JOURNAL OF NANJING FORESTRY UNIVERSITY ›› 2023, Vol. 47 ›› Issue (1): 209-218.doi: 10.12302/j.issn.1000-2006.202111017
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SHI Huimin1(), YE Jianren1,*(
), WANG Yan2, LU Lanxiang1, SHI Jiwu1
Received:
2021-11-11
Accepted:
2022-04-08
Online:
2023-01-30
Published:
2023-02-01
Contact:
YE Jianren
E-mail:shm@njfu.edu.cn;jrye@njfu.edu.cn
CLC Number:
SHI Huimin, YE Jianren, WANG Yan, LU Lanxiang, SHI Jiwu. Optimizing spore-producing medium and culture conditions of Bacillus velezensis strain YH-18 by response surface methodology[J]. JOURNAL OF NANJING FORESTRY UNIVERSITY, 2023, 47(1): 209-218.
Fig.1
Effects of different types of carbon and nitrogen sources and concentrations of carbon and nitrogen sources on the number of viable bacteria, spores and spore rate of Bacillus velezensis strain YH-18 Different lower case letters indicate significant differences of the same index among different treatments at 0.05 level. The same below."
Table 1
Analysis of variance for each factor in the PB trial"
方差来源 source | 系数估计 coefficient estimate | stdized 效应 stdized effect | 贡献率/% contribution | 平方和 sum of squares | 均方差 mean square | F | P | 重要性排序 importance ranking |
---|---|---|---|---|---|---|---|---|
A-碳源carbon source | -0.510 | -1.010 | 2.170 | 3.080 | 3.080 | 2 717.45 | 0.012 2 | 4 |
B-氮源nitrogen source | -1.230 | -2.460 | 12.800 | 18.210 | 18.210 | 16 048.32 | 0.005 0 | 2 |
C-CaCO3 | 0.480 | 0.950 | 1.910 | 2.720 | 2.720 | 2 399.74 | 0.013 0 | 5 |
D-MgSO4 | -0.035 | -0.069 | 0.010 | 0.014 | 0.014 | 12.75 | 0.173 8 | 10 |
E-K2HPO4·3H2O | 0.180 | 0.360 | 0.280 | 0.400 | 0.400 | 350.06 | 0.034 0 | 8 |
F-装液量liquid loading | -2.950 | -5.910 | 73.590 | 104.730 | 104.730 | 92 281.86 | 0.002 1 | 1 |
G-初始pH initial pH | 0.280 | 0.550 | 0.640 | 0.920 | 0.920 | 807.78 | 0.022 4 | 7 |
H-转速rotation speed | -0.082 | -0.160 | 0.057 | 0.081 | 0.081 | 71.00 | 0.075 2 | 9 |
J-温度temperature | 0.410 | 0.810 | 1.400 | 1.990 | 1.990 | 1 751.09 | 0.015 2 | 6 |
K-接菌量inoculation amount | 0.920 | 1.840 | 7.150 | 10.180 | 10.180 | 8 966.24 | 0.006 7 | 3 |
模型model | 6.530 | 0 | 0 | 142.320 | 14.230 | 12 540.63 | 0.006 9 |
Table 2
Steepest climb test"
试验号 treatment No. | 氮源/% nitrogen source | 接菌量/% inoculation amount | 装液量/% liquid loading | 活菌数/ (×109 cfu· mL-1) number of bacteria | 芽孢数/ (×109 cfu· mL-1) number of spore | 试验号 treatment No. | 氮源/% nitrogen source | 接菌量/% inoculation amount | 装液量/% liquid loading | 活菌数/ (×109 cfu· mL-1) number of bacteria | 芽孢数/ (×109 cfu· mL-1) number of spore |
---|---|---|---|---|---|---|---|---|---|---|---|
1 | 0.2 | 0.5 | 20 | 2.04 | 1.18 | 4 | 0.8 | 1.1 | 32 | 2.97 | 2.22 |
2 | 0.4 | 0.7 | 24 | 1.78 | 0.46 | 5 | 1.0 | 1.3 | 36 | 1.70 | 1.49 |
3 | 0.6 | 0.9 | 28 | 2.08 | 1.47 | 6 | 1.2 | 1.5 | 40 | 1.03 | 0.84 |
Table 3
BBD ANOVA results"
方差来源 source | 平方和 sum of squares | 自由度 df | 均方差 mean square | F | P | 显著性 |
---|---|---|---|---|---|---|
模型model | 8.14 | 9 | 0.900 | 7.570 | 0.007 1 | 显著 |
A-氮源质量分数nitrogen source concentration | 3.19 | 1 | 3.190 | 26.690 | 0.001 3 | 显著 |
B-接菌量inoculation amount | 3.245×10-5 | 1 | 3.245×10-5 | 2.716×10-4 | 0.987 3 | 不显著 |
C-装液量liquid loading | 0.52 | 1 | 0.520 | 4.310 | 0.076 5 | 不显著 |
A×B | 1.322×10-4 | 1 | 1.322×10-4 | 1.107×10-3 | 0.974 4 | 不显著 |
A×C | 0.51 | 1 | 0.510 | 4.240 | 0.078 4 | 不显著 |
B×C | 3.053×10-3 | 1 | 3.053×10-3 | 0.026 | 0.877 5 | 不显著 |
A2 | 3.21 | 1 | 3.210 | 26.850 | 0.001 3 | 显著 |
B2 | 1.53 | 1 | 1.530 | 12.840 | 0.008 9 | 显著 |
C2 | 1.73 | 1 | 1.730 | 14.520 | 0.006 6 | 显著 |
残差误差residual | 0.84 | 7 | 0.120 | |||
失拟项lack of fit | 0.63 | 3 | 0.210 | 4.030 | 0.105 9 | 不显著 |
纯误差pure error | 0.21 | 4 | 0.052 | |||
总和cor total | 8.98 | 16 |
Fig.5
Inhibition of growth of Agrobacterium tumefaciens strain C58 by fermentation filtrate before and after optimization(A) and shelf life of fermentation broth before and after optimization(B) Different lowercase letters at the same treatments indicate significant difference among different times at 0.05 level."
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