| Literature DB >> 35892775 |
Yaqiong Zhang1, Zhi-Hong Zhang1, Ronghai He1, Riyi Xu2, Lei Zhang1, Xianli Gao1.
Abstract
Using high hydrostatic pressure (HHP) to treat liquid foods can improve their aroma; however, no information about the effects of HHP on soy sauce aroma has yet been reported. The effects of HHP on the aroma of soy sauce fermented for 30 d were investigated using quantitative descriptive analysis (QDA), SPME-GC-olfactometry/MS, hierarchical cluster analysis (HCA) and principal component analysis (PCA). Results showed that the pressure used during HHP treatment had a greater influence on soy sauce aroma than the duration of HHP. Compared to the control, soy sauce that was treated with HHP at 400 MPa for 30 min (HHP400-30) obtained the highest sensory score (33% higher) by increasing its sour (7%), malty (9%), floral (27%) and caramel-like (47%) aromas, while decreasing its alcoholic (6%), fruity (6%) and smoky (12%) aromas; moreover, the aroma of HHP400-30 soy sauce was comparable with that of soy sauce fermented for 180 d. Further investigation demonstrated that HHP (400 MPa/30 min) enhanced the OAVs of compounds with sour (19%), malty (37%), floral (37%), caramel-like (49%) and other aromas (118%), and lowered the OAVs of compounds with alcoholic (5%), fruity (12%) and smoky (17%) aromas. These results were consistent with the results of the QDA. HHP treatment positively regulated the Maillard, oxidation and hydrolysis reactions in raw soy sauce, which resulted in the improvement and accelerated formation of raw soy sauce aroma. HHP was capable of simultaneously improving raw soy sauce aroma while accelerating its aroma formation, and this could treatment become a new alternative process involved in the production of high-quality soy sauce.Entities:
Keywords: Aspergillus oryzae; aroma compound; high hydrostatic pressure; soy sauce; soybean
Year: 2022 PMID: 35892775 PMCID: PMC9330850 DOI: 10.3390/foods11152190
Source DB: PubMed Journal: Foods ISSN: 2304-8158
Figure 1Sensory evaluation of the control and samples.
Volatile compounds identified in the control and samples.
| Compounds | RI | Aroma Description | FD | Identification Method | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Control | HHP200-10 | HHP200-30 | HHP200-60 | HHP400-10 | HHP400-30 | HHP400-60 | HHP600-10 | HHP600-30 | HHP600-60 | ||||
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| Acetic acid | 1452 | Sour 1,2,3 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 8 | 8 | 8 | ABC |
| 2-Methylpropanoic acid | 1543 | Sour, rancid 1,2 | 1 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | ABC |
| Butanoic acid | 1622 | Sour, sweaty 1,2,3 | nd | 1 | 1 | – | 1 | 1 | – | – | – | – | ABC |
| 2-Methylbutanoic acid | 1667 | Sour, smelly 1,2,3 | 32 | 32 | 32 | 32 | 32 | 32 | 16 | 8 | 8 | 8 | ABC |
| 3-Methylbutanoic acid | 1657 | Sour, smelly 1,2,3 | 8 | 16 | 16 | 16 | 32 | 32 | 16 | 32 | 32 | 32 | ABC |
| 4-Methylpentanoic acid | 1803 | Sour, smelly 2 | nd | – | – | – | – | – | – | – | – | – | A |
| Hexanoic acid | 1825 | Sweat, pungent 2 | nd | – | – | – | – | – | – | – | – | – | AB |
| 2-Ethylhexanoic acid | 1908 | un | – | – | – | nd | – | – | – | – | – | – | A |
| 2-Methyl-2-butenoic acid | 1869 | Pungent 3 | nd | – | – | – | – | – | – | – | – | – | A |
| Nonanoic acid | 2202 | Green, fat 3 | – | nd | – | – | – | – | – | nd | – | – | A |
| Decanoic acid | 2351 | Rancid, fat 3 | nd | – | – | – | – | – | – | – | – | – | A |
| Benzoic acid | 2410 | Flower, fruity 1,2,3 | 4 | 4 | 8 | 8 | 16 | 16 | 16 | 8 | 8 | 8 | AB |
| Phenylacetic acid | 2546 | Sour, honey 1,2,3 | 2 | 4 | 4 | 4 | 8 | 8 | 8 | 8 | 8 | 8 | ABC |
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| Ethanol | 928 | Alcoholic 1,2,3 | 128 | 128 | 128 | 128 | 64 | 64 | 64 | 32 | 32 | 32 | ABC |
| 1-Propanol | 1042 | Alcoholic, pungent 3 | – | – | – | – | – | – | – | – | – | – | A |
| 2-Methylpropanol | 1095 | Wine, solvent, bitter 3 | – | – | – | – | – | – | – | – | – | – | A |
| 1-Butanol | 1146 | Medicine, fruit 3 | – | nd | – | – | – | – | – | – | – | – | AB |
| 2-Butanol | 1027 | Wine 3 | nd | – | – | – | – | – | – | – | – | – | AB |
| 2-Methyl-1-butanol | 1212 | Wine, onion 1,2,3 | 32 | 16 | 16 | 16 | 16 | 16 | 8 | 8 | 8 | 8 | ABC |
| 3-Methyl-1-butanol | 1206 | Whiskey, malty, burnt 1,2,3 | 128 | 128 | 128 | 64 | 128 | 128 | 64 | 128 | 64 | 64 | ABC |
| 2,3-Butanediol | 1581 | Fruit, onion 2,3 | – | – | – | – | – | – | – | – | – | – | A |
| 2-Pentanol | 1121 | Green 3 | – | – | – | – | – | – | – | – | – | – | A |
| Prenol | 1129 | Herb 3 | nd | – | – | – | – | – | – | – | – | – | A |
| 4-Methyl-2-pentanol | 1147 | un | – | – | – | – | nd | – | – | – | – | – | A |
| 2,3-Dimethylpentanol | 1187 | un | nd | – | – | – | – | – | – | – | – | – | A |
| 1-Hexanol | 1364 | Resin, flower, green 3 | – | – | – | – | – | – | – | – | – | nd | A |
| 4-Methyl-1-hexanol | 1263 | Sweat 3 | nd | nd | – | – | – | – | – | – | – | – | A |
| 2-Ethyl-1-hexanol | 1482 | Rose 2 | – | – | – | – | – | – | – | – | – | – | A |
| 2-Heptanol | 1277 | Mushroom 3 | – | – | – | – | – | – | – | nd | – | – | A |
| 6-Methyl-2-heptanol | 1312 | un | nd | – | – | – | – | – | – | – | – | – | A |
| 3-Octanol | 1343 | Nut, mushroom 3 | – | – | – | – | – | – | – | – | – | – | AB |
| 1-Octen-3-ol | 1468 | Mushroom 1,2,3 | 8 | 16 | 16 | 32 | 32 | 32 | 32 | 32 | 32 | 32 | ABC |
| 1-Nonanol | 1506 | Fat, green 3 | – | – | – | – | – | – | – | – | – | – | A |
| 2-Nonanol | 1537 | Cucumber 3 | nd | – | – | – | – | – | – | – | – | – | A |
| Benzyl alcohol | 1867 | Sweet, flower 3 | – | – | – | – | – | – | – | – | – | – | AB |
| Methylbenzyl alcohol | 1912 | Flower 3 | nd | – | – | – | – | – | – | – | – | – | A |
| Phenylethanol | 1894 | Flower, honey 1,2,3 | 128 | 64 | 64 | 64 | 64 | 64 | 64 | 32 | 32 | 32 | ABC |
| α-Ethyl phenylethanol | 2013 | un | – | – | – | – | – | – | – | – | – | – | A |
| 1-(2-Butoxyethoxy)-ethanol | 1799 | un | nd | – | – | – | – | – | – | – | – | – | A |
| 4-Phenyl-3-buten-2-ol | nd | un | nd | – | – | – | – | – | – | – | – | nd | A |
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| Acetaldehyde | 718 | Pungent, ether 3 | – | – | – | – | – | – | – | – | – | – | AB |
| 2-Methylpropanal | 826 | Malty 1,2,3 | – | 32 | – | – | 32 | 32 | 32 | – | – | nd | ABC |
| 2-Methylbutanal | 934 | Malty 1,2,3 | 64 | 64 | 64 | 64 | 64 | 128 | 128 | 64 | 64 | 64 | ABC |
| 3-Methylbutanal | 925 | Malty 1,2,3 | 64 | 128 | 128 | 128 | 256 | 256 | 128 | 128 | 128 | 128 | ABC |
| Benzaldehyde | 1500 | Almond, caramel-like 2,3 | – | – | – | – | – | – | – | – | – | – | AB |
| Benzeneacetaldehyde | 1625 | Flower, sweet 1,2,3 | 32 | 32 | 64 | 64 | 64 | 64 | 64 | 64 | 32 | 32 | ABC |
| 3-Furaldehyde | 1453 | Bread, sweet, almond 3 | – | 1 | 2 | – | 2 | 4 | 4 | 4 | 4 | 2 | ABC |
| Methyl cinnamaldehyde | 1946 | Cinnamon, sweet 3 | nd | – | – | – | – | – | – | – | – | nd | A |
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| Acetone | 869 | Mild 3 | nd | – | – | – | – | – | – | – | – | – | AB |
| 2-Butanone | 943 | Cheese 2,3 | – | – | – | – | 1 | 1 | 1 | 1 | 1 | – | A |
| Acetoin | 1288 | Butter, creamy 3 | – | – | – | – | – | – | – | – | – | – | A |
| Methyl isobutyl ketone | 1007 | Fruity 3 | nd | – | – | – | – | – | – | – | – | – | A |
| 2,3-Pentanedione | 1058 | Butter, creamy 3 | – | – | – | – | – | – | – | – | – | – | A |
| 3-Penten-2-one | 1099 | un | nd | – | – | – | – | – | – | – | – | – | A |
| 5-Methyl-2-hexanone | 1138 | un | – | – | – | – | – | – | – | – | – | – | A |
| 6-Methyl-2-heptanone | nd | un | nd | – | – | – | – | – | – | – | – | – | A |
| 3-Octanone | 1248 | Herb, butter, resin 2,3 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | – | 1 | nd | AB |
| Isophorone | 1603 | Camphor 2,3 | nd | – | – | – | – | – | – | – | – | – | A |
| 1-Phenyl-1-propanone | 1723 | Mild 3 | – | – | – | – | – | – | – | – | – | – | A |
| 2,6,6-Trimethyl-2,4-cycloheptadien-1-one | 1691 | un | nd | – | – | – | – | – | – | – | – | – | A |
| 3-Hydroxy-3-phenylbutan-2-one | 1789 | un | – | – | – | – | – | – | – | – | – | – | A |
| (E)-β-damascenone | 1815 | Rose, honey, apple 1,2,3 | – | 16 | 16 | 16 | 64 | 64 | 32 | 16 | 16 | 16 | ABC |
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| Ethyl acetate | 905 | Pineapple 1,2,3 | 64 | 32 | 32 | 32 | 32 | 32 | 32 | 16 | 16 | 16 | ABC |
| Ethyl propanoate | 979 | Fruity 1,2,3 | 16 | 8 | 8 | 8 | 8 | 8 | 8 | 4 | 4 | 4 | ABC |
| Ethyl lactate | 1355 | Fruity 2,3 | – | – | – | – | – | – | – | – | – | – | A |
| Ethyl butanoate | 1055 | Fruity 2,3 | – | – | – | – | – | – | – | – | – | – | AB |
| Ethyl isobutyrate | 966 | Apple 2,3 | – | – | – | – | – | – | – | – | – | – | A |
| Ethyl 2-methylbutyrate | 1055 | Pineapple 3 | – | – | – | – | – | – | – | – | – | – | A |
| Ethyl isovalerate | 1061 | Sweet, fruity 1,2,3 | 128 | 128 | 128 | 128 | 128 | 128 | 128 | 64 | 64 | 64 | ABC |
| Ethyl hexanoate | 1233 | Wine, fruity 2,3 | – | – | – | – | – | – | – | – | – | – | AB |
| Ethyl isohexanoate | 1203 | Fruity 3 | – | – | – | nd | – | – | – | – | – | – | A |
| Ethyl 5-methylhexanoate | 1285 | un | – | – | – | – | – | nd | – | – | – | – | A |
| Ethyl 2-ethylhexanoate | 1309 | un | – | – | – | – | – | – | – | – | – | – | A |
| Ethyl heptanoate | 1455 | Fruity 2,3 | – | – | – | nd | – | nd | nd | nd | nd | nd | A |
| Ethyl caprylate | 1443 | Fruity, fat 2,3 | – | – | – | – | nd | nd | nd | – | nd | nd | AB |
| Ethyl nonanoate | 1468 | Grape 2,3 | – | – | nd | nd | – | – | nd | nd | nd | nd | A |
| Ethyl palmitate | 2265 | Wax 3 | – | – | – | – | – | – | – | – | – | – | A |
| Ethyl 9-hexadecenoate | 2274 | un | – | – | – | – | – | – | – | – | – | – | A |
| Ethyl oleate | 2403 | Flower 3 | – | – | – | nd | nd | nd | nd | nd | – | nd | A |
| (E)-9-Octadecenoic acid ethyl ester | 2391 | Flower, fruity, fat 3 | – | – | nd | nd | – | nd | nd | – | nd | nd | A |
| Ethyl tiglate | 1241 | Mushroom 3 | – | – | – | nd | nd | nd | nd | nd | nd | nd | A |
| Ethyl benzoate | 1649 | Fruity, flower 2,3 | 8 | 8 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | AB |
| Ethyl phenylacetate | 1771 | Fruity, sweet 2,3 | – | – | – | – | – | – | – | – | – | – | A |
| 2-Phenylethyl acetate | 1827 | Rose, honey, tobacco 1,2,3 | 1 | 1 | – | – | 1 | 1 | 1 | 1 | – | – | ABC |
| Ethyl 3-phenylpropionate | 1908 | Flower 3 | – | – | – | nd | – | nd | nd | nd | – | – | A |
| Butanedioic acid diethyl ester | 1632 | Wine, fruity 3 | – | – | nd | nd | – | nd | nd | nd | nd | nd | A |
| Dimethyl phthalate | 2316 | Mild 3 | – | – | – | – | – | – | – | – | – | – | A |
| Methyl benzoate | 1609 | Flower, fruity 1,2,3 | nd | 2 | 2 | – | 4 | 8 | 8 | – | – | – | ABC |
| Methyl phenylacetate | 1712 | Honey 3 | nd | – | – | – | – | – | – | – | – | – | A |
| Isobutyl acetate | 1019 | Fruity, banana, apple 2,3 | – | – | – | – | – | – | – | – | – | – | A |
| Isoamyl acetate | 1127 | Fruity, banana 2,3 | – | – | – | – | – | – | – | – | – | – | A |
| Isoamyl lactate | 1499 | Sweet 3 | nd | – | – | – | – | – | – | – | – | – | A |
| Formic acid heptyl ester | 1483 | Flower, fruity, fat 3 | nd | – | – | – | – | – | – | – | – | – | A |
| Butyrolactone | 1521 | Caramel-like, sweet 2,3 | – | – | – | – | – | – | – | – | – | – | AB |
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| Furan | 1456 | Sweet, bread 2,3 | nd | – | – | – | – | – | – | – | – | – | AB |
| 1-(2-Furanyl)-ethanone | 1487 | Smoky 2,3 | nd | – | – | – | – | – | – | – | – | – | A |
| 1-(2-Furanyl)-1-propanone | 1511 | un | – | – | – | – | – | – | – | – | – | – | A |
| 2,2-Dimethyl-5-isopropyl -furan | 1569 | un | – | – | – | – | – | – | – | – | – | – | A |
| Benzofuran | nd | Mild 3 | – | – | – | – | – | – | – | – | – | – | A |
| 3-Phenylfuran | 1839 | Green bean 2 | – | – | – | – | 1 | 2 | 2 | 2 | 2 | 2 | A |
| 2-Furanmethanol | 1125 | Caramel-like 1,2,3 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | ABC |
| Dihydro-5-pentyl-2(3H) -furanone | 1971 | Coconut, peach 3 | nd | – | – | – | – | – | – | – | – | – | A |
| HDMF | 2032 | Caramel-like, sweet 1,2,3 | 16 | 32 | 32 | 32 | 32 | 32 | 32 | 32 | 16 | 16 | ABC |
| HEMF | 2089 | Caramel-like, sweet 1,2,3 | 32 | 32 | 32 | 32 | 64 | 64 | 64 | 32 | 32 | 32 | ABC |
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| Phenol | 1485 | Phenol 3 | – | – | – | – | – | – | – | – | – | – | AB |
| 4-Ethylphenol | 2158 | Smoky 2,3 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | A |
| 3-Tert-butyl-phenol | 2243 | Phenol 3 | – | – | – | – | – | – | – | – | – | – | A |
| 2,4-Di-tert-butylphenol | 2289 | Phenol 3 | – | – | – | – | – | – | – | – | – | – | A |
| 4-Ethylguaiacol | 2016 | Smoky 1,2,3 | 128 | 128 | 128 | 128 | 64 | 64 | 64 | 64 | 32 | 32 | ABC |
| 4-Vinylguaiacol | 2177 | Pungent, smoky 1,2,3 | 64 | 64 | 64 | 32 | 32 | 32 | 32 | 32 | 32 | 32 | ABC |
| 5-Methylguaiacol | 1932 | Sweet 3 | nd | – | – | – | – | – | – | – | – | – | A |
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| Pyrazine | 1205 | Rancid 3 | nd | – | – | – | – | – | – | – | – | – | A |
| 2-Methyl pyrazine | 1266 | Popcorn 2,3 | nd | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | AB |
| 2,3-Dimethyl pyrazine | 1259 | Roasted nut, cocoa 3 | nd | – | – | – | – | – | – | – | – | – | A |
| 2,5-Dimethyl pyrazine | 1255 | Roasted nut, cocoa 3 | – | – | – | – | – | – | – | – | – | – | A |
| 2,6-Dimethyl pyrazine | 1329 | Roasted nut, cocoa 2,3 | – | – | – | 8 | 16 | 16 | 16 | 16 | 16 | 16 | AB |
| 2-Isopropyl pyrazine | 1353 | un | nd | – | – | – | – | – | – | – | – | – | A |
| Trimethyl pyrazine | 1388 | Roast, potato 2,3 | 1 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | A |
| 2-Ethyl-6-methyl pyrazine | 1345 | Fruity, sweet 3 | – | – | – | – | 1 | 2 | 2 | 2 | 4 | 2 | A |
| 2-Ethyl-3,5-dimethyl pyrazine | 1453 | Potato 3 | – | – | – | – | – | – | – | – | – | – | A |
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| Disulfide dimethyl | 1068 | Onion, cabbage, putrid 2,3 | 1 | 1 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | AB |
| Dimethyl trisulfide | 1372 | Sulfur, fish, cabbage 1,2,3 | 2 | – | 4 | 4 | 4 | 8 | 8 | 8 | 8 | 8 | ABC |
| 3-Methylthio-1-propanol | 1718 | Sweet, potato 1,2,3 | 2 | 4 | 4 | 4 | 8 | 8 | 8 | 8 | 4 | 4 | ABC |
| 3-(Methylthio)propanal | 1423 | Cooked potato 1,2,3 | 128 | 256 | 256 | 256 | 256 | 512 | 512 | 256 | 256 | 256 | ABC |
| 2-Hydroxyethyl isobutyl sulfide | 1583 | un | – | – | – | – | – | – | – | – | – | – | A |
| Ethyl 3-(methylthio) propionate | 1417 | Onion, garlic, pineapple 2 | 8 | 8 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | A |
| 3-(Methylthio) propyl acetate | 1583 | Mushroom, onion, garlic 2 | – | – | – | – | – | – | – | – | – | – | A |
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| 2-Acetylpyrroline | 1396 | Nut, roasted, bread 1,2,3 | 4 | 4 | 4 | 4 | 8 | 8 | 8 | 8 | 16 | 16 | AB |
| 3-Methyl-2-pyrrolidinone | nd | un | – | – | – | – | – | – | – | – | – | – | A |
| Maltol | 1952 | Caramel-like, sweet 2,3 | – | – | – | – | – | – | – | – | – | nd | AB |
| Naphthalene | 1725 | Mothball-like 2,3 | – | – | – | – | – | – | – | – | – | – | A |
| Dodecane | 1198 | Alkane-like 3 | – | – | – | – | – | – | – | – | – | – | A |
| Hexadecane | 1599 | Alkane-like 3 | – | – | – | – | – | – | – | – | – | – | A |
Aroma descriptions: 1 obtained from GC-O in this study; 2 taken from references: [3,5,23,24]; 3 aroma descriptions based on Flavornet (http://www.flavornet.org/flavornet.html, accessed on 10 February 2022) and TGSC information system (http://www.thegoodscentscompany.com/data/rw1008241.html#toorgano, accessed on 12 February 2022).un unavailable. nd not detected in GC-MS or GC-O.–the odor was not perceived using GC-O on DB-Wax column. A,B,C identification methods: A by matching the mass spectrum of a volatile compound with that in the NIST05 library; B by comparing the RI and mass spectrum analyzed by GC–MS with those of its standard compound under the same experimental conditions; and C by comparing the odor quality with that of the corresponding standard compound by GC-O.
OAVs of aroma-active compounds detected in the control and samples.
| Aroma-Active Compound | Odor | Odor Activity Value (OAV) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Control | HHP200-10 | HHP200-30 | HHP200-60 | HHP400-10 | HHP400-30 | HHP400-60 | HHP600-10 | HHP600-30 | HHP600-60 | ||
| 2-Methylpropanal | 1.5 A | – | 67.1 ± 3.1 b | – | – | 82.5 ± 2.9 b | 84.1 ± 3.0 b | 87.7 ± 3.6 a | – | – | – |
| 2-Methylbutanal | 4.4 A | 237 ± 13 c | 270 ± 10 b | 275 ± 12 b | 280 ± 12 a,b | 287 ± 11 a,b | 295 ± 10 a | 298 ± 10 a | 249 ± 8 c | 248 ± 10 c | 249 ± 11 c |
| 3-Methylbutanal | 1.2 A | 314 ± 15 d | 347 ± 18 b,c | 358 ± 17 a,b | 352 ± 17 a,b,c | 361 ± 15 a,b | 376 ± 13 a | 366 ± 16 a,b | 327 ± 13 c,d | 325 ± 14 c,d | 318 ± 11 d |
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| Ethanol | 40,000 A | 238 ± 12 a,b | 243 ± 10 a | 232 ± 11 a,b,c | 216 ± 10 c,d | 227 ± 10 a,b,c,d | 221 ± 10 b,c,d | 212 ± 9 d | 192 ± 9 e | 184 ± 8 e | 177 ± 9 e |
| 2-Methyl-1-butanol | 16 A | 43.3 ± 2.1 a | 40.9 ± 1.8 a,b | 41.2 ± 1.9 a,b | 39.2 ± 1.7 b | 35.5 ± 1.5 c | 32.6 ± 1.2 d | 32.0 ± 1.3 d,e | 29.4 ± 1.2 e,f | 29.0 ± 1.3 f | 29.7 ± 1.2 e,f |
| 3-Methyl-1-butanol | 4 A | 253 ± 13 a | 242 ± 12 a | 236 ± 12 a | 253 ± 13 a | 251 ± 14 a | 254 ± 12 a | 254 ± 11 a | 249 ± 11 a | 253 ± 10 a | 232 ± 11 a |
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| Ethyl acetate | 5000 A | 105 ± 6 a | 101 ± 6 a,b | 100 ± 5 a,b | 97.3 ± 6.1 a,b,c | 93.5 ± 5.2 b,c | 89.1 ± 4.2 c,d,e | 89.6 ± 5.0 c,d | 83.7 ± 4.1 d,e,f | 80.3 ± 4.2 e,f | 78.5 ± 3.9 f |
| Ethyl propanoate | 10 A | 16.4 ± 0.8 a | 15.8 ± 0.7 a | 14.2 ± 0.7 b | 13.2 ± 0.7 b,c | 12.5 ± 0.6 c | 13.6 ± 0.5 b | 10.6 ± 0.6 d | 8.62 ± 0.43 e | 8.51 ± 0.40 e | 7.26 ± 0.37 f |
| Ethyl isovalerate | 1.5 A | 217 ± 12 a | 210 ± 11 a | 211 ± 10 a | 206 ± 10 a | 185 ± 9 b | 188 ± 9 b | 175 ± 8 b,c | 159 ± 8 c,d | 147 ± 6 d | 145 ± 7 d |
| Benzoic acid | 3000 A | 16.6 ± 0.8 d | 17.9 ± 0.8 c,d | 17.9 ± 0.8 c,d | 18.5 ± 0.9 c | 19.1 ± 1.0 a,b,c | 20.3 ± 1.0 a,b | 20.6 ± 1.0 a | 19.4 ± 0.9 a,b,c | 20.5 ± 0.9 a,b | 18.9 ± 0.9 b,c |
| Ethyl 3-(methylthio) propionate | 80 C | – | 1.25 ± 0.06 d | 1.29 ± 0.05 d | 1.47 ± 0.08 c | 2.01 ± 0.09 b | 2.52 ± 0.12 a | 2.55 ± 0.12 a | 2.37 ± 0.10 a | 2.40 ± 0.11 a | 2.50 ± 0.11 a |
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| Phenylethanol | 564 A | 218 ± 11 a | 196 ± 9 b | 187 ± 9 b | 185 ± 8 b | 182 ± 7 b,c | 187 ± 7 b | 170 ± 9 c,d | 162 ± 6 d,e | 157 ± 6 d,e | 155 ± 8 e |
| Benzeneacetaldehyde | 10 A | 42.0 ± 2.1 d | 46.3 ± 2.3 d | 52.8 ± 3.0 c | 54.5 ± 3.5 c | 69.0 ± 3.2 a,b | 71.2 ± 3.5 a | 65.1 ± 2.9 b | 52.8 ± 2.4 c | 53.5 ± 3.0 c | 44.6 ± 2.1 d |
| Methyl benzoate | 125 A | – | 4.32 ± 0.19 c | 4.94 ± 0.23 c | – | 7.62 ± 0.35 b | 10.2 ± 0.5 a | 9.74 ± 0.45 a | – | – | – |
| (E)-β-damascenone | 0.002 A | – | 42.8 ± 1.9 e | 47.5 ± 2.1 d,e | 48.6 ± 2.5 d | 59.4 ± 2.9 c | 88.2 ± 4.7 a | 79.4 ± 4.2 b | 32.3 ± 1.3 f | 37.2 ± 1.5 f | 35.0 ± 1.6 f |
| 2-Phenylethyl acetate | 250 A | 2.01 ± 0.12 a | 1.72 ± 0.08 b | – | – | 1.41 ± 0.07 c | 1.40 ± 0.06 c | 1.35 ± 0.06 c | 0.92 ± 0.04 d | – | – |
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| 2-Furanmethanol | 2000 A | 1.81 ± 0.08 e | 2.02 ± 0.09 d | 2.11 ± 0.09 d | 2.07 ± 0.08 d | 2.31 ± 0.11 c | 2.57 ± 0.11 a,b | 2.54 ± 0.10 b | 2.63 ± 0.10 a,b | 2.62 ± 0.11 a,b | 2.73 ± 0.12 a |
| 3-Methylthio-1-propanol | 856.1 A | 0.60 ± 0.04 g | 2.05 ± 0.10 f | 1.93 ± 0.09 f | 1.91 ± 0.08 f | 3.08 ± 0.13 c | 3.65 ± 0.16 a | 3.43 ± 0.15 b | 2.43 ± 0.14 e | 2.72 ± 0.15 d | 2.60 ± 0.12 d,e |
| 3-(Methylthio)propanal | 0.5 A | 378 ± 21 f | 438 ± 20 e | 471 ± 24 d,e | 457 ± 23 e | 519 ± 22 b,c | 554 ± 25 a,b | 562 ± 26 a | 448 ± 23 e | 509 ± 27 c,d | 478 ± 24 c,d,e |
| 2,6-Dimethyl pyrazine | 0.4 C | – | – | – | 16.4 ± 0.9 e | 26.2 ± 1.3 d | 32.1 ± 1.5 c | 33.5 ± 1.4 b,c | 35.1 ± 1.6 a,b | 36.1 ± 1.5 a,b | 36.5 ± 1.7 a |
| Trimethyl pyrazine | 0.8 C | 2.76 ± 0.13 f | 4.69 ± 0.21 d | 3.86 ± 0.19 e | 4.84 ± 0.23 d | 5.64 ± 0.27 c | 6.66 ± 0.31 a,b | 6.21 ± 0.30 b | 6.79 ± 0.35 a | 6.36 ± 0.32 a,b | 6.78 ± 0.33 a |
| HDMF | 25 A | 49.8 ± 2.4 e | 63.1 ± 3.2 b,c | 65.6 ± 3.0 a,b | 65.2 ± 3.1 a,b,c | 69.0 ± 3.2 a | 70.9 ± 3.5 a | 69.4 ± 3.2 a | 67.1 ± 3.4 a,b | 57.3 ± 2.9 d | 59.9 ± 3.0 c,d |
| HEMF | 20 A | 93.3 ± 4.5 d | 90.4 ± 3.7 d | 93.1 ± 3.6 d | 98.5 ± 4.8 c,d | 105 ± 6 b,c | 116 ± 5a | 109 ± 5 a,b | 90.6 ± 4.2 d | 92.1 ± 4.6 d | 95.3 ± 4.9 d |
| 2-Acetylpyrroline | 0.1 A | 8.29 ± 0.41 e | 8.96 ± 0.40 e | 9.04 ± 0.44 e | 9.16 ± 0.45 d,e | 10.0 ± 0.4 d | 11.9 ± 0.5 c | 11.4 ± 0.5 c | 12.9 ± 0.8 b | 14.4 ± 0.7 a | 14.0 ± 0.7 a |
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| 4-Ethylphenol | 140 B | 2.79 ± 0.15 a | 2.58 ± 0.13 b | 2.43 ± 0.13 b,c | 2.31 ± 0.12 c | 2.04 ± 0.10 d | 1.88 ± 0.09 d | 1.53 ± 0.06 e | 1.25 ± 0.04 f | 1.11 ± 0.05 f | 0.86 ± 0.04 g |
| 4-Ethylguaiacol | 10 A | 307 ± 18 a | 287 ± 16 a,b | 262 ± 13 c,d | 268 ± 12 b,c | 269 ± 13 b,c | 259 ± 12 c,d | 242 ± 12 d | 202 ± 11 e | 182 ± 9 e,f | 179 ± 9 f |
| 4-Vinylguaiacol | 12 A | 90.1 ± 4.7 a | 78.8 ± 4.1 b | 76.1 ± 3.9 b | 68.3 ± 3.5 c,d | 66.9 ± 2.7 d,e | 72.9 ± 3.2 b,c | 61.3 ± 3.0 e,f | 56.8 ± 2.3 f,g | 53.9 ± 2.8 g,h | 50.3 ± 2.1 h |
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| Acetic acid | 10000 A | 10.5 ± 0.6 e | 14.6 ± 0.9 d | 14.7 ± 0.8 d | 15.5 ± 0.8 d | 18.5 ± 1.0 c | 20.1 ± 1.2 b,c | 21.8 ± 1.0 b | 23.7 ± 1.5 a | 24.0 ± 1.3 a | 24.5 ± 1.3 a |
| 2-Methylpropanoic acid | 3500 A | 9.61 ± 0.45 d | 11.8 ± 0.7 c | 12.2 ± 0.4 b,c | 12.9 ± 0.6 a,b,c | 13.1 ± 0.6 a,b | 13.9 ± 0.5 a | 13.7 ± 0.8 a | 13.1 ± 0.5 a,b | 13.8 ± 0.5 a | 12.2 ± 0.6 b,c |
| Butanoic acid | 173 A | – | 7.25 ± 0.32 a | 7.53 ± 0.27 a | – | 7.31 ± 0.51 a | 7.64 ± 0.35 a | – | – | – | – |
| 2-Methylbutanoic acid | 225 A | 150 ± 8 a | 146 ± 8 a,b | 149 ± 7 a,b | 147 ± 8 a,b | 141 ± 6 a,b | 137 ± 7 b | 138 ± 7 a,b | 57.4 ± 3.4 c | 52.5 ± 3.1 c | 60.4 ± 3.7 c |
| 3-Methylbutanoic acid | 540 A | 15.8 ± 0.9 d | 34.6 ± 2.0 c | 39.0 ± 1.5 b | 39.7 ± 1.7 b | 43.8 ± 2.4 a | 44.0 ± 2.2 a | 45.2 ± 1.9 a | 40.0 ± 2.1 b | 32.2 ± 1.7 c | 35.4 ± 1.8 c |
| Phenylacetic acid | 1000 A | 10.2 ± 0.5 b | 11.2 ± 0.5 a | 11.6 ± 0.7 a | 11.6 ± 0.6 a | 11.9 ± 0.5 a | 12.1 ± 0.4 a | 12.2 ± 0.7 a | 12.1 ± 0.5 a | 12.1 ± 0.6 a | 12.2 ± 0.4 a |
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| Dimethyl trisulfide | 0.01 A | 4.13 ± 0.25 f | – | 7.16 ± 0.40 e | 6.39 ± 0.35 e | 8.77 ± 0.49 d | 10.8 ± 0.5 c | 12.1 ± 0.7 b | 13.9 ± 0.5 a | 13.3 ± 0.6 a | 14.0 ± 0.8 a |
| 1-Octen-3-ol | 1.5 A | 21.2 ± 1.7 d | 30.4 ± 1.4 c | 32.9 ± 2.5 c | 37.7 ± 1.5 b | 40.2 ± 1.7 b | 44.4 ± 2.3 a | 45.2 ± 2.0 a | 45.0 ± 2.0 a | 45.2 ± 2.1 a | 44.6 ± 2.3 a |
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Odor thresholds were taken from references: A [3], B [35] and C determination by our laboratory. a–j Different letters in the same row indicate significant differences (p < 0.05).–not detected in GC-MS.
Figure 2Hierarchical cluster analysis of the control and samples.
Figure 3PCA of the control and samples. Annotation: (1) 2-methylpropanal; (2) 2-methylbutanal; (3) 3-methylbutanal; (4) ethanol; (5) 2-methyl-1-butanol; (6) 3-methyl-1-butanol; (7) ethyl acetate; (8) ethyl propanoate; (9) ethyl isovalerate; (10) benzoic acid; (11) ethyl 3-methylthiopropionate; (12) phenylethanol; (13) benzeneacetaldehyde; (14) methyl benzoate; (15) (E)-β-damascenone; (16) 2-phenylethyl acetate; (17) 2-furanmethanol; (18) 3-methylthio-1-propanol; (19) 3-(methylthio)propanal; (20) 2,6-dimethylpyrazine; (21) trimethyl pyrazine; (22) HDMF; (23) HEMF; (24) 2-acetylpyrroline; (25) 4-ethylphenol; (26) 4-ethylguaiacol; (27) 4-vinylguaiacol; (28) acetic acid; (29) 2-methylpropanoic acid; (30) butanoic acid; (31) 2-methylbutanoic acid; (32) 3-methylbutanoic acid; (33) phenylacetic acid; (34) dimethyl trisulfide; (35) 1-octen-3-ol.