Optimized Fermentation with Bacillus licheniformis on Flaxseed Cake Modulates Microbiota Toward Higher Propionate Production in Piglets
Abstract
1. Introduction
2. Materials and Methods
2.1. Chemicals
2.2. Plant Material and Microorganism
2.3. Fermentation Process
2.4. Microbial Enumeration
2.5. Fermentation Optimization Using Placket-Burman Design
2.6. Bacillus Enzymes Extraction and Activity
2.7. Free Amino Acids
2.8. Proximate Composition
2.9. Phytic Acid
2.10. Reducing Sugars
2.11. Water-Soluble Carbohydrates
3. In Vivo Pilot Experiment
3.1. Ethics Statement
3.2. Animals, Feeding and Management
3.3. Experimental Observations and Sample Collection
3.4. Blood Analysis
3.5. Microbiota Analysis by 16 s rRNA Sequencing
3.6. SCFAs Determination
4. Statistical Analysis
5. Results
5.1. In Vitro Experiment
5.1.1. Fermentation Optimization
5.1.2. Scale-Up Evaluation of Protease Activity and Viable Cell Counts
5.1.3. Chemical Composition Changes
5.1.4. Additional Bacillus Licheniformis Enzymatic Activities
5.2. In Vivo Evaluation of Fermented Diet on Weaned Piglets
5.2.1. Growth Performance
5.2.2. Hematological and Biochemical Profile
5.2.3. Fermented Flaxseed Cake Effects on Fecal Microbiota
5.2.4. Taxonomic Composition of Gut Microbiota
5.2.5. Differential Abundance Analysis of Gut Microbiota
5.2.6. Fecal SCFAs Analysis
6. Discussion
7. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Run Order | Molasse (%) | Yest Extract (%) | CaCl2 (%) | NaCl (%) | Inoculum (%) | Moisture (%) | Time (h) | Protease Activity (U/g DW) | Predicted Activity (U/g DW) | Model Agreement (%) |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1 | 0.5 | 0.05 | 0.5 | 7.5 | 60 | 48 | 80.19 | 79.21 | 98.78 |
| 2 | 1 | 0.5 | 0.05 | 2 | 15 | 70 | 48 | 51.69 | 56.59 | 109.49 |
| 3 | 1 | 2 | 0.2 | 2 | 7.5 | 70 | 72 | 102.64 | 96.05 | 93.58 |
| 4 | 3 | 2 | 0.05 | 2 | 15 | 60 | 72 | 108.73 | 112.74 | 103.69 |
| 5 | 3 | 0.5 | 0.2 | 2 | 7.5 | 70 | 48 | 36.61 | 35.64 | 97.36 |
| 6 | 3 | 0.5 | 0.05 | 0.5 | 15 | 70 | 72 | 143.82 | 129.77 | 90.23 |
| 7 | 1 | 2 | 0.2 | 0.5 | 15 | 60 | 48 | 31.16 | 27.31 | 87.65 |
| 8 | 3 | 0.5 | 0.2 | 0.5 | 7.5 | 60 | 72 | 100.34 | 107.14 | 106.78 |
| 9 | 1 | 2 | 0.05 | 0.5 | 7.5 | 70 | 72 | 141.14 | 149.30 | 105.78 |
| 10 | 1 | 0.5 | 0.2 | 2 | 15 | 60 | 72 | 88.23 | 89.98 | 101.98 |
| 11 | 3 | 2 | 0.05 | 2 | 7.5 | 60 | 48 | 60.76 | 57.97 | 95.41 |
| 12 | 3 | 2 | 0.2 | 0.5 | 15 | 70 | 48 | 18.91 | 22.22 | 117.54 |
| Item | FSC | FFSC |
|---|---|---|
| Ingredients (g/kgas-fed) | ||
| Maize | 206.1 | 206.1 |
| Barley | 100.0 | 100.0 |
| Rye | 150.0 | 150.0 |
| Wheat | 190.0 | 190.0 |
| Soybean meal, 45.5% CP | 166.1 | 166.1 |
| Flaxseed cake, 33.6% CP | 80.0 | 0 |
| Fermented flaxseed cake, 32.49% CP | 0 | 80.0 |
| Maize gluten meal, 60% CP | 40.7 | 40.7 |
| Whey powder | 20.0 | 20.0 |
| Vegetable oil | 8.8 | 8.8 |
| DL-Methionine, 99% Met | 1.0 | 1.0 |
| L-Lysine-HCl, 78% Lys | 4.1 | 4.1 |
| Calcium carbonate | 14.5 | 14.5 |
| Monocalcium phosphate | 3.2 | 3.2 |
| Salt | 3.5 | 3.5 |
| Choline chloride 50% | 2.0 | 2.0 |
| Vitamin–mineral premix *, no antibiotic | 10.0 | 10.0 |
| Total | 1000.0 | 1000.0 |
| Analyzed chemical composition (%) | ||
| Dry matter | 90.49 | 90.51 |
| Crude protein | 22.35 | 21.11 |
| Ether extract | 3.10 | 2.96 |
| Crude fiber | 4.14 | 3.81 |
| Ash | 4.51 | 5.45 |
| NDF | 11.63 | 11.27 |
| ADF | 4.48 | 4.19 |
| Calcium | 0.80 | 0.89 |
| Phosphorus, total | 0.62 | 0.77 |
| Nutritive value | ||
| Metabolizable energy, MJ/kg ** | 13.36 | 13.33 |
| Source | Coefficient | SE Coef | Anova F-Value | Anova p-Value | Significance |
|---|---|---|---|---|---|
| Molasses (%) | −0.208 | 0.155 | 1.80 | 0.250 | ns |
| Yest extract (%) | −0.286 | 0.155 | 3.40 | 0.139 | ns |
| CaCl2 (%) | −1.060 | 0.155 | 46.66 | 0.002 | ** |
| NaCl | −0.149 | 0.155 | 0.92 | 0.391 | ns |
| Inoculum | −0.491 | 0.155 | 10.03 | 0.034 | * |
| Moisture | −0.048 | 0.155 | 0.10 | 0.772 | ns |
| Time | 1.993 | 0.155 | 165.10 | 0.000 | *** |
| Parameter | FSC | FFSC | p-Value | Change (%) |
|---|---|---|---|---|
| Proximate composition (% DM) | ||||
| Dry Matter | 90.93 ± 0.130 | 84.51 ± 0.109 | <0.001 | −7.06 |
| Crude Protein | 33.60 ± 0.081 | 32.49 ± 0.068 | <0.001 | −3.30 |
| Crude fat | 15.54 ± 0.173 | 10.75 ± 0.079 | <0.001 | −30.85 |
| Crude fiber | 8.13 ± 0.122 | 8.12 ± 0.090 | 0.622 | −0.12 |
| NDF | 23.83 ± 0.214 | 17.31 ± 0.255 | <0.001 | −27.36 |
| ADF | 14.11 ± 0.092 | 9.98 ± 0.216 | <0.001 | −29.24 |
| Ash | 4.32 ± 0.113 | 4.74 ± 0.058 | 0.004 | 9.55 |
| Soluble compounds (mg g−1 DM) | ||||
| Free amino acids | 0.49 ± 0.051 | 2.55 ± 0.084 | <0.001 | 430.61% |
| Reducing sugars | 6.12 ± 0.148 | 11.5 ± 0.347 | 0.004 | 88.52% |
| Soluble carbohydrates | 141.88 ± 2.545 | 162.6 ± 2.79 | 0.018 | 14.67% |
| Antinutrients (% DM) | ||||
| Phytic acid | 2.10 ± 0.046 | 1.62 ± 0.073 | 0.026 | −23.81% |
| Item | FSC | FFSC | SEM | p-Value |
|---|---|---|---|---|
| Initial BW, kg | 13.50 | 13.50 | 0.483 | 0.997 |
| Final BW, kg | 24.75 | 28.25 | 1.169 | 0.009 |
| ADG, kg/d | 0.402 | 0.527 | 0.025 | <0.001 |
| ADFI, kg/d | 0.953 | 0.959 | 0.032 | 0.850 |
| FCR | 2.37 | 1.82 | 0.051 | <0.001 |
| Diarrhea incidence, % | 2.39 | 2.14 | 0.146 | 0.036 |
| Items | Unit | FSC | FFSC | SEM | p-Value |
|---|---|---|---|---|---|
| WBC | K/µL | 17.78 | 17.98 | 1.049 | 0.997 |
| RBC | M/µL | 6.35 | 6.83 | 0.158 | 0.049 |
| HGB | g/dL | 11.60 | 12.03 | 0.158 | 0.049 |
| HCT | % | 38.10 | 39.53 | 1.023 | 0.439 |
| MCV | fL | 60.05 | 57.87 | 0.810 | 0.069 |
| MCH | pg | 18.25 | 17.23 | 0.149 | 0.145 |
| MCHC | g/dL | 30.45 | 30.50 | 0.217 | 0.599 |
| RDW | % | 18.15 | 18.03 | 0.540 | 0.527 |
| PLT | K/µL | 379.50 | 314.00 | 50.181 | 0.378 |
| MPV | fL | 9.55 | 10.60 | 0.337 | 0.111 |
| %RET | % | 4.91 | 5.31 | 0.675 | 0.734 |
| %NEUT | % | 37.25 | 40.83 | 1.206 | 0.057 |
| %LYMPH | % | 55.00 | 53.40 | 1.410 | 0.519 |
| %MONO | % | 4.15 | 2.47 | 0.350 | 0.022 |
| %EOS | % | 2.65 | 2.10 | 0.497 | 0.817 |
| %BASO | % | 0.65 | 0.67 | 0.149 | 0.145 |
| #RET | K/µL | 313.35 | 362.63 | 47.615 | 0.481 |
| #NEUT | K/µL | 6.53 | 7.33 | 0.217 | 0.004 |
| #LYMPH | K/µL | 9.87 | 9.62 | 0.745 | 0.541 |
| #MONO | K/µL | 0.71 | 0.44 | 0.149 | 0.010 |
| #EOS | K/µL | 0.51 | 0.37 | 0.217 | 0.599 |
| #BASO | K/µL | 0.12 | 0.12 | 0.001 | 0.998 |
| Parameters | FSC | FFSC | SEM | p-Value |
|---|---|---|---|---|
| GLU, mg/dL | 106.50 | 126.13 | 3.731 | 0.007 |
| TG, mg/dL | 39.17 | 36.88 | 1.850 | 0.597 |
| TCho, mg/dL | 90.33 | 84.75 | 2.657 | 0.364 |
| HDL, mg/dL | 38.50 | 33.63 | 2.029 | 0.296 |
| TP, g/dL | 5.03 | 5.13 | 0.075 | 0.638 |
| ALB, g/dL | 3.07 | 3.00 | 0.092 | 0.779 |
| BIL, mg/dL | 0.18 | 0.25 | 0.010 | 0.084 |
| BUN, mg/dL | 12.50 | 13.94 | 0.441 | 0.143 |
| UA, mg/dL | 0.37 | 0.40 | 0.034 | 0.695 |
| CRE, mg dL | 0.98 | 0.96 | 0.033 | 0.817 |
| ALT, U/L | 51.92 | 67.63 | 4.614 | 0.124 |
| AST, U/L | 16.92 | 26.94 | 2.439 | 0.056 |
| GGT, U/L | 39.83 | 37.88 | 3.062 | 0.783 |
| Ca, mg dL | 13.03 | 13.63 | 0.157 | 0.106 |
| Mg, mg dL | 2.35 | 2.28 | 0.024 | 0.078 |
| IP, mg dL | 9.85 | 8.95 | 0.281 | 0.150 |
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Share and Cite
Rambu, D.; Dumitru, M.; Toma, S.M.; Blebea, N.-M.; Ciurescu, G.; Vamanu, E. Optimized Fermentation with Bacillus licheniformis on Flaxseed Cake Modulates Microbiota Toward Higher Propionate Production in Piglets. Agriculture 2026, 16, 757. https://doi.org/10.3390/agriculture16070757
Rambu D, Dumitru M, Toma SM, Blebea N-M, Ciurescu G, Vamanu E. Optimized Fermentation with Bacillus licheniformis on Flaxseed Cake Modulates Microbiota Toward Higher Propionate Production in Piglets. Agriculture. 2026; 16(7):757. https://doi.org/10.3390/agriculture16070757
Chicago/Turabian StyleRambu, Dan, Mihaela Dumitru, Smaranda Mariana Toma, Nicoleta-Mirela Blebea, Georgeta Ciurescu, and Emanuel Vamanu. 2026. "Optimized Fermentation with Bacillus licheniformis on Flaxseed Cake Modulates Microbiota Toward Higher Propionate Production in Piglets" Agriculture 16, no. 7: 757. https://doi.org/10.3390/agriculture16070757
APA StyleRambu, D., Dumitru, M., Toma, S. M., Blebea, N.-M., Ciurescu, G., & Vamanu, E. (2026). Optimized Fermentation with Bacillus licheniformis on Flaxseed Cake Modulates Microbiota Toward Higher Propionate Production in Piglets. Agriculture, 16(7), 757. https://doi.org/10.3390/agriculture16070757

