Biotechnology Bulletin ›› 2026, Vol. 42 ›› Issue (10): 37-46.doi: 10.13560/j.cnki.biotech.bull.1985.2025-1369
CHEN Wen-yan1, ZHOU Rui1,2, WU Hui-hao1, LI Yao-dong1, YANG Jie1, ZANG Rong-xin1(
), XU Hong-wei1(
)
Received:2025-12-15
Online:2026-10-26
Published:2026-10-15
Contact:
ZANG Rong-xin, XU Hong-wei
E-mail:rxzang2000@163.com;xuhongwei@xbmu.edu.cn
CHEN Wen-yan, ZHOU Rui, WU Hui-hao, LI Yao-dong, YANG Jie, ZANG Rong-xin, XU Hong-wei. Construction and Optimization of Corncob Fermentation Process Using Composite Microbial Inoculum[J]. Biotechnology Bulletin, 2026, 42(10): 37-46.
| 因素 Factor | 水平 Level | ||
|---|---|---|---|
| 温度 Temperature (℃) | 28 | 30 | 32 |
| 含水量 Moisture content (%) | 40 | 45 | 50 |
| 接种量 Inoculum size (%) | 1 | 3 | 5 |
Table 1 Factors and levels of Box-Behnken design
| 因素 Factor | 水平 Level | ||
|---|---|---|---|
| 温度 Temperature (℃) | 28 | 30 | 32 |
| 含水量 Moisture content (%) | 40 | 45 | 50 |
| 接种量 Inoculum size (%) | 1 | 3 | 5 |
因素 Factor | 水平 Level | 对照组 Control group | 单菌处理组 Single-bacteria treatment group | 三菌处理组 Three-bacteria treatment group | P-value | ||
|---|---|---|---|---|---|---|---|
| ADL含量 | ADL含量 | ADL降解率 | ADL含量 | ADL降解率 | |||
| 温度 | 28 ℃ | 5.77±0.41A | 4.9±0.22B | 15.02±3.86b | 4.65±0.1B | 19.35±1.8a | <0.01 |
| 30 ℃ | 5.77±0.41A | 3.33±0.11B | 42.29±1.93b | 2.69±0.1B | 53.4±1.72a | <0.01 | |
| 32 ℃ | 5.77±0.41A | 5.14±0.09B | 10.98±1.57b | 4.31±0.1B | 25.31±1.69a | <0.01 | |
| 含水量 | 40% | 5.77±0.41A | 5.34±0.12BC | 7.45±2b | 3.74±0.6B | 32.29±1.15a | <0.01 |
| 45% | 5.77±0.41A | 4.42±0.2B | 23.34±3.49b | 2.38±0.07B | 58.83±1.24a | <0.01 | |
| 50% | 5.77±0.41A | 5.27±0.14B | 8.61±2.47b | 4.14±0.67B | 36.24±1.78a | <0.01 | |
| 接种量 | 1% | 5.77±0.41A | 5.16±0.17B | 10.63±2.86b | 4.7±0.17B | 18.48±2.91a | <0.01 |
| 3% | 5.77±0.41A | 3.36±0.16B | 41.83±2.8b | 2.57±0.09C | 55.42±1.54a | <0.01 | |
| 5% | 5.77±0.41A | 4.46±0.23B | 22.76±3.95b | 3.88±0.07C | 32.78±1.27a | <0.01 | |
Table 2 Effects of single/composite bacteria on ADL content and degradation rate (%)
因素 Factor | 水平 Level | 对照组 Control group | 单菌处理组 Single-bacteria treatment group | 三菌处理组 Three-bacteria treatment group | P-value | ||
|---|---|---|---|---|---|---|---|
| ADL含量 | ADL含量 | ADL降解率 | ADL含量 | ADL降解率 | |||
| 温度 | 28 ℃ | 5.77±0.41A | 4.9±0.22B | 15.02±3.86b | 4.65±0.1B | 19.35±1.8a | <0.01 |
| 30 ℃ | 5.77±0.41A | 3.33±0.11B | 42.29±1.93b | 2.69±0.1B | 53.4±1.72a | <0.01 | |
| 32 ℃ | 5.77±0.41A | 5.14±0.09B | 10.98±1.57b | 4.31±0.1B | 25.31±1.69a | <0.01 | |
| 含水量 | 40% | 5.77±0.41A | 5.34±0.12BC | 7.45±2b | 3.74±0.6B | 32.29±1.15a | <0.01 |
| 45% | 5.77±0.41A | 4.42±0.2B | 23.34±3.49b | 2.38±0.07B | 58.83±1.24a | <0.01 | |
| 50% | 5.77±0.41A | 5.27±0.14B | 8.61±2.47b | 4.14±0.67B | 36.24±1.78a | <0.01 | |
| 接种量 | 1% | 5.77±0.41A | 5.16±0.17B | 10.63±2.86b | 4.7±0.17B | 18.48±2.91a | <0.01 |
| 3% | 5.77±0.41A | 3.36±0.16B | 41.83±2.8b | 2.57±0.09C | 55.42±1.54a | <0.01 | |
| 5% | 5.77±0.41A | 4.46±0.23B | 22.76±3.95b | 3.88±0.07C | 32.78±1.27a | <0.01 | |
试验号 Test number | 温度 Temperature (℃) | 含水量 Water content (%) | 接种量 Inoculum concentration (%) | ADL降解率 ADL degradation rate (%) |
|---|---|---|---|---|
| 1 | 32 | 40 | 3 | 31.715 8 |
| 2 | 28 | 45 | 1 | 19.041 0 |
| 3 | 30 | 40 | 1 | 17.758 5 |
| 4 | 32 | 50 | 3 | 32.697 9 |
| 5 | 30 | 45 | 3 | 58.555 7 |
| 6 | 32 | 45 | 1 | 8.798 38 |
| 7 | 32 | 45 | 5 | 27.695 0 |
| 8 | 30 | 40 | 5 | 46.314 3 |
| 9 | 28 | 40 | 3 | 45.782 8 |
| 10 | 30 | 50 | 1 | 30.202 2 |
| 11 | 30 | 45 | 3 | 65.719 2 |
| 12 | 30 | 45 | 3 | 62.224 1 |
| 13 | 30 | 50 | 5 | 45.574 8 |
| 14 | 28 | 45 | 5 | 43.599 1 |
| 15 | 30 | 45 | 3 | 62.911 6 |
| 16 | 28 | 50 | 3 | 46.915 1 |
| 17 | 30 | 45 | 3 | 55.742 3 |
Table 3 Results of response surface methodology experiment
试验号 Test number | 温度 Temperature (℃) | 含水量 Water content (%) | 接种量 Inoculum concentration (%) | ADL降解率 ADL degradation rate (%) |
|---|---|---|---|---|
| 1 | 32 | 40 | 3 | 31.715 8 |
| 2 | 28 | 45 | 1 | 19.041 0 |
| 3 | 30 | 40 | 1 | 17.758 5 |
| 4 | 32 | 50 | 3 | 32.697 9 |
| 5 | 30 | 45 | 3 | 58.555 7 |
| 6 | 32 | 45 | 1 | 8.798 38 |
| 7 | 32 | 45 | 5 | 27.695 0 |
| 8 | 30 | 40 | 5 | 46.314 3 |
| 9 | 28 | 40 | 3 | 45.782 8 |
| 10 | 30 | 50 | 1 | 30.202 2 |
| 11 | 30 | 45 | 3 | 65.719 2 |
| 12 | 30 | 45 | 3 | 62.224 1 |
| 13 | 30 | 50 | 5 | 45.574 8 |
| 14 | 28 | 45 | 5 | 43.599 1 |
| 15 | 30 | 45 | 3 | 62.911 6 |
| 16 | 28 | 50 | 3 | 46.915 1 |
| 17 | 30 | 45 | 3 | 55.742 3 |
方差来源 Variance source | 平方和 Sum of squares | 自由度 Degree of freedom | 均方差 Mean square | F值 F value | P-value | 显著性 Significance |
|---|---|---|---|---|---|---|
| 模型Model | 4 614.81 | 9 | 512.76 | 49.08 | <0.000 1 | ** |
| A-温度 | 124.81 | 1 | 124.81 | 11.95 | 0.010 6 | * |
| B-含水量 | 90.19 | 1 | 90.19 | 8.63 | 0.021 8 | * |
| C-接种量 | 155.13 | 1 | 155.13 | 14.85 | 0.006 3 | ** |
| AB | 0.005 6 | 1 | 0.005 6 | 0.000 5 | 0.982 1 | |
| AC | 8.01 | 1 | 8.01 | 0.767 0 | 0.410 2 | |
| BC | 43.45 | 1 | 43.45 | 4.16 | 0.080 8 | |
| A2 | 1 073.31 | 1 | 1 073.31 | 102.73 | <0.000 1 | ** |
| B2 | 141.00 | 1 | 141.00 | 13.50 | 0.007 9 | ** |
| C2 | 1 731.93 | 1 | 1 731.93 | 165.78 | <0.000 1 | ** |
| 残差 | 73.13 | 7 | 10.45 | |||
| 失拟项 | 12.09 | 3 | 4.03 | 0.264 2 | 0.848 5 | no significance |
| 纯误差 | 61.04 | 4 | 15.26 | |||
| 总变异 | 4 687.94 | 16 | ||||
| R2 | 0.984 4 | |||||
| R2Adj | 0.964 3 | |||||
| R2Pre | 0.938 4 | |||||
| Adeq precision | 21.201 5 | |||||
| CV (%) | 7.84 |
Table 4 Regression model analysis of lignin degradation rate
方差来源 Variance source | 平方和 Sum of squares | 自由度 Degree of freedom | 均方差 Mean square | F值 F value | P-value | 显著性 Significance |
|---|---|---|---|---|---|---|
| 模型Model | 4 614.81 | 9 | 512.76 | 49.08 | <0.000 1 | ** |
| A-温度 | 124.81 | 1 | 124.81 | 11.95 | 0.010 6 | * |
| B-含水量 | 90.19 | 1 | 90.19 | 8.63 | 0.021 8 | * |
| C-接种量 | 155.13 | 1 | 155.13 | 14.85 | 0.006 3 | ** |
| AB | 0.005 6 | 1 | 0.005 6 | 0.000 5 | 0.982 1 | |
| AC | 8.01 | 1 | 8.01 | 0.767 0 | 0.410 2 | |
| BC | 43.45 | 1 | 43.45 | 4.16 | 0.080 8 | |
| A2 | 1 073.31 | 1 | 1 073.31 | 102.73 | <0.000 1 | ** |
| B2 | 141.00 | 1 | 141.00 | 13.50 | 0.007 9 | ** |
| C2 | 1 731.93 | 1 | 1 731.93 | 165.78 | <0.000 1 | ** |
| 残差 | 73.13 | 7 | 10.45 | |||
| 失拟项 | 12.09 | 3 | 4.03 | 0.264 2 | 0.848 5 | no significance |
| 纯误差 | 61.04 | 4 | 15.26 | |||
| 总变异 | 4 687.94 | 16 | ||||
| R2 | 0.984 4 | |||||
| R2Adj | 0.964 3 | |||||
| R2Pre | 0.938 4 | |||||
| Adeq precision | 21.201 5 | |||||
| CV (%) | 7.84 |
Fig. 4 Scanning electron microscopy results of corn cobs before and after fermentationA: Raw corncob; B: corncob fermented for 20 days; C: corncob fermented for 45 days; D: corncob fermented for 60 days
组别 Group | 对照组 Control group | 发酵时间 Fermentation time (d) | P-value | ||
|---|---|---|---|---|---|
| 7 | 14 | 21 | |||
| 粗蛋白(CP) | 2.8±1.14C | 4.69±0.62B | 5.95±0.29A | 6.79±0.44A | <0.001 |
| CP增长率 | 0.68±0.22C | 1.13±0.1B | 1.43±0.16A | <0.001 | |
| 酸性洗涤纤维(ADF) | 43.57±1.16A | 38.19±0.4B | 35.67±1.98C | 28.77±1.08D | <0.001 |
| ADF降解率 | 12.36±0.92C | 18.13±4.55B | 33.97±2.47A | <0.001 | |
| 中性洗涤粗纤维(NDF) | 78.31±1.37A | 68.13±1.36B | 66.56±0.51B | 60.99±1.83C | <0.001 |
| NDF降解率 | 13.01±1.73C | 15.01±0.65B | 22.12±2.33A | <0.001 | |
| 相对饲用品质(RFQ) | 56.22±2.7D | 74.55±0.76C | 81.07±4.06B | 102.77±3.5A | <0.001 |
| 相对饲用价值(RFV) | 41.07±0.73B | 40.7±1.44B | 42.79±2.38B | 48.14±2.04A | <0.001 |
Table 5 Effects of fermentation time on nutritional indices and feed value of corncob (%)
组别 Group | 对照组 Control group | 发酵时间 Fermentation time (d) | P-value | ||
|---|---|---|---|---|---|
| 7 | 14 | 21 | |||
| 粗蛋白(CP) | 2.8±1.14C | 4.69±0.62B | 5.95±0.29A | 6.79±0.44A | <0.001 |
| CP增长率 | 0.68±0.22C | 1.13±0.1B | 1.43±0.16A | <0.001 | |
| 酸性洗涤纤维(ADF) | 43.57±1.16A | 38.19±0.4B | 35.67±1.98C | 28.77±1.08D | <0.001 |
| ADF降解率 | 12.36±0.92C | 18.13±4.55B | 33.97±2.47A | <0.001 | |
| 中性洗涤粗纤维(NDF) | 78.31±1.37A | 68.13±1.36B | 66.56±0.51B | 60.99±1.83C | <0.001 |
| NDF降解率 | 13.01±1.73C | 15.01±0.65B | 22.12±2.33A | <0.001 | |
| 相对饲用品质(RFQ) | 56.22±2.7D | 74.55±0.76C | 81.07±4.06B | 102.77±3.5A | <0.001 |
| 相对饲用价值(RFV) | 41.07±0.73B | 40.7±1.44B | 42.79±2.38B | 48.14±2.04A | <0.001 |
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