1 材料与方法
1.1 试验材料
1.2 试验设计
1.3 发酵棉籽粕常规营养成分及FG含量的测定
1.4 发酵棉籽粕十二烷基磺酸钠-聚丙烯酰胺凝胶电泳(SDS-PAGE)检验
1.5 体外瘤胃发酵试验
1.6 体外瘤胃发酵参数的测定
1.7 体外瘤胃微生物区系的测定
1.8 数据统计分析
2 结果与分析
2.1 不同发酵处理对棉籽粕营养物质及FG含量的影响
表1 不同发酵处理对棉籽粕营养物质含量及FG含量的影响(干物质基础)Table 1 Effects of different fermentation treatments on nutrient and FG contents of cottonseed meal (DM basis) |
| 项目 Items | 原料组 Raw material group | 对照组 Control group | 蛋白酶组 Protease group | 微生物组 Microbe group | 菌酶协同组 Bacteria-enzyme synergy group | P值 P-value |
|---|---|---|---|---|---|---|
| 粗蛋白质CP/% | 43.97±0.71 | 44.10±0.62 | 44.20±0.60 | 44.60±0.46 | 44.58±0.54 | 0.273 |
| 粗脂肪EE/% | 3.22±0.93 | 3.37±0.81 | 2.89±0.86 | 3.06±1.41 | 2.66±1.17 | 0.801 |
| 中性洗涤纤维NDF/% | 39.43±4.67 | 39.33±3.89 | 38.12±3.18 | 36.31±1.08 | 35.56±0.88 | 0.144 |
| 酸性洗涤纤维ADF/% | 14.57±0.82 | 14.69±1.10 | 14.44±0.33 | 15.39±0.64 | 14.78±0.39 | 0.211 |
| 粗灰分Ash/% | 7.59±0.05c | 7.69±0.11bc | 7.77±0.11abc | 8.05±0.14a | 7.97±0.54ab | 0.029 |
| 钙Ca/% | 0.36±0.02 | 0.36±0.01 | 0.36±0.01 | 0.36±0.01 | 0.37±0.01 | 0.360 |
| 磷P/% | 0.49±0.04 | 0.49±0.02 | 0.51±0.02 | 0.50±0.02 | 0.52±0.05 | 0.292 |
| 游离棉酚FG/(mg/kg) | 817.90±68.90b | 887.27±54.31a | 635.45±18.61c | 565.95±53.30d | 683.85±46.45c | <0.001 |
| 酸溶蛋白ASP/% | 3.81±0.15c | 4.01±0.09b | 8.24±0.07a | 3.72±0.08c | 8.33±0.09a | <0.001 |
2.2 SDS-PAGE电泳结果
2.3 不同发酵处理棉籽粕对体外瘤胃发酵参数的影响
表2 不同发酵处理棉籽粕对体外瘤胃发酵参数的影响Table 2 Effects of different fermentation treatments of cottonseed meal on rumen fermentation parameters in vitro |
| 项目 Items | 原料组 Raw material group | 对照组 Control group | 蛋白酶组 Protease group | 微生物组 Microbe group | 菌酶协同组 Bacteria-enzyme synergy group | P值 P-value |
|---|---|---|---|---|---|---|
| 产气量Gas production/mL | ||||||
| 3 h | 10.50±1.87ab | 9.50±1.97bc | 12.33±1.51a | 8.17±1.47c | 10.00±1.10bc | 0.003 |
| 6 h | 20.50±2.26bc | 20.17±2.64bc | 26.17±1.94a | 17.67±2.25c | 21.67±2.42b | <0.001 |
| 9 h | 31.17±2.99c | 32.00±3.22c | 40.33±2.16a | 29.00±2.83c | 35.83±3.31b | <0.001 |
| 12 h | 43.17±3.49c | 44.50±4.04c | 54.50±1.87a | 43.33±3.88c | 49.17±2.48b | <0.001 |
| 24 h | 78.17±4.71b | 77.00±2.83b | 87.67±1.86a | 76.17±5.23b | 83.50±1.87a | <0.001 |
| 36 h | 94.50±5.65bc | 93.00±2.76c | 102.33±3.08a | 90.50±5.21c | 98.00±1.55ab | <0.001 |
| 48 h | 104.00±5.55bc | 102.33±3.20bc | 110.67±3.14a | 99.33±5.72c | 106.67±1.51ab | 0.001 |
| pH | 6.87±0.04b | 6.90±0.06ab | 6.91±0.05ab | 6.93±0.04a | 6.96±0.02a | 0.027 |
| 氨态氮NH3-N/(mg/L) | 457.28±23.18b | 414.56±10.04c | 501.90±42.93a | 432.07±30.14bc | 505.90±16.54a | <0.001 |
| 干物质降解率DMD/% | 63.42±2.04c | 60.66±3.45c | 67.48±1.07b | 60.65±2.71c | 71.62±1.76a | <0.001 |
2.4 不同发酵处理棉籽粕对体外瘤胃发酵VFA含量的影响
表3 不同发酵处理棉籽粕对体外瘤胃发酵VFA含量的影响Table 3 Effects of different fermentation treatments of cottonseed meal on rumen VFA content in vitro fermentation |
| 项目 Items | 原料组 Raw material group | 对照组 Control group | 蛋白酶组 Protease group | 微生物组 Microbe group | 菌酶协同组 Bacteria-enzyme synergy group | P值 P-value |
|---|---|---|---|---|---|---|
| 乙酸Acetate/(mmol/L) | 35.99±1.76b | 37.17±2.53b | 40.36±1.85a | 37.22±2.94b | 42.03±2.92a | 0.001 |
| 丙酸Propionate/(mmol/L) | 18.44±1.01b | 18.39±1.17b | 19.58±0.46ab | 18.51±1.46b | 20.39±1.36a | 0.019 |
| 异丁酸Isobutyrate/(mmol/L) | 1.07±0.05b | 1.10±0.07b | 1.31±0.03a | 1.14±0.09b | 1.38±0.06a | <0.001 |
| 丁酸Butyrate/(mmol/L) | 5.49±0.31b | 5.48±0.34b | 6.54±0.25a | 5.38±0.46b | 6.86±0.36a | <0.001 |
| 异戊酸Isovalerate/(mmol/L) | 2.96±0.13c | 3.04±0.19c | 3.58±0.06b | 3.14±0.21c | 3.84±0.18a | <0.001 |
| 戊酸Valerate/(mmol/L) | 3.64±0.18b | 3.75±0.23b | 4.62±0.25a | 3.68±0.28b | 4.87±0.28a | <0.001 |
| 乙酸/丙酸Acetate/propionate | 1.95±0.04b | 2.02±0.04a | 2.06±0.05a | 2.01±0.02a | 2.06±0.05a | 0.001 |
| 总挥发性脂肪酸 TVFA/(mmol/L) | 69.54±3.28b | 70.95±4.44b | 78.05±2.54a | 71.09±5.42b | 81.42±5.07a | <0.001 |
2.5 菌酶协同发酵棉籽粕对体外瘤胃发酵微生物区系的影响
2.5.1 瘤胃微生物16S rDNA测序数据质量评估
2.5.2 菌酶协同发酵棉籽粕对体外瘤胃发酵菌群alpha多样性的影响
表4 菌酶协同发酵棉籽粕对体外瘤胃发酵菌群alpha多样性的影响Table 4 Effects of bacteria-enzyme synergy fermented cottonseed meal on microbiota alpha diversity of rumen fermentation in vitro |
| 项目 Items | 对照组 Control group | 菌酶协同组 Bacteria-enzyme synergy group | P值 P-value |
|---|---|---|---|
| Chao1指数Chao1 index | 863.77±57.47 | 876.94±42.06 | 0.660 |
| Dominance指数Dominance index | 0.04±0.01 | 0.03±0.01 | 0.532 |
| Observed_features指数Observed_features index | 840.33±44.40 | 849.50±40.08 | 0.715 |
| Pielou_e指数Pielou_e index | 0.71±0.03 | 0.72±0.02 | 0.579 |
| Shannon指数Shannon index | 6.90±0.26 | 6.99±0.20 | 0.507 |
| Simpson指数Simpson index | 0.96±0.01 | 0.97±0.01 | 0.532 |
2.5.3 操作分类单位(OTUs)分析
2.5.4 发酵棉籽粕对体外胃瘤发酵菌群beta多样性的影响
2.5.5 菌酶协同发酵棉籽粕对体外瘤胃发酵菌群构成的影响
表5 菌酶协同发酵棉籽粕对体外瘤胃发酵菌群门水平相对丰度的影响Table 5 Effects of bacteria-enzyme synergy fermented cottonseed meal on microbiota relative abundance of rumen fermentation in vitro at phylum level % |
| 项目 Items | 对照组 Control group | 菌酶协同组 Bacteria-enzyme synergy group | P值 P-value |
|---|---|---|---|
| 拟杆菌门Bacteroidota | 36.14±2.92a | 32.82±1.92b | 0.042 |
| 厚壁菌门Firmicutes | 30.92±3.77 | 35.43±3.45 | 0.055 |
| 变形菌门Proteobacteria | 30.43±5.39 | 28.61±3.90 | 0.519 |
| 脱硫杆菌门Desulfobacterota | 0.58±0.09b | 0.81±0.14a | 0.007 |
| 互养菌门Synergistota | 0.46±0.05b | 0.71±0.07a | <0.001 |
| 广古菌门Euryarchaeota | 0.42±0.13 | 0.54±0.12 | 0.124 |
| 螺旋体门Spirochaetota | 0.29±0.10 | 0.34±0.13 | 0.463 |
| 疣微菌门Verrucomicrobiota | 0.30±0.08 | 0.27±0.11 | 0.584 |
| 放线菌门Actinobacteriota | 0.14±0.04 | 0.17±0.04 | 0.282 |
| 纤维杆菌门Fibrobacterota | 0.06±0.04 | 0.03±0.02 | 0.083 |
| 其他Others | 0.26±0.05 | 0.27±0.07 | 0.702 |
表6 菌酶协同发酵棉籽粕对体外瘤胃发酵菌群属水平相对丰度的影响Table 6 Effects of bacteria-enzyme synergy fermented cottonseed meal on microbiota relative abundance of rumen fermentation in vitro at genus level % |
| 项目 Items | 对照组 Control group | 菌酶协同组 Bacteria-enzyme synergy group | P值 P-value |
|---|---|---|---|
| 瘤胃杆菌属Ruminobacter | 26.20±5.54 | 24.74±3.70 | 0.603 |
| 理研菌科RC9肠道群Rikenellaceae_RC9_gut_group | 14.60±0.55 | 14.47±0.71 | 0.722 |
| NK4A214群NK4A214_group | 4.18±0.58 | 5.00±0.87 | 0.085 |
| 瘤胃球菌属Ruminococcus | 4.39±0.62 | 4.81±0.78 | 0.326 |
| 普雷沃氏菌属7 Prevotella_7 | 3.17±1.58 | 1.66±0.87 | 0.067 |
| 普雷沃氏菌属Prevotella | 3.69±0.83 | 2.77±0.64 | 0.056 |
| 解琥珀酸菌属Succiniclasticum | 2.81±0.64 | 3.08±0.44 | 0.425 |
| UCG-002 | 2.74±0.14b | 3.49±0.19a | <0.001 |
| 琥珀酸弧菌科UCG-001 Succinivibrionaceae_UCG-001 | 3.13±0.39a | 2.60±0.41b | 0.047 |
| 丹毒丝菌科UCG-009 Erysipelotrichaceae_UCG-009 | 1.73±0.44b | 2.23±0.23a | 0.033 |
| 其他Others | 33.36±3.19 | 35.16±2.13 | 0.278 |
2.6 体外瘤胃发酵参数与属水平菌群相对丰度相关性分析
图5 体外瘤胃发酵参数与属水平菌群相对丰度相关性分析不同颜色表示相关系数的正负,颜色越深则相关性越强。*表示显著相关(P<0.05),**表示极显著相关(P<0.01)。 Fig.5 Correlation analysis between rumen fermentation parameters and microbiota relative abundance at genus level in vitro Different colors represented the positive and negative of correlation coefficients, and the deeper the color, the stronger the correlation. * indicated significant correlation (P<0.05), and ** indicated extremely significant correlation (P<0.01). |
