Biotechnology Bulletin ›› 2025, Vol. 41 ›› Issue (3): 330-342.doi: 10.13560/j.cnki.biotech.bull.1985.2024-0801
REN Xin-ru1(
), ZHAO Hong-lu1, LI Ya-jing1, LIU Rong-jun2, ZENG Fan-li3, WANG Qin-hong4, WANG Zhen1(
)
Received:2024-08-21
Online:2025-03-26
Published:2025-03-20
Contact:
WANG Zhen
E-mail:renxinru2022@163.com;wangzhen@hebau.edu.cn
REN Xin-ru, ZHAO Hong-lu, LI Ya-jing, LIU Rong-jun, ZENG Fan-li, WANG Qin-hong, WANG Zhen. Impact of Low-temperature Fermentation with Mixed Microbial Agent on the Quality of Corn Straw Yellow Silage Feeds[J]. Biotechnology Bulletin, 2025, 41(3): 330-342.
| 组成成分Composition | 含量Content |
|---|---|
| 玉米秸秆 | 100 g |
| 糖蜜 | 5%(以玉米秸秆重量计) |
| 硫酸铵 | 2.5%(以玉米秸秆重量计) |
| 水 | 65%(占总质量) |
Table 1 Composition of fermented base material
| 组成成分Composition | 含量Content |
|---|---|
| 玉米秸秆 | 100 g |
| 糖蜜 | 5%(以玉米秸秆重量计) |
| 硫酸铵 | 2.5%(以玉米秸秆重量计) |
| 水 | 65%(占总质量) |
试验号 Experiment No. | 菌种名称Name of strain | ||
|---|---|---|---|
| W6-Evo20 | LAB1 | JY3242 | |
| 1 | 1 | 1 | 1 |
| 2 | 1 | 2 | 2 |
| 3 | 1 | 3 | 3 |
| 4 | 2 | 1 | 2 |
| 5 | 2 | 2 | 3 |
| 6 | 2 | 3 | 1 |
| 7 | 3 | 1 | 3 |
| 8 | 3 | 2 | 1 |
| 9 | 3 | 3 | 2 |
| 对照 | 0 | 0 | 0 |
Table 2 Compounding ratio of cold-resistant S. cerevisiae, lactic acid bacteria and Bacillus subtilis
试验号 Experiment No. | 菌种名称Name of strain | ||
|---|---|---|---|
| W6-Evo20 | LAB1 | JY3242 | |
| 1 | 1 | 1 | 1 |
| 2 | 1 | 2 | 2 |
| 3 | 1 | 3 | 3 |
| 4 | 2 | 1 | 2 |
| 5 | 2 | 2 | 3 |
| 6 | 2 | 3 | 1 |
| 7 | 3 | 1 | 3 |
| 8 | 3 | 2 | 1 |
| 9 | 3 | 3 | 2 |
| 对照 | 0 | 0 | 0 |
水平 Level | 因素Factor | ||
|---|---|---|---|
A 复配菌剂接种量 Inoculation amount of compound microbial agent A/% | B发酵时间 Fermentation time B/d | C硫酸铵添加量 Addition amount of ammonium sulfate C/% | |
| -1 | 10 | 15 | 2 |
| 0 | 15 | 20 | 2.5 |
| 1 | 20 | 25 | 3 |
Table 3 Levels of factors in Box-Behnken design
水平 Level | 因素Factor | ||
|---|---|---|---|
A 复配菌剂接种量 Inoculation amount of compound microbial agent A/% | B发酵时间 Fermentation time B/d | C硫酸铵添加量 Addition amount of ammonium sulfate C/% | |
| -1 | 10 | 15 | 2 |
| 0 | 15 | 20 | 2.5 |
| 1 | 20 | 25 | 3 |
| 等级Grade | 优良 Excellent | 中等 Medium | 差等 Inferior quality |
|---|---|---|---|
| 颜色 | 比较接近原料颜色, 一般呈黄绿或青绿色 | 与原料颜色相差较大, 呈黄褐色或暗绿色 | 黑色或墨绿色 |
| 香气 | 芳香、酒酸味 | 芳香味弱,稍有酒精或醋酸味 | 刺鼻腐臭味、霉味或其他怪味 |
| 酸味 | 酸味较浓 | 酸味中 | 酸味淡,味苦 |
| 质地 | 柔软湿润,原料茎、叶、花保持原状, 叶脉清晰、松散 | 柔软,水分稍多,原料茎、叶、 花基本保持原状 | 腐烂、黏结成块或滴水, 原料茎、叶、花保持极差 |
Table 4 Sensory evaluation standards
| 等级Grade | 优良 Excellent | 中等 Medium | 差等 Inferior quality |
|---|---|---|---|
| 颜色 | 比较接近原料颜色, 一般呈黄绿或青绿色 | 与原料颜色相差较大, 呈黄褐色或暗绿色 | 黑色或墨绿色 |
| 香气 | 芳香、酒酸味 | 芳香味弱,稍有酒精或醋酸味 | 刺鼻腐臭味、霉味或其他怪味 |
| 酸味 | 酸味较浓 | 酸味中 | 酸味淡,味苦 |
| 质地 | 柔软湿润,原料茎、叶、花保持原状, 叶脉清晰、松散 | 柔软,水分稍多,原料茎、叶、 花基本保持原状 | 腐烂、黏结成块或滴水, 原料茎、叶、花保持极差 |
| 得分Score | 10-72 | 71-37 | 36-11 | 10-0 |
|---|---|---|---|---|
| 等级 | 优等 | 良好 | 一般 | 劣质 |
Table 5 Comprehensive scoring grade for feed quality
| 得分Score | 10-72 | 71-37 | 36-11 | 10-0 |
|---|---|---|---|---|
| 等级 | 优等 | 良好 | 一般 | 劣质 |
Fig. 1 Effects of different factors on the crude protein contents of low-temperature fermented feedDifferent lowercase letters indicated significant difference (P<0.05). The same below
试验组 No. | 复配菌剂接种量 Inoculation amount of compound microbial agent/% | 发酵时间 Fermentation time/d | 硫酸铵添加量 Addition amount of ammonium sulfate/% | 粗蛋白含量 Contents of crude protein/% |
|---|---|---|---|---|
| 1 | 15 | 25 | 3 | 17.85 |
| 2 | 15 | 15 | 2 | 17.28 |
| 3 | 20 | 20 | 2 | 17.22 |
| 4 | 10 | 15 | 2.5 | 15.36 |
| 5 | 20 | 25 | 2.5 | 16.92 |
| 6 | 15 | 25 | 2 | 17.65 |
| 7 | 10 | 20 | 3 | 16.37 |
| 8 | 10 | 20 | 2 | 17.36 |
| 9 | 10 | 25 | 2.5 | 17.07 |
| 10 | 15 | 20 | 2.5 | 19.96 |
| 11 | 15 | 20 | 2.5 | 20.14 |
| 12 | 15 | 20 | 2 | 20.00 |
| 13 | 20 | 20 | 3 | 17.69 |
| 14 | 20 | 15 | 2.5 | 16.52 |
| 15 | 15 | 15 | 3 | 16.47 |
| 16 | 15 | 20 | 2.5 | 20.01 |
| 17 | 15 | 20 | 2.5 | 20.22 |
Table 6 Crude protein content of corn straw yellow silage at low-temperature fermentation via response surface optimization
试验组 No. | 复配菌剂接种量 Inoculation amount of compound microbial agent/% | 发酵时间 Fermentation time/d | 硫酸铵添加量 Addition amount of ammonium sulfate/% | 粗蛋白含量 Contents of crude protein/% |
|---|---|---|---|---|
| 1 | 15 | 25 | 3 | 17.85 |
| 2 | 15 | 15 | 2 | 17.28 |
| 3 | 20 | 20 | 2 | 17.22 |
| 4 | 10 | 15 | 2.5 | 15.36 |
| 5 | 20 | 25 | 2.5 | 16.92 |
| 6 | 15 | 25 | 2 | 17.65 |
| 7 | 10 | 20 | 3 | 16.37 |
| 8 | 10 | 20 | 2 | 17.36 |
| 9 | 10 | 25 | 2.5 | 17.07 |
| 10 | 15 | 20 | 2.5 | 19.96 |
| 11 | 15 | 20 | 2.5 | 20.14 |
| 12 | 15 | 20 | 2 | 20.00 |
| 13 | 20 | 20 | 3 | 17.69 |
| 14 | 20 | 15 | 2.5 | 16.52 |
| 15 | 15 | 15 | 3 | 16.47 |
| 16 | 15 | 20 | 2.5 | 20.01 |
| 17 | 15 | 20 | 2.5 | 20.22 |
变异来源 Source of variation | 平方和 Sum of squares | 自由度 df | 均方 Mean square | F值 F value | P值 P value | 显著性 Significance |
|---|---|---|---|---|---|---|
| Model | 39.05 | 9 | 4.34 | 436.46 | <0.000 1 | ** |
| A-复配菌剂接种量 | 0.607 6 | 1 | 0.607 6 | 61.12 | 0.000 1 | ** |
| B-发酵时间 | 1.86 | 1 | 1.86 | 186.81 | <0.000 1 | ** |
| C-硫酸铵添加量 | 0.161 | 1 | 0.161 | 16.2 | 0.005 0 | * |
| AB | 0.423 8 | 1 | 0.423 8 | 42.63 | 0.000 3 | ** |
| AC | 0.531 4 | 1 | 0.531 4 | 53.44 | 0.000 2 | ** |
| BC | 0.257 8 | 1 | 0.257 8 | 25.92 | 0.001 4 | ** |
| A² | 14.8 | 1 | 14.8 | 1 489.01 | <0.000 1 | ** |
| B² | 12.48 | 1 | 12.48 | 1 255.1 | <0.000 1 | ** |
| C² | 4.48 | 1 | 4.48 | 450.68 | <0.000 1 | ** |
| 残值 | 0.069 6 | 7 | 0.009 9 | |||
| 失拟项 | 0.021 6 | 3 | 0.007 2 | 0.600 1 | 0.648 2 | Not significant |
| 离差 | 0.048 | 4 | 0.012 | |||
| 总误差 | 39.12 | 16 |
Table 7 Analysis of variance of condition optimization for low-temperature fermentation corn straw yellow silage feed
变异来源 Source of variation | 平方和 Sum of squares | 自由度 df | 均方 Mean square | F值 F value | P值 P value | 显著性 Significance |
|---|---|---|---|---|---|---|
| Model | 39.05 | 9 | 4.34 | 436.46 | <0.000 1 | ** |
| A-复配菌剂接种量 | 0.607 6 | 1 | 0.607 6 | 61.12 | 0.000 1 | ** |
| B-发酵时间 | 1.86 | 1 | 1.86 | 186.81 | <0.000 1 | ** |
| C-硫酸铵添加量 | 0.161 | 1 | 0.161 | 16.2 | 0.005 0 | * |
| AB | 0.423 8 | 1 | 0.423 8 | 42.63 | 0.000 3 | ** |
| AC | 0.531 4 | 1 | 0.531 4 | 53.44 | 0.000 2 | ** |
| BC | 0.257 8 | 1 | 0.257 8 | 25.92 | 0.001 4 | ** |
| A² | 14.8 | 1 | 14.8 | 1 489.01 | <0.000 1 | ** |
| B² | 12.48 | 1 | 12.48 | 1 255.1 | <0.000 1 | ** |
| C² | 4.48 | 1 | 4.48 | 450.68 | <0.000 1 | ** |
| 残值 | 0.069 6 | 7 | 0.009 9 | |||
| 失拟项 | 0.021 6 | 3 | 0.007 2 | 0.600 1 | 0.648 2 | Not significant |
| 离差 | 0.048 | 4 | 0.012 | |||
| 总误差 | 39.12 | 16 |
样品名称 Description of sample | 10℃未加菌剂发酵饲料 Fermented feed without microbial agent at 10℃ | 30℃未加菌剂发酵饲料 Fermented feed without microbial agent at 30℃ | 10℃加菌剂发酵饲料 Fermented feed with microbial agent at 10℃ | 30℃加菌剂发酵饲料 Fermented feed with microbial agent at 30℃ | 未发酵基料 Unfermented base material |
|---|---|---|---|---|---|
| 含量 Content | 2.85±0.85c | 4.91±1.13a | 2.63±0.74c | 3.41±0.99b | 3.63±0.38b |
Table 8 Mycotoxin content of corn straw yellow silage feed
样品名称 Description of sample | 10℃未加菌剂发酵饲料 Fermented feed without microbial agent at 10℃ | 30℃未加菌剂发酵饲料 Fermented feed without microbial agent at 30℃ | 10℃加菌剂发酵饲料 Fermented feed with microbial agent at 10℃ | 30℃加菌剂发酵饲料 Fermented feed with microbial agent at 30℃ | 未发酵基料 Unfermented base material |
|---|---|---|---|---|---|
| 含量 Content | 2.85±0.85c | 4.91±1.13a | 2.63±0.74c | 3.41±0.99b | 3.63±0.38b |
Fig. 4 Fermentation changes of corn straw yellow silage feedA: Variation of organic nitrogen and crude protein content in corn straw yellow silage feeds. B: Analysis of volatile matter content in corn straw yellow silage feeds
Fig. 5 OPLS-DA of five kinds of corn straw yellow silage feedsA: Unfermented base material. B: 10℃ without microbial agent. C: 10℃ with microbial agent. D: 30℃ without microbial agent. E: 30℃ with microbial agent.
| 香气成分Odorous constituent | P | VIP |
|---|---|---|
| 醚类 | 0.000 3 | 1.323 16 |
| 酯类 | 0.040 8 | 1.140 23 |
| 醇类 | 0.030 1 | 1.135 96 |
| 酸酐类 | 0.000 2 | 1.135 20 |
| 其他 | 0.328 5 | 0.991 53 |
| 烯烃类 | 0.000 0 | 0.986 77 |
| 酸类 | 0.091 1 | 0.952 78 |
| 芳香化合物 | 0.000 0 | 0.948 47 |
| 杂环化合物 | 0.000 3 | 0.894 22 |
| 烷类 | 0.048 1 | 0.856 07 |
| 醛类 | 0.154 0 | 0.801 85 |
| 酮类 | 0.117 7 | 0.471 21 |
Table 9 P value and VIP value of 12 kinds of volatile components
| 香气成分Odorous constituent | P | VIP |
|---|---|---|
| 醚类 | 0.000 3 | 1.323 16 |
| 酯类 | 0.040 8 | 1.140 23 |
| 醇类 | 0.030 1 | 1.135 96 |
| 酸酐类 | 0.000 2 | 1.135 20 |
| 其他 | 0.328 5 | 0.991 53 |
| 烯烃类 | 0.000 0 | 0.986 77 |
| 酸类 | 0.091 1 | 0.952 78 |
| 芳香化合物 | 0.000 0 | 0.948 47 |
| 杂环化合物 | 0.000 3 | 0.894 22 |
| 烷类 | 0.048 1 | 0.856 07 |
| 醛类 | 0.154 0 | 0.801 85 |
| 酮类 | 0.117 7 | 0.471 21 |
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