Acta Agriculturae Zhejiangensis ›› 2022, Vol. 34 ›› Issue (7): 1502-1512.DOI: 10.3969/j.issn.1004-1524.2022.07.18
• Food Science • Previous Articles Next Articles
PAN Xujie1,2(), LIU Ruiling2, DENG Shanggui1, WU Weijie2, CHEN Hangjun2, GAO Haiyan2,*(
)
Received:
2021-02-23
Online:
2022-07-25
Published:
2022-07-26
Contact:
GAO Haiyan
CLC Number:
PAN Xujie, LIU Ruiling, DENG Shanggui, WU Weijie, CHEN Hangjun, GAO Haiyan. Optimization of process conditions and volatile flavor components analysis of bayberry pulp fermented by lactic acid bacteria[J]. Acta Agriculturae Zhejiangensis, 2022, 34(7): 1502-1512.
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URL: http://www.zjnyxb.cn/EN/10.3969/j.issn.1004-1524.2022.07.18
来源 Source | 平方和 Sum of squares | 自由度 Degree of freedom | 均方 Mean square | F值 (F value) | Prob>F | 显著性 Significance |
---|---|---|---|---|---|---|
模型Model | 527.01 | 9 | 58.56 | 149.05 | <0.000 1 | ** |
A | 28.13 | 1 | 28.13 | 71.59 | <0.000 1 | ** |
B | 4.5 | 1 | 4.5 | 11.45 | 0.011 7 | * |
C | 6.13 | 1 | 6.13 | 15.59 | 0.005 5 | * |
AB | 4 | 1 | 4 | 10.18 | 0.015 3 | * |
AC | 6.25 | 6.25 | 6.25 | 15.91 | 0.005 3 | * |
BC | 9 | 1 | 9 | 22.91 | 0.002 0 | * |
A2 | 350.59 | 1 | 350.59 | 892.42 | <0.000 1 | ** |
B2 | 14.8 | 1 | 14.8 | 37.68 | 0.000 5 | * |
C2 | 71.64 | 1 | 71.64 | 182.37 | <0.000 1 | ** |
残差Residual | 2.75 | 7 | 0.39 | |||
失拟项Lack of fit | 0.75 | 3 | 0.25 | 0.5 | 0.702 2 | |
净误差Net error | 2 | 4 | 0.5 | |||
总和Sum | 529.76 | 16 | ||||
R2 | 0.994 8 |
Table 1 Variance analysis of the fitted regression model
来源 Source | 平方和 Sum of squares | 自由度 Degree of freedom | 均方 Mean square | F值 (F value) | Prob>F | 显著性 Significance |
---|---|---|---|---|---|---|
模型Model | 527.01 | 9 | 58.56 | 149.05 | <0.000 1 | ** |
A | 28.13 | 1 | 28.13 | 71.59 | <0.000 1 | ** |
B | 4.5 | 1 | 4.5 | 11.45 | 0.011 7 | * |
C | 6.13 | 1 | 6.13 | 15.59 | 0.005 5 | * |
AB | 4 | 1 | 4 | 10.18 | 0.015 3 | * |
AC | 6.25 | 6.25 | 6.25 | 15.91 | 0.005 3 | * |
BC | 9 | 1 | 9 | 22.91 | 0.002 0 | * |
A2 | 350.59 | 1 | 350.59 | 892.42 | <0.000 1 | ** |
B2 | 14.8 | 1 | 14.8 | 37.68 | 0.000 5 | * |
C2 | 71.64 | 1 | 71.64 | 182.37 | <0.000 1 | ** |
残差Residual | 2.75 | 7 | 0.39 | |||
失拟项Lack of fit | 0.75 | 3 | 0.25 | 0.5 | 0.702 2 | |
净误差Net error | 2 | 4 | 0.5 | |||
总和Sum | 529.76 | 16 | ||||
R2 | 0.994 8 |
试验号 Number | A乳酸菌添加量 Addition amount of lactic acid bacteria | B蔗糖添加量 Addition amount of sucrose | C发酵时间 Fermentation time | 感官评分 Sensory score |
---|---|---|---|---|
1 | 0 | 0 | 0 | 85 |
2 | -1 | 1 | 0 | 71 |
3 | 0 | 0 | 0 | 84 |
4 | 1 | 1 | 0 | 77 |
5 | 0 | 1 | 1 | 81 |
6 | -1 | -1 | 0 | 71 |
7 | 0 | -1 | -1 | 78 |
8 | 1 | -1 | 0 | 73 |
9 | -1 | 0 | 1 | 71 |
10 | 0 | 1 | -1 | 76 |
11 | 1 | 0 | -1 | 73 |
12 | 0 | 0 | 0 | 84 |
13 | 0 | -1 | 1 | 77 |
14 | 0 | 0 | 0 | 83 |
15 | -1 | 0 | -1 | 67 |
16 | 0 | 0 | 0 | 84 |
17 | 1 | 0 | 1 | 72 |
Table 2 Experimental design and results for response surface analysis
试验号 Number | A乳酸菌添加量 Addition amount of lactic acid bacteria | B蔗糖添加量 Addition amount of sucrose | C发酵时间 Fermentation time | 感官评分 Sensory score |
---|---|---|---|---|
1 | 0 | 0 | 0 | 85 |
2 | -1 | 1 | 0 | 71 |
3 | 0 | 0 | 0 | 84 |
4 | 1 | 1 | 0 | 77 |
5 | 0 | 1 | 1 | 81 |
6 | -1 | -1 | 0 | 71 |
7 | 0 | -1 | -1 | 78 |
8 | 1 | -1 | 0 | 73 |
9 | -1 | 0 | 1 | 71 |
10 | 0 | 1 | -1 | 76 |
11 | 1 | 0 | -1 | 73 |
12 | 0 | 0 | 0 | 84 |
13 | 0 | -1 | 1 | 77 |
14 | 0 | 0 | 0 | 83 |
15 | -1 | 0 | -1 | 67 |
16 | 0 | 0 | 0 | 84 |
17 | 1 | 0 | 1 | 72 |
样品 Sample | 草酸 Oxalic acid | 酒石酸 Tartaric acid | 奎宁酸 Quinic acid | 苹果酸 Malic acid | 乳酸 Lactic acid | 柠檬酸 Citric acid | 富马酸 Fumaric acid | 琥珀酸 Succinic acid |
---|---|---|---|---|---|---|---|---|
鲜样 Fresh | 0.137 ±0.004 a | 1.967 ±0.07 b | 0.501 ±0.047 a | 2.311 ±0.043a | 0.137 ±0.004c | 3.506 ±0.001c | 0.084 ±0.002 b | 0.693 ±0.046 a |
未发酵 Unfermented | 0.011 ±0.001 c | 2.390 ±0.052 a | 0.460 ±0.015 a | 1.199 ±0.005 b | 6.191 ±0.015 b | 4.906 ±0.004b | 0.505 ±0.006 a | 0.376 ±0.006 b |
发酵 Fermented | 0.028 ±0.002 b | 2.402 ±0.027 a | 0.203 ±0.001 b | 1.137 ±0.004 c | 65.481 ±0.075 a | 10.136 ±0.224 a | — | 0.082 ±0.002 c |
Table 3 Comparison of organic acids content in low-sugar fermented bayberry pulp, fresh pulp and unfermented pulp mg·g-1
样品 Sample | 草酸 Oxalic acid | 酒石酸 Tartaric acid | 奎宁酸 Quinic acid | 苹果酸 Malic acid | 乳酸 Lactic acid | 柠檬酸 Citric acid | 富马酸 Fumaric acid | 琥珀酸 Succinic acid |
---|---|---|---|---|---|---|---|---|
鲜样 Fresh | 0.137 ±0.004 a | 1.967 ±0.07 b | 0.501 ±0.047 a | 2.311 ±0.043a | 0.137 ±0.004c | 3.506 ±0.001c | 0.084 ±0.002 b | 0.693 ±0.046 a |
未发酵 Unfermented | 0.011 ±0.001 c | 2.390 ±0.052 a | 0.460 ±0.015 a | 1.199 ±0.005 b | 6.191 ±0.015 b | 4.906 ±0.004b | 0.505 ±0.006 a | 0.376 ±0.006 b |
发酵 Fermented | 0.028 ±0.002 b | 2.402 ±0.027 a | 0.203 ±0.001 b | 1.137 ±0.004 c | 65.481 ±0.075 a | 10.136 ±0.224 a | — | 0.082 ±0.002 c |
序号 No. | 保留时间 Retention time/min | 化合物 Compound | ROAV | 含量Content/(ng·g-1) | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
鲜样 Fresh | 未发酵 Unfermented | 发酵 Fermented | 鲜样 Fresh | 未发酵 Unfermented | 发酵 Fermented | |||||||||
1 | 3.237 | 乙酸乙酯Ethyl acetate | 0.001 | — | — | 0.225 | — | — | ||||||
2 | 4.189 | 乙酸Acetic acid | — | 0.033 | 0.447 | — | 0.021 | 0.105 | ||||||
3 | 4.706 | 庚烷Heptane | — | 0.001 | — | — | 0.026 | — | ||||||
4 | 5.752 | 丁二醛Butanedial | — | — | — | — | — | 0.012 | ||||||
5 | 7.747 | 甲苯Toluene | 0.002 | — | — | 0.074 | — | — | ||||||
6 | 8.170 | 辛烷1-Octane | — | — | 0.026 | — | — | 0.011 | ||||||
7 | 9.585 | 己醛Hexanal | 0.018 | 0.130 | 0.296 | 0.145 | 0.015 | 0.012 | ||||||
8 | 11.738 | 对二甲苯1,4-Xylene | 0.001 | — | — | 0.104 | — | — | ||||||
9 | 11.788 | 糠醛Furfural | — | 0.709 | 0.295 | — | 0.363 | 0.056 | ||||||
10 | 13.552 | 庚醛Heptaldehyde | 0.036 | — | — | 0.163 | — | — | ||||||
11 | 13.891 | 己酸甲酯Methyl hexanoate | 0.021 | — | — | 0.140 | — | — | ||||||
12 | 14.280 | 3-己烯酸甲酯Methyl hex-3-enoate | — | — | — | 0.192 | — | — | ||||||
13 | 16.118 | (E)-2-庚烯醛trans-2-Heptenal | — | — | 100 | — | — | 0.024 | ||||||
14 | 16.416 | 2-氨基苯乙酸Benzeneacetic acid | — | — | — | — | 0.028 | 0.048 | ||||||
15 | 16.420 | 3-亚甲基十三烷3-Methylene tridecane | — | — | — | 0.066 | — | — | ||||||
16 | 16.805 | 6-甲基-5-庚烯-2-酮 | 0.008 | 0.017 | 0.375 | 0.075 | 0.002 | 0.017 | ||||||
6-Methyl-5-hepten-2-one | ||||||||||||||
17 | 17.295 | 辛醛Caprylaldehyde | 0.087 | 0.109 | 0.383 | 0.753 | 0.014 | 0.017 | ||||||
18 | 17.426 | (E)-B-罗勒烯(E)-B-Ocilene | — | — | — | 0.278 | 0.004 | — | ||||||
19 | 17.902 | 罗勒烯Ocimene | — | — | — | 0.572 | 0.003 | — | ||||||
20 | 18.459 | 3-吡喃-2,6-二酮3-Pyran-2,6-dione | — | — | — | — | 0.064 | 0.024 | ||||||
21 | 18.965 | 视黄醛Retinal | — | — | — | — | — | 0.024 | ||||||
22 | 19.689 | 芥酸Erucic acid | — | — | — | — | — | 0.012 | ||||||
23 | 19.689 | 2-辛烯醛2-Octenal | 0.018 | — | — | 0.096 | — | — | ||||||
24 | 19.823 | 甲酸辛酯Formic acid | — | — | — | 0.287 | — | 0.005 | ||||||
25 | 20.638 | 芳樟醇Linalool | 4.317 | 43.278 | 0.005 | 1.934 | 0.277 | 0.073 | ||||||
26 | 20.752 | 壬醛1-Nonanal | 0.349 | 0.439 | 0.013 | 4.064 | 0.073 | 0.064 | ||||||
27 | 21.400 | 3,7,11-三甲基-1-十二烷醇 | — | — | — | — | — | 0.01 | ||||||
3,7,11-Trimethyl-1-dodecanol | ||||||||||||||
序号 No. | 保留时间 Retention time/min | 化合物 Compound | ROAV | 含量Content/(ng·g-1) | ||||||||||
鲜样 Fresh | 未发酵 Unfermented | 发酵 Fermented | 鲜样 Fresh | 未发酵 Unfermented | 发酵 Fermented | |||||||||
28 | 22.858 | 2,6-壬二烯醛2,6-Nadienal | 0.496 | 0.832 | — | 0.062 | 0.001 | — | ||||||
29 | 23.009 | (E)-2-壬烯醛(E)-2-nonenal | 100 | 100 | — | 0.269 | 0.004 | — | ||||||
30 | 23.952 | 癸醛Decanal | 0.030 | 0.144 | 0.371 | 0.187 | 0.013 | 0.012 | ||||||
31 | 26.923 | 十一醛Undecanal | 0.484 | 1.180 | — | 0.130 | 0.005 | — | ||||||
32 | 27.875 | (-)-β-花柏烯(-)-β-faberene | — | — | — | 0.073 | 0.008 | — | ||||||
33 | 28.030 | 对乙烯基愈创木酚P-vinyl guaiacol | — | 0.073 | — | — | 0.011 | — | ||||||
34 | 28.670 | 金合欢醇Farnesol | — | — | — | 0.239 | — | 0.009 | ||||||
35 | 28.814 | β-榄香烯β-elemene | — | — | — | 0.860 | 0.022 | 0.03 | ||||||
36 | 29.351 | 异石竹烯Isocaryophyllene | — | — | — | 6.519 | 0.347 | 0.291 | ||||||
37 | 29.904 | 石竹烯Caryophyllene | 9.004 | 35.795 | 92.877 | 129.096 | 7.336 | 7.006 | ||||||
38 | 30.575 | (+)-香橙烯(+)-Lemonene | — | — | — | — | — | 0.069 | ||||||
39 | 30.897 | 蛇麻烯Lupulene | 0.263 | 0.976 | 3.018 | 3.777 | 0.200 | 0.228 | ||||||
40 | 31.088 | β-金合欢烯β-Farnesene | — | — | — | 0.306 | 0.019 | — | ||||||
41 | 31.527 | α-法呢烯α-farnesene | — | — | — | 0.372 | 0.021 | 0.019 | ||||||
42 | 31.661 | (+)-β-塞林烯(+)-β-Celene | — | — | — | 0.703 | 0.036 | 0.028 | ||||||
43 | 31.772 | 雪松烯Cedrene | — | — | — | 0.771 | 0.037 | 0.028 | ||||||
44 | 32.168 | 三甲基-1-环己烯-1-烯丙基醇 | — | — | — | — | — | 0.015 | ||||||
Trimethyl-1-cyclohexene-1-allyl alcohol | ||||||||||||||
45 | 32.926 | 3,5-二叔丁基苯酚 | — | — | — | — | — | 0.016 | ||||||
3,5-Di-tert-butylphenol | ||||||||||||||
46 | 32.040 | Δ-杜松烯Δ-Cadinene | — | — | — | 0.108 | 0.007 | — | ||||||
47 | 33.040 | 蓝桉醇Eucalyptol | — | — | — | 0.200 | 0.015 | 0.022 | ||||||
48 | 33.623 | 氧化石竹烯Caryophyllene oxide | — | — | — | — | 0.18 | 0.274 | ||||||
49 | 36.108 | 邻苯二甲酸正丁异辛酯 | — | — | 0.432 | — | — | 0.033 | ||||||
N-butyl isooctyl phthalate |
Table 4 Volatile components and content in low-sugar fermented bayberry pulp, fresh pulp and unfermented pulp
序号 No. | 保留时间 Retention time/min | 化合物 Compound | ROAV | 含量Content/(ng·g-1) | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
鲜样 Fresh | 未发酵 Unfermented | 发酵 Fermented | 鲜样 Fresh | 未发酵 Unfermented | 发酵 Fermented | |||||||||
1 | 3.237 | 乙酸乙酯Ethyl acetate | 0.001 | — | — | 0.225 | — | — | ||||||
2 | 4.189 | 乙酸Acetic acid | — | 0.033 | 0.447 | — | 0.021 | 0.105 | ||||||
3 | 4.706 | 庚烷Heptane | — | 0.001 | — | — | 0.026 | — | ||||||
4 | 5.752 | 丁二醛Butanedial | — | — | — | — | — | 0.012 | ||||||
5 | 7.747 | 甲苯Toluene | 0.002 | — | — | 0.074 | — | — | ||||||
6 | 8.170 | 辛烷1-Octane | — | — | 0.026 | — | — | 0.011 | ||||||
7 | 9.585 | 己醛Hexanal | 0.018 | 0.130 | 0.296 | 0.145 | 0.015 | 0.012 | ||||||
8 | 11.738 | 对二甲苯1,4-Xylene | 0.001 | — | — | 0.104 | — | — | ||||||
9 | 11.788 | 糠醛Furfural | — | 0.709 | 0.295 | — | 0.363 | 0.056 | ||||||
10 | 13.552 | 庚醛Heptaldehyde | 0.036 | — | — | 0.163 | — | — | ||||||
11 | 13.891 | 己酸甲酯Methyl hexanoate | 0.021 | — | — | 0.140 | — | — | ||||||
12 | 14.280 | 3-己烯酸甲酯Methyl hex-3-enoate | — | — | — | 0.192 | — | — | ||||||
13 | 16.118 | (E)-2-庚烯醛trans-2-Heptenal | — | — | 100 | — | — | 0.024 | ||||||
14 | 16.416 | 2-氨基苯乙酸Benzeneacetic acid | — | — | — | — | 0.028 | 0.048 | ||||||
15 | 16.420 | 3-亚甲基十三烷3-Methylene tridecane | — | — | — | 0.066 | — | — | ||||||
16 | 16.805 | 6-甲基-5-庚烯-2-酮 | 0.008 | 0.017 | 0.375 | 0.075 | 0.002 | 0.017 | ||||||
6-Methyl-5-hepten-2-one | ||||||||||||||
17 | 17.295 | 辛醛Caprylaldehyde | 0.087 | 0.109 | 0.383 | 0.753 | 0.014 | 0.017 | ||||||
18 | 17.426 | (E)-B-罗勒烯(E)-B-Ocilene | — | — | — | 0.278 | 0.004 | — | ||||||
19 | 17.902 | 罗勒烯Ocimene | — | — | — | 0.572 | 0.003 | — | ||||||
20 | 18.459 | 3-吡喃-2,6-二酮3-Pyran-2,6-dione | — | — | — | — | 0.064 | 0.024 | ||||||
21 | 18.965 | 视黄醛Retinal | — | — | — | — | — | 0.024 | ||||||
22 | 19.689 | 芥酸Erucic acid | — | — | — | — | — | 0.012 | ||||||
23 | 19.689 | 2-辛烯醛2-Octenal | 0.018 | — | — | 0.096 | — | — | ||||||
24 | 19.823 | 甲酸辛酯Formic acid | — | — | — | 0.287 | — | 0.005 | ||||||
25 | 20.638 | 芳樟醇Linalool | 4.317 | 43.278 | 0.005 | 1.934 | 0.277 | 0.073 | ||||||
26 | 20.752 | 壬醛1-Nonanal | 0.349 | 0.439 | 0.013 | 4.064 | 0.073 | 0.064 | ||||||
27 | 21.400 | 3,7,11-三甲基-1-十二烷醇 | — | — | — | — | — | 0.01 | ||||||
3,7,11-Trimethyl-1-dodecanol | ||||||||||||||
序号 No. | 保留时间 Retention time/min | 化合物 Compound | ROAV | 含量Content/(ng·g-1) | ||||||||||
鲜样 Fresh | 未发酵 Unfermented | 发酵 Fermented | 鲜样 Fresh | 未发酵 Unfermented | 发酵 Fermented | |||||||||
28 | 22.858 | 2,6-壬二烯醛2,6-Nadienal | 0.496 | 0.832 | — | 0.062 | 0.001 | — | ||||||
29 | 23.009 | (E)-2-壬烯醛(E)-2-nonenal | 100 | 100 | — | 0.269 | 0.004 | — | ||||||
30 | 23.952 | 癸醛Decanal | 0.030 | 0.144 | 0.371 | 0.187 | 0.013 | 0.012 | ||||||
31 | 26.923 | 十一醛Undecanal | 0.484 | 1.180 | — | 0.130 | 0.005 | — | ||||||
32 | 27.875 | (-)-β-花柏烯(-)-β-faberene | — | — | — | 0.073 | 0.008 | — | ||||||
33 | 28.030 | 对乙烯基愈创木酚P-vinyl guaiacol | — | 0.073 | — | — | 0.011 | — | ||||||
34 | 28.670 | 金合欢醇Farnesol | — | — | — | 0.239 | — | 0.009 | ||||||
35 | 28.814 | β-榄香烯β-elemene | — | — | — | 0.860 | 0.022 | 0.03 | ||||||
36 | 29.351 | 异石竹烯Isocaryophyllene | — | — | — | 6.519 | 0.347 | 0.291 | ||||||
37 | 29.904 | 石竹烯Caryophyllene | 9.004 | 35.795 | 92.877 | 129.096 | 7.336 | 7.006 | ||||||
38 | 30.575 | (+)-香橙烯(+)-Lemonene | — | — | — | — | — | 0.069 | ||||||
39 | 30.897 | 蛇麻烯Lupulene | 0.263 | 0.976 | 3.018 | 3.777 | 0.200 | 0.228 | ||||||
40 | 31.088 | β-金合欢烯β-Farnesene | — | — | — | 0.306 | 0.019 | — | ||||||
41 | 31.527 | α-法呢烯α-farnesene | — | — | — | 0.372 | 0.021 | 0.019 | ||||||
42 | 31.661 | (+)-β-塞林烯(+)-β-Celene | — | — | — | 0.703 | 0.036 | 0.028 | ||||||
43 | 31.772 | 雪松烯Cedrene | — | — | — | 0.771 | 0.037 | 0.028 | ||||||
44 | 32.168 | 三甲基-1-环己烯-1-烯丙基醇 | — | — | — | — | — | 0.015 | ||||||
Trimethyl-1-cyclohexene-1-allyl alcohol | ||||||||||||||
45 | 32.926 | 3,5-二叔丁基苯酚 | — | — | — | — | — | 0.016 | ||||||
3,5-Di-tert-butylphenol | ||||||||||||||
46 | 32.040 | Δ-杜松烯Δ-Cadinene | — | — | — | 0.108 | 0.007 | — | ||||||
47 | 33.040 | 蓝桉醇Eucalyptol | — | — | — | 0.200 | 0.015 | 0.022 | ||||||
48 | 33.623 | 氧化石竹烯Caryophyllene oxide | — | — | — | — | 0.18 | 0.274 | ||||||
49 | 36.108 | 邻苯二甲酸正丁异辛酯 | — | — | 0.432 | — | — | 0.033 | ||||||
N-butyl isooctyl phthalate |
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