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The Goldilocks Approach: A Review of Employing Design of Experiments in Prokaryotic Recombinant Protein Production
The production of high yields of soluble recombinant protein is one of the main objectives of protein biotechnology. Several factors, such as expression system, vector, host, media composition and induction conditions can influence recombinant protein yield. Identifying the most important factors fo...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6316313/ https://www.ncbi.nlm.nih.gov/pubmed/30347746 http://dx.doi.org/10.3390/bioengineering5040089 |
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author | Uhoraningoga, Albert Kinsella, Gemma K. Henehan, Gary T. Ryan, Barry J. |
author_facet | Uhoraningoga, Albert Kinsella, Gemma K. Henehan, Gary T. Ryan, Barry J. |
author_sort | Uhoraningoga, Albert |
collection | PubMed |
description | The production of high yields of soluble recombinant protein is one of the main objectives of protein biotechnology. Several factors, such as expression system, vector, host, media composition and induction conditions can influence recombinant protein yield. Identifying the most important factors for optimum protein expression may involve significant investment of time and considerable cost. To address this problem, statistical models such as Design of Experiments (DoE) have been used to optimise recombinant protein production. This review examines the application of DoE in the production of recombinant proteins in prokaryotic expression systems with specific emphasis on media composition and culture conditions. The review examines the most commonly used DoE screening and optimisation designs. It provides examples of DoE applied to optimisation of media and culture conditions. |
format | Online Article Text |
id | pubmed-6316313 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-63163132019-01-10 The Goldilocks Approach: A Review of Employing Design of Experiments in Prokaryotic Recombinant Protein Production Uhoraningoga, Albert Kinsella, Gemma K. Henehan, Gary T. Ryan, Barry J. Bioengineering (Basel) Review The production of high yields of soluble recombinant protein is one of the main objectives of protein biotechnology. Several factors, such as expression system, vector, host, media composition and induction conditions can influence recombinant protein yield. Identifying the most important factors for optimum protein expression may involve significant investment of time and considerable cost. To address this problem, statistical models such as Design of Experiments (DoE) have been used to optimise recombinant protein production. This review examines the application of DoE in the production of recombinant proteins in prokaryotic expression systems with specific emphasis on media composition and culture conditions. The review examines the most commonly used DoE screening and optimisation designs. It provides examples of DoE applied to optimisation of media and culture conditions. MDPI 2018-10-19 /pmc/articles/PMC6316313/ /pubmed/30347746 http://dx.doi.org/10.3390/bioengineering5040089 Text en © 2018 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Review Uhoraningoga, Albert Kinsella, Gemma K. Henehan, Gary T. Ryan, Barry J. The Goldilocks Approach: A Review of Employing Design of Experiments in Prokaryotic Recombinant Protein Production |
title | The Goldilocks Approach: A Review of Employing Design of Experiments in Prokaryotic Recombinant Protein Production |
title_full | The Goldilocks Approach: A Review of Employing Design of Experiments in Prokaryotic Recombinant Protein Production |
title_fullStr | The Goldilocks Approach: A Review of Employing Design of Experiments in Prokaryotic Recombinant Protein Production |
title_full_unstemmed | The Goldilocks Approach: A Review of Employing Design of Experiments in Prokaryotic Recombinant Protein Production |
title_short | The Goldilocks Approach: A Review of Employing Design of Experiments in Prokaryotic Recombinant Protein Production |
title_sort | goldilocks approach: a review of employing design of experiments in prokaryotic recombinant protein production |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6316313/ https://www.ncbi.nlm.nih.gov/pubmed/30347746 http://dx.doi.org/10.3390/bioengineering5040089 |
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