| 1 H-Indol-3-ethanol | 862.1 | ± | 25 a | 1313.5 | ± | 10.6 b,c | 1452 | ± | 118.6 c | 1823.4 | ± | 2.6 d,e | 1866.8 | ± | 64.1 e | 452 | ± | 28.7 f | 551.7 | ± | 6.5 f |
| 1-Butanol | 31.2 | ± | 1.6 a | 22.7 | ± | 0.9 a,b | 15.3 | ± | 0.9 b,e | 23.3 | ± | 1.7 a,e | 114.3 | ± | 5.8 c | 44.3 | ± | 1.0 d | 29.7 | ± | 0.8 a |
| 3-Metil-2-buten-1-ol | 41.5 | ± | 1.7 a | 25.8 | ± | 1.2 b | 46.9 | ± | 1.4 a,c | 49.3 | ± | 4.3 c | 57.1 | ± | 2.8 d | 65.5 | ± | 4.1 e | 77.9 | ± | 1.1 f |
| Total | 26,861 | ± | 1518.6 | 27,259 | ± | 331.2 | 31,703.5 | ± | 570 | 28,498.3 | ± | 1535.6 | 32,867.2 | ± | 2209 | 25,547 | ± | 377 | 27,622 | ± | 2251.4 |
| % Alcoholes | 4.64% | 4.66% | 4.95% | 4.62% | 5.56% | 4.09% | 3.94% | ||||||||||||||
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| 2,6-di-terc-butil-4-ethylfenol | 23.1 | ± | 0.8 a | 29.1 | ± | 0.5 b,c | 29.8 | ± | 0.4 c | 20.1 | ± | 0.1 d,e,f | 18.6 | ± | 1.4 e,f | 20.8 | ± | 0.9 a,f | 23.3 | ± | 0.1 a |
| 4-Etilfenol | 6.7 | ± | 0.2 a | 8.2 | ± | 0.4 b,e | 9.4 | ± | 0.7 c,d,e | 10.1 | ± | 0.1 d | 8.6 | ± | 0.2 e | 4.9 | ± | 0.5 f | 7.2 | ± | 0.1 a |
| 4-Vinilguaiacol | 33.4 | ± | 1.1 a | 55.7 | ± | 5.3 b | 76.6 | ± | 3.7 c,d | 74.9 | ± | 6.3 d | 23.1 | ± | 0.8 e,f | 23 | ± | 1.4 f | 41.5 | ± | 0.3 g |
| Acetovainillin | 19.7 | ± | 0.7 a | 32.7 | ± | 0.8 b,d,f | 46.2 | ± | 0.5 c | 32.6 | ± | 0.7 d,f | 26.3 | ± | 0.7 e | 20.5 | ± | 1.4 a | 36.3 | ± | 0.7 f |
| Total | 82.9 | ± | 2.9 | 125.6 | ± | 7 | 162 | ± | 5.2 | 137.7 | ± | 7.2 | 76.6 | ± | 3.1 | 69.2 | ± | 4.1 | 108.3 | ± | 1.2 |
| % Phenols | 0.01% | 0.02% | 0.03% | 0.02% | 0.01% | 0.01% | 0.02% | ||||||||||||||
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| Linalool oxide | 50.5 | ± | 0.9 a | 74.2 | ± | 1.8 b | 86.3 | ± | 8.1 c,f | 59.1 | ± | 0.8 d | 50.1 | ± | 3.5 a | 38.2 | ± | 0.6 e | 88.3 | ± | 2.7 f |
| Linalool | 11.5 | ± | 0.5 a | 12.9 | ± | 0.8 a,b | 13.5 | ± | 0.1 b | 16.7 | ± | 0.3 c,e | 11.8 | ± | 0.5 a | 18.4 | ± | 0.8 d | 17 | ± | 0.5 e,d |
| α-Terpieol | 9.7 | ± | 0.2 a | 10.8 | ± | 0.1 a | 15.3 | ± | 0.1 b | 19.1 | ± | 0.9 c,e | 23.2 | ± | 1.4 d | 18.9 | ± | 1.4 e | 34 | ± | 2.4 f |
| (R)-(+)-β-Citronellol | 8.7 | ± | 0.2 a | 9.7 | ± | 0.2 a,b | 10.2 | ± | 0.1 b | 13.8 | ± | 0.9 c,e | 16.8 | ± | 0.9 d,f | 12.7 | ± | 0.8 e | 15.7 | ± | 1.4 f |
| 2,6-dimetil-3,7-Octadiene-2,6-diol, | 29 | ± | 0.1 a | 32.8 | ± | 0.4 b,e,f,g | 38.9 | ± | 0.2 c,d,e | 41.2 | ± | 1.5 d | 36.2 | ± | 0.7 e,f | 33.3 | ± | 0.6 f,g | 32.6 | ± | 0.7 g |
| 8-Hydroxylinalool | 49.4 | ± | 2.1 a | 100.4 | ± | 0.9 b,d,g | 202.4 | ± | 0.3 c | 91.1 | ± | 7.9 d | 387.1 | ± | 8.9 e | 142.2 | ± | 11.8 f | 130.3 | ± | 9.8 f,g |
| Total | 158.8 | ± | 4.1 | 240.8 | ± | 4.3 | 366.7 | ± | 8.9 | 240.9 | ± | 12.4 | 525.2 | ± | 15.8 | 263.7 | ± | 16 | 318 | ± | 17.4 |
| % Terpenes | 0.03% | 0.04% | 0.06% | 0.04% | 0.09% | 0.04% | 0.05% | ||||||||||||||
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| Ethyl acetate | 60,290.1 | ± | 5264.2 a | 65,998.8 | ± | 4222.7 a,b | 68,955 | ± | 3516.9 a,b | 75,224.6 | ± | 6073.5 b,c | 85,400.4 | ± | 1651.2 c,d | 94,930.8 | ± | 4988.6 d | 151,421.2 | ± | 10,126 e |
| Ethyl butyrate | 0.15 | ± | 0.01 a | 27.2 | ± | 0.7 b,g | 37.5 | ± | 2.8 c | 55.3 | ± | 1.8 d | 127.1 | ± | 2.4 e | 16.7 | ± | 0.1 f | 23 | ± | 1.9 g |
| Ethyl isovalerate | 5.6 | ± | 0.3 a | 14.5 | ± | 0.2 b | 17.7 | ± | 0.1 c | 20.9 | ± | 0.8 d,g | 25.1 | ± | 0.7 e | 27.6 | ± | 0.1 f | 19.9 | ± | 2.1 g |
| Isoamyl acetate | 29.4 | ± | 0.9 a | 45.5 | ± | 1.6 b,c | 50.5 | ± | 0.3 c | 75.5 | ± | 1.9 d | 180.1 | ± | 3.8 e | 107.6 | ± | 0.1 f | 126.9 | ± | 1.4 g |
| Ethyl hexanoate | 60 | ± | 0.1 a | 107.6 | ± | 2.1 b,c,g | 105.1 | ± | 0.7 c,g | 124.9 | ± | 1.8 d,e,f | 118.9 | ± | 0.3 e,h | 133.6 | ± | 1.4 f | 115 | ± | 4.3 g,h |
| Hexyl acetate | 26.3 | ± | 0.01 a | 29.4 | ± | 0.01 a,b | 30.3 | ± | 0.01 b,c,d,e | 32.8 | ± | 0.7 c,g | 28.3 | ± | 1.4 a,e | 33.4 | ± | 0.01 d,g | 42.6 | ± | 2.1 f |
| Ethyl 2-hydroxy-3-methyl butanoate | 13.2 | ± | 1.3 a | 15.8 | ± | 0.9 a | 17.7 | ± | 0.7 a | 29.6 | ± | 0.8 b,e | 63.3 | ± | 2.7 c | 37 | ± | 1.4 d | 33.4 | ± | 3.0 e |
| Ethyl octanoate | 204.5 | ± | 6.1 a | 349.9 | ± | 32.6 b,c,g | 372 | ± | 0.6 c,g | 244.8 | ± | 22.1 d,e,f | 261.2 | ± | 26.5 e,f | 245.4 | ± | 21.8 f | 346.7 | ± | 3.1 g |
| Ethyl nonanoate | 10.9 | ± | 0.9 a | 12.2 | ± | 1.0 b,c,g | 11 | ± | 0.6 a,g | 13 | ± | 0.8 c | 16.3 | ± | 0.6 d,e,f | 15.8 | ± | 1.4 e | 17.1 | ± | 0.5 f |
| Ethyl 2-hydroxy-4-methylpentanoate | 36.8 | ± | 1.6 a | 36.2 | ± | 3.1 a | 37.4 | ± | 2.7 a | 82.6 | ± | 0.7 b | 112.9 | ± | 7.6 c | 39.3 | ± | 1.9 a | 47.8 | ± | 2.0 d |
| Isoamyl lactate | 43.3 | ± | 1.8 a | 139 | ± | 0.6 b,f | 229.3 | ± | 3.1 c | 101.2 | ± | 1.0 d | 255.5 | ± | 7.1 e | 146.6 | ± | 2.1 f | 127.8 | ± | 0.4 f |
| Ethyl decanoate | 112.1 | ± | 7.1 a | 122.4 | ± | 0.3 a | 154.8 | ± | 3.6 b | 111.8 | ± | 5.3 a | 270.2 | ± | 7.5 c,d | 127.1 | ± | 1.6 a | 273.9 | ± | 5.8 d |
| Diethyl succinate | 509.3 | ± | 12.2 a | 681.5 | ± | 2.5 b,d,e | 950.9 | ± | 48 c,f | 636.5 | ± | 51.2 d,e | 633.3 | ± | 44.2 e | 907.9 | ± | 43.2 f | 1310.2 | ± | 125.7 g |
| Ethyl 9-decenoate | 59.7 | ± | 0.8 a,c | 63.9 | ± | 2.3 a,b | 66.1 | ± | 0.8 b,d | 64.3 | ± | 1.3 a,b,d | 59.4 | ± | 0.7 a | 56.5 | ± | 1.3 c | 62.8 | ± | 0.8 a,b,d |
| Ethyl phenylacetate | 1.27 | ± | 0.01 a | 2.23 | ± | 0.01 b,c,d,f,g | 2.27 | ± | 0.03 c,d,f,g | 2.39 | ± | 0.07 d,e,f | 2.55 | ± | 0.04 e | 2.27 | ± | 0.08 f,g | 2.2 | ± | 0.08 g |
| Phenethyl acetate | 33.8 | ± | 0.1 a | 97.4 | ± | 6.8 b,e,d,f | 104.5 | ± | 4.1 c,d | 94.9 | ± | 2.6 d,f | 279.1 | ± | 5.1 e | 80.9 | ± | 2.6 f | 251 | ± | 3.1 g |
| Diethyl malate | 24.4 | ± | 0.7 a | 32.9 | ± | 0.9 b,c,d | 34.9 | ± | 0.9 c,d,e | 36 | ± | 0.9 d,e | 37 | ± | 0.6 e | 40.6 | ± | 0.7 f | 45.1 | ± | 0.9 g |
| Methyl vanillate | 242.7 | ± | 0.5 a | 287.4 | ± | 5.2 a | 610.1 | ± | 8.2 b,c | 550.3 | ± | 45.8 c,e,f | 1541.4 | ± | 18.6 d | 454 | ± | 44.7 e,f | 470.4 | ± | 62.1 f |
| Ethyl lactate | 121.4 | ± | 1.5 a | 173.8 | ± | 5.3 b,c | 155.9 | ± | 4.3 c | 204.6 | ± | 21.0 d,e | 199 | ± | 3.2 e | 271.1 | ± | 25.7 f | 256 | ± | 4.0 f |
| Butanoic acid 3-hydroxy ethyl ester | 51.8 | ± | 2.5 a | 63 | ± | 1.3 a,b | 57 | ± | 5.2 a | 76 | ± | 3.5 b,d | 231.3 | ± | 3.8 c | 82.7 | ± | 1.3 d | 105.1 | ± | 8.0 e |
| Ethyl (Z)-4-decenoate | 60.9 | ± | 1.2 a | 165.9 | ± | 3.7 b,d | 203.7 | ± | 17.7 c | 191.3 | ± | 6.1 d,c | 391.5 | ± | 6.4 e | 31.9 | ± | 1.6 a | 57.4 | ± | 0.6 a |
| Ethyl dodecanoate | 68.2 | ± | 2.6 a | 35.6 | ± | 2.0 b | 143.5 | ± | 14.1 c,f | 172 | ± | 2.8 d | 303.9 | ± | 8.1 e | 121.1 | ± | 1.0 f | 91.8 | ± | 0.3 g |
| Methyl tetradecanoate | 34.8 | ± | 1.5 a | 66.4 | ± | 7.2 b,c,d,f | 88.5 | ± | 6.6 c,d,f | 72.8 | ± | 3.8 d,f | 297.9 | ± | 18.1 e | 80.5 | ± | 0.8 f | 87.5 | ± | 1.9 f |
| Succinoic acid 2-hydroxy-3-methyl diethyl ester | 93.3 | ± | 8.1 a | 110.3 | ± | 10.4 a,b,e | 126.9 | ± | 3.4 b,c,e,f | 144.2 | ± | 4.8 c,e,f | 450.8 | ± | 36.4 d | 131.8 | ± | 1.5 e | 147.2 | ± | 2.3 f |
| Methyl hexadecanoate | 81.4 | ± | 4.6 a | 100.9 | ± | 5.2 b,e | 147.6 | ± | 0.7 c | 219.3 | ± | 10.1 d,g | 106.3 | ± | 2.1 e | 186.4 | ± | 4.3 f | 227.6 | ± | 5.2 g |
| Hexadecanoic acid, ethyl ester | 310.8 | ± | 7.4 a,f,g | 420.9 | ± | 33.5 b,d | 732.6 | ± | 20.6 c,e | 435.7 | ± | 10.9 d | 719.8 | ± | 61.2 e | 300.3 | ± | 2.5 f | 356.1 | ± | 14.5 g |
| Propanoic acid 2-methyl-propyl ester | 84.7 | ± | 0.8 a | 116.1 | ± | 11.1 b | 160 | ± | 2.4 c,d,f | 154.5 | ± | 4.5 d,f | 181.7 | ± | 0.1 e | 147.7 | ± | 8.1 f | 155.2 | ± | 9.2 f |
| Ethyl 8-nonenoato | 205.6 | ± | 3.5 a | 216.4 | ± | 3.1 a,b | 235.9 | ± | 0.8 b,f | 209.4 | ± | 2.2 a,f | 293.9 | ± | 6.5 c,d | 313 | ± | 17.6 d | 363.5 | ± | 20.5 e |
| Total | 62,816.5 | ± | 5332.3 | 69,533.2 | ± | 4366.3 | 73,838.8 | ± | 3669.9 | 79,381.1 | ± | 6282.9 | 92,587.9 | ± | 1927.1 | 99,069.5 | ± | 5177.4 | 156,584.3 | ± | 10,411.7 |
| % esters | 10.86% | 11.88% | 11.52% | 12.86% | 15.65% | 15.86% | 22.34% | ||||||||||||||
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| Acetaldehyde | 4890.4 | ± | 279.7 a,b | 4810.7 | ± | 204.3 a | 5520.7 | ± | 263.1 b | 4482.1 | ± | 472.6 a | 2887.5 | ± | 294.1 c,d | 3292.9 | ± | 322.7 d | 4422.9 | ± | 417.9 a |
| Benzeneacetaldehyde | 66.6 | ± | 1.9 a | 74.3 | ± | 5.7 a,e | 131.9 | ± | 10.4 b,c,d | 145.3 | ± | 11.7 c | 119.8 | ± | 7.0 d | 80.5 | ± | 3.8 a,e | 85.1 | ± | 2.6 e |
| Nonanal | 10.5 | ± | 0.6 a,e | 13.4 | ± | 0.4 b,d | 16.2 | ± | 1.0 c | 14.2 | ± | 0.5 d | 10.7 | ± | 0.6 a | 9.9 | ± | 0.1 a,e | 8.6 | ± | 0.7 e |
| 3-methyl-butanal | 15.1 | ± | 0.5 a | 28.5 | ± | 1.5 b,c | 30.1 | ± | 0.5 c,d | 35.1 | ± | 2.6 d | 48.8 | ± | 2.6 e | 10 | ± | 0.3 a | 15.4 | ± | 0.4 a |
| Total | 4982.6 | ± | 282.7 | 4926.8 | ± | 212 | 5698.9 | ± | 275 | 4676.8 | ± | 487.4 | 3066.8 | ± | 304.4 | 3393.3 | ± | 326.9 | 4532.1 | ± | 421.6 |
| % Aldehydes | 0.86% | 0.84% | 0.89% | 0.76% | 0.52% | 0.54% | 0.65% | ||||||||||||||
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| 3-(methylthio)-1-Propanol | 21.4 | ± | 1.8 a | 49.3 | ± | 3.8 b | 148.9 | ± | 7.5 c | 95.7 | ± | 3.7 d,f | 198.5 | ± | 3.2 e | 88.1 | ± | 8.6 f | 111.7 | ± | 2.4 g |
| Total | 21.4 | ± | 1.8 | 49.3 | ± | 3.8 | 148.9 | ± | 7.5 | 95.7 | ± | 3.7 | 198.5 | ± | 3.2 | 88.1 | ± | 8.6 | 111.7 | ± | 2.4 |
| % thiols | 0.004% | 0.01% | 0.02% | 0.02% | 0.03% | 0.01% | 0.02% | ||||||||||||||
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| 1-(1-etoxietoxi)-pentano | 2.1 | ± | 0.1 a | 2 | ± | 0.1 a | 1.8 | ± | 0.1 a | 3.2 | ± | 0.1 b | 4.4 | ± | 0.2 c | 5.4 | ± | 0.1 d | 5.7 | ± | 0.2 e |
| Total | 2.1 | ± | 0 | 2 | ± | 0 | 1.8 | ± | 0.1 | 3.2 | ± | 0 | 4.4 | ± | 0.2 | 5.4 | ± | 0.1 | 5.7 | ± | 0.2 |
| % acetals | 0.0004% | 0.0003% | 0.0003% | 0.0010% | 0.0010% | 0.0010% | 0.0010% | ||||||||||||||
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| 3-Oxo-α-ionol | 7.6 | ± | 0.1 a | 13.3 | ± | 0.4 b,c,d,e | 13.1 | ± | 0.1 c,d,e | 14.1 | ± | 0.2 d,e | 14.7 | ± | 0.1 e | 42.8 | ± | 0.6 f | 44.9 | ± | 1.0 f |
| Total | 7.6 | ± | 0.1 | 13.3 | ± | 0.4 | 13.1 | ± | 0.1 | 14.1 | ± | 0.2 | 14.7 | ± | 0.1 | 42.8 | ± | 0.6 | 44.9 | ± | 1 |
| % Norisoprenoids | 0.001% | 0.002% | 0.002% | 0.002% | 0.002% | 0.010% | 0.010% | ||||||||||||||
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| Dihydro-5-pentyl-2-(3 H)-Furanona | 59.6 | ± | 0.7 a | 55.8 | ± | 4.8 a | 107.2 | ± | 2.8 b,d | 78.8 | ± | 0.5 c | 106.8 | ± | 0.3 d | 66.8 | ± | 0.2 a | 120.6 | ± | 8.4 e |
| 2,3-dihydro-benzofuran | 50.6 | ± | 1.1 a | 50 | ± | 4.0 a | 50.6 | ± | 1.1 a | 42.3 | ± | 0.8 b | 49.5 | ± | 0.8 a | 48.8 | ± | 1.5 a | 50.1 | ± | 1.6 a |
| Total | 110.2 | ± | 1.7 | 105.8 | ± | 8.8 | 157.8 | ± | 4 | 121.1 | ± | 1.4 | 156.2 | ± | 1.1 | 115.6 | ± | 1.7 | 170.7 | ± | 10 |
| % lactones | 0.02% | 0.02% | 0.02% | 0.02% | 0.03% | 0.02% | 0.02% | ||||||||||||||
Different superscript letters indicate that there are significant differences between the samples (p < 0.05, ANOVA, BSD test).
Loadings of the main components of the volatile compounds in Tintilla de Rota dosed with bee pollen and control wines.
| F1 | F2 | F3 | |
|---|---|---|---|
| Higher alcohols | 0.179 | 0.936 | −0.059 |
| Methanol | 0.193 | −0.862 | −0.082 |
| Acids | 0.648 | −0.533 | 0.492 |
| C-6 alcohols | 0.744 | −0.449 | 0.151 |
| Alcohols | −0.282 | 0.102 | 0.948 |
| Phenols | −0.284 | 0.831 | 0.152 |
| Terpenes and derivatives | 0.129 | −0.196 | 0.961 |
| Esters | 0.958 | 0.056 | 0.164 |
| Aldehydes | −0.355 | 0.895 | −0.242 |
| Thiols | 0.190 | −0.080 | 0.955 |
| Acetals | 0.895 | −0.420 | 0.121 |
| Norisoprenoids | 0.945 | −0.079 | −0.140 |
| Lactones | 0.513 | 0.336 | 0.769 |
| Explained variance (%) | 32.75 | 30.37 | 28.80 |
Rotated component matrix loadings of Principal Components Analysis of volatile compounds in Tintilla de Rota red wines, using varimax with Kaiser normalization.
Odor activity values summary (ΣOAV) grouped by odorant series.
| Odorant Series | Bee Pollen Doses in Tintilla de ROTA Red Wines | ||||||
|---|---|---|---|---|---|---|---|
| Control | 0.1 g/L | 0.25 g/L | 1 g/L | 5 g/L | 10 g/L | 20 g/L | |
| Fruity | 93.03 | 142.21 | 154.61 | 134.68 | 146.87 | 129.35 | 151.40 |
| Floral | 25.25 | 31.01 | 45.26 | 43.24 | 40.41 | 26.58 | 36.55 |
| Fatty | 8.50 | 8.67 | 8.15 | 8.46 | 10.89 | 10.47 | 10.69 |
| Grassy | 1.15 | 1.15 | 1.17 | 1.45 | 1.42 | 1.26 | 1.45 |
| Dry fruit | 0.05 | 0.05 | 0.06 | 0.05 | 0.03 | 0.03 | 0.04 |
| Earthy, mushrooms | 0.60 | 0.61 | 0.52 | 0.74 | 0.78 | 0.64 | 0.33 |
| Chemical | 0.10 | 0.22 | 0.13 | 0.15 | 0.35 | 0.29 | 0.39 |
| Spicy | 0.94 | 1.52 | 2.17 | 2.09 | 1.12 | 0.75 | 1.23 |
| Phenolic | 0.02 | 0.02 | 0.02 | 0.02 | 0.02 | 0.01 | 0.02 |
| ∑OAVT | 129.62 | 185.45 | 212.09 | 190.86 | 201.89 | 169.38 | 202.10 |
Odor Activity Values (OAV) sum of the main odorants found in Tintilla de Rota red wines produced (Control and different bee pollen doses addition (from 0.1 to 20 g/L)). ΣOAVT means the total sum of ΣOAV.
Figure 1Tintilla de Rota red wines sensorial evaluation results of generic attributes (a), and specific olfactory attributes (b). * indicates level of significance for two-way ANOVA (BSD-test) (* p < 0.05, ** p < 0.01, *** p < 0.001 and **** p < 0.0001).