| Literature DB >> 36077980 |
Qixian Feng1, Wenjiao Shi1, Siqi Chen1,2, Abraham Allan Degen3, Yue Qi4, Fulin Yang1, Jing Zhou2.
Abstract
This study aimed to investigate the effects of citric acid, malic acid, and Lactobacillus acidophilus (L) on fermentation parameters and the microbial community of leguminous Chamaecrista rotundifolia silage. Fresh C. rotundifolia was treated without any additive (CK), or with L (106 CFU/g fresh weight), different levels (0.1, 0.3, 0.5, and 1% fresh weight) of organic acid (malic or citric acid), and the combinations of L and the different levels of organic acids for 30, 45, and 60 days of ensiling. The effects of malic acid and citric acid were similar during the ensiling process. Treatment with either citric or malic acid and also when combined with L inhibited crude protein degradation, lowered pH and ammonia nitrogen, and increased lactic acid concentration and dry matter content (p < 0.05). The neutral detergent fiber and acid detergent fiber increased initially and then decreased with fermentation time in all treatments (p < 0.05). Increasing the level of organic acid positively affected the chemical composition of C. rotundifolia silage. In addition, the addition of 1% organic acid increased the relative abundance of Lactobacillus, while the relative abundances of Clostridium and Enterobacter decreased at 60 days (p < 0.05). Moreover, both organic acids and combined additives increased (p < 0.05) the relative abundance of Cyanobacteria at 60 days of fermentation. We concluded that adding malic acid, citric acid, and L combined with an organic acid could improve the quality of C. rotundifolia silage and increase the relative abundance of beneficial bacteria. The addition of organic acid at a level of 1% was the most effective.Entities:
Keywords: Chamaecrista rotundifolia silage; Lactobacillus acidophilus; citric acid; malic acid; microbial diversity
Year: 2022 PMID: 36077980 PMCID: PMC9454833 DOI: 10.3390/ani12172260
Source DB: PubMed Journal: Animals (Basel) ISSN: 2076-2615 Impact factor: 3.231
Effect of ensiling time, L, and organic acids on nutritional components of Chamaecrista rotundifolia silage.
| Item and Ensiling Days | Treatments | SEM |
| |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CK | L | M1 | M2 | M3 | M4 | C1 | C2 | C3 | C4 | D | T | D × T | ||
| DM (g/kg FW) | ||||||||||||||
| 30 | 245.1 c | 267.3 a | 256.5 b | 262.5 ab | 266.4 ab | 271.8 a | 258.6 b | 263.1 ab | 268.5 ab | 272.1 a | 0.972 | 0.003 | <0.001 | 1.000 |
| 45 | 243.6 c | 262.8 ab | 252.6 bc | 255.0 b | 260.4 ab | 267.6 a | 253.8 bc | 255.6 b | 264.0 ab | 267.6 a | ||||
| 60 | 246.1 c | 262.6 a | 249.9 bc | 257.0 abc | 261.3 ab | 266.5 a | 250.8 bc | 257.9 ab | 263.2 a | 267.4 a | ||||
| CP (g/kg DM) | ||||||||||||||
| 30 | 139.0 Ac | 163.6 ab | 141.2 Ac | 156.7 Aab | 161.5 ab | 168.6 a | 152.4 Abc | 156.6 ab | 163.3 ab | 169.4 a | 1.615 | <0.001 | <0.001 | <0.001 |
| 45 | 124.8 ABd | 159.5 a | 136.4 ABcd | 145.9 Bbc | 156.5 ab | 163.2 a | 138.8 Bc | 143.7 c | 157.1 ab | 165.1 a | ||||
| 60 | 115.1 Bb | 153.2 a | 123.2 Bb | 143.0 Ba | 152.3 a | 155.0 a | 125.2 Cb | 143.9 a | 153.4 a | 156.4 a | ||||
| WSC (g/kg DM) | ||||||||||||||
| 30 | 11.1 bc | 8.2 c | 10.4 Abc | 11.3 bc | 11.4 bc | 16.9 Aa | 10.6 bc | 12.1 Abc | 13.0 ab | 13.3 ab | 0.339 | <0.001 | <0.001 | 0.775 |
| 45 | 10.3 bcd | 7.9 d | 9.4 ABcd | 10.4 bcd | 15.4 a | 15.1 ABa | 10.3 bcd | 12.5 Aabc | 13.9 ab | 13.0 abc | ||||
| 60 | 9.7 abcd | 5.0 f | 6.1 Bef | 8.0 cde | 9.3 bcd | 11.8 Bab | 7.2 def | 8.1 Bcde | 10.6 abc | 12.1 a | ||||
| NDF (g/kg DM) | ||||||||||||||
| 30 | 638.1 Ba | 613.5 Abc | 646.5 Aa | 640.8 Aa | 624.3 Ab | 551.0 Bf | 620.3 Bb | 604.0 Bcd | 598.8 Bde | 591.7 Ade | 4.035 | <0.001 | <0.001 | <0.001 |
| 45 | 652.5 Ab | 619.7 Ade | 671.0 Aa | 652.2 Ab | 630.5 Acd | 610.9 Aef | 639.3 Abc | 628.0 Acd | 625.5 Acd | 599.6 Ae | ||||
| 60 | 563.8 Cc | 522.6 Be | 604.9 Ba | 597.6 Bab | 594.9 Bab | 553.1 Bcd | 582.4 Cb | 549.9 Ccd | 546.5 Ccd | 542.5 Bd | ||||
| ADF (g/kg DM) | ||||||||||||||
| 30 | 439.1 Bbc | 405.8 Bf | 469.4 Aa | 436.3 Bbc | 430.0 Bcd | 405.4 Bf | 448.9 Ab | 406.2 Bf | 419.7 Bde | 415.2 ABef | 2.300 | <0.001 | <0.001 | <0.001 |
| 45 | 450.6 Ab | 435.3 Ac | 464.6 Aa | 453.8 Ab | 447.6 Ab | 414.1 Ad | 446.5 Ab | 434.7 Ac | 432.2 Ac | 425.7 Ac | ||||
| 60 | 426.6 Ca | 391.0 Bd | 435.3 Ba | 407.2 Cbc | 404.6 Cc | 376.0 Ce | 426.4 Ba | 413.0 Bbc | 414.3 Bb | 409.4 Bbc | ||||
| Ash (g/kg DM) | ||||||||||||||
| 30 | 57.7 | 56.6 A | 52.2 B | 52.9 B | 52.9 | 53.7 | 53.7 B | 53.7 A | 55.1 A | 56.5 A | 0.444 | <0.001 | 0.030 | <0.001 |
| 45 | 61.2 a | 57.7 Ab | 57.8 Ab | 57.2 Ab | 53.7 c | 52.7 c | 62.7 Aa | 57.5 Ab | 57.1 Ab | 53.4 Bc | ||||
| 60 | 54.4 a | 48.4 Bbcd | 50.7 Bb | 52.5 Babc | 52.1 bcd | 52.9 abc | 44.8 Ce | 50.3 Bbcd | 50.9 Bab | 53.5 Bab | ||||
L, Lactobacillus acidophilus; SEM, standard error of means; DM, dry matter; FW, fresh weight; CP, crude protein; WSC, water-soluble carbohydrates; NDF, neutral detergent fibre; ADF, acid detergent fibre. Chamaecrista rotundifolia was treated with the following: distilled water (CK), LAB (L), and different levels (0.1, 0.3, 0.5, and 1%) of malic acid (M1–M4) and citric acid (C1–C4). D, ensilage days effect; T, treatment effect; D × T, the interaction between ensilage days and treatment. Means of additive treatment within a row (a–f) followed by different lowercase superscripts differ (p < 0.05). Means of ensiling time treatment within a column (A–C), followed by different uppercase superscripts, differ (p < 0.05).
Effect of ensiling time and additives on nutritional components of Chamaecrista rotundifolia silage.
| Item and Ensiling Days | Treatments | SEM |
| |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CK | L | ML1 | ML2 | ML3 | ML4 | CL1 | CL2 | CL3 | CL4 | D | T | D × T | ||
| DM (g/kg FW) | ||||||||||||||
| 30 | 245.1 c | 267.3 a | 261.6 b | 263.7 b | 269.7 ab | 277.8 a | 262.2 b | 265.2 b | 271.2 ab | 278.4 a | 1.072 | 0.001 | <0.001 | 1.000 |
| 45 | 243.6 c | 262.8 ab | 255.0 bc | 257.4 b | 264.6 ab | 268.2 ab | 255.0 bc | 259.2 ab | 266.4 ab | 271.1 a | ||||
| 60 | 246.1 c | 262.6 a | 252.2 bc | 258.4 abc | 263.6 ab | 268.4 a | 252.7 bc | 259.4 ab | 264.1 ab | 271.2 a | ||||
| CP (g/kg DM) | ||||||||||||||
| 30 | 139.0 Ac | 163.6 ab | 153.8 bc | 161.0 ab | 165.0 Aab | 172.8 Aa | 154.0 Abc | 161.3 Aab | 165.7 ab | 174.0 a | 1.659 | <0.001 | <0.001 | 0.964 |
| 45 | 124.8 ABd | 159.5 a | 142.4 d | 148.1 cd | 160.2 ABbc | 167.2 ABab | 142.4 ABd | 154.6 ABbcd | 165.7 ab | 173.7 a | ||||
| 60 | 115.1 Bb | 153.2 a | 132.5 c | 147.7 bc | 153.9 Bab | 158.2 Bab | 136.5 Bc | 147.7 Bbc | 154.1 ab | 168.2 a | ||||
| WSC (g/kg DM) | ||||||||||||||
| 30 | 11.1 bc | 8.2 c | 9.7 bc | 10.9 abc | 11.2 abc | 12.7 a | 09.1 bc | 9.3 bc | 11.4 ab | 11.5 ab | 0.263 | 0.258 | <0.001 | 0.850 |
| 45 | 10.3 bcd | 7.9 d | 11.2 ab | 11.9 ab | 13.0 a | 13.6 a | 10.4 ab | 10.9 ab | 11.0 ab | 13.4 a | ||||
| 60 | 9.7 abcd | 5.0 f | 10.0 a | 10.1 a | 12.2 a | 13.8 a | 10.3 a | 10.9 a | 12.8 a | 13.4 a | ||||
| NDF (g/kg DM) | ||||||||||||||
| 30 | 638.1 Ba | 613.5 Abc | 608.6 Bcde | 602.9 Bcde | 597.4 Be | 579.8 Af | 629.5 Bab | 616.6 Bbc | 606.7 Bde | 601.1 Bde | 0.442 | <0.001 | <0.001 | <0.001 |
| 45 | 652.5 Ab | 619.7 Ade | 657.6 Aa | 642.2 Abc | 629.5 Acd | 593.7 Ae | 641.7 Abc | 633.2 Ac | 634.9 Ac | 571.6 Ae | ||||
| 60 | 563.8 Cc | 522.6 Be | 577.5 Cc | 572.3 Cb | 540.5 Cd | 538.0 Bd | 595.0 Ca | 583.5 Cb | 525.8 Ce | 525.7 Ce | ||||
| ADF (g/kg DM) | ||||||||||||||
| 30 | 439.1 Bbc | 405.8 Bf | 451.8 Ab | 433.1 Bc | 420.0 Bd | 415.6 Ade | 464.5 Aa | 469.0 Aa | 397.2 Cf | 404.0 Bef | 2.880 | <0.001 | <0.001 | <0.001 |
| 45 | 450.6 Ab | 435.3 Ac | 465.5 Aa | 453.9 Aab | 449.2 Ab | 416.8 Ad | 463.6 Aa | 443.8 Bbc | 444.2 Abc | 416.3 Ad | ||||
| 60 | 426.6 Ca | 391.0 Bd | 394.4 Bc | 394.0 Bc | 387.3 Ccd | 376.5 Be | 416.1 Bb | 414.1 Cb | 411.1 Bb | 383.2 Cde | ||||
| Ash (g/kg DM) | ||||||||||||||
| 30 | 57.7 | 56.6 A | 54.4 | 58.8 A | 58.1 | 59.7 A | 57.8 AB | 58.3 A | 60.0 A | 61.6 A | 0.476 | <0.001 | 0.104 | <0.001 |
| 45 | 61.2 a | 57.7 Ab | 54.0 bc | 54.1 ABbc | 54.1 bc | 49.7 Bc | 60.1 Aa | 53.7 Bbc | 51.8 Cc | 49.8 Cc | ||||
| 60 | 54.4 a | 48.4 Bbcd | 52.6 d | 52.6 Bd | 54.6 bcd | 55.6 ABbc | 53.7 Bbcd | 53.1 Bcd | 56.2 Bab | 58.4 Ba | ||||
SEM, standard error of means; DM, dry matter; FW, fresh weight; CP, crude protein; WSC, water-soluble carbohydrates; NDF, neutral detergent fibre; ADF, acid detergent fibre. Chamaecrista rotundifolia was treated with the following: distilled water (CK), LAB (L), and different levels (0.1, 0.3, 0.5, and 1%) of malic acid (ML1–ML4) and citric acid (CL1–CL4). D, ensilage days effect; T, treatment effect; D × T, the interaction between ensilage days and treatment. Means of additive treatment within a row (a–f) followed by different lowercase superscripts differ (p < 0.05). Means of ensiling time treatment within a column (A–C), followed by different uppercase superscripts, differ (p < 0.05).
Effect of ensiling time, and Lactobacillus acidophilus and organic acids on fermentation characteristics of the Chamaecrista rotundifolia silages.
| Item and Ensiling Days | Treatments | SEM |
| |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CK | L | M1 | M2 | M3 | M4 | C1 | C2 | C3 | C4 | D | T | D × T | ||
| Lactic acid (% DM) | ||||||||||||||
| 30 | 0.52 f | 1.44 bc | 1.53 Aabc | 0.99 de | 1.70 Aab | 1.26 Acd | 0.77 ef | 1.72 ab | 1.50 abc | 1.85 Aa | 0.048 | 0.006 | <0.001 | 0.017 |
| 45 | 0.45 c | 1.30 ab | 0.89 Cbc | 1.37 ab | 1.29 Bab | 1.73 ABa | 0.95 bc | 1.18 ab | 1.21 ab | 1.21 Bab | ||||
| 60 | 0.44 c | 1.50 ab | 1.28 Bb | 1.63 ab | 1.56 ABab | 2.01 Ba | 1.26 bb | 1.51 ab | 1.41 b | 1.37 ABb | ||||
| Acetic acid (% DM) | ||||||||||||||
| 30 | 1.83 a | 1.37 ab | 1.69 ab | 1.55 ab | 1.30 Aabc | 1.24 Abc | 1.78 ab | 1.54 ab | 0.82 Ac | 1.65 Aab | 0.057 | <0.001 | <0.001 | 0.334 |
| 45 | 1.63 a | 0.92 bc | 1.58 a | 1.47 a | 1.38 Aab | 1.50 Aa | 1.47 a | 1.41 ab | 0.54 Ac | 1.34 Aab | ||||
| 60 | 1.91 a | 1.09 ab | 1.44 ab | 0.92 ab | 0.41 Bb | 0.49 Bb | 1.52 ab | 1.02 ab | 0.59 ABb | 0.61 Bb | ||||
| Propionic acid (% DM) | ||||||||||||||
| 30 | 0.24 Ba | 0.11 ABc | 0.18 b | 0.07 Acde | 0.06 Bde | 0.09 cd | 0.09 ABcd | 0.10 Bcd | 0.04 e | 0.04 Be | 0.001 | <0.001 | <0.001 | ,0.001 |
| 45 | 0.16 Ca | 0.05 Bb | 0.13 a | 0.04 ABb | 0.04 ABb | 0.02 b | 0.03 Bb | 0.15 Aa | 0.03 b | 0.04 Bb | ||||
| 60 | 0.38 Aa | 0.17 Ab | 0.13 bcd | 0.02 Bd | 0.02 Bd | 0.04 cd | 0.15 Abc | 0.19 Ab | 0.03 cd | 0.22 Ab | ||||
| pH | ||||||||||||||
| 30 | 5.16 a | 4.50 c | 4.84 b | 4.63 c | 4.53 c | 4.36 ABd | 4.89 b | 4.61 c | 4.51 c | 4.35 ABd | 0.028 | <0.001 | <0.001 | 0.988 |
| 45 | 5.25 a | 4.54 cde | 4.87 b | 4.66 cd | 4.50 def | 4.38 Afg | 4.84 b | 4.68 c | 4.51 def | 4.37 Ag | ||||
| 60 | 5.15 a | 4.45 c | 4.70 b | 4.57 c | 4.44 c | 4.24 Bd | 4.75 b | 4.56 c | 4.47 c | 4.29 Bd | ||||
| NH3-N:TN | ||||||||||||||
| 30 | 4.96 Aab | 4.86 Ab | 5.07 Aa | 2.82 Ae | 3.00 Ad | 1.80 Ah | 3.57 Ac | 3.05 Ad | 2.42 Af | 2.07 Ag | 0.135 | <0.001 | <0.001 | <0.001 |
| 45 | 6.16 Bb | 5.32 Bc | 6.63 Ba | 4.22 Bd | 4.00 Be | 3.31 Bg | 3.58 Af | 4.07 Bde | 3.13 Bh | 2.38 ABi | ||||
| 60 | 6.20 Ba | 4.58 Abc | 5.83 Ca | 3.96 Bcd | 4.47 Bbc | 2.97 Cef | 5.01 Bb | 4.17 Bc | 3.38 Bde | 2.60 Bf | ||||
L, Lactobacillus acidophilus; SEM, standard error of means; NH3-N:TN, ammoniacal nitrogen as a percentage of total nitrogen. Chamaecrista rotundifolia was treated with the following: distilled water (CK), L, and different levels (0.1, 0.3, 0.5, and 1%) of malic acid (M1–M4) and citric acid (C1–C4). D, ensilage days effect; T, treatment effect; D × T, the interaction between ensilage days and treatment. Means of additive treatment within a row (a–i) followed by different lowercase superscripts differ (p < 0.05). Means of ensiling time treatment within a column (A–C), followed by different uppercase superscripts, differ (p < 0.05).
Effect of ensiling time and additives on fermentation characteristics of Chamaecrista rotundifolia silage.
| Item and Ensiling Days | Treatments | SEM |
| |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CK | L | ML1 | ML2 | ML3 | ML4 | CL1 | CL2 | CL3 | CL4 | D | T | D × T | ||
| Lactic acid (% DM) | ||||||||||||||
| 30 | 0.52 d | 1.44 c | 1.57 Abc | 1.62 bc | 1.61 bc | 2.66 a | 2.08 Aabc | 2.19 Aab | 1.99 bc | 1.97 Abc | 0.060 | 0.003 | <0.001 | 0.199 |
| 45 | 0.45 d | 1.30 bc | 0.93 Bcd | 1.56 ab | 1.65 ab | 1.91 a | 1.25 Bbc | 1.38 Babc | 1.66 ab | 1.45 Babc | ||||
| 60 | 0.44 b | 1.50 a | 1.69 Aa | 1.99 a | 1.80 a | 1.97 a | 1.34 ABa | 1.65 ABa | 1.69 a | 1.76 ABa | ||||
| Acetic acid (% DM) | ||||||||||||||
| 30 | 1.83 a | 1.37 b | 1.46 ab | 1.35 b | 0.65 Bd | 0.84 Bd | 1.28 bc | 1.16 Abc | 0.54 d | 0.82 Bcd | 0.051 | <0.001 | <0.001 | <0.001 |
| 45 | 1.63 a | 0.92 c | 1.48 ab | 1.26 abc | 1.16 Abc | 1.21 Aabc | 1.32 abc | 1.19 Abc | 0.49 d | 1.17 Abc | ||||
| 60 | 1.91 a | 1.09 bc | 0.92 bcd | 0.83 bcd | 0.35 Bcd | 0.31 Cd | 1.33 ab | 0.83 Bbcd | 0.45 cd | 0.48 Bcd | ||||
| Propionic acid (% DM) | ||||||||||||||
| 30 | 0.24 Ba | 0.11 ABb | 0.05 Bc | 0.05 ABc | 0.04 c | 0.05 Bc | 0.04 c | 0.04 c | 0.03 Bc | 0.09 ABb | 0.009 | <0.001 | <0.001 | <0.001 |
| 45 | 0.16 Ca | 0.05 Bbc | 0.04 Bbc | 0.03 Bbc | 0.02 c | 0.02 Cc | 0.03 bc | 0.04 bc | 0.06 Ab | 0.06 Bbc | ||||
| 60 | 0.38 Aa | 0.17 Ab | 0.12 Abcd | 0.05 Ade | 0.03 e | 0.18 Ab | 0.08 cde | 0.02 e | 0.04 ABe | 0.14 Abc | ||||
| pH | ||||||||||||||
| 30 | 5.16 a | 4.50 c | 4.73 ABb | 4.52 c | 4.42 ABc | 4.26 ABd | 4.66 b | 4.48 c | 4.45 c | 4.28 ABd | 0.028 | <0.001 | <0.001 | 0.999 |
| 45 | 5.25 a | 4.54 c | 4.76 Ab | 4.55 c | 4.49 Ac | 4.34 Ad | 4.70 b | 4.54 c | 4.50 c | 4.35 Ad | ||||
| 60 | 5.15 a | 4.45 bc | 4.58 Bb | 4.47 bc | 4.33 Bcd | 4.19 Bd | 4.56 b | 4.40 c | 4.39 c | 4.22 Bd | ||||
| NH3-N:TN | ||||||||||||||
| 30 | 4.96 Aa | 4.86 Aa | 3.92 Ab | 3.31 d | 2.24 Ae | 2.13 e | 3.64 Ac | 3.38 cd | 3.19 d | 1.97 Ae | 0.131 | <0.001 | <0.001 | <0.001 |
| 45 | 6.16 Ba | 5.32 Bc | 5.84 Bb | 3.34 e | 2.97 Bf | 2.41 g | 4.57 Bd | 3.37 e | 3.31 e | 2.06 ABh | ||||
| 60 | 6.20 Ba | 4.58 Ab | 4.66 Cb | 3.57 c | 2.76 Cde | 2.16 e | 4.44 Bb | 3.64 c | 3.04 cd | 2.26 Be | ||||
SEM, standard error of means; NH3-N:TN, ammoniacal nitrogen as a percentage of total nitrogen. Chamaecrista rotundifolia was treated with the following: distilled water (CK), Lactobacillus acidophilus (L), different levels (0.1, 0.3, 0.5, and 1%) of malic acid (ML1–ML4) and citric acid (CL1–CL4). D, ensilage days effect; T, treatment effect; D × T, the interaction between ensilage days and treatment. Means of additive treatment within a row (a–h) followed by different lowercase superscripts differ (p < 0.05). Means of ensiling time treatment within a column (A–C), followed by different uppercase superscripts, differ (p < 0.05).
Figure 1Petal diagram illustrating the degree of overlap of bacterial OTUs among the 6 groups. Each petal represents a group, the middle CORE number represents the number of OTUs common to all groups, and the number on the petal represents the number of OTUs specific to that group (A). Rarefaction curves of the observed species index. The horizontal coordinate is the number of sequencing strips selected randomly from a sample, and the vertical coordinate is the number of OTUs that can be constructed based on the number of sequencing strips to reflect the sequencing depth. Different samples are represented by different color curves (B).
Figure 2Boxplots showing the distribution of α-diversity indices among silage treatments. (A) ACE: Abundance Coverage-based Estimator; (B) Chao1 index; (C) Simpson’s index; and (D) Shannon’s diversity index. The horizontal bars in the boxes represent the median of the distance matrix distribution. The lower and upper extents of the boxes are the 25th and 75th percentiles of the distribution, respectively. The lower and upper whiskers in the box plots are the minimum and maximum values of the distribution, respectively. * p < 0.05; ** p < 0.01.
Figure 3Principal Coordinates Analysis (PCoA) plot based on the Bray–Curtis dissimilarity matrix of the bacterial community among treatments. Adonis: permutational MANOVA.
Figure 4The differentially abundant bacterial taxa identified by linear discriminant analysis effect size (LEfSe) among treatments (CK, L, M4, C4, ML4, CL4) and their cladograms. (A) Histogram of the LDA scores. (B) Cladogram of LEfSe analysis. The absence of a group in the figure indicates that there are no significant different species in this group. LDA, linear discriminant analysis.
Figure 5Bacterial community and relative abundances at the phylum (A) and genus (B) levels in Chamaecrista rotundifolia silage after 60 days of fermentation.
Figure 6Heat map displaying the correlations between the fermentation quality of Chamaecrista rotundifolia silage and the relative abundance of bacterial genera. pH, hydrogen ion concentration; LA, lactic acid; AA, acetic acid; PA, propionic acid; NH3-N, ammonia nitrogen as a percentage of total nitrogen. * p < 0.05; ** p < 0.01.