| Literature DB >> 33082504 |
Rongrong Li1, Di Jiang1, Mingli Zheng2, Pengjiao Tian1, Menghu Zheng1, Chuncheng Xu3.
Abstract
This study was conducted to examine the effects ofEntities:
Mesh:
Substances:
Year: 2020 PMID: 33082504 PMCID: PMC7576192 DOI: 10.1038/s41598-020-74958-1
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Chemical and microbial composition of pre-ensiled alfalfa.
| Items | Alfalfa |
|---|---|
| Dry matter (g/kg FM) | 224 ± 1.53 |
| Crude protein | 210 ± 2.64 |
| Water soluble carbohydrates | 47.2 ± 0.19 |
| Neutral detergent fiber | 387 ± 8.34 |
| Acid detergent fiber | 265 ± 4.57 |
| Lactic acid bacteria | 4.66 ± 0.36 |
| Clostridia | 1.30 ± 0.11 |
| Enterobacteria | 5.11 ± 0.38 |
Means ± standard deviation, n = 3; DM, dry matter; FM, fresh matter; cfu, colony forming units.
Effect of different additives on fermentation quality (g/kg DM) of alfalfa silage during ensiling.
| Items | Treatment | Storage period | SEM | ||||||
|---|---|---|---|---|---|---|---|---|---|
| 7 | 14 | 28 | 56 | T | S | T × S | |||
| pH | CK | 5.54aA | 5.30aB | 5.21aC | 5.28aB | 0.051 | < 0.001 | < 0.001 | 0.003 |
| LP | 5.10bA | 4.99bB | 4.85bC | 4.80bC | |||||
| S | 4.34cA | 4.27cB | 4.19cC | 4.07cD | |||||
| LP + S | 4.20dA | 4.07 dB | 4.03dBC | 3.98dC | |||||
| Lactic acid | CK | 13.7dC | 19.4 dB | 23.6dA | 13.4dC | 0.337 | < 0.001 | < 0.001 | < 0.001 |
| LP | 21.9cC | 27.4cB | 30.8cA | 31.1cA | |||||
| S | 45.9bD | 51.5bC | 60.5bB | 71.3bA | |||||
| LP + S | 65.8aB | 78.3aA | 79.1aA | 80.2aA | |||||
| Acetic acid | CK | 16.6aC | 22.9aB | 24.2aB | 30.6aA | 0.078 | 0.003 | < 0.001 | < 0.001 |
| LP | 12.3bAB | 12.0cB | 13.2cAB | 14.5cA | |||||
| S | 16.2aC | 18.0bBC | 18.9bB | 21.1bA | |||||
| LP + S | 11.2bB | 12.1cA | 12.5cA | 12.6cA | |||||
| LA/AA | CK | 0.83dA | 0.85cA | 0.98dA | 0.44 dB | 0.209 | < 0.001 | 0.005 | 0.010 |
| LP | 1.78cC | 2.28bAB | 2.33cA | 2.14cB | |||||
| S | 2.83bB | 2.86bB | 3.25bAB | 3.38bA | |||||
| LP + S | 5.88aB | 6.47aA | 6.32aA | 6.37aA | |||||
| PA | CK | 0.75aD | 0.98aC | 1.35aB | 1.86aA | 0.065 | < 0.001 | < 0.001 | < 0.001 |
| LP | 0.07cD | 0.25cC | 0.43cB | 0.73bA | |||||
| S | 0.41bB | 0.78bA | 0.76bA | 0.87bA | |||||
| LP + S | 0.01cC | 0.12cC | 0.31cB | 0.49cA | |||||
| Butyric acid | CK | 1.86aD | 3.05aC | 4.10aB | 6.67aA | 0.097 | < 0.001 | 0.006 | 0.012 |
| LP | 0.00bB | 0.12bB | 0.63bA | 0.85bA | |||||
| S | 0.00b | 0.00c | 0.00c | 0.00c | |||||
| LP + S | 0.00b | 0.00c | 0.00c | 0.00c | |||||
NH3–N (g/kg TN) | CK | 87.2aD | 95.2aC | 108aB | 131aA | 0.537 | < 0.001 | < 0.001 | < 0.001 |
| LP | 36.1bD | 54.3bC | 65.7bB | 78.3bA | |||||
| S | 11.7cC | 16.2cB | 19.1cB | 23.1cA | |||||
| LP + S | 8.26dC | 12.8 dB | 15.0dAB | 17.2dA | |||||
a-dMeans within a column with different superscripts differ (P < 0.05); A-E Means within a raw with different superscripts differ (P < 0.05). LP, Lactobacillus plantarum; S, sucrose; LP + S, the addition of both sucrose and Lactobacillus plantarum; TN, total nitrogen; DM, dry matter; FM, fresh matter; LA/AA: lactic to acetic ratio; PA, propionic acid; T: effect of treatment; S: effect of storage period; T × S: interaction between treatment and storage period; SEM, standard error of means.
Effect of different additives on dry matter (g/kg FM), WSC (g/kg DM) and microbial counts (log10 cfu/g FM) of alfalfa silage during ensiling.
| Items | Treatment | Storage period | SEM | ||||||
|---|---|---|---|---|---|---|---|---|---|
| 7 | 14 | 28 | 56 | T | S | T × S | |||
| Dry matter | CK | 211cA | 209cAB | 207cAB | 201cB | 0.109 | 0.004 | 0.043 | 0.335 |
| LP | 221b | 218b | 217b | 214b | |||||
| S | 228ab | 225ab | 227a | 226a | |||||
| LP + S | 230a | 229a | 228a | 229a | |||||
| WSC | CK | 16.1bcA | 14.5abA | 12.3AB | 9.73B | 0.051 | 0.022 | 0.009 | 0.054 |
| LP | 13.1cA | 12.4bAB | 11.4AB | 8.83B | |||||
| S | 21.3aA | 17.2aB | 13.6BC | 11.2C | |||||
| LP + S | 17.5abA | 14.4abAB | 11.1BC | 8.80C | |||||
| LAB | CK | 8.29cA | 8.16AB | 8.09abAB | 7.90aB | 0.195 | 0.003 | 0.006 | 0.019 |
| LP | 8.63bA | 8.23B | 8.11aBC | 7.89aC | |||||
| S | 8.11cA | 8.02AB | 7.72bcB | 7.55bB | |||||
| LP + S | 8.94aA | 8.06B | 7.59cC | 7.36bC | |||||
| Clostridia | CK | 2.13aD | 2.57aC | 3.08aB | 3.64aA | 0.019 | 0.016 | 0.020 | 0.038 |
| LP | 1.72bD | 2.11bC | 2.45bB | 2.80bA | |||||
| S | 1.38c | 1.30c | < 1.30 | < 1.30 | |||||
| LP + S | < 1.30 | < 1.30 | < 1.30 | < 1.30 | |||||
| Enterobacteria | CK | 7.22aA | 5.69aB | 4.91aC | 4.17aD | 0.033 | 0.011 | 0.009 | 0.022 |
| LP | 5.03bA | 4.37bB | 3.64bC | 3.05bD | |||||
| S | < 2.40 | < 2.40 | < 2.40 | < 2.40 | |||||
| LP + S | < 2.40 | < 2.40 | < 2.40 | < 2.40 | |||||
a–d Means within a column with different superscripts differ (P < 0.05); A–EMeans within a raw with different superscripts differ (P < 0.05); LAB, lactic acid bacteria; LP, Lactobacillus plantarum; S, sucrose; LP + S, the addition of both sucrose and Lactobacillus plantarum; WSC, water soluble carbohydrates; DM, dry matter; FM, fresh matter; T: effect of treatment; S: effect of storage period; T × S: interaction between treatment and storage period; SEM, standard error of means.
Alpha diversity of bacterial community in alfalfa silage during ensiling.
| Treatments | Days | Reads | OTUs | Shannon | Chao | Coverage |
|---|---|---|---|---|---|---|
| CK | 0 | 43223bB | 273a | 3.68A | 353ab | 1.00 |
| 7 | 44199abAB | 207bA | 3.78A | 304bcA | 1.00 | |
| 14 | 49967aA | 178b | 3.66 | 273cA | 1.00 | |
| 28 | 45102abA | 205b | 3.84 | 364a | 1.00 | |
| 56 | 41818bB | 242abA | 3.99A | 297bcA | 1.00 | |
| LP | 0 | 49228aAB | 239a | 2.72bB | 345aA | 0.99 |
| 7 | 49227aA | 169bAB | 3.35aAB | 247bAB | 1.00 | |
| 14 | 41338bB | 165b | 3.54a | 263bAB | 1.00 | |
| 28 | 38220bB | 195ab | 3.65a | 306ab | 1.00 | |
| 56 | 41787bB | 176abAB | 3.46aAB | 287abA | 1.00 | |
| S | 0 | 45544aAB | 276a | 3.38A | 351a | 0.99 |
| 7 | 41118abB | 184bAB | 3.37AB | 289bA | 1.00 | |
| 14 | 38416bB | 186b | 3.62 | 269bAB | 1.00 | |
| 28 | 29425cC | 202b | 3.75 | 308ab | 1.00 | |
| 56 | 39168bB | 200bAB | 3.70aA | 294abA | 1.00 | |
| LP + S | 0 | 50572aA | 236a | 2.76bB | 346a | 0.99 |
| 7 | 39182bB | 136bB | 2.89abB | 217bB | 1.00 | |
| 14 | 37483bcB | 148b | 3.32ab | 210bB | 1.00 | |
| 28 | 32648cC | 190ab | 3.41a | 301a | 0.99 | |
| 56 | 48982aA | 145bB | 3.04abB | 227bB | 1.00 | |
| T | 0.013 | 0.035 | 0.020 | 0.025 | 0.487 | |
| S | 0.016 | 0.009 | 0.031 | 0.011 | 0.577 | |
| T × S | 0.024 | 0.083 | 0.039 | 0.018 | 0.578 | |
| SEM | 745 | 13 | 0.044 | 16 | 0.0005 |
a–dMeans within a column with different superscripts differ (P < 0.05); A–EMeans within a raw with different superscripts differ (P < 0.05). CK, control; LP, Lactobacillus plantarum; S, sucrose; LP + S, the addition of both sucrose and Lactobacillus plantarum; T: effect of treatment; S: effect of storage period; T × S: interaction between treatment and storage period; SEM, standard error of means.
Figure 1The principal component analysis of the bacterial community diversity at the genus level. CK, control; LP, Lactobacillus plantarum; S, sucrose; LP + S, the addition of both sucrose and Lactobacillus plantarum.
Figure 2Relative abundance of the bacterial community at the genus (a) and species levels (b). CK, control; LP, Lactobacillus plantarum; S, sucrose; LP + S, the addition of both sucrose and Lactobacillus plantarum.
Figure 3Comparison of bacterial variations using the LEfSe online tool for alfalfa silage at 56 days (CK, control; LP, Lactobacillus plantarum; S, sucrose; LP + S, the addition of both sucrose and Lactobacillus plantarum).
Alpha diversity of clostridial community in alfalfa silage during ensiling.
| Treatments | Days | Reads | OTUs | Shannon | Chao | Coverage |
|---|---|---|---|---|---|---|
| CK | 0 | 1279d | 24ab | 2.93ab | 31a | 0.99 |
| 7 | 7044cA | 26a | 3.40aA | 33a | 0.99 | |
| 14 | 4035 cd | 23ab | 2.83bB | 25abc | 0.99 | |
| 28 | 21154bA | 18b | 1.73cB | 19bB | 1.00 | |
| 56 | 41069aA | 5cC | 0.09dC | 7cC | 0.99 | |
| LP | 0 | 1266c | 26a | 3.04a | 30a | 0.99 |
| 7 | 3485cAB | 23a | 2.61abB | 26a | 1.00 | |
| 14 | 4010bc | 20ab | 3.08aAB | 22ab | 0.99 | |
| 28 | 7998bB | 19ab | 1.97bB | 21abAB | 0.99 | |
| 56 | 28024aB | 13bB | 0.81cB | 16bB | 0.99 | |
| S | 0 | 1187 | 25 | 2.96 | 32 | 0.99 |
| 7 | 4575AB | 22 | 2.92B | 29 | 0.99 | |
| 14 | 2581 | 20 | 3.19AB | 24 | 1.00 | |
| 28 | 4099BC | 22 | 3.04A | 29A | 0.99 | |
| 56 | 3869C | 19AB | 3.22A | 26A | 0.99 | |
| LP + S | 0 | 1243 | 24 | 2.97 | 32 | 0.99 |
| 7 | 2065B | 23 | 2.94B | 31 | 1.00 | |
| 14 | 3855 | 22 | 3.23A | 23 | 0.99 | |
| 28 | 3394C | 22 | 3.01A | 26A | 0.99 | |
| 56 | 2300C | 24A | 3.17A | 24AB | 0.99 | |
| T | 0.030 | 0.035 | 0.027 | 0.029 | 0.162 | |
| S | 0.019 | 0.047 | 0.006 | 0.037 | 0.540 | |
| T × S | 0.051 | 0.111 | 0.102 | 0.035 | 0.771 | |
| SEM | 669 | 0.911 | 0.716 | 1.13 | 0.0003 |
a–dMeans within a column with different superscripts differ (P < 0.05); A–EMeans within a raw with different superscripts differ (P < 0.05). CK, control; LP, Lactobacillus plantarum; S, sucrose; LP + S, the addition of both sucrose and Lactobacillus plantarum; T, effect of treatment; S, effect of storage period; T × S: interaction between treatment and storage period; SEM, standard error of means.
Figure 4The principal component analysis of the clostridial community diversity at the genus level. CK, control; LP, Lactobacillus plantarum; S, sucrose; LP + S, the addition of both sucrose and Lactobacillus plantarum.
Figure 5Relative abundance of the clostridial community at the genus (a) and species levels (b). CK, control; LP, Lactobacillus plantarum; S, sucrose; LP + S, the addition of both sucrose and Lactobacillus plantarum.
Figure 6Comparison of clostridial variations using the LEfSe online tool for alfalfa silage at 56 days (CK, control; LP, Lactobacillus plantarum; S, sucrose; LP + S, the addition of both sucrose and Lactobacillus plantarum).
Figure 7Spearman correlation analysis heatmap between the fermentation products and microbial community; **highly significant correlation at the 0.01 level; *highly significant correlation at the 0.05 level.
Figure 8Spearman correlation analysis heatmap between the genera of single clostridia and other bacteria; **highly significant correlation at the 0.01 level; *highly significant correlation at the 0.05 level.