Optimization of medium formulations for biomass vaccine production of gdhA derivative Pasteurella multocida B:2 using statistical experimental design
The glutamate dehydrogenase (gdhA) gene of a pathogenic Pasteurella multocida B:2 was successfully inactivated to create an attenuated strain as a vaccine candidate against hemorrhagic septicemia (HS) in ruminants. This study presents a novel approach to optimizing the medium formulation for high-th...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2025
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| Online Access: | http://psasir.upm.edu.my/id/eprint/115934/ http://psasir.upm.edu.my/id/eprint/115934/1/115934.pdf |
| _version_ | 1848866893637615616 |
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| author | Oslan, Siti Nur Hazwani Loo, Jiun Shen Mohamad, Rosfarizan Bejo, Siti Khairani Saad, Mohd Zamri |
| author_facet | Oslan, Siti Nur Hazwani Loo, Jiun Shen Mohamad, Rosfarizan Bejo, Siti Khairani Saad, Mohd Zamri |
| author_sort | Oslan, Siti Nur Hazwani |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | The glutamate dehydrogenase (gdhA) gene of a pathogenic Pasteurella multocida B:2 was successfully inactivated to create an attenuated strain as a vaccine candidate against hemorrhagic septicemia (HS) in ruminants. This study presents a novel approach to optimizing the medium formulation for high-throughput mass production of a gdhA-inactivated P. multocida B:2, which is critical for scaling up vaccine production. Using response surface methodology (RSM) with a central composite design (CCD), we systematically investigated the effects of various medium components on biomass yield. Yeast extract, glucose, sodium chloride, and sodium phosphate were identified as critical factors, with yeast extract demonstrating a significant enhancement in biomass production, yielding 2.03 ± 0.15 mg/mL, compared to traditional peptone (1.30 ± 0.26 mg/mL) and inorganic nitrogen sources like ammonium chloride and ammonium sulfate (<1.0 mg/mL). Among carbon sources, glucose paired with yeast extract produced the highest biomass, while sucrose, white sugar, and soluble starch had minimal effects. Optimization through CCD identified the ideal concentrations of yeast extract, glucose, NaCl, and NaH₂PO₄ as 15.64 g/L, 1.91 g/L, 3.06 g/L, and 2.48 g/L, respectively, resulting in a 35% increase in biomass yield to 3.10 mg/mL. Yeast extract was the key driver of growth, with optimal concentrations between 5 and 20 g/L, while excess glucose, NaCl, and NaH₂PO₄ inhibited growth. Statistical analysis revealed that the quadratic polynomial model fit the data well (R2 = 0.8440, model F-value = 5.80, p < 0.05). The novelty of this study lies in the optimization of a medium that significantly improves biomass production compared to conventional formulations, providing a cost-effective and efficient solution for scaling up the production of attenuated P. multocida B:2. This optimized medium holds promise for advancing vaccine development against HS. |
| first_indexed | 2025-11-15T14:27:50Z |
| format | Article |
| id | upm-115934 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T14:27:50Z |
| publishDate | 2025 |
| publisher | Elsevier |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-1159342025-03-17T07:04:47Z http://psasir.upm.edu.my/id/eprint/115934/ Optimization of medium formulations for biomass vaccine production of gdhA derivative Pasteurella multocida B:2 using statistical experimental design Oslan, Siti Nur Hazwani Loo, Jiun Shen Mohamad, Rosfarizan Bejo, Siti Khairani Saad, Mohd Zamri The glutamate dehydrogenase (gdhA) gene of a pathogenic Pasteurella multocida B:2 was successfully inactivated to create an attenuated strain as a vaccine candidate against hemorrhagic septicemia (HS) in ruminants. This study presents a novel approach to optimizing the medium formulation for high-throughput mass production of a gdhA-inactivated P. multocida B:2, which is critical for scaling up vaccine production. Using response surface methodology (RSM) with a central composite design (CCD), we systematically investigated the effects of various medium components on biomass yield. Yeast extract, glucose, sodium chloride, and sodium phosphate were identified as critical factors, with yeast extract demonstrating a significant enhancement in biomass production, yielding 2.03 ± 0.15 mg/mL, compared to traditional peptone (1.30 ± 0.26 mg/mL) and inorganic nitrogen sources like ammonium chloride and ammonium sulfate (<1.0 mg/mL). Among carbon sources, glucose paired with yeast extract produced the highest biomass, while sucrose, white sugar, and soluble starch had minimal effects. Optimization through CCD identified the ideal concentrations of yeast extract, glucose, NaCl, and NaH₂PO₄ as 15.64 g/L, 1.91 g/L, 3.06 g/L, and 2.48 g/L, respectively, resulting in a 35% increase in biomass yield to 3.10 mg/mL. Yeast extract was the key driver of growth, with optimal concentrations between 5 and 20 g/L, while excess glucose, NaCl, and NaH₂PO₄ inhibited growth. Statistical analysis revealed that the quadratic polynomial model fit the data well (R2 = 0.8440, model F-value = 5.80, p < 0.05). The novelty of this study lies in the optimization of a medium that significantly improves biomass production compared to conventional formulations, providing a cost-effective and efficient solution for scaling up the production of attenuated P. multocida B:2. This optimized medium holds promise for advancing vaccine development against HS. Elsevier 2025 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/115934/1/115934.pdf Oslan, Siti Nur Hazwani and Loo, Jiun Shen and Mohamad, Rosfarizan and Bejo, Siti Khairani and Saad, Mohd Zamri (2025) Optimization of medium formulations for biomass vaccine production of gdhA derivative Pasteurella multocida B:2 using statistical experimental design. Biocatalysis and Agricultural Biotechnology, 64. art. no. 103504. pp. 1-11. ISSN 1878-8181; eISSN: 1878-8181 https://linkinghub.elsevier.com/retrieve/pii/S1878818125000179 10.1016/j.bcab.2025.103504 |
| spellingShingle | Oslan, Siti Nur Hazwani Loo, Jiun Shen Mohamad, Rosfarizan Bejo, Siti Khairani Saad, Mohd Zamri Optimization of medium formulations for biomass vaccine production of gdhA derivative Pasteurella multocida B:2 using statistical experimental design |
| title | Optimization of medium formulations for biomass vaccine production of gdhA derivative Pasteurella multocida B:2 using statistical experimental design |
| title_full | Optimization of medium formulations for biomass vaccine production of gdhA derivative Pasteurella multocida B:2 using statistical experimental design |
| title_fullStr | Optimization of medium formulations for biomass vaccine production of gdhA derivative Pasteurella multocida B:2 using statistical experimental design |
| title_full_unstemmed | Optimization of medium formulations for biomass vaccine production of gdhA derivative Pasteurella multocida B:2 using statistical experimental design |
| title_short | Optimization of medium formulations for biomass vaccine production of gdhA derivative Pasteurella multocida B:2 using statistical experimental design |
| title_sort | optimization of medium formulations for biomass vaccine production of gdha derivative pasteurella multocida b:2 using statistical experimental design |
| url | http://psasir.upm.edu.my/id/eprint/115934/ http://psasir.upm.edu.my/id/eprint/115934/ http://psasir.upm.edu.my/id/eprint/115934/ http://psasir.upm.edu.my/id/eprint/115934/1/115934.pdf |