Submitted:
30 October 2023
Posted:
31 October 2023
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Glutamine-Enriched CGM Fermented Feed Preparation
2.3. Nutritional Value Evaluation of the Glutamine-Enriched CGM Fermented Feed
2.4. Glutamine Content Evaluation
2.5. Animal, Design, and Diets
2.6. Sample Collection
2.7. Intestinal Morphology Analysis
2.8. Determination of Serum and Jejunum Tissues Immunological Parameters
2.9. 16S rRNA High Throughput Sequencing
2.10. Statistical Analysis
3. Results
3.1. Chemical Compositions of the GCFF
3.2. Glutamine Content of the GCFF
3.3. Effects of Dietary GCFF Replacing SBM Supplementation on the Growth Performance of Broilers
3.4. Effects of Dietary GCFF Replacing SBM Supplementation on the Intestinal Morphology of Broilers
3.5. Effects of Dietary GCFF Replacing SBM Supplementation on the Serum and Jejunum Tissues Immunoglobulins of Broilers
3.6. Effects of Dietary GCFF Replacing SBM Supplementation on the Intestinal Microbiota of Broilers
4. Discussion
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Abbreviations
| ADFI | Average daily feed intake |
| ADG | Average daily gain |
| BTI | Bis-1,1-trifluoroacetoxy-iodobenzene |
| CD | Crypt depth |
| CGM | Corn gluten meal |
| FCR | Feed conversion rate |
| GCFF | Glutamine-enriched corn gluten meal fermented feed |
| Gln | Glutamine |
| OUT | Operational taxonomic units |
| PCoA | Principal coordinate component analysis |
| SBM | Soybean meal |
| UFF | Corn gluten meal unfermented feed |
| VCR | Villus height to crypt depth |
Appendix A

| No. | Sequence | Position in protein | Protein name | Access No. |
|---|---|---|---|---|
| 1 | QPPRPQP | 88-94 | Glutein-2 | P04706 |
| 2 | LRQQCCQQL | 151-159 | Glutein-2 | P04706 |
| 3 | LQQQPQSGQVA | 180-190 | Glutein-2 | P04706 |
| 4 | AAQIAQQL | 194-201 | Glutein-2 | P04706 |
| 5 | LQQP | 207-210 | Glutein-2 | P04706 |
| 6 | LRQQCCQQQM | 83-92 | Zein-beta | P06673 |
| 7 | AQQLQMMMQL | 101-110 | Zein-beta | P06673 |
| 8 | ALMQQQQQLL | 124-133 | Zein-beta | P06673 |
| 9 | LQQA | 58-61 | Zein-alpha A20 | P04703 |
| 10 | LFQQS | 73-77 | Zein-alpha A20 | P04703 |
| 11 | AQQLQQL | 92-98 | Zein-alpha A20 | P04703 |
| 12 | QQQQFL | 116-121 | Zein-alpha A20 | P04703 |
| 13 | LQQQL | 135-139 | Zein-alpha A20 | P04703 |
| 14 | QQQQLL | 151-156 | Zein-alpha A20 | P04703 |
| 15 | LQQQIL | 170-175 | Zein-alpha A20 | P04703 |
| 16 | LQLQQL | 210-215 | Zein-alpha A20 | P04703 |
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| Item | 1-21 d | 22-42 d | ||||||
|---|---|---|---|---|---|---|---|---|
| CON | GCFF15 | GCFF30 | GCFF60 | CON | GCFF15 | GCFF30 | GCFF60 | |
| Ingredients (%, as-fed basis) | ||||||||
| Corn | 57.47 | 59.77 | 57.47 | 57.97 | 62.00 | 63.40 | 62.00 | 62.60 |
| Soybean meal | 35.80 | 29.63 | 25.06 | 14.32 | 31.07 | 26.41 | 21.75 | 12.43 |
| CGM fermented feed | 0.00 | 5.37 | 10.74 | 21.48 | 0.00 | 4.66 | 9.32 | 18.64 |
| Soybean oil | 3.00 | 1.50 | 3.00 | 2.50 | 3.60 | 2.20 | 3.60 | 3.00 |
| Limestone | 1.27 | 1.27 | 1.27 | 1.27 | 1.21 | 1.21 | 1.21 | 1.21 |
| Dicalcium phosphate | 1.45 | 1.45 | 1.45 | 1.45 | 1.20 | 1.20 | 1.20 | 1.20 |
| Choline chloride | 0.20 | 0.20 | 0.20 | 0.20 | 0.20 | 0.20 | 0.20 | 0.20 |
| NaCl | 0.35 | 0.35 | 0.35 | 0.35 | 0.35 | 0.35 | 0.35 | 0.35 |
| Premix 1 | 0.22 | 0.22 | 0.22 | 0.22 | 0.22 | 0.22 | 0.22 | 0.22 |
| DL-Methionine (98%) | 0.20 | 0.20 | 0.20 | 0.20 | 0.12 | 0.12 | 0.12 | 0.12 |
| L-Lysine-HCl (99%) | 0.02 | 0.02 | 0.02 | 0.02 | 0.01 | 0.01 | 0.01 | 0.01 |
| Antioxidant | 0.02 | 0.02 | 0.02 | 0.02 | 0.02 | 0.02 | 0.02 | 0.02 |
| Item | UFF | GCFF |
|---|---|---|
| Dry matter (%) | 90.52 ± 0.19 | 90.13 ± 0.28 |
| Crude protein (%) | 40.46 ± 0.28 | 41.33 ± 0.46 |
| Crude fiber (%) | 12.98 ± 0.09 a | 9.10 ± 0.04 b |
| Crude fat (%) | 2.50 ± 0.11 a | 2.17 ± 0.04 b |
| Acid detergent fiber (%) | 28.36 ± 0.18 a | 23.53 ± 0.25 b |
| Neutral detergent fiber (%) | 8.43 ± 0.12 | 8.22 ± 0.09 |
| pH | 5.2 a | 4.6 b |
| Glutamine content (mg/g soluble protein) | 1.60 ± 0.16 b | 12.80 ± 0.14 a |
| Small peptide content (mg/g) | 76.10 ± 0.96 b | 112.30 ± 1.05 a |
| Soluble protein content (mg/g) | 82.40 ± 0.82 b | 140.70 ± 1.98 a |
| Lactic acid content (mg/g) | 13.18 ± 0.03 b | 29.78 ± 0.19 a |
| Lactobacillus (CFU/g) | Undetected | 2.6 × 106 |
| Bacillus subtilis (CFU/g) | Undetected | 1.1 × 105 |
| Item | Time | CON | GCFF15 | GCFF30 | GCFF60 | SEM | p-value |
|---|---|---|---|---|---|---|---|
| ADG (g) | 1-21 d | 34.0 c | 37.4 a | 35.8 b | 33.4 c | 0.919 | <0.001 |
| 22-42 d | 82.9 c | 92.0 a | 88.3 b | 76.0 d | 3.491 | <0.001 | |
| 1-42 d | 60.7 c | 66.3 a | 62.2 b | 54.6 d | 2.413 | <0.001 | |
| ADFI (g) | 1-21 d | 53.3 a | 54.5 a | 54.9 a | 52.3 b | 0.599 | 0.063 |
| 22-42 d | 172.7 a | 173.2 a | 173.5 a | 160.2 b | 3.237 | <0.001 | |
| 1-42 d | 113.0 a | 113.8 a | 114.2 a | 106.2 b | 1.877 | <0.001 | |
| FCR | 1-21 d | 1.56 | 1.52 | 1.52 | 1.60 | 0.019 | 0.156 |
| 22-42 d | 1.98 b | 1.82 c | 1.98 b | 2.08 a | 0.054 | <0.001 | |
| 1-42 d | 1.86 b | 1.74 c | 1.84 b | 1.94 a | 0.042 | <0.001 |
| Item | CON | GCFF15 | GCFF30 | GCFF60 | SEM | p-value |
|---|---|---|---|---|---|---|
| Serum | ||||||
| IgM (μg/mL) | 624.9 | 632.2 | 624.9 | 605.1 | 5.039 | 0.414 |
| IgG (μg/mL) | 1793.9 b | 2135.9 a | 2039.5 a | 2056.6 a | 63.997 | 0.006 |
| IgA (μg/mL) | 215.0 | 232.9 | 207.4 | 205.8 | 5.376 | 0.096 |
| Jejunum tissues | ||||||
| IgM (μg/mL) | 548.6 b | 603.8 a | 605.9 a | 566.2 b | 12.269 | < 0.001 |
| IgG (μg/mL) | 1609.9 b | 1793.5 a | 1850.6 a | 1798.3 a | 45.617 | < 0.001 |
| IgA (μg/mL) | 210.4 b | 238.0 a | 226.9 a | 220.9 ab | 4.994 | 0.005 |
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