Effect of Raw Material, Pressing and Glycosidase on the Volatile Compound Composition of Wine Made From Goji Berries
Abstract
:1. Introduction
2. Results and Discussion
2.1. Physicochemical Parameters of Goji Wine
2.2. Volatile Composition in Wine Made of Dried and Fresh Goji Berry
2.2.1. Higher Alcohols
2.2.2. Aldehydes and Ketones
2.2.3. Volatile Acids
2.2.4. Esters
2.2.5. Benzenes and Volatile Phenols
2.2.6. Terpenes and Norisoprenoids
2.3. Effect of Pressing and Glycosidase on Volatile Composition in Goji Berry Wine
2.3.1. Effect on Dried Goji Berry Fermented Wine
2.3.2. Effect on Fresh Goji Berry Fermented Wine
2.4. Principal Component Analysis (PCA)
2.5. Aroma Profile of Goji Berry Fermented Wine
3. Materials and Methods
3.1. Samples and Reagents
3.2. Wine-Making Process
3.2.1. Wine Made of Dried Goji Berry
3.2.2. Wine Made of Fresh Goji Berry
3.3. Volatile Compound Analyses
3.4. Odor Activity Value and Aroma Series
3.5. Statistical Analysis
4. Conclusions
Acknowledgments
Author Contributions
Conflicts of Interest
References
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- Sample Availability: Some of the frozen wine samples are available from the authors.
Oenological Parameters | DF | DF-G | DP | DP-G | FF | FF-G | FP | FP-G |
---|---|---|---|---|---|---|---|---|
Alcohol (%, v/v) | 13.0 ± 0.0 a | 13.00 ± 0.0 a | 12.5 ± 0.2 bcd | 12.6 ± 0.0 bc | 12.4 ± 0.1 cd | 12.7 ± 0.0 b | 12.4 ± 0.0 d | 12.3 ± 0.0 d |
Volatile acidity (g/L) | 1.2 ± 0.0 b | 1.2 ± 0.0 bc | 1.1 ± 0.0 e | 0.8 ± 0.0 g | 1.2 ± 0.0 cd | 1.0 ± 0.0 f | 1.1 ± 0.0 de | 2.1 ± 0.0 a |
Titratable acidity a (g/L) | 12.2 ± 0.1 ab | 11.9 ± 0.1 bc | 11.8 ± 0.0 c | 12.4 ± 0.1 a | 7.9 ± 0.0 e | 7.7 ± 0.0 e | 8.2 ± 0.1 e | 7.8 ± 0.0 d |
Residual sugar (g/L) | 9.3 ± 0.4 a | 10.0 ± 0.4 a | 10.1 ± 0.7 a | 9.1 ± 0.0 a | 7.8 ± 0.1 b | 6.6 ± 0.0 b | 8.4 ± 0.1 b | 7.6 ± 0.1 b |
Polysaccharide b (g/L) | 1.6 ± 0.1 b | 1.5 ± 0.0 bc | 3.0 ± 0.1a | 2.9 ±0.1 a | 1.4 ± 0.0 cd | 1.2 ± 0.0 df | 1.3 ± 0.1 d | 1.1 ± 0.1 f |
Free SO2 (mg/L) | 3.4 ± 0.0 c | 1.7 ± 0.1 d | 3.4 ± 0.0 c | 1.7 ± 0.0 d | 13.4 ± 0.0 a | 7.3 ± 0.4 b | 13.4 ± 0.0 a | 6.7 ± 0.0 b |
Total SO2 (mg/L) | 100.4 ± 0.1 f | 98.8 ± 0.2 g | 93.7 ± 0.0 h | 132.1 ± 0.0 d | 210.5 ± 0.2 b | 153.9 ± 0.1 c | 237.5 ± 0.1 a | 112.0 ± 0.0 e |
pH | 4.0 ± 0.0 c | 3.9 ± 0.0 c | 4.0 ± 0.0 b | 4.0 ±0.0 b | 4.4 ± 0.0 a | 4.5 ±0.0 a | 4.4 ± 0.0 a | 4.5 ± 0.0 a |
Volatile | CN a | RI | ID b | QI c | Standard | Quantitative Curve | R2 | Linearity Range (μg/L) |
---|---|---|---|---|---|---|---|---|
Volatile acids | A | |||||||
DMECA d | A1 | 1367.6 | B | 95 | 4-Ethylphenol | y = 233.46x + 1.5085 | R2 = 0.9967 | 0.78–50.00 |
Acetic acid | A2 | 1453.8 | A | 43 | Acetic acid | y = 53.61x − 29.07 | R2 = 0.9948 | 32.78–1049.00 |
Butanoic acid | A3 | 1630.4 | A | 60 | Butanoic acid | y = 21574x + 7.5319 | R2 = 0.9999 | 126.88–1015.00 |
α-Methylbutyric acid | A4 | 1671.7 | B | 74 | Butanoic acid | y = 21814x − 0.9852 | R2 = 0.9994 | 63.44–1015.00 |
Octanoic acid | A5 | 2062.1 | A | 60 | Octanoic acid | y = 7754.7x + 1401.7 | R2 = 0.9982 | 2365.00–9460.00 |
Decanoic acid | A6 | 2271.8 | A | 60 | Decanoic acid | y = 55699x − 252.24 | R2 = 0.9609 | 1147.50–9180.00 |
Higher alcohols | C | |||||||
2-Methyl-1-propanol | C1 | 1104.0 | A | 43 | 2-Methyl-1-propanol | y = 17537x + 5926.7 | R2 = 0.9861 | 10250.00–82000.00 |
1-Butanol | C2 | 1158.1 | A | 56 | 1-Butanol | y = 17266x + 36.061 | R2 = 1 | 299.69–1198.75 |
Isopentyl alcohol | C3 | 1216.0 | A | 55 | Isopentyl alcohol | y = 9481.2x − 6073.4 | R2 = 0.9985 | 35300.00–282400.00 |
Pentyl alcohol | C4 | 1255.5 | B | 42 | 1-Hexanol | y = 1162.6x − 1.2723 | R2 = 0.9999 | 4.93–78.95 |
1-Hexanol | C5 | 1352.5 | A | 56 | 1-Hexanol | y = 1166.2x − 2.2718 | R2 = 0.9999 | 39.47–315.78 |
(Z)-3-Hexen-1-ol | C6 | 1384.7 | A | 41 | (Z)-3-Hexen-1-ol | y = 4651.6x − 7.5812 | R2 = 0.9968 | 32.62–260.94 |
2-Heptanol | C7 | 1320.0 | A | 45 | 2-Heptanol | y = 210.83x + 0.0189 | R2 = 0.9944 | 2.44–9.75 |
3-Ethoxy-1-propanol | C8 | 1376.9 | B | 31 | 1-Hexanol | y = 1161.1x − 1.192 | R2 = 0.9998 | 9.87–78.95 |
1-Octen-3-ol | C9 | 1448.6 | A | 57 | 1-Octen-3-ol | y = 118.3x − 0.4557 | R2 = 0.9993 | 3.22–25.78 |
Sulcatol | C10 | 1461.0 | A | 95 | Sulcatol | y = 514.36x − 60.573 | R2 = 0.9936 | 0.69–11.00 |
2-Ethyl-1-hexanol | C11 | 1488.8 | A | 27 | 2-Ethyl-1-hexanol | y = 89.473x − 0.447 | R2 = 0.9988 | 0.44–14.06 |
[R-(R*,R*)]-2,3-Butanediol | C12 | 1538.9 | B | 45 | [S-(R*,R*)]-2,3-Butanediol | y = 82896x − 16783 | R2 = 0.9993 | 39781.25–636500.00 |
1-Octanol | C13 | 1557.0 | A | 56 | 1-Octanol | y = 182.89x + 0.2501 | R2 = 0.9996 | 6.45–51.56 |
[S-(R*,R*)]-2,3-Butanediol | C14 | 1574.9 | A | 45 | [S-(R*,R*)]-2,3-Butanediol | y = 82896x − 16783 | R2 = 0.9993 | 39781.25–636500.00 |
trans-2-Octenol | C15 | 1616.0 | A | 57 | trans-2-Octenol | y = 258.79x + 0.2617 | R2 = 0.9977 | 2.61–20.88 |
1-Nonanol | C16 | 1659.1 | B | 56 | Acetic acid | y = 10.169x − 0.0206 | R2 = 0.9856 | 0.13–0.51 |
Methionol | C17 | 1720.6 | A | 106 | Methionol | y = 34890x − 113.09 | R2 = 0.9962 | 280.00–1120.00 |
E-5-Decen-1-ol | C18 | 1795.2 | B | 67 | 1-Dodecanol | y = 300.63x + 0.7633 | R2 = 0.9962 | 2.52–20.16 |
Phenylethyl alcohol | C19 | 1920.2 | A | 91 | Phenylethyl alcohol | y = 1833.3x − 518.58 | R2 = 0.9940 | 2537.50–40600.00 |
Aldehydes/Ketones | AK | |||||||
Aldehydes | ||||||||
Nonanal | AK1 | 1399.2 | A | 57 | Nonanal | y = 97.464x − 2.3267 | R2 = 0.9929 | 0.44–28.44 |
Furfural | AK2 | 1471.8 | A | 96 | Furfural | y = 1798.6x − 2.8178 | R2 = 0.9987 | 5.25–84.00 |
Decanal | AK3 | 1504.4 | A | 43 | Decanal | y = 120.85x + 0.8893 | R2 = 0.9878 | 0.31–39.53 |
Safranal | AK4 | 1656.8 | B | 107 | α-Terpineol | y = 34.957x + 0.2522 | R2 = 0.9950 | 0.42–3.38 |
2-Butyl-2-octenal | AK5 | 1675.4 | B | 41 | Ethyl caprate | y = 277.88x − 4.4049 | R2 = 0.9917 | 4.98–39.84 |
Ketones | ||||||||
Isobutyl ketone | AK6 | 1194.0 | B | 57 | 6M5H2NE | y = 243.64x − 5.3362 | R2 = 0.9960 | 0.04–92.00 |
TMCHN e | AK7 | 1325.0 | B | 82 | 6M5H3NE | y = 275.14x − 6.922 | R2 = 0.9947 | 0.72–11.50 |
6M5H2NE f | AK8 | 1344.7 | A | 43 | 6M5H4NE | y = 278.06x − 7.1512 | R2 = 0.9971 | 0.36–23.00 |
2-Undecanone | AK9 | 1603.7 | B | 58 | Dihydropseudoionone | y = 53.532x + 0.0331 | R2 = 0.9995 | 0.93–7.44 |
β-Cyclocitral | AK10 | 1630.9 | B | 137 | α-Terpineol | y = 179.5x + 0.7247 | R2 = 0.9993 | 1.91–7.63 |
Dihydropseudoionone | AK11 | 1861.4 | A | 43 | Dihydropseudoionone | y = 50.565x + 0.0693 | R2 = 0.9981 | 0.23–14.88 |
2-Acetylpyrrole | AK12 | 1981.6 | B | 94 | Hexanal | y = 1093.5x − 17.772 | R2 = 0.9994 | 30.74–245.94 |
TMHAAL g | AK13 | 2372.3 | B | 111 | 4-Ethylphenol | y = 312.57x + 0.2238 | R2 = 0.9959 | 0.10–12.50 |
Benzenes/Phenols | B | |||||||
Benzenes | ||||||||
Isodurene | B1 | 1498.2 | B | 119 | p-Cymene | y = 54.679x − 0.1459 | R2 = 0.9956 | 0.41–3.28 |
TEMLNE h | B2 | 1677.5 | B | 159 | Ethyl salicylate | y = 79.909x + 0.0671 | R2 = 0.9932 | 0.53–17.00 |
DPPXL i | B3 | 1694.1 | B | 175 | Ethyl salicylate | y = 56.72x + 3.6823 | R2 = 0.9945 | 8.50–34.00 |
Naphthalene | B4 | 1756.0 | A | 128 | Naphthalene | y = 10.996x + 0.5718 | R2 = 0.9915 | 0.95–7.56 |
TMDHPE j | B5 | 1758.3 | B | 157 | Ethyl salicylate | y = 88.273x − 0.0789 | R2 = 0.9900 | 4.98–39.84 |
M2PB k | B6 | 1790.2 | B | 120 | Ethyl phenacetate | y = 35.188x + 0.2362 | R2 = 0.9924 | 0.84–3.38 |
Phenethyl acetate | B7 | 1826.3 | A | 104 | Phenethyl acetate | y = 69.63x + 5.0169 | R2 = 0.9996 | 17.81–285.00 |
β-Methylnaphthalene | B8 | 1870.0 | B | 142 | Ethyl salicylate | y = 60.837x + 1.9511 | R2 = 0.9906 | 2.13–34.00 |
Benzyl alcohol | B9 | 1883.4 | A | 79 | Benzyl alcohol | y = 3642.2x + 19.022 | R2 = 0.9979 | 91.56–732.50 |
Ethyl dihydrocinnamate | B10 | 1895.6 | B | 104 | Ethyl phenacetate | y = 29.931x + 0.4139 | R2 = 0.9944 | 0.42–6.75 |
α-Methylnaphthalene | B11 | 1906.9 | B | 142 | Ethyl salicylate | y = 79.909x + 0.0671 | R2 = 0.9932 | 0.53–17.00 |
4-Tolylcarbinol | B12 | 1981.6 | B | 107 | 4-Ethylphenol | y = 391.78x − 0.0605 | R2 = 0.9863 | 0.20–3.13 |
Ethyl cinnamate | B13 | 2145.3 | B | 131 | Ethyl phenacetate | y = 29.468x + 0.4874 | R2 = 0.9940 | 0.84–6.75 |
3P4HP l | B14 | 2249.8 | B | 197 | Ethyl phenacetate | y = 34.957x + 0.2522 | R2 = 0.9950 | 0.42–3.38 |
DTBPH m | B15 | 2308.7 | B | 191 | 4-Ethylphenol | y = 166.76x + 11.394 | R2 = 0.9934 | 25.00–100.00 |
Coumaran | B16 | 2403.1 | B | 120 | 4-Ethylphenol | y = 159.63x + 29.604 | R2 = 0.9862 | 12.50–800.00 |
Phenols | ||||||||
Ethyl salicylate | B17 | 1824.6 | A | 120 | Ethyl salicylate | y = 60.837x + 1.9511 | R2 = 0.9906 | 2.13–34.00 |
4-Ethylphenol | B18 | 2182.8 | A | 107 | 4-Ethylphenol | y = 162.82x + 18.57 | R2 = 0.9863 | 1.56–800.00 |
4-Vinylguaiacol | B19 | 2208.5 | B | 135 | 4-Ethylphenol | y = 141.15x + 101.45 | R2 = 0.9973 | 200.00–800.00 |
Esters Ethyl esters | E | |||||||
Ethyl Acetate | E1 | 764.8 | A | 43 | Ethyl Acetate | y = 6076.6x − 2518.1 | R2 = 0.9978 | 19187.50–153500.00 |
Ethyl butanoate | E2 | 1037.5 | A | 71 | Ethyl butanoate | y = 613.77x + 1.0444 | R2 = 0.9999 | 5.41–692.50 |
Ethyl hexanoate | E3 | 1244.4 | A | 88 | Ethyl hexanoate | y = 68.562x − 6.8083 | R2 = 1 | 40.63–650.00 |
Ethyl 3-hexenoate | E4 | 1307.6 | A | 69 | Ethyl 3-hexenoate | y = 80.813x − 0.0169 | R2 = 0.9976 | 0.62–9.94 |
Ethyl enanthate | E5 | 1337.6 | A | 88 | Ethyl enanthate | y = 35.894x + 0.1203 | R2 = 0.9997 | 0.91–3.63 |
Ethyl lactate | E6 | 1346.8 | A | 45 | Ethyl lactate | y = 28150x − 92.569 | R2 = 0.9960 | 199.22–6375.00 |
Ethyl octanoate | E7 | 1438.7 | A | 88 | Ethyl octanoate | y = 42.269x + 91.381 | R2 = 0.9998 | 318.75–1275.00 |
Ethyl mesitylacetate | E8 | 1511.8 | B | 133 | Ethyl phenacetate | y = 38.305x + 0.1918 | R2 = 0.9779 | 0.42–1.69 |
Ethyl nonanoate | E9 | 1539.5 | A | 88 | Ethyl nonanoate | y = 42.505x + 0.9106 | R2 = 0.9940 | 1.50–12.03 |
E2H4MP n | E10 | 1546.9 | A | 69 | E2H4MP | y = 394.42x + 1.2915 | R2 = 0.9999 | 8.87–35.47 |
Ethyl caprate | E11 | 1642.8 | A | 88 | Ethyl caprate | y = 78.134x + 132.78 | R2 = 0.9911 | 159.38–1275.00 |
Ethyl benzoate | E12 | 1677.4 | B | 105 | Ethyl phenacetate | y = 35.188x + 0.2362 | R2 = 0.9924 | 0.84–3.38 |
Ethyl 9-decenoate | E13 | 1694.3 | B | 55 | Ethyl laurate | y = 278.11x + 0.9429 | R2 = 0.9891 | 0.65–41.64 |
Ethyl laurate | E14 | 1847.5 | A | 88 | Ethyl laurate | y = 97.913x + 53.207 | R2 = 0.9985 | 83.28–333.13 |
Ethyl myristate | E15 | 2053.2 | B | 88 | Ethyl laurate | y = 255.61x + 3.5176 | R2 = 0.9965 | 10.41–41.64 |
Ethyl hexadecanoate | E16 | 2256.1 | B | 88 | Ethyl laurate | y = 140.86x + 16.882 | R2 = 0.9696 | 10.41–166.56 |
Acetates | ||||||||
Isobutyl acetate | E17 | 1009.6 | A | 43 | Isobutyl acetate | y = 417.2x − 134.5 | R2 = 0.9996 | 17.81–570.00 |
Isopentyl acetate | E18 | 1135.9 | A | 43 | Isopentyl acetate | y = 186.69x − 260.63 | R2 = 0.9983 | 631.88–10110.00 |
Hexyl acetate | E19 | 1298.8 | A | 43 | Hexyl acetate | y = 44.969x − 0.3454 | R2 = 0.9999 | 0.29–75.47 |
Heptyl acetate | E20 | 1377.4 | B | 43 | Hexyl acetate | y = 46.025x − 0.4832 | R2 = 0.9999 | 2.36–18.87 |
2-Ethyl-1-hexanol acetate | E21 | 1387.2 | B | 43 | 2-Heptanol | y = 224.82x − 0.2812 | R2 = 0.9985 | 1.22–19.50 |
Octyl acetate | E22 | 1477 | B | 43 | 2-Heptanol | y = 224.82x − 0.2812 | R2 = 0.9985 | 1.22–19.50 |
Trimethylene acetate | E23 | 1740.3 | B | 43 | Diethyl succinate | y = 749.61x + 12.249 | R2 = 0.9987 | 38.67–309.38 |
Other esters | ||||||||
Isobutyl hexanoate | E24 | 1357.7 | B | 99 | Styrene | y = 54.92x − 0.4452 | R2 = 0.9928 | 0.25–3.99 |
Methyl octanoate | E25 | 1393.8 | A | 74 | Methyl octanoate | y = 23.885x + 0.7001 | R2 = 0.9991 | 0.76–48.75 |
Isopentyl hexanoate | E26 | 1462.3 | A | 70 | Isopentyl hexanoate | y = 58.981x + 0.1264 | R2 = 0.9945 | 0.61–9.77 |
Isobutyl octanoate | E27 | 1554.6 | B | 57 | Isoamyl caprylate | y = 33.7x + 0.8987 | R2 = 0.9878 | 0.63–10.13 |
Methyl caprate | E28 | 1599.0 | B | 74 | Ethyl caprate | y = 277.88x − 4.4049 | R2 = 0.9917 | 4.98–39.84 |
Isoamyl octanoate | E29 | 1662.7 | A | 70 | Isoamyl octanoate | y = 25.546x + 1.5448 | R2 = 0.9815 | 0.63–20.25 |
Diethyl succinate | E30 | 1680.1 | A | 101 | Diethyl succinate | y = 709.47x + 17.935 | R2 = 0.9991 | 38.67–618.75 |
Isoamyl decanoate | E31 | 1866.8 | B | 70 | Isoamyl caprylate | y = 32.527x + 1.1504 | R2 = 0.9920 | 1.27–10.13 |
IMDMMP o | E32 | 1883.2 | B | 71 | Isoamyl caprylate | y = 25.382x + 1.5173 | R2 = 0.9829 | 0.63–20.25 |
NA3MBE p | E33 | 1905.7 | B | 141 | Isoamyl caprylate | y = 32.527x + 1.1504 | R2 = 0.9920 | 1.27–10.13 |
Others | O | |||||||
Styrene | O1 | 1269.8 | A | 104 | Styrene | y = 37.916x + 1.5324 | R2 = 0.9989 | 31.94–127.75 |
α-Ionene | O2 | 1489.7 | B | 159 | Ethyl salicylate | y = 60.837x + 1.9511 | R2 = 0.9906 | 2.13–34.00 |
ODETM q | O3 | 1549.5 | B | 138 | Ethyl salicylate | y = 78.368x + 0.3169 | R2 = 0.9952 | 1.06–17.00 |
α-Cedrene | O4 | 1625.9 | B | 119 | E-Nerolidol | y = 12.967x + 0.0836 | R2 = 0.9864 | 0.03–2.13 |
α-Calacorene | O5 | 1931.9 | B | 157 | Ethyl salicylate | y = 76.261x + 0.6681 | R2 = 0.9980 | 2.13–17.00 |
β-Ionone | O6 | 1951.7 | B | 177 | Ethyl salicylate | y = 78.368x + 0.3169 | R2 = 0.9952 | 1.06–17.00 |
DMUDL r | O7 | 1955.5 | B | 109 | E-Nerolidol | y = 16.415x + 0.0339 | R2 = 0.9952 | 0.07–1.06 |
Cedrol | O8 | 2137.5 | B | 95 | E-Nerolidol | y = 15.972x + 0.0556 | R2 = 0.9981 | 0.13–1.06 |
Volatile (µg/L) | DF | DF-G | DP | DP-G | FF | FF-G | FP | FP-G |
---|---|---|---|---|---|---|---|---|
Volatile acids | ||||||||
DMECAd | 40.8 ± 1.5 a * | 41.2 ± 1.0 a | 39.8 ± 0.7 a | 41.3 ± 1.4 a | 2.5 ± 0.0 b | 2.5 ± 0.1 b | 2.6 ± 0.2 b | 2.4 ± 0.1 b |
Acetic acid | 172.6 ± 53.0 bc | 199.8 ± 96.6 bc | 135.5 ± 81.7 c | 177.3 ± 32.0 bc | 469.4 ± 122.5 abc | 417.6 ± 86.1 abc | 639.3 ± 121.1 a | 525.3 ± 101.0 ab |
Butanoic acid | 1506.8 ± 135.7 a | 1489.4 ± 359.1 a | 1488.7 ± 213.3 a | 1503.4 ± 69.9 a | 414.3 ± 99.4 b | 412.4 ± 13.0 b | 418.2 ± 71.9 b | 373.7 ± 5.8 b |
α-Methylbutyric acid | 1532.2 ± 42.6 a | 1450.2 ± 188.3 a | 1544.0 ± 210.31 a | 1519.5 ± 14.8 a | 531.2 ± 104.0 b | 488.5 ± 6.4 b | 539.4 ± 9.3 b | 473.4 ± 5.3 b |
Octanoic acid | 1018.7 ± 49.8 a | 819.8 ± 297.4 a | 1045.5 ± 122.6 a | 914.2 ± 10.2 a | 740.8 ± 318.8 a | 598.5 ± 172.9 a | 610.5 ± 39.9 a | 563.6 ± 38.0 a |
Decanoic acid | 2712.4 ± 146.2 a | 2186.8 ± 995.4 a | 6053.6 ± 1901.4 a | 3325.7 ± 203.0 a | 5047.2 ± 1410.4 a | 4215.8 ± 1303.4 a | 2570.7 ± 28.2 a | 2752.2 ± 385.4 a |
Total | 6983.5 ± 340.5 ab | 6187.3 ± 1936.0 ab | 10306.8 ± 1274.1 a | 7481.4 ± 98.0 ab | 7205.3 ± 2055.1 ab | 6135.4 ± 1568.9 ab | 4780.6 ± 195.3 b | 4690.6 ± 235.5 b |
Higher alcohols | ||||||||
2-Methyl-1-propanol | 35548.7 ± 1625.3 a | 35130.6 ± 589.8 a | 36260.1 ± 1605.77 a | 35318.8 ± 1043.7 a | 23463.5 ± 907.0 b | 23601.0 ± 687.37 b | 20073.4 ± 98.2 b | 20012.0 ± 418.5 b |
1-Butanol | 967.2 ± 87.1 a | 955.0 ± 104.7 a | 948.5 ± 42.7 a | 953.4 ± 10.5 a | 948.0 ± 33.48 a | 978.0 ± 61.4 a | 929.3 ± 103.8 a | 866.2 ± 16.9 a |
Isopentyl alcohol | 187579.3 ± 2742.2 b | 184874.0 ± 6446.52 b | 188753.9 ± 5009.5 b | 183698.5 ± 816.3 b | 217389.5 ± 7670.1 a | 214993.6 ± 267.8 a | 173630.3 ± 1822.6 b | 173019.9 ± 48.9 b |
Pentyl alcohol | 17.0 ± 3.19 c | 21.4 ± 3.1 bc | 17.9 ± 3.3 c | 15.7 ± 0.3 c | 28.1 ± 1.1 ab | 27.5 ± 3.0 ab | 32.1 ± 0.2 a | 34.3 ± 1.8 a |
1-Hexanol | 91.5 ± 3.0 b | 99.3 ± 5.3 b | 92.8 ± 6.5 b | 90.5 ± 5.1 b | 94.5 ± 2.7 b | 101.5 ± 1.7 b | 160.7 ± 1.0 a | 169.1 ± 2.7 a |
(Z)-3-Hexen-1-ol | 123.8 ± 21.6 a | 132.7 ± 5.2 a | 134.0 ± 4.58 a | 115.6 ± 8.4 a | 100.3 ± 0.4 a | 122.4 ± 21.7 a | 129.8 ± 32.3 a | 144.4 ± 29.2 a |
2-Heptanol | 5.6 ± 0.1 c | 5.7 ± 0.3 c | 6.3 ± 0.2 bc | 6.3 ± 0.1 bc | 7.8 ± 0.3 a | 7.3 ± 0.1 ab | 6.7 ± 0.1 abc | 7.8 ± 0.6 a |
3-Ethoxy-1-propanol | 39.9 ± 1.6 a | 35.1 ± 15.8 a | 33.7 ± 9.1 a | 32.6 ± 1.1 a | 32.5 ± 3.1 a | 26.4 ± 6.1 a | 34.9 ± 2.9 a | 32.4 ± 3.8 a |
1-Octen-3-ol | 6.8 ± 0.6 a | 7.6 ± 0.1 a | 6.9 ± 0.3 a | 8.0 ± 0.56 a | 9.4 ± 3.8 a | 13.6 ± 0.1 a | 13.9 ± 0.5 a | 13.2 ± 8.1 a |
Sulcatol | TR ** | TR | TR | TR | TR | TR | TR | TR |
2-Ethyl-1-hexanol | 12.2 ± 0.2 f | 13.0 ± 0.4 ef | 16.2 ± 1.2 cd | 15.4 ± 0.3 de | 19.4 ± 1.4 b | 18.4 ± 0.2 bc | 75.5 ± 0.5 a | 76.0 ± 0.2 a |
[R-(R*,R*)]-2,3-Butanediol | 375898.6 ± 82505.1 a | 363649.8 ± 241292.74 a | 348050.8 ± 196950.2 a | 279674.0 ± 61987.2 a | 1766887.6 ± 1645173.9 a | 979257.2 ± 660565.6 a | 1313477.4 ± 699634.8 a | 1735789.3 ± 233651.6 a |
1-Octanol | 10.9 ± 2.9 b | 11.1 ± 2.0 b | 9.3 ± 2.1 b | 10.2 ± 1.2 b | 12.3 ± 0.8 b | 11.8 ± 0.5 b | 31.9 ± 0.7 a | 33.1 ± 0.5 a |
[S-(R*,R*)]-2,3-Butanediol | 117488.4 ± 16482.5 a | 123910.7 ± 67104.1 a | 124577.5 ± 48004.6 a | 86202.4 ± 13306.7 a | 305149.2 ± 252625.20 a | 190949.9 ± 107619.4 a | 205124.8 ± 82211.3 a | 338514.7 ± 20924.2 a |
trans-2-Octenol | 9.5 ± 0.7 b | 10.3 ± 0.4 b | 9.5 ± 0.3 b | 10.0 ± 1.21 b | 5.3 ± 0.4 a | 5.0 ± 0.1 a | 4.6 ± 0.0 a | 5.9 ± 0.5 a |
1-Nonanol | 0.1 ± 0.0 c | 0.1 ± 0.0 c | 0.1 ± 0.0 c | 0.1 ± 0.0 c | 0.2 ± 0.0 b | 0.2 ± 0.0 bc | 0.3 ± 0.0 a | 0.3 ± 0.0 a |
Methionol | 1316.9 ± 37.0 a | 1162.2 ± 63.3 a | 1276.4 ± 540.2 a | 1280.3 ± 143.6 a | 775.5 ± 483.1 a | 544.1 ± 340.8 a | 816.2 ± 254.5 a | 770.5 ± 168.4 a |
E-5-Decen-1-ol | ND *** | ND | ND | ND | 8.9 ± 1.7 b | 7.7± 0.8 b | 61.7 ± 1.2 a | 58.8 ± 1.1 a |
Phenylethyl Alcohol | 20978.7 ± 1150.9 a | 20111.8 ± 5434.5 a | 19807.4 ± 7958.7 a | 20117.5 ± 489.0 a | 15526.1 ± 8671.7 a | 11607.3 ± 4687.1 a | 14267.9 ± 1231.0 a | 13133.9 ± 2106.6 a |
Total | 740054.1 ± 98959.9 a | 730092.8 ± 320914.5 a | 719960.1 ± 246869.2 a | 607507.9 ± 77776.8 a | 2330406.2 ± 1915574.3 a | 1422220.4 ± 773718.3 a | 1728818.3 ± 781475.9 a | 2282631.4 ± 257372.4 a |
Aldehyde/Ketones | ||||||||
Nonanal | 14.2 ± 0.3 a | 15.7 ± 1.2 a | 10.7 ± 0.7 a | 12.8 ± 0.0 a | 5.8 ± 0.3 a | 5.1 ± 0.3 a | 4.5 ± 0.3 a | 4.5 ± 0.9 a |
Furfural | 492.2 ± 0.8 a | 484.6 ± 32.0 a | 436.9 ± 38.4 a | 465.3 ± 4.0 a | 11.7 ± 2.9 b | 11.7 ± 3.3 b | 12.8 ± 1.6 b | 11.8 ± 0.3 b |
Decanal | 3.7 ± 0.7 a | 4.9 ± 1.0 a | 2.5 ± 0.0 a | 4.5 ± 0.6 a | 4.0 ± 0.90 a | 2.4 ± 0.3 a | 2.4 ± 0.6 a | 3.7 ± 1.2 a |
Safranal | 2.3 ± 0.0 a | 2.4 ± 0.2 a | 2.2 ± 0.1 a | 2.2 ± 0.1 a | 0.5 ± 0.0 b | 0.5 ± 0.0 b | 0.6 ± 0.0 b | 0.6 ± 0.0 b |
2-Butyl-2-octenal | 16.7 ± 1.3 a | 17.1 ± 3.1 a | 17.4 ± 3.4 a | 18.1 ± 0.4 a | 11.9 ± 2.4 a | 10.6 ± 1.4 a | 11.0 ± 1.1 a | 10.9 ± 1.3 a |
Isobutyl ketone | 22.0 ± 5.0 ab | 24.0 ± 8.0 ab | 7.58 ± 5.93 ab | 33.1 ± 13.2 a | TR | 2.48 ± 0.37 b | TR | 0.09 ± 0.53 b |
TMCHN | TR | TR | TR | TR | TR | TR | TR | TR |
6M5H2NE | 11.0 ± 1.15 a | 11.9 ± 4.1 a | 8.2 ± 1.1 a | 8.0 ± 0.7 a | TR | TR | TR | TR |
2-Undecanone | 1.9 ± 0.0 b | 2.1 ± 0.1 b | 2.0 ± 0.1 a | 2.0 ± 0.07 a | 3.5 ± 0.5 c | 3.2 ± 0.1 c | 3.6 ± 0.0 d | 3.9 ± 0.2 cd |
β-Cyclocitral | 6.5 ± 0.1 a | 6.6 ± 0.4 a | 5.6 ± 0.0 b | 5.6 ± 0.1 b | 3.0 ± 0.2 c | 3.4 ± 0.3 c | 5.3 ± 0.1 b | 4.9 ± 0.1 b |
Dihydropseudoionone | 4.4 ± 0.4 ab | 4.5 ± 0.1 ab | 5.5 ± 2.3 a | 3.7 ± 0.1 abc | 1.3 ± 0.3 cd | 0.9 ± 0.1 c | 2.7 ± 0.0 abc | 2.8 ± 0.1 abc |
2-Acetylpyrrole | 121.6 ± 8.1 a | 116.16 ± 43.2 a | 114.3 ± 53.6 a | 111.7 ± 0.5 a | ND | ND | ND | ND |
TMHAAL | 6.8 ± 0.34 a | 6.5 ± 1.6 a | 7.1 ± 1.6 a | 6.0 ± 0.45 a | 0.9 ± 0.1 b | 1.6 ± 0.5 b | 1.4 ± 0.1 b | 1.1 ± 0.1 b |
Total | 702.1 ± 13.8 a | 696.3 ± 70.2 a | 618.8 ± 100.2 b | 671.7 ± 8.3 ab | 37.4 ± 7.0 c | 37.4 ± 6.0 c | 42.3 ± 0.0 c | 43.4 ± 1.9 c |
Benzene | ||||||||
Isodurene | 4.3 ± 0.1 a | 4.1 ± 0.2 a | 4.6 ± 0.2 a | 4.6 ± 0.4 a | 1.3 ± 0.0 b | 1.3 ± 0.1 b | 1.0 ± 0.1 b | 0.9 ± 0.0 b |
TEMLNE | 7.2 ± 0.1 a | 5.8 ± 1.4 abc | 5.8 ± 2.1 abc | 6.9 ± 0.7 ab | 2.8 ± 0.6 c | 2.2 ± 0.2 c | 3.8 ± 0.1 abc | 3.1 ± 0.7 bc |
DPPXL | 31.1 ± 0.9 a | 29.2 ± 1.3 ab | 24.3 ± 7.7 abc | 28.4 ± 2.0 ab | 18.4 ± 1.5 bc | 18.2 ± 0.1 bc | 16.7 ± 0.6 c | 16.5 ± 0.6 c |
Naphthalene | 4.5 ± 0.2 a | 5.3 ± 0.4 a | 4.5 ± 0.3 a | 4.7 ± 0.1 a | 2.2 ± 0.3 b | 2.0 ± 0.1 b | 2.3 ± 0.0 b | 2.3 ± 0.0 b |
TMDHPE | 6.2 ± 0.2 a | 5.9 ± 0.1 a | 5.3 ± 1.1 a | 5.8 ± 0.5 a | 1.9 ± 0.2 b | 1.6 ± 0.0 b | 2.4 ± 0.2 b | 2.4 ± 0.3 b |
M2PB | 1.5 ± 0.1 ab | 1.6 ± 0.0 ab | 1.5 ± 0.1 ab | 1.3 ± 0.0 b | 1.9 ± 0.3 a | 1.7 ± 0.0 ab | 1.7 ± 0.0 ab | 1.7 ± 0.1 ab |
Phenethyl acetate | 144.7 ± 10.9 a | 141.0 ± 17.4 a | 114.9 ± 15.3 a | 122.2 ± 1.0 a | 43.6 ± 7.4 b | 37.5 ± 2.1 b | 28.1 ± 0.7 b | 26.4 ± 0.2 b |
β-Methylnaphthalene | 17.2 ± 0.4 a | 16.0 ± 1.6 a | 16.0 ± 1.8 a | 17.0 ± 0.44 a | 5.6 ± 0.7 b | 5.4 ± 0.1 b | 4.7 ± 0.1 b | 4.7 ± 0.1 b |
Benzyl alcohol | 308.3 ± 2.0 a | 297.9 ± 60.4 a | 305.6 ± 111.7 a | 314.6 ± 7.7 a | 314.5 ± 140.8 a | 289.1 ± 75.4 a | 527.1 ± 23.0 a | 514.1 ± 80.8 a |
Ethyl dihydrocinnamate | 1.2 ± 0.0 b | 1.3 ± 0.1 b | 1.2 ± 0.0 b | 1.3 ± 0.0 b | 3.2 ± 0.6 a | 2.7 ± 0.2 a | 3.2 ± 0.1 a | 3.1 ± 0.1 a |
α-Methylnaphthalene | 11.4 ± 0.2 a | 10.8 ± 0.7 a | 11.1 ± 1.1 a | 11.5 ± 0.3 a | 2.7 ± 0.5 b | 2.1 ± 0.1 b | 2.0 ± 0.1 b | 1.9 ± 0.1 b |
4-Tolylcarbinol | 1.4 ± 0.1 a | 1.3 ± 0.3 a | 1.4 ± 0.1 a | 1.4 ± 0.1 a | 0.9 ± 0.9 | 0.5 ± 0.1 | 1.0 ± 0.06 | 1.0 ± 0.0 |
Ethyl cinnamate | 1.9 ± 0.2 a | 2.5 ± 0.5 a | 2.4 ± 0.4 a | 2.9 ± 0.1 a | 2.1 ± 0.4 a | 2.5 ± 0.3 a | 1.8 ± 0.0 a | 2.2 ± 0.1 a |
3P4HP | 1.9 ± 0.0 a | 1.9 ± 0.1 a | 1.1 ± 0.1 b | 1.2 ± 0.1 b | ND | ND | ND | ND |
DTBPHm | 41.5 ± 5.0 a | 46.0 ± 0.9 a | 44.0 ± 0.7 a | 47.0 ± 1.0 a | 49.2 ± 9.7 a | 38.7 ± 4.8 a | 39.2 ± 2.6 a | 40.8 ± 1.3 a |
Coumaran | 202.5 ± 4.54 a | 196.6 ± 43.0 a | 240.6 ± 66.7 a | 219.0 ± 3.9 a | 1096.6 ± 651.1 a | 622.4 ± 312.0 a | 970.0 ± 132.30 a | 981.9 ± 22.0 a |
Ethyl salicylate | 6.1 ± 0.97 b | 11.8 ± 3.6 a | 4.3 ± 0.3 b | 4.8 ± 0.3 b | 5.8 ± 0.7 b | 5.3 ± 0.3 b | 5.3 ± 0.1 b | 5.6 ± 0.0 b |
4-Ethylphenol | 1466.5 ± 3.1 b | 1480.8 ± 5.3 b | 1482.8 ± 14.6 b | 1464.6 ± 0.9 b | 8167.3 ± 3706.2 a | 6012.7 ± 1923.9 ab | 11677.1 ± 140.4 a | 9968.4 ± 1214.6 a |
4-Vinylguaiacol | 329.1 ± 9.4 a | 310.5 ± 56.6 a | 372.2 ± 93.1 a | 371.6 ± 4.6 a | 791.7 ± 394.5 a | 548.7 ± 211.3 a | 656.6 ± 15.3 a | 617.2 ± 60.1 a |
Total | 2588.3 ± 23.0 b | 2570.2 ± 185.4 b | 2643.6 ± 285.7 b | 2630.6 ± 23.2 b | 10511.8 ± 4916.4 ab | 7594.7 ± 2530.2 ab | 13943.7 ± 312.4 a | 12194.2 ± 1375.9 a |
Esters | ||||||||
Ethyl Acetate | 74687.2 ± 1416.4 a | 78072.4 ± 2474.7 a | 75663.3 ± 6509.8 a | 72540.3 ± 646.6 a | 47864.3 ± 1550.9 b | 49750.7 ± 3003.3 b | 52201.6 ± 1608.2 b | 57245.4 ± 1761.9 b |
Ethyl butanoate | 306.4 ± 15.3 a | 315.7 ± 17.8 a | 306.2 ± 23.2 a | 294.7 ± 11.6 a | 87.4 ± 0.1 b | 93.1 ± 7.2 b | 39.8 ± 0.7 b | 42.4 ± 0.7 b |
Ethyl hexanoate | 395.7 ± 21.7 a | 402.1 ± 20.1 a | 378.9 ± 12.10 a | 366.3 ± 15.6 a | 147.0 ± 0.8 bc | 154.5 ± 14.4 b | 95.2 ± 3.4 c | 99.4 ± 3.0 c |
Ethyl 3-hexenoate | 2.4 ± 0.2 d | 3.0 ± 0.4 d | 1.6 ± 1.1 d | 2.6 ± 0.0 d | 8.5 ± 0.0 ab | 9.1 ± 0.3 a | 6.8 ± 0.3 c | 7.0 ± 0.2 bc |
Ethyl enanthate | 3.1 ± 0.1 a | 3.1 ± 0.1 a | 3.0 ± 0.0 a | 2.8 ± 0.1 a | 1.6 ± 0.0 b | 1.6 ± 0.1 b | 1.5 ± 0.1 b | 1.5 ± 0.1 b |
Ethyl lactate | 3460.5 ± 645.5 a | 3190.9 ± 907.9 a | 3265.6 ± 604.4 a | 3387.4 ± 131.4 a | 4251.8 ± 507.7 a | 4276.0 ± 520.7 a | 4818.9 ± 994.4 a | 4173.8 ± 365.8 a |
Ethyl octanoate | 931.8 ± 18.3 ab | 955.1 ± 6.3 a | 858.0 ± 39.6 b | 898.5 ± 43.4 ab | 506.8 ± 18.8 c | 527.3 ± 2.3 c | 370.5 ± 1.0 d | 403.9 ± 4.5 d |
Ethyl mesitylacetate | 1.1 ± 0.1 a | 1.0 ± 0.0 a | 1.0 ± 0.0 a | 1.0 ± 0.0 a | 0.5 ± 0.0 b | 0.5 ± 0.1 b | 0.4 ± 0.0 b | 0.4 ± 0.0 b |
Ethyl nonanoate | 4.0 ± 0.2 a | 4.3 ± 0.1 a | 4.2 ± 0.7 a | 3.7 ± 1.1 a | 7.5 ± 0.6 a | 7.9 ± 2.4 a | 7.0 ± 0.6 a | 6.1 ± 1.5 a |
E2H4MP | 16.0 ± 0.59 c | 16.1 ± 0.8 c | 18.3 ± 2.1 bc | 18.1 ± 0.2 bc | 27.4 ± 2.1 a | 25.0 ± 2.3 a | 24.6 ± 1.3 a | 24.0 ± 1.3 ab |
Ethyl caprate | 738.6 ± 0.1 b | 746.7 ± 14.1 b | 888.1 ± 54.1 a | 922.8 ± 46.2 a | 620.0 ± 58.9 bc | 601.1 ± 4.4 c | 426.7 ± 4.2 d | 462.0 ± 1.6 d |
Ethyl benzoate | 1.7 ± 0.1 a | 1.8 ± 0.1 a | 1.7 ± 0.1 a | 1.8 ± 0.1 a | 1.7 ± 0.2 a | 1.7 ± 0.1 a | 1.5 ± 0.1 a | 1.6 ± 0.0 a |
Ethyl 9-decenoate | 17.1 ± 1.1 a | 18.4 ± 1.7 a | 16.2 ± 2.3 a | 18.9 ± 1.3 a | 3.9 ± 0.0 b | 3.5 ± 0.0 b | 3.4 ± 0.1 b | 3.5 ± 0.0 b |
Ethyl laurate | 135.3 ± 2.6 bcd | 137.3 ± 4.6 abcd | 173.2 ± 13.4 bc | 182.6 ± 11.6 a | 153.5 ± 26.7 abc | 119.4 ± 2.7 cd | 96.8 ± 0.0 d | 99.3 ± 2.9 d |
Ethyl myristate | 24.0 ± 0.5 a | 23.3 ± 5.7 a | 22.9 ± 4.2 a | 27.5 ± 1.1 a | 22.3 ± 3.9 a | 20.8 ± 1.6 a | 19.4 ± 2.1 a | 24.8 ± 3.9 a |
Ethyl hexadecanoate | 38.7 ± 1.0 bc | 33.6 ± 4.8 c | 39.9 ± 1.1 bc | 40.0 ± 2.2 bc | 60.9 ± 11.8 a | 54.9 ± 5.3 ab | 61.4 ± 3.3 a | 70.4 ± 1.0 a |
Isobutyl acetate | 206.8 ± 13.2 a | 216.3 ± 17.0 a | 158.9 ± 14.6 b | 154.6 ± 0.4 b | 61.8 ± 8.4 c | 68.0 ± 12.2 c | 17.2 ± 2.2 d | 33.4 ± 6.7 cd |
Isopentyl acetate | 4878.4 ± 338.0 a | 5027.3 ± 383.3 a | 3790.5 ± 325.2 b | 3603.7 ± 160.7 b | 2382.1 ± 5.8 c | 2515.1 ± 158.2 c | 1110.7 ± 11.2 d | 1182.4 ± 48.9 d |
Hexyl acetate | 9.10 ± 0.5 a | 9.3 ± 0.3 a | 6.8 ± 0.4 b | 6.5 ± 0.1 b | 1.3 ± 0.1 cd | 2.3 ± 0.0 c | 1.2 ± 0.7 cd | 0.7 ± 0.5 d |
Heptyl acetate | 0.5 ± 0.3 a | 0.4 ± 0.2 a | 0.3 ± 0.1 a | 0.2 ± 0.0 a | 0.2 ± 0.1 a | 0.1 ± 0.1 a | 0.1 ± 0.2 a | 0.2 ± 0.1 a |
2-Ethyl-1-hexanol acetate | 13.1 ± 1.3 a | 13.2 ± 0.5 a | 13.0 ± 1.3 a | 8.1 ± 6.8 a | 8.6 ± 0.3 a | 8.3 ± 0.4 a | 9.2 ± 0.2 a | 9.9 ± 0.7 a |
Octyl acetate | 7.5 ± 0.5 ab | 7.8 ± 0.4 ab | 7.2 ± 0.9 ab | 8.3 ± 0.9 a | 4.5 ± 1.2 b | 5.7 ± 0.3 ab | 5.4 ± 1.6 ab | 5.3 ± 0.6 ab |
Trimethylene acetate | 129.3 ± 33.4 a | 135.0 ± 39.4 a | 122.4 ± 33.8 a | 105.1 ± 14.0 a | 435.3 ± 324.9 a | 243.1 ± 123.2 a | 265.8 ± 116.0 a | 381.8 ± 9.4 a |
Isobutyl hexanoate | 0.6 ± 0.2 ab | 0.5 ± 0.0 a | 0.4 ± 0.0 c | 0.4 ± 0.0 bc | ND | ND | ND | ND |
Methyl octanoate | 5.2 ± 0.1 a | 5.5 ± 0.1 a | 5.1 ± 0.2 a | 3.4 ± 2.4 a | 2.6 ± 0.1 a | 2.7 ± 0.0 a | 2.3 ± 0.0 a | 2.4 ± 0.0 a |
Isopentyl hexanoate | 7.0 ± 0.1 a | 7.4 ± 0.3 a | 6.4 ± 0.6 a | 7.0 ± 0.4 a | 2.3 ± 0.0 b | 2.3 ± 0.1 b | 1.5 ± 0.0 b | 1.7 ± 0.0 b |
Isobutyl octanoate | 2.7 ± 0.5 a | 2.6 ± 0.6 a | 2.3 ± 0.4 a | 2.4 ± 0.4 a | 3.0 ± 0.4 a | 1.6 ± 0.1 a | 2.8 ± 1.9 a | 4.3 ± 0.1 a |
Methyl caprate | 12.2 ± 0.2 a | 12.1 ± 0.1 a | 18.3 ± 1.4 a | 18.9 ± 1.2 a | 6.8 ± 1.1 a | 6.7 ± 0.1 a | 3.4 ± 0.1 a | 4.5 ± 0.3 a |
Isoamyl octanoate | 9.4 ± 0.3 ab | 9.7 ± 0.4 a | 7.7 ± 0.7 b | 8.3 ± 0.8 ab | 4.5 ± 0.2 c | 4.6 ± 0.0 c | 3.7 ± 0.1 c | 4.2 ± 0.1 c |
Diethyl succinate | 125.6 ± 2.5 b | 126.4 ± 13.2 b | 216.0 ± 45.4 a | 227.6 ± 5.7 a | 100.5 ± 30.0 | 87.5 ± 13.5 b | 108.4 ± 3.5 b | 92.0 ± 9.5 b |
Isoamyl decanoate | 4.6 ± 0.1 a | 4.6 ± 0.4 a | 5.2 ± 0.0 a | 5.5 ± 0.4 a | 3.2 ± 0.3 b | 2.9 ± 0.0 bc | 2.0 ± 0.0 d | 2.2 ± 0.0 cd |
IMDMMPo | 19.7 ± 1.5 a | 19.4 ± 1.3 a | 12.5 ± 1.0 b | 13.3 ± 0.4 b | 3.1 ± 0.7 c | 2.5 ± 0.9 c | 2.0 ± 0.3 c | 2.3 ± 0.8 c |
NA3MBE | 5.2 ± 0.1 a | 5.0 ± 0.2 a | 5.0 ± 0.4 a | 5.3 ± 0.2 a | 2.1 ± 0.2 b | 1.9 ± 0.0 b | 1.9 ± 0.0 b | 1.8 ± 0.0 b |
Total | 86200.3 ± 1208.5 a | 89527.3 ± 1927.2 a | 86020.1 ± 6080.8 a | 82887.4 ± 822.9 a | 56786.7 ± 2501.9 b | 58602.3 ± 2531.9 b | 59713.0 ± 716.2 b | 64394.2 ± 1452.0 b |
Others | ||||||||
Styrene | 97.1 ± 1.7 ab | 97.8 ± 2.1 ab | 83.3 ± 3.5 b | 86.5 ± 2.7 b | 93.5 ± 3.5 ab | 105.7 ± 7.5 a | 65.5 ± 4.2 c | 67.3 ± 1.9 c |
α-Ionene | 7.8 ± 0.2 a | 6.9 ± 0.2 a | 6.4 ± 2.2 a | 7.2 ± 0.7 a | 2.6 ± 0.4 a | 2.2 ± 0.1 a | 3.8 ± 0.2 a | 3.8 ± 0.3 a |
ODETMq | 2.7 ± 0.1 c | 2.8 ± 0.1 c | 2.6 ± 0.0 cd | 2.7 ± 0.2 c | 6.0 ± 0.2 b | 6.7 ± 0.0 ab | 6.6 ± 0.1 b | 7.5 ± 0.5 a |
α-Cedrene | 2.1 ± 0.0 a | 2.0 ± 0.1 a | 1.2 ± 0.2 a | 1.4 ± 0.2 a | 0.2 ± 0.0 b | 0.1 ± 0.0 b | 0.1 ± 0.0 b | 0.1 ± 0.0 b |
α-Calacorene | 6.2 ± 0.1 a | 5.8 ± 0.2 ab | 5.2 ± 1.4 ab | 5.9 ± 0.5 ab | 4.4 ± 0.6 ab | 3.9 ± 0.0 b | 4.0 ± 0.0 ab | 3.9 ± 0.2 b |
β-Ionone | 7.4 ± 0.8 a | 7.3 ± 0.8 a | 6.5 ± 0.4 a | 6.8 ± 0.2 a | 1.7 ± 0.3 c | 1.8 ± 0.2 c | 4.5 ± 0.0 b | 4.1 ± 0.0 b |
DMUDL | 0.4 ± 0.1 ab | 0.4 ± 0.1 ab | 0.5 ± 0.0 a | 0.5 ± 0.0 a | 0.2 ± 0.1 c | 0.2 ± 0.0 c | 0.3 ± 0.0 bc | 0.3 ± 0.0 bc |
Cedrol | 0.5 ± 0.1 a | 0.4 ± 0.0 a | 0.3 ± 0.0 b | 0.3 ± 0.0 b | ND | ND | ND | ND |
Total | 124.1 ± 1.0 a | 123.5 ± 0.8 a | 106.0 ± 7.77 a | 111.2 ± 4.5 a | 108.7 ± 1.9 a | 120.6 ± 7.2 a | 84.8 ± 4.0 b | 86.9 ± 2.8 b |
Volatile | T-test between DW and FW | Dried Goji Berry Fermented Wine | Fresh Goji Berry Fermented Wine | ||||
---|---|---|---|---|---|---|---|
p Value | p Value | ||||||
Pressing | Glycosidase | Interaction | Pressing | Glycosidase | Interaction | ||
Volatile acids | |||||||
DMECA | 16.35 *** | 0.639 | 0.316 | 0.584 | 0.758 | 0.386 | 0.427 |
Acetic acid | 0.33 *** | 0.582 | 0.527 | 0.890 | 0.145 | 0.341 | 0.706 |
Butanoic acid | 3.70 *** | 0.990 | 0.994 | 0.924 | 0.710 | 0.624 | 0.651 |
α-Methylbutyric acid | 3.47 *** | 0.599 | 0.537 | 0.66 | 0.567 | 0.367 | 0.489 |
Octanoic acid | 1.51 ** | 0.626 | 0.225 | 0.784 | 0.559 | 0.506 | 0.732 |
Decanoic acid | 0.98 | 0.043 * | 0.100 | 0.223 | 0.047 * | 0.663 | 0.505 |
Total | 1.37 * | 0.052 | 0.097 | 0.313 | 0.107 | 0.546 | 0.687 |
Higher alcohols | |||||||
2-Methyl-1-propanol | 1.63 *** | 0.648 | 0.498 | 0.789 | 0.001 ** | 0.934 | 0.829 |
Isopentyl alcohol | 0.96 | 1.000 | 0.273 | 0.720 | 0.0001 *** | 0.619 | 0.765 |
Pentyl alcohol | 0.59 *** | 0.278 | 0.598 | 0.164 | 0.014 * | 0.565 | 0.350 |
1-Hexanol | 0.71 * | 0.362 | 0.487 | 0.235 | 0.000 *** | 0.007 ** | 0.673 |
2-Heptanol | 0.81 *** | 0.014 * | 0.707 | 0.608 | 0.314 | 0.317 | 0.029 * |
1-Octen-3-ol | 0.58 ** | 0.478 | 0.042 * | 0.777 | 0.557 | 0.617 | 0.475 |
2-Ethyl-1-hexanol | 0.30 ** | 0.002 ** | 0.949 | 0.146 | 0.000 *** | 0.633 | 0.261 |
[R-(R*,R*)]-2,3-Butanediol | 0.24 ** | 0.655 | 0.746 | 0.821 | 0.001 *** | 0.801 | 0.423 |
1-Octanol | 0.46 ** | 0.458 | 0.754 | 0.832 | 0.000 *** | 0.408 | 0.125 |
[S-(R*,R*)]-2,3-Butanediol | 0.43 ** | 0.638 | 0.624 | 0.498 | 0.827 | 0.929 | 0.290 |
trans-2-Octenol | 0.56 *** | 0.543 | 0.240 | 0.481 | 0.085 | 0.879 | 0.227 |
1-Nonanol | 0.43 *** | 0.010 ** | 0.000 *** | 0.040 * | 0.005 ** | 0.300 | 0.278 |
Methionol | 1.73 *** | 0.855 | 0.724 | 0.711 | 0.601 | 0.587 | 0.713 |
(E)-5-Decen-1-ol | 0.00 ** | 0 | 0 | 0 | 0.000 *** | 0.077 | 0.384 |
Phenylethyl Alcohol | 1.49 ** | 0.874 | 0.939 | 0.872 | 0.972 | 0.52 | 0.718 |
Total | 0.36 ** | 0.659 | 0.704 | 0.750 | 0.877 | 0.833 | 0.405 |
Aldehyde/Ketones | |||||||
Furfural | 39.11 *** | 0.103 | 0.59 | 0.369 | 0.733 | 0.782 | 0.801 |
Decanal | 1.26 | 0.176 | 0.029 ** | 0.453 | 0.859 | 0.795 | 0.070 |
Safranal | 3.85 *** | 0.111 | 0.728 | 0.810 | 0.000 *** | 0.176 | 0.270 |
2-Butyl-2-octenal | 1.25 *** | 0.649 | 0.761 | 0.963 | 0.811 | 0.598 | 0.639 |
Isobutyl ketone | 16.21 ** | 0.682 | 0.088 | 0.126 | 0.003 ** | 0.003 ** | 0.378 |
TMCHN | 0.00 * | 0 | 0 | 0 | 0.002 ** | 0.463 | 0.463 |
6M5H2NE | *** | 0.102 | 0.821 | 0.745 | 0 | 0 | 0 |
2-Undecanone | 2.86 *** | 0.001 *** | 0.774 | 0.598 | 0.002 ** | 0.281 | 0.222 |
β-Cyclocitral | 1.46 *** | 0.003 ** | 0.977 | 0.855 | 0.000 *** | 0.836 | 0.055 |
Dihydropseudoionone | 2.38 *** | 0.911 | 0.342 | 0.308 | 0.000 *** | 0.260 | 0.167 |
2-Acetylpyrrole | *** | 0.822 | 0.878 | 0.956 | 0 | 0 | 0 |
TMHAAL | 5.22 *** | 0.916 | 0.426 | 0.619 | 0.851 | 0.396 | 0.043 * |
Total | 16.03 *** | 0.065 | 0.191 | 0.182 | 0.879 | 0.812 | 0.259 |
Benzene | |||||||
Isodurene | 3.86 *** | 0.125 | 0.555 | 0.568 | 0.001 ** | 0.221 | 0.820 |
TEMLNE | 2.16 *** | 0.858 | 0.839 | 0.238 | 0.052 | 0.158 | 0.896 |
DPPXL | 1.62 *** | 0.258 | 0.711 | 0.352 | 0.044 * | 0.776 | 0.950 |
Naphthalene | 2.20 *** | 0.193 | 0.063 | 0.154 | 0.137 | 0.416 | 0.439 |
TMDHPE | 2.78 *** | 0.355 | 0.851 | 0.417 | 0.007 ** | 0.341 | 0.553 |
M2PB | 0.83 *** | 0.019 ** | 0.842 | 0.024 ** | 0.629 | 0.522 | 0.420 |
Phenethyl acetate | 3.86 *** | 0.055 | 0.857 | 0.577 | 0.008 ** | 0.228 | 0.461 |
β-Methylnaphthalene | 3.25 *** | 0.882 | 0.903 | 0.269 | 0.029 * | 0.583 | 0.619 |
Benzyl alcohol | 0.75 | 0.884 | 0.989 | 0.840 | 0.027 * | 0.778 | 0.926 |
Ethyl dihydrocinnamate | 0.41 *** | 0.677 | 0.600 | 0.821 | 0.477 | 0.223 | 0.498 |
α-Methylnaphthalene | 5.12 *** | 0.753 | 0.858 | 0.376 | 0.097 | 0.179 | 0.286 |
4-Tolylcarbinol | 1.59 ** | 0.650 | 0.549 | 0.884 | 0.441 | 0.580 | 0.504 |
3P4HP | *** | 0.001 ** | 0.179 | 0.498 | 0 | 0 | 0 |
Coumaran | 0.23 *** | 0.342 | 0.651 | 0.793 | 0.677 | 0.424 | 0.402 |
4-Ethylphenol | 0.16 *** | 0.996 | 0.745 | 0.044 * | 0.072 | 0.278 | 0.892 |
4-Vinylguaiacol | 0.53 *** | 0.249 | 0.816 | 0.828 | 0.845 | 0.427 | 0.558 |
Total | 0.25 *** | 0.738 | 0.900 | 0.980 | 0.117 | 0.312 | 0.787 |
Esters | |||||||
Ethyl Acetate | 1.45 *** | 0.418 | 0.961 | 0.267 | 0.016 * | 0.077 | 0.341 |
Ethyl butanoate | 5.41 *** | 0.438 | 0.935 | 0.445 | 0.167 | 0.290 | 0.346 |
Ethyl hexanoate | 3.11 *** | 0.104 | 0.818 | 0.494 | 0.001 *** | 0.335 | 0.768 |
Ethyl 3-hexenoate | 0.31 *** | 0.196 | 0.133 | 0.654 | 0.000 ** | 0.059 | 0.330 |
Ethyl enanthate | 1.94 *** | 0.058 | 0.156 | 0.148 | 0.013 ** | 0.772 | 0.402 |
Ethyl lactate | 0.76 ** | 0.999 | 0.878 | 0.686 | 0.636 | 0.532 | 0.502 |
Ethyl octanoate | 2.01 *** | 0.041 * | 0.218 | 0.714 | 0.000 *** | 0.017 ** | 0.404 |
Ethyl mesitylacetate | 2.42 *** | 0.229 | 0.444 | 0.038* | 0.089 | 0.773 | 0.788 |
Ethyl nonanoate | 0.56 *** | 0.682 | 0.810 | 0.441 | 0.337 | 0.800 | 0.576 |
E2H4MP | 0.68 *** | 0.057 | 0.980 | 0.832 | 0.209 | 0.299 | 0.516 |
Ethyl caprate | 1.56 *** | 0.003 ** | 0.451 | 0.632 | 0.001 ** | 0.717 | 0.266 |
Ethyl benzoate | 1.08 * | 0.432 | 0.183 | 0.859 | 0.037 * | 0.509 | 0.491 |
Ethyl 9-decenoate | 4.92 *** | 0.907 | 0.170 | 0.586 | 0.009 ** | 0.024 * | 0.004 ** |
Ethyl laurate | 1.34 ** | 0.003 ** | 0.433 | 0.605 | 0.016 * | 0.172 | 0.128 |
Ethyl hexadecanoate | 0.61 *** | 0.123 | 0.266 | 0.247 | 0.165 | 0.764 | 0.190 |
Isobutyl acetate | 4.09 *** | 0.004 ** | 0.790 | 0.497 | 0.002 ** | 0.126 | 0.439 |
Isopentyl acetate | 2.41 *** | 0.005 ** | 0.936 | 0.491 | 0.000 *** | 0.156 | 0.629 |
Hexyl acetate | 5.82 *** | 0.000 *** | 0.829 | 0.342 | 0.054 | 0.466 | 0.058 |
Heptyl acetate | 2.31 * | 0.283 | 0.487 | 0.989 | 0.658 | 0.983 | 0.454 |
2-Ethyl-1-hexanol acetate | 1.32 * | 0.351 | 0.379 | 0.370 | 0.023 ** | 0.596 | 0.155 |
Octyl acetate | 1.47 *** | 0.831 | 0.236 | 0.540 | 0.739 | 0.534 | 0.416 |
Trimethylene acetate | 0.37 ** | 0.457 | 0.811 | 0.634 | 0.911 | 0.783 | 0.300 |
Isobutyl hexanoate | 7.32 *** | 0.004 ** | 0.095 | 0.639 | 0.000 *** | 0.476 | 0.476 |
Methyl octanoate | 1.94 ** | 0.256 | 0.439 | 0.327 | 0.000 *** | 0.033 ** | 0.940 |
Isopentyl hexanoate | 3.60 *** | 0.149 | 0.162 | 0.722 | 0.000 *** | 0.085 | 0.028 ** |
Methyl caprate | 0.81 | 0.000 *** | 0.106 | 0.253 | 0.688 | 0.144 | 0.346 |
Isoamyl octanoate | 2.06 *** | 0.022 * | 0.348 | 0.765 | 0.003 | 0.022 | 0.076 |
Diethyl succinate | 1.79 ** | 0.005 ** | 0.729 | 0.764 | 0.635 | 0.292 | 0.892 |
Isoamyl decanoate | 1.95 *** | 0.027 ** | 0.469 | 0.55 | 0.001 ** | 0.950 | 0.143 |
IMDMMP | 6.60 *** | 0.001 ** | 0.798 | 0.499 | 0.287 | 0.868 | 0.406 |
NA3MBE | 2.67 *** | 0.756 | 0.954 | 0.255 | 0.059 | 0.262 | 0.456 |
Total | 1.44 *** | 0.222 | 0.965 | 0.234 | 0.034 | 0.086 | 0.387 |
Others | |||||||
Styrene | 1.10 | 0.002 ** | 0.355 | 0.527 | 0.000 *** | 0.105 | 0.198 |
α-Ionene | 2.48 *** | 0.783 | 0.169 | 0.701 | 0.078 | 0.212 | 0.988 |
ODETM | 0.40 *** | 0.407 | 0.185 | 0.865 | 0.023 * | 0.012 * | 0.622 |
α-Cedrene | 1.92 *** | 0.772 | 0.277 | 0.772 | 0.446 | 0.333 | 0.142 |
α-Calacorene | 1.42 *** | 0.435 | 0.787 | 0.372 | 0.418 | 0.232 | 0.454 |
β-Ionone | 2.32 *** | 0.158 | 0.788 | 0.666 | 0.000 *** | 0.135 | 0.131 |
DMUDL | 1.85 *** | 0.024 * | 0.915 | 0.928 | 0.152 | 0.442 | 0.702 |
Cedrol | *** | 0.002 ** | 0.808 | 0.654 | 0 | 0 | 0 |
Total | 1.18 * | 0.011 * | 0.414 | 0.465 | 0.001 ** | 0.123 | 0.288 |
Volatile | Threshold (μg/L) | Aroma Descriptor | Aroma Series | DF | DF-G | DP | DP-G | FF | FF-G | FP | FP-G |
---|---|---|---|---|---|---|---|---|---|---|---|
Butanoic acid | 173 [45] | Butter, cheese, stinky [45] | 1 [46] | 8.7 a | 8.6 a | 8.6 a | 8.7 a | 2.4 b | 2.4 b | 2.4 b | 2.2 b |
Octanoic acid | 500 [37] | Rancid, cheese, fatty acid [28] | 1 [28] | 2.0 a | 1.6 a | 2.1 a | 1.8 a | 1.5 a | 1.2 a | 1.2 a | 1.1 a |
Decanoic acid | 1000 [37] | Fatty, rancid [37] | 1 [46] | 2.7 a | 2.2 a | 6.1 a | 3.3 a | 5.0 a | 4.2 a | 2.6 a | 2.8 a |
Isopentyl alcohol | 30000 [47] | Solvent, sweety, alcohol, polish [38] | 1,2 [38] | 6.3 b | 6.2 b | 6.3 b | 6.1 b | 7.2 a | 7.2 a | 5.8 b | 5.8 b |
[R-(R*,R*)]-2,3-Butanediol | 150000 [28] | Fruit, sweet, butter [28] | 1,2,3 [28] | 2.5 b | 2.4 b | 2.3 b | 1.9 b | 11.8 a | 6.5 a | 8.8 a | 11.6 a |
[S-(R*,R*)]-2,3-Butanediol | 150000 [28] | Fruit, sweet, butter [28] | 1,2,3 [28] | 0.8 a | 0.8 a | 0.8 a | 0.6 a | 2.0 a | 1.3 a | 1.4 a | 2.3 a |
Methionol | 1000 [28] | Cabbage, cooked potato, garlic [28] | 4 [28] | 1.3 a | 1.2 a | 1.3 a | 1.3 a | 0.8 a | 0.5 a | 0.8 a | 0.8 a |
Phenylethyl Alcohol | 14000 [28] | Roses, honey [28] | 5 [28] | 1.5 a | 1.4 a | 1.4 a | 1.4 a | 1.1 a | 0.8 a | 1.0 a | 0.9 a |
Ethyl cinnamate | 1.1 [47] | Flowery, balsamic [48] | 5 [46] | 1.7 a | 2.3 a | 2.2 a | 2.7 a | 1.9 a | 2.3 a | 1.6 a | 2.0 a |
4-Ethylphenol | 440 [28] | Phenolic, leather [28] | 6 [28] | 3.3 b | 3.4 b | 3.4 b | 3.3 b | 18.6 a | 13.7 ab | 26.5 a | 22.7 a |
Ethyl Acetate | 5000 [8,49] | Spicy, pineapple, fruity [38] | 3 [46] | 6.2 a | 6.5 a | 6.3 a | 6.0 a | 4.0 b | 4.1 b | 4.4 b | 4.8 b |
Ethyl hexanoate | 14 [47] | Banana, green, apple [28] | 3 [28] | 4.9 a | 5.0 a | 4.7 a | 4.6 a | 1.8 bc | 1.9 b | 1.2 c | 1.2 c |
Ethyl octanoate | 5 [28] | Sweet, floral, fruity, banana, pear [28] | 3,5 [46] | 1.6 ab | 1.6 a | 1.5 b | 1.5 ab | 0.9 c | 0.9 c | 0.6 d | 0.7 d |
Ethyl caprate | 200 [37] | Brandy, fruity, grape [37] | 3 [37] | 3.7 b | 3.7 b | 4.4 a | 4.6 a | 3.1 bc | 3.0 c | 2.1 d | 2.3 d |
Isopentyl acetate | 30 [47] | Sweety, fruity [38] | 2,3 [46] | 30.5 a | 31.4 a | 23.7 b | 22.5 b | 14.9 c | 15.7 c | 6.9 d | 7.4 d |
β-Ionone | 0.09 [47] | Violet [32] | 5 [46] | 92.6 a | 91.6 a | 80.7 a | 84.8 | 21.8 c | 21.8 c | 56.8 b | 50.6 b |
© 2016 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC-BY) license ( http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Yuan, G.; Ren, J.; Ouyang, X.; Wang, L.; Wang, M.; Shen, X.; Zhang, B.; Zhu, B. Effect of Raw Material, Pressing and Glycosidase on the Volatile Compound Composition of Wine Made From Goji Berries. Molecules 2016, 21, 1324. https://doi.org/10.3390/molecules21101324
Yuan G, Ren J, Ouyang X, Wang L, Wang M, Shen X, Zhang B, Zhu B. Effect of Raw Material, Pressing and Glycosidase on the Volatile Compound Composition of Wine Made From Goji Berries. Molecules. 2016; 21(10):1324. https://doi.org/10.3390/molecules21101324
Chicago/Turabian StyleYuan, Guanshen, Jie Ren, Xiaoyu Ouyang, Liying Wang, Mengze Wang, Xiaodong Shen, Bolin Zhang, and Baoqing Zhu. 2016. "Effect of Raw Material, Pressing and Glycosidase on the Volatile Compound Composition of Wine Made From Goji Berries" Molecules 21, no. 10: 1324. https://doi.org/10.3390/molecules21101324
APA StyleYuan, G., Ren, J., Ouyang, X., Wang, L., Wang, M., Shen, X., Zhang, B., & Zhu, B. (2016). Effect of Raw Material, Pressing and Glycosidase on the Volatile Compound Composition of Wine Made From Goji Berries. Molecules, 21(10), 1324. https://doi.org/10.3390/molecules21101324