1 材料与方法
1.1 试验材料
表1 混合青贮与全株玉米青贮的营养水平Table 1 Nutrient levels of mixed silage and whole corn silage |
| 项目 Items | 干物质 DM | 粗蛋白质 CP/% DM | 中性洗涤纤维 NDF/% DM | 酸性洗涤纤维 ADF/% DM | 钙 Ca/% DM | 总磷 TP/% DM |
|---|---|---|---|---|---|---|
| 混合青贮Mixed silage | 29.41 | 4.84 | 58.51 | 38.41 | 0.28 | 0.96 |
| 全株玉米青贮Whole corn silage | 32.08 | 8.07 | 59.42 | 43.84 | 0.45 | 0.23 |
1.2 试验设计
表2 饲粮组成及营养水平(干物质基础)Table 2 Composition and nutrient levels of diets (DM basis) % |
| 项目 Items | 组别Groups | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| T0 | T1 | T3 | T5 | ||||||
| 原料Ingredients | |||||||||
| 全株玉米青贮Whole corn silage | 21.00 | 18.90 | 14.70 | 10.50 | |||||
| 混合青贮Mixed silage | 2.10 | 6.30 | 10.50 | ||||||
| 苜蓿草粉Alfalfa meal | 24.16 | 24.16 | 24.16 | 24.16 | |||||
| 稻草Straw | 13.65 | 13.65 | 13.65 | 13.65 | |||||
| 玉米Corn | 22.76 | 22.60 | 22.30 | 22.00 | |||||
| 麸皮Bran | 10.60 | 10.60 | 10.60 | 10.60 | |||||
| 棉籽粕Cottonseed meal | 5.82 | 5.98 | 6.28 | 6.58 | |||||
| 食盐NaCl | 0.66 | 0.66 | 0.66 | 0.66 | |||||
| 预混料Premix1) | 1.35 | 1.35 | 1.35 | 1.35 | |||||
| 合计Total | 100.00 | 100.00 | 100.00 | 100.00 | |||||
| 营养水平Nutrient levels2) | |||||||||
| 消化能DE/(MJ/kg) | 11.09 | 11.08 | 11.07 | 11.05 | |||||
| 粗蛋白质CP | 12.01 | 12.00 | 11.98 | 11.96 | |||||
| 中性洗涤纤维NDF | 43.27 | 43.28 | 43.30 | 43.33 | |||||
| 酸性洗涤纤维ADF | 27.36 | 27.27 | 27.09 | 26.90 | |||||
| 钙Ca | 0.48 | 0.48 | 0.47 | 0.47 | |||||
| 总磷TP | 0.33 | 0.34 | 0.37 | 0.41 | |||||
1)每千克预混料含有 One kg of premix contained the following:Cu 250 mg, Fe 1 400 mg, Mn 900 mg, Zn 1 200 mg, VA 100 000 IU, VD 327 000 IU, VE 800 IU。 2) 消化能按照公式DE(MJ/kg DM)=17.211-0.135×NDF(%DM)计算,其余营养水平均为实测值。DE was calculated according to the formula DE (MJ/kg DM)=17.211-0.135×NDF (%DM), while the other nutrient levels were measured values. |
1.3 体外发酵试验
1.4 测定指标及方法
1.4.1 产气量及产气参测定
1.4.2 发酵参数测定
1.4.3 营养物质降解率测定
1.4.4 瘤胃微生物组成
1.5 数据处理与统计分析
2 结果与分析
2.1 混合青贮替代全株玉米青贮对体外发酵产气量与产气参数的影响
表3 混合青贮替代全株玉米青贮对体外发酵产气量与产气参数的影响Table 3 Effects of mixed silage replacing whole corn silage on gas production and gas production parameters during in vitro fermentation |
| 项目 Items | 组别Groups | SEM | P值P-value | |||||
|---|---|---|---|---|---|---|---|---|
| T0(对照 Control) | T1 | T3 | T5 | 处理 Treatment | 时间 Time | 处理×时间 Treatment× time | ||
| 产气量Gas production/mL | ||||||||
| 3 h | 11.00H | 10.67H | 10.67H | 10.33H | 0.19 | 0.728 | <0.001 | 0.372 |
| 6 h | 20.00G | 20.33G | 20.00G | 20.00G | 0.15 | 0.859 | ||
| 9 h | 29.33F | 29.00F | 28.67F | 28.33F | 0.24 | 0.557 | ||
| 12 h | 35.67E | 35.00E | 34.33E | 34.33E | 0.24 | 0.139 | ||
| 24 h | 51.00D | 50.67D | 49.67D | 49.00D | 0.36 | 0.170 | ||
| 36 h | 59.00C | 58.67C | 57.00C | 56.67C | 0.46 | 0.173 | ||
| 48 h | 63.00Ba | 62.33Bab | 60.33Bb | 60.33Bb | 0.45 | 0.039 | ||
| 72 h | 66.67Aa | 66.00Aab | 64.00Ab | 64.00Ab | 0.46 | 0.045 | ||
| 产气参数Gas production parameters | ||||||||
| 快速产气部分a/mL | -0.057 | -0.147 | -0.084 | -0.003 | 0.272 | 0.999 | ||
| 慢速产气部分b/mL | 66.83 | 66.26 | 63.96 | 63.89 | 0.61 | 0.194 | ||
| 潜在产气量a+b/mL | 66.77a | 66.10ab | 63.88b | 63.89b | 0.49 | 0.031 | ||
| 产气速率常数c/(%/h) | 0.062 | 0.062 | 0.064 | 0.063 | 0.001 | 0.755 | ||
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)。下表同。 | |
In the same column, values with different capital letter superscripts mean significant difference among different time (P<0.05); in the same row, values with different small letter superscripts mean significant difference among groups (P<0.05). The same as below. |
2.2 混合青贮替代全株玉米青贮对体外发酵参数的影响
表4 混合青贮替代全株玉米青贮对体外发酵pH和氨态氮含量的影响Table 4 Effects of mixed silage replacing whole corn silage on pH and ammonia nitrogen content during in vitro fermentation |
| 项目 Items | 组别Groups | SEM | P值P-value | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T0(对照 Control) | T1 | T3 | T5 | 处理 Treatment | 时间 Time | 处理×时间 Treatment× time | |||||||||||
| pH | |||||||||||||||||
| 0 h | 6.60A | 6.61A | 6.62A | 6.60A | 0.02 | 0.994 | <0.001 | 1.000 | |||||||||
| 3 h | 6.44B | 6.45B | 6.46B | 6.48B | 0.01 | 0.148 | |||||||||||
| 12 h | 6.34C | 6.35C | 6.37C | 6.37C | 0.01 | 0.661 | |||||||||||
| 24 h | 6.20D | 6.21D | 6.21D | 6.22D | 0.01 | 0.898 | |||||||||||
| 48 h | 6.18D | 6.18D | 6.19D | 6.20D | 0.01 | 0.896 | |||||||||||
| 氨态氮NH3-N/(mg/dL) | |||||||||||||||||
| 0 h | 9.61E | 9.59E | 9.62E | 9.61E | 0.04 | 0.995 | <0.001 | 1.000 | |||||||||
| 3 h | 10.30D | 10.24D | 10.19D | 10.14D | 0.04 | 0.663 | |||||||||||
| 12 h | 13.48C | 13.46C | 13.40C | 13.33C | 0.08 | 0.925 | |||||||||||
| 24 h | 15.85B | 15.81B | 15.73B | 15.70B | 0.07 | 0.924 | |||||||||||
| 48 h | 18.41A | 18.33A | 18.17A | 18.15A | 0.08 | 0.642 | |||||||||||
表5 混合青贮替代全株玉米青贮对体外发酵VFA含量的影响Table 5 Effects of mixed silage replacing whole corn silage on VFA content during in vitro fermentation |
| 项目 Items | 组别Groups | SEM | P值P-value | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T0(对照 Control) | T1 | T3 | T5 | 处理 Treatment | 时间 Time | 处理×时间 Treatment× time | |||||||||||
| 总挥发性脂肪酸TVFA/(mmol/L) | |||||||||||||||||
| 0 h | 19.30E | 19.32E | 19.35E | 19.37E | 0.03 | 0.833 | <0.001 | 0.998 | |||||||||
| 3 h | 22.02D | 21.94D | 21.97D | 21.95D | 0.03 | 0.901 | |||||||||||
| 12 h | 29.34C | 29.30C | 29.24C | 29.25C | 0.03 | 0.742 | |||||||||||
| 24 h | 33.20B | 33.21B | 33.22B | 33.26B | 0.04 | 0.968 | |||||||||||
| 48 h | 38.43A | 38.36A | 38.39A | 38.37A | 0.05 | 0.952 | |||||||||||
| 乙酸AA/(mmol/L) | |||||||||||||||||
| 0 h | 14.79E | 14.76E | 14.82E | 14.83E | 0.02 | 0.792 | <0.001 | 0.708 | |||||||||
| 3 h | 15.41D | 15.43D | 15.46D | 15.51D | 0.02 | 0.440 | |||||||||||
| 12 h | 16.40Cb | 16.49Cab | 16.52Cab | 16.63Ca | 0.03 | 0.037 | |||||||||||
| 24 h | 18.35Bb | 18.47Bb | 18.54Bab | 18.67Ba | 0.04 | 0.025 | |||||||||||
| 48 h | 21.09A | 21.13A | 21.19A | 21.28A | 0.03 | 0.161 | |||||||||||
| 丙酸PA/(mmol/L) | |||||||||||||||||
| 0 h | 2.78E | 2.81E | 2.79E | 2.83E | 0.02 | 0.768 | <0.001 | 0.326 | |||||||||
| 3 h | 3.91Da | 3.88Da | 3.84Dab | 3.78Db | 0.02 | 0.037 | |||||||||||
| 12 h | 7.21Ca | 7.14Cab | 7.12Cab | 7.06Cb | 0.02 | 0.025 | |||||||||||
| 24 h | 8.70B | 8.66B | 8.61B | 8.55B | 0.02 | 0.076 | |||||||||||
| 48 h | 10.47Aa | 10.41Aab | 10.39Abc | 10.33Ac | 0.02 | 0.016 | |||||||||||
| 丁酸BA/(mmol/L) | |||||||||||||||||
| 0 h | 1.73E | 1.75E | 1.74E | 1.71E | 0.01 | 0.582 | 0.012 | 0.805 | |||||||||
| 3 h | 2.69D | 2.63D | 2.67D | 2.66D | 0.02 | 0.872 | |||||||||||
| 12 h | 5.73C | 5.66C | 5.60C | 5.56C | 0.03 | 0.169 | |||||||||||
| 24 h | 6.15Ba | 6.08Bab | 6.07Bab | 6.05Bb | 0.02 | 0.027 | |||||||||||
| 48 h | 6.87A | 6.82A | 6.80A | 6.76A | 0.02 | 0.384 | |||||||||||
| 乙酸/丙酸AA/PA | |||||||||||||||||
| 0 h | 5.32A | 5.26A | 5.31A | 5.24A | 0.03 | 0.801 | <0.001 | 0.288 | |||||||||
| 3 h | 3.94Bb | 3.98Bb | 4.03Bab | 4.11Ba | 0.02 | 0.012 | |||||||||||
| 12 h | 2.27Cb | 2.31Cab | 2.32Cab | 2.36Ca | 0.01 | 0.043 | |||||||||||
| 24 h | 2.11Dc | 2.13Dbc | 2.16Dab | 2.18Da | 0.01 | 0.005 | |||||||||||
| 48 h | 2.02Dc | 2.03Ebc | 2.04Eb | 2.06Ea | 0.01 | 0.006 | |||||||||||
2.3 混合青贮替代全株玉米青贮体外发酵对营养物质降解率的影响
表6 混合青贮替代全株玉米青贮体外发酵对营养物质降解率的影响Table 6 Effects of mixed silage replacing whole corn silage on nutrient degradation rate during in vitro fermentation % |
| 项目 Items | 组别Groups | SEM | P值 P-value | |||
|---|---|---|---|---|---|---|
| T0(对照Control) | T1 | T3 | T5 | |||
| 干物质降解率DMD | 56.24a | 55.27a | 53.21ab | 50.36b | 0.84 | 0.031 |
| 中性洗涤纤维降解率NDFA | 60.10 | 58.29 | 57.70 | 56.66 | 0.53 | 0.112 |
| 酸性洗涤纤维降解率ADFD | 48.42a | 47.92a | 46.53a | 43.24b | 0.72 | 0.015 |
2.4 混合青贮替代全株玉米青贮体外发酵对多项组合效应值的影响
表7 混合青贮替代全株玉米青贮体外发酵对多项组合效应值的影响Table 7 Effects of mixed silage replacing whole corn silage on multiple combination effect values during in vitro fermentation |
| 项目 Items | 组别Groups | SEM | P值 P-value | ||
|---|---|---|---|---|---|
| T1 | T3 | T5 | |||
| 单项指标综合指数SFAEI | |||||
| pH | 0.13b | 0.28a | 0.30a | 0.08 | 0.013 |
| 氨态氮NH3-N | -0.33a | -1.07b | -1.08b | 0.11 | 0.005 |
| 总挥发性脂肪酸TVFA | -0.11 | -0.08 | -0.06 | 0.02 | 0.174 |
| 产气量GP | -1.02a | -4.17b | -4.17b | 0.49 | 0.002 |
| 多项指标综合指数MFAEI | -1.33a | -5.04b | -5.01b | 0.55 | 0.001 |
2.5 混合青贮替代全株玉米青贮体外发酵瘤胃微生物多样性分析
2.5.1 混合青贮替代全株玉米青贮体外发酵瘤胃微生物α多样性分析
表8 混合青贮替代全株玉米青贮体外发酵瘤胃微生物α多样性分析 Table 8 α diversity analysis of rumen microorganisms of mixed silage replacing whole corn silage during in vitro fermentation |
| 项目 Items | 组别Groups | SEM | P值P-value | |||||
|---|---|---|---|---|---|---|---|---|
| T0(对照 Control) | T1 | T3 | T5 | 处理 Treatment | 时间 Time | 处理×时间 Treatment× time | ||
| Chao1指数Chao1 index | ||||||||
| 0 h | 1 123.28C | 1 008.20C | 1 100.12C | 1 033.78CD | 27.04 | 0.438 | <0.001 | <0.001 |
| 3 h | 2 085.51A | 2 176.46A | 2 267.05A | 2 139.96A | 34.96 | 0.344 | ||
| 12 h | 1 442.33B | 1 388.39B | 1 318.18B | 1 239.09B | 35.26 | 0.196 | ||
| 24 h | 1 435.67Ba | 1 291.76Ba | 927.89Db | 1 063.79Cb | 63.27 | <0.001 | ||
| 48 h | 971.33C | 938.65C | 846.90D | 999.72D | 26.64 | 0.175 | ||
| ACE指数ACE index | ||||||||
| 0 h | 1 125.21C | 1 010.49C | 1 104.14C | 1 037.24C | 28.51 | 0.511 | <0.001 | 0.001 |
| 3 h | 2 090.74A | 2 183.02A | 2 272.87A | 2 147.96A | 43.05 | 0.217 | ||
| 12 h | 1 446.83B | 1 389.59B | 1 323.27B | 1 242.01B | 35.23 | 0.120 | ||
| 24 h | 1 437.41Ba | 1 294.64Ba | 930.54CDb | 1 064.75Cb | 62.81 | <0.001 | ||
| 48 h | 974.54C | 941.44C | 851.87D | 1 002.74C | 22.54 | 0.065 | ||
| Simpson指数Simpson index | ||||||||
| 0 h | 0.994 1B | 0.993 5B | 0.993 6B | 0.993 7 | 0.000 2 | 0.957 | <0.001 | 0.137 |
| 3 h | 0.996 5Aa | 0.997 1Aa | 0.997 0Aa | 0.993 3b | 0.000 5 | 0.006 | ||
| 12 h | 0.993 5Bb | 0.996 1Aa | 0.992 9Bb | 0.992 0b | 0.000 7 | 0.007 | ||
| 24 h | 0.993 9B | 0.993 3B | 0.993 3B | 0.992 8 | 0.000 3 | 0.822 | ||
| 48 h | 0.992 1B | 0.993 2B | 0.993 2B | 0.992 6 | 0.000 5 | 0.727 | ||
| Shannon指数Shannon index | ||||||||
| 0 h | 8.79BC | 8.64BC | 8.73B | 8.58B | 0.12 | 0.661 | <0.001 | 0.254 |
| 3 h | 9.56A | 9.70A | 9.79A | 9.52A | 0.04 | 0.406 | ||
| 12 h | 8.93BC | 8.91B | 8.70B | 8.82B | 0.03 | 0.553 | ||
| 24 h | 9.01Ba | 8.88Bab | 8.41Bb | 8.61Bb | 0.07 | 0.007 | ||
| 48 h | 8.51C | 8.52C | 8.51B | 8.53B | 0.02 | 0.999 | ||
2.5.2 混合青贮替代全株玉米青贮体外发酵瘤胃微生物门水平分布
表9 混合青贮替代全株玉米青贮体外发酵瘤胃微生物门水平分布Table 9 Distribution of rumen microbiota at phylum level of mixed silage replacing whole corn silage during in vitro fermentation |
| 项目 Items | 组别Groups | SEM | P值P-value | |||||
|---|---|---|---|---|---|---|---|---|
| T0(对照 Control) | T1 | T3 | T5 | 处理 Treatment | 时间 Time | 处理×时间 Treatment× time | ||
| 厚壁菌门Firmicutes | ||||||||
| 0 h | 45.64Cd | 51.22Ba | 46.87Bc | 47.80Cb | 0.64 | <0.001 | <0.001 | <0.001 |
| 3 h | 34.52Dd | 36.59Ec | 38.01Db | 44.93Da | 1.19 | <0.001 | ||
| 12 h | 45.47Cb | 39.11Dd | 42.39Cc | 51.53Ba | 1.38 | <0.001 | ||
| 24 h | 52.32Aa | 44.19Cc | 47.01Bb | 47.37Cb | 0.89 | <0.001 | ||
| 48 h | 50.06Bc | 54.96Aa | 54.18Aab | 53.80Ab | 0.58 | <0.001 | ||
| 拟杆菌门Bacteroidota | ||||||||
| 0 h | 38.11Aa | 29.63Dc | 33.46Bb | 34.03Bb | 0.91 | <0.001 | <0.001 | <0.001 |
| 3 h | 30.50Cc | 33.15Bb | 28.50Dd | 35.08Aa | 0.77 | <0.001 | ||
| 12 h | 35.53Bb | 26.88Ec | 36.97Aa | 25.79Dd | 1.51 | <0.001 | ||
| 24 h | 27.23Dd | 35.41Ab | 37.49Aa | 30.71Cc | 1.22 | <0.001 | ||
| 48 h | 35.83Ba | 32.00Cc | 32.42Cc | 33.76Bb | 0.47 | <0.001 | ||
| 变形菌门Proteobacteria | ||||||||
| 0 h | 10.66Bb | 11.55Ca | 11.87Ba | 11.06Ab | 0.15 | 0.002 | <0.001 | <0.001 |
| 3 h | 19.16Aa | 14.66Bc | 15.66Ab | 11.43Ad | 0.83 | <0.001 | ||
| 12 h | 10.44Bb | 18.72Aa | 11.26Cb | 10.91Ab | 1.04 | <0.001 | ||
| 24 h | 8.87Cc | 10.61Da | 6.76Dd | 9.95Bb | 0.45 | <0.001 | ||
| 48 h | 5.19Db | 4.77Eb | 5.70Ea | 4.21Cc | 0.18 | 0.001 | ||
| 髌骨菌门Patescibacteria | ||||||||
| 0 h | 2.59C | 3.80A | 3.99AB | 3.99C | 0.23 | 0.058 | <0.001 | <0.001 |
| 3 h | 1.89Cc | 2.29Bbc | 2.91Cb | 4.71BCa | 0.34 | <0.001 | ||
| 12 h | 4.50Ba | 2.26Bb | 4.68Aa | 7.62Aa | 0.58 | <0.001 | ||
| 24 h | 5.74Aa | 3.94Ac | 3.71Bc | 4.89Bb | 0.26 | 0.001 | ||
| 48 h | 3.86B | 4.13A | 3.33BC | 3.82C | 0.13 | 0.211 | ||
| 疣微菌门Verrucomicrobiota | ||||||||
| 0 h | 1.67D | 2.03C | 2.14C | 2.29C | 0.09 | 0.071 | <0.001 | <0.001 |
| 3 h | 2.03CD | 2.27C | 1.98C | 1.94C | 0.08 | 0.496 | ||
| 12 h | 2.15Cbc | 2.47Bab | 2.86Ba | 1.96Cc | 0.12 | 0.006 | ||
| 24 h | 2.69Bc | 3.18Abc | 3.60Aab | 3.89Aa | 0.16 | 0.011 | ||
| 48 h | 3.73Aa | 2.99Abc | 2.51BCc | 3.28Bab | 0.15 | 0.007 | ||
2.5.3 混合青贮替代全株玉米青贮体外发酵瘤胃微生物属水平分布
表10 混合青贮替代全株玉米青贮体外发酵瘤胃微生物属水平分布Table 10 Distribution of rumen microbiota at genus level of mixed silage replacing whole corn silage during in vitro fermentation |
| 项目 Items | 组别Groups | SEM | P值P-value | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| T0(对照 Control) | T1 | T3 | T5 | 处理 Treatment | 时间 Time | 处理×时间 Treatment× time | |||||||||||
| 普雷沃氏菌属Prevotella | |||||||||||||||||
| 0 h | 15.76Aa | 13.96Ab | 14.45Ab | 15.37Aa | 0.24 | 0.005 | <0.001 | <0.001 | |||||||||
| 3 h | 11.81Cb | 12.24Bb | 8.11Cc | 14.62Ba | 0.71 | <0.001 | |||||||||||
| 12 h | 14.12Bb | 6.81Dd | 14.97Aa | 8.46Dc | 1.06 | <0.001 | |||||||||||
| 24 h | 7.68Dc | 11.66Cb | 13.57Ba | 11.57Cb | 0.65 | <0.001 | |||||||||||
| 48 h | 6.15Eb | 6.91Da | 6.11Db | 6.30Eb | 0.10 | 0.011 | |||||||||||
| 理研菌科RC9肠道群Rikenellaceae_RC9_gut_group | |||||||||||||||||
| 0 h | 9.43Ba | 6.73Cc | 8.12Cb | 8.44Bb | 0.30 | <0.001 | <0.001 | <0.001 | |||||||||
| 3 h | 3.00Ec | 6.44Cb | 3.57Ec | 8.50Ba | 0.68 | <0.001 | |||||||||||
| 12 h | 8.59Ca | 4.76Dc | 9.06Ba | 6.90Cb | 0.52 | <0.001 | |||||||||||
| 24 h | 7.10Dc | 9.52Ba | 7.23Dc | 7.95Bb | 0.29 | <0.001 | |||||||||||
| 48 h | 15.57Aa | 13.47Ac | 13.79Ac | 14.48Ab | 0.26 | <0.001 | |||||||||||
| 未培养的瘤胃细菌Uncultured_rumen_bacterium | |||||||||||||||||
| 0 h | 6.43C | 7.13A | 6.88A | 6.82B | 0.10 | 0.078 | <0.001 | <0.001 | |||||||||
| 3 h | 2.96Dc | 3.93Cb | 3.32Cc | 6.99Ba | 0.49 | <0.001 | |||||||||||
| 12 h | 7.37Bb | 3.89Cd | 6.80Ac | 7.97Aa | 0.48 | <0.001 | |||||||||||
| 24 h | 7.99Aa | 7.19Aa | 5.92Bb | 7.66Aa | 0.26 | 0.002 | |||||||||||
| 48 h | 7.33Ba | 6.37Bb | 6.81Aab | 7.03Ba | 0.13 | 0.021 | |||||||||||
| 瘤胃球菌属Ruminococcus | |||||||||||||||||
| 0 h | 4.31Cc | 5.90Aa | 4.84Bb | 4.46Dc | 0.19 | <0.001 | <0.001 | <0.001 | |||||||||
| 3 h | 2.67Db | 3.10Cb | 2.88Db | 5.61Ba | 0.36 | <0.001 | |||||||||||
| 12 h | 5.15Bb | 3.15Cc | 5.46Ab | 6.84Aa | 0.40 | <0.001 | |||||||||||
| 24 h | 6.32Aa | 5.78Ab | 5.29Ac | 6.54Aa | 0.16 | <0.001 | |||||||||||
| 48 h | 4.49Cbc | 4.76Bab | 4.20Cc | 5.06Ca | 0.11 | 0.017 | |||||||||||
| 短波单胞菌属Brevundimonas | |||||||||||||||||
| 0 h | 4.35Bb | 5.02Ba | 5.17Aa | 3.67Dc | 0.19 | <0.001 | <0.001 | <0.001 | |||||||||
| 3 h | 2.39Dc | 1.70Dd | 3.19Bb | 5.76Ba | 0.47 | <0.001 | |||||||||||
| 12 h | 4.81Ab | 2.86Cc | 4.79Ab | 7.05Aa | 0.45 | <0.001 | |||||||||||
| 24 h | 4.56ABb | 5.49Aa | 3.45Bc | 4.82Cb | 0.23 | <0.001 | |||||||||||
| 48 h | 2.99Ca | 2.50Cb | 2.43Cb | 2.34Eb | 0.09 | 0.011 | |||||||||||
| 未分类的产粪甾醇真细菌群Unclassified_[Eubacterium]_coprostanoligenes_group | |||||||||||||||||
| 0 h | 3.75Bb | 4.41Ba | 4.23Ba | 4.56Aa | 0.11 | 0.014 | <0.001 | <0.001 | |||||||||
| 3 h | 1.78Dc | 2.25Db | 1.88Ec | 3.25Ca | 0.18 | <0.001 | |||||||||||
| 12 h | 2.85Cb | 1.96Dc | 2.73Db | 3.57Ba | 0.18 | <0.001 | |||||||||||
| 24 h | 4.09Aa | 3.22Cc | 3.66Cb | 3.25Cc | 0.11 | <0.001 | |||||||||||
| 48 h | 3.71Bc | 4.88Aa | 4.94Aa | 4.27Ab | 0.16 | <0.001 | |||||||||||
| 候选单胞生糖菌属Candidatus_Saccharimonas | |||||||||||||||||
| 0 h | 2.07Cc | 3.29Ba | 3.46Ba | 2.87Eb | 0.17 | <0.001 | <0.001 | <0.001 | |||||||||
| 3 h | 1.50Dc | 1.69Cc | 2.44Db | 4.02Ca | 0.30 | <0.001 | |||||||||||
| 12 h | 3.58Bc | 1.83Cd | 3.94Ab | 6.76Aa | 0.54 | <0.001 | |||||||||||
| 24 h | 5.23Aa | 3.52Ac | 3.28Bc | 4.53Bb | 0.24 | <0.001 | |||||||||||
| 48 h | 3.41Bb | 3.68Aa | 2.91Cc | 3.35Db | 0.09 | <0.001 | |||||||||||
| 未分类梭菌纲UCG-014 Unclassified_Clostridia_UCG_014 | |||||||||||||||||
| 0 h | 3.48Bc | 4.05Aa | 3.77Ab | 3.67Bbc | 0.07 | 0.001 | <0.001 | <0.001 | |||||||||
| 3 h | 1.71Dc | 2.46Db | 1.89Dc | 4.01Aa | 0.28 | <0.001 | |||||||||||
| 12 h | 4.08Aa | 2.15Ec | 3.78Ab | 3.95Aab | 0.13 | <0.001 | |||||||||||
| 24 h | 2.99C | 3.02B | 2.93B | 2.98C | 0.05 | 0.867 | |||||||||||
| 48 h | 2.82Ca | 2.71Ca | 2.23Cb | 2.73Da | 0.07 | <0.001 | |||||||||||
| UCG_002 | |||||||||||||||||
| 0 h | 0.86Db | 1.13Ca | 0.76Db | 0.81Db | 0.05 | 0.003 | <0.001 | <0.001 | |||||||||
| 3 h | 0.80Dbc | 0.92Db | 0.63Dc | 1.29Ca | 0.08 | 0.001 | |||||||||||
| 12 h | 1.64Bb | 0.71Ec | 2.76Ca | 0.87Dc | 0.25 | <0.001 | |||||||||||
| 24 h | 1.34Cd | 2.14Bc | 3.15Ba | 3.18Ba | 0.23 | <0.001 | |||||||||||
| 48 h | 4.70Ac | 6.69Aa | 6.22Ab | 6.24Ab | 0.23 | <0.001 | |||||||||||
| CAG_352 | |||||||||||||||||
| 0 h | 1.05Cc | 2.32Ca | 1.81Bb | 1.18Dc | 0.16 | <0.001 | <0.001 | <0.001 | |||||||||
| 3 h | 1.02Cc | 1.00Dc | 1.39Cb | 2.33Ca | 0.17 | <0.001 | |||||||||||
| 12 h | 4.32Bb | 2.84Bc | 2.40Ad | 5.10Aa | 0.33 | <0.001 | |||||||||||
| 24 h | 5.79Aa | 3.20Ac | 2.21Ad | 4.63Bb | 0.41 | <0.001 | |||||||||||
| 48 h | 0.55D | 0.82D | 0.61D | 0.67E | 0.03 | 0.099 | |||||||||||
