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Optimization of Multiparameters for Increased Yields of Cytochrome B5 in Bioreactors
The production of recombinant proteins is gaining increasing importance as the market requests high quality proteins for several applications. However, several process parameters affect both the growth of cells and product yields. This study uses high throughput systems and statistical methods to as...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8306036/ https://www.ncbi.nlm.nih.gov/pubmed/34299423 http://dx.doi.org/10.3390/molecules26144148 |
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author | Pereira, Ricardo F. S. de Carvalho, Carla C. C. R. |
author_facet | Pereira, Ricardo F. S. de Carvalho, Carla C. C. R. |
author_sort | Pereira, Ricardo F. S. |
collection | PubMed |
description | The production of recombinant proteins is gaining increasing importance as the market requests high quality proteins for several applications. However, several process parameters affect both the growth of cells and product yields. This study uses high throughput systems and statistical methods to assess the influence of fermentation conditions in lab-scale bioreactors. Using this methodology, it was possible to find the best conditions to produce cytochrome b5 with recombinant cells of Escherichia coli. Using partial least squares, the height-to-diameter ratio of the bioreactor, aeration rate, and PID controller parameters were found to contribute significantly to the final biomass and cytochrome concentrations. Hence, we could use this information to fine-tune the process parameters, which increased cytochrome production and yield several-fold. Using aeration of 1 vvm, a bioreactor with a height-to-ratio of 2.4 and tuned PID parameters, a production of 72.72 mg/L of cytochrome b5 in the culture media, and a maximum of product to biomass yield of 24.97 mg/g could be achieved. |
format | Online Article Text |
id | pubmed-8306036 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83060362021-07-25 Optimization of Multiparameters for Increased Yields of Cytochrome B5 in Bioreactors Pereira, Ricardo F. S. de Carvalho, Carla C. C. R. Molecules Article The production of recombinant proteins is gaining increasing importance as the market requests high quality proteins for several applications. However, several process parameters affect both the growth of cells and product yields. This study uses high throughput systems and statistical methods to assess the influence of fermentation conditions in lab-scale bioreactors. Using this methodology, it was possible to find the best conditions to produce cytochrome b5 with recombinant cells of Escherichia coli. Using partial least squares, the height-to-diameter ratio of the bioreactor, aeration rate, and PID controller parameters were found to contribute significantly to the final biomass and cytochrome concentrations. Hence, we could use this information to fine-tune the process parameters, which increased cytochrome production and yield several-fold. Using aeration of 1 vvm, a bioreactor with a height-to-ratio of 2.4 and tuned PID parameters, a production of 72.72 mg/L of cytochrome b5 in the culture media, and a maximum of product to biomass yield of 24.97 mg/g could be achieved. MDPI 2021-07-08 /pmc/articles/PMC8306036/ /pubmed/34299423 http://dx.doi.org/10.3390/molecules26144148 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Pereira, Ricardo F. S. de Carvalho, Carla C. C. R. Optimization of Multiparameters for Increased Yields of Cytochrome B5 in Bioreactors |
title | Optimization of Multiparameters for Increased Yields of Cytochrome B5 in Bioreactors |
title_full | Optimization of Multiparameters for Increased Yields of Cytochrome B5 in Bioreactors |
title_fullStr | Optimization of Multiparameters for Increased Yields of Cytochrome B5 in Bioreactors |
title_full_unstemmed | Optimization of Multiparameters for Increased Yields of Cytochrome B5 in Bioreactors |
title_short | Optimization of Multiparameters for Increased Yields of Cytochrome B5 in Bioreactors |
title_sort | optimization of multiparameters for increased yields of cytochrome b5 in bioreactors |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8306036/ https://www.ncbi.nlm.nih.gov/pubmed/34299423 http://dx.doi.org/10.3390/molecules26144148 |
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