1 材料与方法
1.1 试验材料
表1 不同比例混合青贮的营养水平(干物质基础)Table 1 Nutrient levels of silage mixed in different proportions (DM basis)% |
| 芦苇秸秆∶残次香梨 Reed straw∶defective pear | 粗蛋白质 CP | 中性洗涤纤维 NDF | 酸性洗涤纤维 ADF | 可溶性碳水化合物 WSC |
|---|---|---|---|---|
| 100∶0 | 5.27 | 70.51 | 41.76 | 1.14 |
| 80∶20 | 5.12 | 65.25 | 40.72 | 1.82 |
| 60∶40 | 4.84 | 58.51 | 38.41 | 2.80 |
| 40∶60 | 4.74 | 49.69 | 36.63 | 3.93 |
1.2 试验设计
1.3 体外发酵试验
1.3.1 体外产气
1.3.2 营养物质降解率测定
降解率(%)=100×(a-b)/a。
1.4 测定指标及方法
1.4.1 产气量及产气参测定
GP=a+b(1-e-ct)。
1.4.2 发酵参数测定
1.4.3 瘤胃微生物多样性测定
1.4.4 单项组合效应指数(SFAEI)与多项指标综合指数(MFAEI)的计算
SFAEI= 。
1.5 微生物测序数据分析
1.6 数据统计分析
2 结果与分析
2.1 不同比例混合青贮对体外发酵产气量和产气参数的影响
表2 不同比例混合青贮对体外发酵产气量和产气参数的影响Table 2 Effects of different proportions of mixed silage on in vitro fermentation gas production and gas production parameters |
| 项目 Items | 组别 Groups | SEM | P值 P-value | |||||
|---|---|---|---|---|---|---|---|---|
| Ⅰ | Ⅱ | Ⅲ | Ⅳ | 比例 Proportion | 时间 Time | 比例×时间 Proportion×time | ||
| 产气量 Gas production/mL | ||||||||
| 3 h | 5.33Hc | 7.67Hb | 8.33Hb | 10.33Ha | 0.56 | <0.001 | <0.001 | <0.001 |
| 6 h | 9.00Gc | 11.33Gbc | 12.67Gb | 16.00Ga | 0.83 | 0.001 | ||
| 9 h | 11.33Fc | 15.67Fb | 17.33Fb | 20.33Fa | 1.01 | <0.001 | ||
| 12 h | 14.67Ed | 18.00Ec | 21.00Eb | 26.33Ea | 1.33 | <0.001 | ||
| 24 h | 23.67Dc | 28.33Db | 30.33Dab | 36.00Da | 1.37 | <0.001 | ||
| 36 h | 30.33Cc | 37.33Cb | 39.33Cb | 45.00Ca | 1.60 | <0.001 | ||
| 48 h | 36.00Bc | 42.67Bb | 46.67Ba | 51.00Ba | 1.69 | <0.001 | ||
| 72 h | 43.67Ac | 51.33Ab | 56.33Ab | 59.00Aa | 1.80 | <0.001 | ||
| 产气参数 Gas production parameters | ||||||||
| 快速产气部分 a/mL | 2.34c | 4.00bc | 5.27ab | 6.07a | 0.48 | 0.006 | ||
| 慢速产气部分 b/mL | 52.30b | 58.50b | 59.07b | 65.74a | 1.67 | 0.011 | ||
| 潜在产气量 a+b/mL | 54.64c | 62.50b | 64.34b | 71.81a | 2.02 | 0.002 | ||
| 产气速率常数 c | 0.022b | 0.023b | 0.021b | 0.031a | 0.001 | 0.016 | ||
同列数据肩标不同大写字母表示不同时间之间差异显著(P<0.05),同行数据肩标不同小写字母表示不同组之间差异显著(P<0.05)。表3、4、7、8、9同。 | |
In the same column, values with different capital letter superscripts mean significant differences among different time (P<0.05); in the same row, values with different small letter superscripts mean significant differences among groups (P<0.05). The same as Table 3, Table 4, Table 7, Table 8, and Table 9. |
2.2 不同比例混合青贮对体外发酵参数的影响
表3 不同比例混合青贮对体外发酵pH和氨态氮含量的影响Table 3 Effects of different proportions of mixed silage on in vitro fermentation pH and ammonia nitrogen content |
| 项目 Items | 组别 Groups | SEM | P值 P-value | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Ⅰ | Ⅱ | Ⅲ | Ⅳ | 比例 Proportion | 时间 Time | 比例×时间 Proportion×time | ||||
| pH | ||||||||||
| 0 h | 6.88A | 6.85A | 6.84A | 6.86A | 0.01 | 0.317 | <0.001 | <0.001 | ||
| 3 h | 6.76Ba | 6.70Bb | 6.63Bc | 6.56Bd | 0.02 | <0.001 | ||||
| 6 h | 6.71Ca | 6.64Cab | 6.57Cbc | 6.50Cc | 0.03 | 0.006 | ||||
| 9 h | 6.65Da | 6.60CDb | 6.52Dc | 6.46CDd | 0.02 | <0.001 | ||||
| 12 h | 6.61Da | 6.56Db | 6.49Dc | 6.44Dd | 0.02 | <0.001 | ||||
| 24 h | 6.49Ea | 6.45Ea | 6.39Eb | 6.30Ec | 0.02 | <0.001 | ||||
| 36 h | 6.39Fa | 6.35Fb | 6.30Fc | 6.23Fd | 0.02 | <0.001 | ||||
| 48 h | 6.31Ga | 6.27Ga | 6.21Gb | 6.15Gc | 0.02 | <0.001 | ||||
| 72 h | 6.25Ha | 6.23Ga | 6.19Gb | 6.15Gc | 0.01 | 0.002 | ||||
| 氨态氮NH3-N/(mg/dL) | ||||||||||
| 0 h | 8.52G | 8.53H | 8.52I | 8.53I | 0.04 | 1.000 | <0.001 | <0.001 | ||
| 3 h | 9.52F | 9.43G | 9.34H | 9.24H | 0.06 | 0.478 | ||||
| 6 h | 11.00EFa | 10.44Fab | 10.03Gb | 9.82Gb | 0.17 | 0.047 | ||||
| 9 h | 12.11Ea | 11.26Eab | 10.68Fb | 9.99Fb | 0.29 | 0.024 | ||||
| 12 h | 13.56Da | 12.74Dab | 12.16Ebc | 11.51Ec | 0.28 | 0.012 | ||||
| 24 h | 16.17Ca | 15.85Cb | 15.31Dc | 14.64Cd | 0.17 | <0.001 | ||||
| 36 h | 18.55Ba | 17.94Bb | 17.71Cb | 17.11Bc | 0.16 | <0.001 | ||||
| 48 h | 20.54Aa | 19.31Ab | 19.13Bb | 18.23Ac | 0.25 | <0.001 | ||||
| 72 h | 21.04Aa | 19.91Ab | 19.67Ab | 18.63Ac | 0.26 | <0.001 | ||||
表4 不同比例混合青贮对体外发酵VFA含量的影响Table 4 Effects of different proportions of mixed silage on in vitro fermentation VFA contents |
| 项目 Items | 组别 Groups | SEM | P值 P-value | |||||
|---|---|---|---|---|---|---|---|---|
| Ⅰ | Ⅱ | Ⅲ | Ⅳ | 比例 Proportion | 时间 Time | 比例×时间 Proportion×time | ||
| 总挥发性脂肪酸 TVFA/(mmol/L) | ||||||||
| 0 h | 18.99I | 18.97I | 18.84I | 18.95I | 0.04 | 0.48 | <0.001 | <0.001 |
| 3 h | 20.97Hb | 20.93Hb | 21.07Hab | 21.25Ha | 0.05 | 0.04 | ||
| 6 h | 23.24Gc | 23.28Gc | 23.72Gb | 24.31Ga | 0.13 | <0.001 | ||
| 9 h | 25.35Fd | 25.66Fc | 26.15Fb | 26.09Fa | 0.13 | <0.001 | ||
| 12 h | 27.81Ec | 27.97Ec | 28.46Eb | 29.56Ea | 0.21 | <0.001 | ||
| 24 h | 32.54Dc | 32.76Dc | 33.18Db | 34.28Da | 0.21 | <0.001 | ||
| 36 h | 35.78Cb | 35.83Cb | 36.04Cb | 37.29Ca | 0.19 | <0.001 | ||
| 48 h | 37.64Bc | 37.77Bbc | 38.05Bb | 38.96Ba | 0.16 | <0.001 | ||
| 72 h | 38.79Ab | 39.01Ab | 39.12Ab | 40.17Aa | 0.17 | <0.001 | ||
| 乙酸 AA/(mmol/L) | ||||||||
| 0 h | 14.47I | 14.38I | 14.36I | 14.43I | 0.02 | 0.343 | <0.001 | <0.001 |
| 3 h | 15.53Ha | 15.29Hb | 15.14Hc | 14.95Hd | 0.06 | <0.001 | ||
| 6 h | 16.40Ga | 16.25Gab | 16.11Gb | 15.91Gc | 0.06 | 0.001 | ||
| 9 h | 17.48Fa | 17.32Fb | 17.09Fc | 16.96Fd | 0.06 | <0.001 | ||
| 12 h | 18.32Ea | 18.17Ea | 17.98Eb | 17.85Eb | 0.06 | <0.001 | ||
| 24 h | 21.13Da | 20.93Db | 20.68Dc | 20.47Dd | 0.08 | <0.001 | ||
| 36 h | 22.67Ca | 22.27Cb | 22.06Cbc | 21.94Cc | 0.09 | <0.001 | ||
| 48 h | 23.42Ba | 23.00Bb | 22.83Bb | 22.57Bc | 0.10 | <0.001 | ||
| 72 h | 23.84Aa | 23.56Ab | 23.31Ac | 23.12Ac | 0.09 | <0.001 | ||
| 丙酸 PA/(mmol/L) | ||||||||
| 0 h | 2.85I | 2.90I | 2.83I | 2.84I | 0.02 | 0.744 | <0.001 | <0.001 |
| 3 h | 3.31Hc | 3.39Hbc | 3.51Hb | 3.79Ha | 0.06 | <0.001 | ||
| 6 h | 3.96Gd | 4.12Gc | 4.55Gb | 4.92Ga | 0.11 | <0.001 | ||
| 9 h | 4.57Fd | 4.81Fc | 5.22Fb | 5.91Fa | 0.15 | <0.001 | ||
| 12 h | 5.55Ec | 5.66Ec | 5.99Eb | 6.89Ea | 0.16 | <0.001 | ||
| 24 h | 6.93Dd | 7.12Dc | 7.52Db | 8.24Da | 0.15 | <0.001 | ||
| 36 h | 7.83Cd | 8.15Cc | 8.49Cb | 9.24Ca | 0.16 | <0.001 | ||
| 48 h | 8.77Bd | 9.08Bc | 9.43Bb | 10.01Ba | 0.14 | <0.001 | ||
| 72 h | 9.45Ad | 9.65Ac | 9.94Ab | 10.51Aa | 0.12 | <0.001 | ||
| 丁酸 BA/(mmol/L) | ||||||||
| 0 h | 1.67H | 1.70H | 1.65H | 1.68I | 0.02 | 0.919 | <0.001 | <0.001 |
| 3 h | 2.13Gc | 2.26Gb | 2.41Ga | 2.51Ha | 0.05 | <0.001 | ||
| 6 h | 2.88Fc | 2.92Fc | 3.06Fb | 3.47Ga | 0.07 | <0.001 | ||
| 9 h | 3.30Ed | 3.53Ec | 3.85Eb | 4.33Fa | 0.12 | <0.001 | ||
| 12 h | 3.94Dd | 4.13Dc | 4.49Db | 4.82Ea | 0.10 | <0.001 | ||
| 24 h | 4.48Cd | 4.71Cc | 4.98Cb | 5.56Da | 0.12 | <0.001 | ||
| 36 h | 5.28Bc | 5.40Bbc | 5.49Bb | 6.11Ca | 0.10 | <0.001 | ||
| 48 h | 5.45Ac | 5.69Ab | 5.79Ab | 6.38Ba | 0.11 | <0.001 | ||
| 72 h | 5.50Ac | 5.80Ab | 5.87Ab | 6.54Aa | 0.12 | <0.001 | ||
| 乙酸/丙酸 AA/PA | ||||||||
| 0 h | 5.07A | 4.95A | 5.08A | 5.10A | 0.04 | 0.657 | <0.001 | <0.001 |
| 3 h | 4.69Ba | 4.51Ba | 4.32Bb | 3.95Bc | 0.09 | <0.001 | ||
| 6 h | 4.14Ca | 3.94Cb | 3.54Cc | 3.24Cd | 0.11 | <0.001 | ||
| 9 h | 3.83Da | 3.61Db | 3.28Dc | 2.87Dd | 0.11 | <0.001 | ||
| 12 h | 3.31Ea | 3.21Eb | 3.00Ec | 2.59Ed | 0.08 | <0.001 | ||
| 24 h | 3.05Fa | 2.94Fb | 2.75Fc | 2.48EFd | 0.07 | <0.001 | ||
| 36 h | 2.89Ga | 2.73Gb | 2.60Gc | 2.38Fd | 0.06 | <0.001 | ||
| 48 h | 2.67Ha | 2.53Hb | 2.42Hc | 2.25Gd | 0.05 | <0.001 | ||
| 72 h | 2.52Ia | 2.44Ib | 2.34Hc | 2.20Gd | 0.04 | <0.001 | ||
2.3 不同比例混合青贮体外发酵对营养物质降解率的影响
表5 不同比例混合青贮对体外发酵营养物质降解率的影响Table 5 Effects of different proportions of mixed silage on in vitro fermentation degradation rate of nutrients % |
| 项目 Items | 组别 Groups | SEM | P值 P-value | |||
|---|---|---|---|---|---|---|
| Ⅰ | Ⅱ | Ⅲ | Ⅳ | |||
| 干物质降解率 DMD | 56.40d | 58.40c | 61.60b | 63.86a | 0.87 | <0.001 |
| 中性洗涤纤维降解率 NDFD | 44.41d | 48.56c | 51.21b | 54.01a | 1.07 | <0.001 |
| 酸性洗涤纤维降解率 ADFD | 39.44d | 43.33c | 48.31b | 51.55a | 1.40 | <0.001 |
2.4 不同比例混合青贮对体外发酵多项组合效应值的影响
表6 不同比例混合青贮对体外发酵多项组合效应值的影响Table 6 Effects of different proportions of mixed silage on in vitro fermentation multiple combination effect values |
| 项目 Items | 组别 Groups | SEM | P值 P-value | ||
|---|---|---|---|---|---|
| Ⅱ | Ⅲ | Ⅳ | |||
| 单项指标综合指数 SFAEI | |||||
| pH | -0.68a | -1.57b | -2.43c | 0.13 | 0.002 |
| 氨态氮 NH3-N | -4.47a | -6.90a | -11.31b | 0.86 | <0.001 |
| 总挥发性脂肪酸 TVFA | 0.56b | 0.84b | 3.44a | 0.27 | <0.001 |
| 产气量 GP | 14.92c | 22.47b | 25.98a | 1.52 | <0.001 |
| 多项指标综合指数 MFAEI | 10.34b | 14.85a | 15.68a | 1.16 | <0.001 |
2.5 不同比例混合青贮体外发酵瘤胃微生物多样性分析
2.5.1 不同比例混合青贮体外发酵瘤胃微生物α多样性分析
表7 不同比例混合青贮体外发酵瘤胃微生物α多样性分析Table 7 Alpha diversity analysis of in vitro fermentation rumen microbiota of mixed silage with different proportions |
| 项目 Items | 组别 Groups | SEM | P值 P-value | |||||
|---|---|---|---|---|---|---|---|---|
| Ⅰ | Ⅱ | Ⅲ | Ⅳ | 比例 Proportion | 时间 Time | 比例×时间 Proportion× time | ||
| Chao1指数 Chao1 index | ||||||||
| 0 h | 909.12CDb | 1 151.02Aa | 1 107.22ABa | 966.02Cb | 34.44 | 0.008 | <0.001 | <0.001 |
| 3 h | 990.33Ca | 1 041.69Ba | 839.36Cb | 871.41Db | 28.98 | 0.009 | ||
| 6 h | 842.92Dab | 886.31CDa | 917.05Ca | 777.83Db | 19.74 | 0.036 | ||
| 9 h | 1 375.28Aa | 780.67Dd | 947.51BCc | 1 084.61Bb | 67.72 | <0.001 | ||
| 12 h | 995.86Cb | 1 111.71ABab | 1 026.33Bb | 1 161.45ABa | 24.92 | 0.035 | ||
| 24 h | 861.42Db | 885.33CDb | 1 179.19Aa | 1 214.40Aa | 52.18 | <0.001 | ||
| 36 h | 946.88CDa | 932.67Ca | 964.21BCa | 796.37Db | 24.40 | 0.023 | ||
| 48 h | 997.64Ca | 787.30Dc | 911.52Cb | 881.29CDb | 24.90 | 0.002 | ||
| 72 h | 1 120.13Ba | 946.00BCb | 1 117.63ABa | 837.35Dc | 38.75 | 0.001 | ||
| ACE指数 ACE index | ||||||||
| 0 h | 912.39Dc | 1 153.63Aa | 1 109.42Aa | 968.47Cb | 30.39 | <0.001 | ||
| 3 h | 994.24CDb | 1 046.09Ba | 843.37Dc | 875.76Dc | 25.96 | <0.001 | ||
| 6 h | 846.85Db | 891.38Cab | 920.28Ca | 781.94Ec | 17.68 | 0.004 | ||
| 9 h | 1 381.15Aa | 786.41Dd | 953.77BCc | 1 088.52Bb | 66.07 | <0.001 | <0.001 | <0.001 |
| 12 h | 999.81Cc | 1 118.11ABab | 1 028.45Bbc | 1 162.25ABa | 24.26 | 0.026 | ||
| 24 h | 862.60Db | 883.43Cb | 1 184.34Aa | 1 218.15Aa | 50.95 | <0.001 | ||
| 36 h | 950.12CDa | 935.52Ca | 966.34BCa | 796.56Ec | 24.54 | 0.020 | ||
| 48 h | 1 000.68Ca | 789.34Dc | 914.73CDab | 884.29Dbc | 26.87 | 0.014 | ||
| 72 h | 1 126.56Ba | 950.52Cb | 1 124.25Aa | 839.09DEc | 40.13 | 0.002 | ||
| Simpson指数 Simpson index | ||||||||
| 0 h | 0.988 1ABab | 0.989 2Aab | 0.990 9Aa | 0.986 2Ab | 0.000 8 | 0.164 | <0.001 | 0.025 |
| 3 h | 0.987 3AB | 0.989 2A | 0.988 6A | 0.986 9A | 0.001 1 | 0.907 | ||
| 6 h | 0.991 0A | 0.988 0A | 0.994 0A | 0.988 3A | 0.001 5 | 0.535 | ||
| 9 h | 0.993 1Aa | 0.987 2Ab | 0.989 7Aab | 0.992 4Aa | 0.000 9 | 0.047 | ||
| 12 h | 0.991 5A | 0.989 3A | 0.994 0A | 0.990 4A | 0.001 1 | 0.536 | ||
| 24 h | 0.976 0Cb | 0.977 7Bb | 0.979 5Bb | 0.986 2Aa | 0.001 4 | 0.032 | ||
| 36 h | 0.971 7C | 0.970 9C | 0.978 3B | 0.978 3B | 0.001 7 | 0.235 | ||
| 48 h | 0.983 1Bb | 0.978 1Bc | 0.989 4Aa | 0.989 9Aa | 0.001 6 | 0.002 | ||
| 72 h | 0.993 4A | 0.987 4A | 0.989 1A | 0.987 7A | 0.001 0 | 0.131 | ||
| Shannon指数 Shannon index | ||||||||
| 0 h | 8.19Db | 8.47Aa | 8.56Ca | 8.13Cb | 0.06 | <0.001 | <0.001 | <0.001 |
| 3 h | 8.05Eb | 8.29Ba | 8.03Fb | 7.91Dc | 0.04 | <0.001 | ||
| 6 h | 8.16Db | 7.93Dc | 8.51Ca | 7.92Dc | 0.07 | <0.001 | ||
| 9 h | 8.74Aa | 7.81Ed | 8.12EFc | 8.49Bb | 0.11 | <0.001 | ||
| 12 h | 8.47Cb | 8.25Bc | 8.67Ba | 8.46Bb | 0.05 | <0.001 | ||
| 24 h | 7.63Fc | 7.79EFb | 8.13Ea | 8.15Ca | 0.07 | <0.001 | ||
| 36 h | 7.59Fc | 7.71Fb | 7.83Ga | 7.74Eb | 0.03 | <0.001 | ||
| 48 h | 8.05Eb | 7.79EFc | 8.88Aa | 8.82Aa | 0.14 | <0.001 | ||
| 72 h | 8.65Ba | 8.16Cb | 8.26Db | 7.94Dc | 0.08 | <0.001 | ||
2.5.2 不同比例混合青贮体外发酵瘤胃微生物门水平分布
表8 不同比例混合青贮体外发酵瘤胃微生物门水平分布Table 8 Distribution of in vitro fermentation rumen microbiota at phylum level of mixed silage with different proportions % |
| 项目 Items | 组别 Groups | SEM | P值 P-value | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Ⅰ | Ⅱ | Ⅲ | Ⅳ | 比例 Proportion | 时间 Time | 比例×时间 Proportion×time | ||||
| 厚壁菌门 Firmicutes | ||||||||||
| 0 h | 58.75Ca | 56.00Db | 53.68Bc | 57.85Ba | 0.62 | <0.001 | <0.001 | <0.001 | ||
| 3 h | 52.88Da | 50.37Fb | 51.47Cb | 46.37Ec | 0.75 | <0.001 | ||||
| 6 h | 35.25Gd | 37.38Hc | 44.19Ga | 39.56Fb | 1.01 | <0.001 | ||||
| 9 h | 39.07Fb | 38.02Hc | 37.64Hc | 45.36Ea | 0.95 | <0.001 | ||||
| 12 h | 47.00Eb | 45.49Gc | 47.32Eb | 49.89Ca | 0.50 | <0.001 | ||||
| 24 h | 52.74Db | 54.52Ea | 54.07Ba | 47.43Dc | 0.86 | <0.001 | ||||
| 36 h | 62.72Ba | 62.97Aa | 62.07Aa | 58.06Bb | 0.63 | <0.001 | ||||
| 48 h | 64.39Aa | 61.64Bb | 49.74Dc | 48.14Dd | 2.15 | <0.001 | ||||
| 72 h | 52.88Db | 59.80Ca | 45.28Fc | 59.58Aa | 1.80 | <0.001 | ||||
| 拟杆菌门 Bacteroidota | ||||||||||
| 0 h | 24.36Hc | 25.30Ib | 25.79Ha | 23.54Gd | 0.27 | <0.001 | <0.001 | <0.001 | ||
| 3 h | 29.10Ebc | 28.43Fc | 29.89Eb | 31.68Ca | 0.39 | 0.001 | ||||
| 6 h | 47.48Aa | 43.79Ab | 40.93Bd | 41.75Ac | 0.77 | <0.001 | ||||
| 9 h | 38.74Bc | 42.42Ba | 41.68Ab | 35.74Bd | 0.80 | <0.001 | ||||
| 12 h | 34.74Dc | 36.09Cb | 36.78Ca | 30.01Dd | 0.80 | <0.001 | ||||
| 24 h | 27.20Fc | 29.83Ea | 28.23Fb | 28.37Eb | 0.30 | 0.001 | ||||
| 36 h | 27.13Fbc | 27.61Gb | 26.77Gc | 29.70Da | 0.35 | <0.001 | ||||
| 48 h | 25.07Gb | 26.90Ha | 24.71Ib | 25.00Fb | 0.27 | <0.001 | ||||
| 72 h | 35.61Ca | 30.53Dc | 34.70Db | 28.20Ed | 0.92 | <0.001 | ||||
| 变形菌门 Proteobacteria | ||||||||||
| 0 h | 10.99Ec | 12.26Cb | 13.02Dab | 13.96Da | 0.38 | 0.011 | <0.001 | <0.001 | ||
| 3 h | 14.26BCc | 14.74Bbc | 15.05Bb | 18.33Aa | 0.49 | <0.001 | ||||
| 6 h | 14.81Bb | 16.71Aa | 11.50Eb | 16.65Ba | 0.64 | <0.001 | ||||
| 9 h | 16.99Aa | 16.96Aa | 17.59Aa | 15.05Cb | 0.31 | <0.001 | ||||
| 12 h | 12.56Dc | 14.30Bb | 10.50Fd | 14.99Ca | 0.53 | <0.001 | ||||
| 24 h | 13.79Cb | 9.66Dd | 11.33Ec | 16.87Ba | 0.82 | <0.001 | ||||
| 36 h | 6.15FGb | 5.06Fc | 5.93Gb | 7.25Fa | 0.25 | <0.001 | ||||
| 48 h | 6.45Fc | 7.13Ec | 14.30Cb | 15.50Ca | 1.24 | <0.001 | ||||
| 72 h | 5.59Gc | 5.47Fc | 10.98EFa | 7.70Eb | 0.68 | <0.001 | ||||
| 髌骨菌门 Patescibacteria | ||||||||||
| 0 h | 2.75Bbc | 3.12Ab | 3.89Aa | 2.53Cc | 0.16 | <0.001 | <0.001 | <0.001 | ||
| 3 h | 1.91Dab | 2.51Ba | 2.04Dab | 1.74Db | 0.12 | 0.083 | ||||
| 6 h | 0.99Eb | 0.87Db | 1.48Ea | 1.09Eb | 0.08 | 0.001 | ||||
| 9 h | 1.68Dab | 1.75Ca | 1.40Eb | 1.83Da | 0.06 | 0.054 | ||||
| 12 h | 2.88ABa | 2.36Bb | 2.32CDb | 2.49Cb | 0.08 | 0.018 | ||||
| 24 h | 3.13Ab | 2.93Ab | 3.31Bab | 3.83Aa | 0.12 | 0.024 | ||||
| 36 h | 2.16CDb | 1.90Cb | 2.51Ca | 2.74Ba | 0.11 | 0.002 | ||||
| 48 h | 2.40Ca | 2.39Ba | 1.64Ec | 2.01Db | 0.10 | <0.001 | ||||
| 72 h | 2.12CDb | 1.94Cb | 2.57Ca | 2.54Ca | 0.09 | 0.001 | ||||
| 疣微菌门 Verrucomicrobiota | ||||||||||
| 0 h | 1.59B | 1.35B | 1.37B | 1.03B | 0.10 | 0.268 | <0.001 | <0.001 | ||
| 3 h | 0.51Db | 1.02Ca | 0.31Ec | 0.48CDbc | 0.08 | <0.001 | ||||
| 6 h | 0.22E | 0.15E | 0.25E | 0.16D | 0.02 | 0.135 | ||||
| 9 h | 0.44DEa | 0.18Eb | 0.51DEa | 0.39Da | 0.04 | 0.003 | ||||
| 12 h | 0.77C | 0.58D | 0.62D | 0.66C | 0.04 | 0.465 | ||||
| 24 h | 2.05Aa | 1.60Ab | 1.66Ab | 1.77Aab | 0.07 | 0.053 | ||||
| 36 h | 0.99Cb | 0.10Fb | 1.39Ba | 1.07Bb | 0.05 | 0.003 | ||||
| 48 h | 0.80Cb | 0.59Db | 1.84Aa | 1.85Aa | 0.18 | <0.001 | ||||
| 72 h | 0.99Cb | 1.06Cab | 1.06Cab | 1.21Ba | 0.04 | 0.168 | ||||
2.5.3 不同比例混合青贮体外发酵瘤胃微生物属水平分布
表9 不同比例混合青贮体外发酵瘤胃微生物属水平分布Table 9 Distribution of in vitro fermentation rumen microbiota at genus level of mixed silage with different proportions % |
| 项目 Items | 组别 Groups | SEM | P值 P-value | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Ⅰ | Ⅱ | Ⅲ | Ⅳ | 比例 Proportion | 时间 Time | 比例×时间 Proportion×time | ||||
| 普雷沃氏菌属 Prevotella | ||||||||||
| 0 h | 10.71Ebc | 10.44Dc | 11.10Eb | 12.62Ea | 0.26 | <0.001 | <0.001 | <0.001 | ||
| 3 h | 15.65Cb | 11.57Cc | 15.42Cb | 17.72Ba | 0.67 | <0.001 | ||||
| 6 h | 23.59Aa | 23.42Aa | 21.67Ac | 22.12Ab | 0.25 | <0.001 | ||||
| 9 h | 17.40Bc | 23.35Aa | 17.99Bb | 14.06Cd | 1.01 | <0.001 | ||||
| 12 h | 11.74Dd | 15.12Ba | 13.47Db | 12.78Dc | 0.38 | <0.001 | ||||
| 24 h | 8.17Fc | 10.26Ea | 10.66Fa | 8.95Fb | 0.31 | <0.001 | ||||
| 36 h | 5.89Gc | 6.05Fc | 7.37Gb | 9.18Fa | 0.40 | <0.001 | ||||
| 48 h | 4.34Hb | 4.65Ga | 3.68Hc | 3.82Gc | 0.12 | <0.001 | ||||
| 72 h | 3.48Ia | 3.08Hb | 3.03Ibc | 3.01Hc | 0.77 | <0.001 | ||||
| 理研菌科RC9肠道群 Rikenellaceae_RC9_gut_group | ||||||||||
| 0 h | 3.71G | 3.63G | 3.53H | 3.54F | 0.04 | 0.479 | <0.001 | <0.001 | ||
| 3 h | 5.34Fc | 6.55Fa | 5.80Gb | 4.63Ed | 0.22 | <0.001 | ||||
| 6 h | 7.68Ec | 7.50Ec | 9.74Ba | 8.35Cb | 0.27 | <0.001 | ||||
| 9 h | 8.46CDb | 7.99Dc | 8.44Cb | 8.90Ba | 0.11 | 0.005 | ||||
| 12 h | 8.62Ca | 8.39Cab | 7.51DEc | 8.20Cb | 0.13 | 0.001 | ||||
| 24 h | 8.17Da | 7.26Eb | 6.46Fd | 6.77Dc | 0.20 | <0.001 | ||||
| 36 h | 7.60Ec | 9.55Ba | 7.69Dc | 8.82Bb | 0.25 | <0.001 | ||||
| 48 h | 9.73Ba | 9.40Ba | 7.30Eb | 6.56Dc | 0.41 | <0.001 | ||||
| 72 h | 14.97Aa | 13.10Ab | 10.33Ac | 13.44Ab | 0.51 | <0.001 | ||||
| UCG_005 | ||||||||||
| 0 h | 8.64Db | 7.73Ec | 6.44Dd | 9.36Ba | 0.34 | <0.001 | <0.001 | <0.001 | ||
| 3 h | 5.70Eb | 3.99GHd | 5.21Ec | 6.47Ea | 0.28 | <0.001 | ||||
| 6 h | 3.49Gab | 3.75Ha | 2.01Hc | 3.23Gb | 0.20 | <0.001 | ||||
| 9 h | 2.35Hd | 4.30Ga | 3.71Fc | 4.00Fb | 0.23 | <0.001 | ||||
| 12 h | 4.09Fb | 5.39Fa | 3.21Gc | 2.51Hd | 0.33 | <0.001 | ||||
| 24 h | 12.85Bb | 13.73Ca | 12.80Bb | 7.20Dc | 0.78 | <0.001 | ||||
| 36 h | 15.78Ab | 16.83Aa | 13.17Ac | 13.38Ac | 0.47 | <0.001 | ||||
| 48 h | 11.99Cb | 14.31Ba | 9.33Cb | 8.79Cd | 0.67 | <0.001 | ||||
| 72 h | 5.97Ec | 9.56Da | 6.14Dc | 7.18Db | 0.43 | <0.001 | ||||
| 瘤胃球菌属 Ruminococcus | ||||||||||
| 0 h | 7.07Cb | 5.63Dc | 7.33Cb | 9.97Ba | 0.48 | <0.001 | <0.001 | <0.001 | ||
| 3 h | 12.44Aa | 11.46Ab | 11.14Ab | 8.47Dc | 0.45 | <0.001 | ||||
| 6 h | 4.25Dc | 3.87Ed | 8.97Ba | 5.23Eb | 0.61 | <0.001 | ||||
| 9 h | 7.17Cb | 6.63Cc | 6.87Dbc | 9.56Ca | 0.36 | <0.001 | ||||
| 12 h | 10.00Bb | 7.92Bd | 8.84Bc | 12.30Aa | 0.50 | <0.001 | ||||
| 24 h | 3.68Eab | 3.42Fb | 3.40Fb | 3.85Fa | 0.08 | 0.074 | ||||
| 36 h | 3.25Fb | 2.86Gc | 3.83Ea | 3.38Gb | 0.11 | <0.001 | ||||
| 48 h | 3.56Ea | 2.82Gb | 2.10Gc | 1.96Hc | 0.20 | <0.001 | ||||
| 72 h | 2.20Gc | 2.66Gb | 1.28Hd | 3.23Ga | 0.22 | <0.001 | ||||
| 未培养瘤胃细菌 Uncultured rumen bacterium | ||||||||||
| 0 h | 4.44Ca | 4.57Ba | 3.94Cb | 3.83Bb | 0.10 | <0.001 | <0.001 | <0.001 | ||
| 3 h | 2.47Ec | 3.57Da | 3.08Eb | 2.53Dc | 0.14 | <0.001 | ||||
| 6 h | 2.47Ec | 2.18Gd | 3.59Da | 2.83CDb | 0.16 | <0.001 | ||||
| 9 h | 3.47Da | 2.69Fb | 2.98EFb | 2.98Cb | 0.09 | 0.002 | ||||
| 12 h | 3.74Da | 3.04Eb | 3.45Da | 3.83Ba | 0.11 | 0.007 | ||||
| 24 h | 4.79Bb | 5.49Aa | 5.51Aa | 4.51Ab | 0.14 | <0.001 | ||||
| 36 h | 3.54Dc | 4.18Cb | 4.61Ba | 4.70Aa | 0.15 | <0.001 | ||||
| 48 h | 4.86ABa | 4.82Ba | 2.69Fb | 2.90Cb | 0.31 | <0.001 | ||||
| 72 h | 5.15Aa | 4.77Bb | 5.31Aa | 4.10Bc | 0.15 | <0.001 | ||||
| UCG_001 | ||||||||||
| 0 h | 6.79Aa | 4.03Ec | 5.38Cb | 6.88Aa | 0.35 | <0.001 | <0.001 | <0.001 | ||
| 3 h | 5.76Ca | 5.63Ba | 5.64Ba | 4.70Cb | 0.14 | <0.001 | ||||
| 6 h | 2.40Fc | 2.21Gc | 5.17CDa | 2.64Fb | 0.36 | <0.001 | ||||
| 9 h | 2.94Fc | 2.85Fc | 3.18Fb | 3.75Ea | 0.11 | <0.001 | ||||
| 12 h | 4.25Da | 3.83Eb | 3.42Fc | 4.02Dab | 0.10 | 0.001 | ||||
| 24 h | 4.45Dc | 4.31Dc | 5.06Db | 5.37Ba | 0.14 | <0.001 | ||||
| 36 h | 6.61Aa | 5.21Cc | 6.18Ab | 4.64Cd | 0.24 | <0.001 | ||||
| 48 h | 6.31Ba | 5.88Ab | 4.18Ec | 3.75Ed | 0.33 | <0.001 | ||||
| 72 h | 3.90Ec | 5.08Cb | 3.34Fd | 6.77Aa | 0.39 | <0.001 | ||||
| 短波单胞菌属 Brevundimonas | ||||||||||
| 0 h | 3.51Dc | 4.99Bb | 5.38Aa | 3.28Cc | 0.28 | <0.001 | <0.001 | <0.001 | ||
| 3 h | 3.86Cc | 6.65Aa | 4.42Bb | 3.19CDd | 0.39 | <0.001 | ||||
| 6 h | 1.30Gc | 1.84Fb | 3.53Ca | 2.00Fb | 0.25 | <0.001 | ||||
| 9 h | 3.09Ea | 2.82Ea | 2.36Db | 3.00Da | 0.09 | 0.002 | ||||
| 12 h | 5.77Aa | 3.61Cb | 3.68Cb | 6.10Aa | 0.35 | <0.001 | ||||
| 24 h | 4.45Ba | 3.30Db | 3.48Cb | 4.28Ba | 0.16 | <0.001 | ||||
| 36 h | 1.71Fb | 1.77Fb | 2.44Da | 2.30Ea | 0.10 | <0.001 | ||||
| 48 h | 3.59Da | 2.00Fb | 1.91Eb | 1.49Gc | 0.24 | <0.001 | ||||
| 72 h | 0.80Hc | 1.24Gb | 1.72Ea | 1.71Ga | 0.12 | <0.001 | ||||
| 琥珀酸弧菌科UCG_002 Succinivibrionaceae_UCG_002 | ||||||||||
| 0 h | 3.83Bb | 3.28Dd | 3.52Ec | 5.90Ba | 0.31 | <0.001 | <0.001 | <0.001 | ||
| 3 h | 3.56Cc | 3.29Dd | 4.00Db | 4.79Ea | 0.17 | <0.001 | ||||
| 6 h | 3.69BCc | 4.21Bb | 2.06Gd | 5.50Ca | 0.37 | <0.001 | ||||
| 9 h | 3.38Cb | 5.72Aa | 5.86Ba | 2.19Hc | 0.47 | <0.001 | ||||
| 12 h | 2.38Ec | 4.34Ba | 2.72Fb | 4.11Fa | 0.26 | <0.001 | ||||
| 24 h | 6.02Aa | 3.63Cc | 5.49Cb | 6.15Aa | 0.31 | <0.001 | ||||
| 36 h | 2.97Da | 1.78Fb | 2.01Gb | 3.09Ga | 0.18 | <0.001 | ||||
| 48 h | 1.78Fc | 2.80Ea | 1.91Gc | 2.10Hb | 0.12 | <0.001 | ||||
| 72 h | 2.43Ed | 3.35Dc | 7.46Aa | 5.13Db | 0.58 | <0.001 | ||||
| UCG_002 | ||||||||||
| 0 h | 2.55Ea | 1.73Fb | 2.34Da | 2.41Ea | 0.10 | <0.001 | <0.001 | <0.001 | ||
| 3 h | 1.16Fb | 1.14Hb | 1.35FGab | 1.40Ga | 0.04 | 0.038 | ||||
| 6 h | 1.09Fb | 1.40Gab | 1.13Gb | 1.69FGa | 0.08 | 0.005 | ||||
| 9 h | 1.23Fb | 1.61FGa | 1.68Ea | 1.58Ga | 0.07 | 0.049 | ||||
| 12 h | 1.22Fb | 1.98Ea | 1.38Fb | 1.84Fa | 0.10 | <0.001 | ||||
| 24 h | 5.82Ba | 5.00Cc | 4.09Bd | 5.57Cb | 0.20 | <0.001 | ||||
| 36 h | 6.80Ab | 5.46Bc | 8.44Aa | 6.68Bb | 0.32 | <0.001 | ||||
| 48 h | 5.01Ca | 4.75Da | 3.94Bb | 3.92Db | 0.15 | <0.001 | ||||
| 72 h | 3.76Dc | 5.85Ab | 2.90Cd | 7.86Aa | 0.58 | <0.001 | ||||
| 未分类的F082 Unclassified_F082 | ||||||||||
| 0 h | 1.32Fa | 1.37Fa | 1.15Gb | 1.05Fb | 0.04 | 0.006 | <0.001 | <0.001 | ||
| 3 h | 0.72Gc | 1.36Fa | 1.07Gb | 0.64Gc | 0.09 | <0.001 | ||||
| 6 h | 2.51Eb | 1.84Ec | 2.97Da | 1.97Ec | 0.14 | <0.001 | ||||
| 9 h | 2.80Da | 2.53Dab | 2.32Fb | 2.61Cab | 0.07 | 0.039 | ||||
| 12 h | 3.30Ca | 2.69Db | 2.75Eb | 2.25Dc | 0.12 | <0.001 | ||||
| 24 h | 4.30Bb | 5.15Ba | 3.70Cc | 4.16Ab | 0.16 | <0.001 | ||||
| 36 h | 4.48B | 4.40C | 4.49B | 4.27A | 0.04 | 0.300 | ||||
| 48 h | 4.44Bb | 5.24Ba | 3.03Dc | 3.19Bc | 0.29 | <0.001 | ||||
| 72 h | 7.66Aa | 5.70Ab | 5.06Ac | 4.11Ad | 0.39 | <0.001 | ||||
| 未分类的克里斯滕森菌科 Unclassified Christensenellaceae | ||||||||||
| 0 h | 2.19Ca | 1.24Cd | 1.47Cc | 1.85Cb | 0.11 | <0.001 | <0.001 | <0.001 | ||
| 3 h | 0.40Eab | 0.44Eab | 0.49Da | 0.34Fb | 0.02 | 0.125 | ||||
| 6 h | 0.39Ea | 0.21Fc | 0.38DEa | 0.32Fa | 0.03 | 0.009 | ||||
| 9 h | 0.48Eb | 0.79Da | 0.30Eb | 0.56Eab | 0.06 | 0.015 | ||||
| 12 h | 0.53Ea | 0.35EFb | 0.38DEab | 0.49EFab | 0.03 | 0.070 | ||||
| 24 h | 2.49Ba | 2.61Ba | 1.99Bb | 2.67Aa | 0.09 | 0.001 | ||||
| 36 h | 3.71Aa | 3.13Ab | 2.78Ac | 2.19Bd | 0.18 | <0.001 | ||||
| 48 h | 2.50Ba | 2.66Ba | 1.68Bb | 1.44Dc | 0.16 | <0.001 | ||||
| 72 h | 1.75Dc | 2.49Bb | 0.43DEd | 2.74Aa | 0.27 | <0.001 | ||||

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