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Improving the reaction mix of a Pichia pastoris cell-free system using a design of experiments approach to minimise experimental effort

A renaissance in cell-free protein synthesis (CFPS) is underway, enabled by the acceleration and adoption of synthetic biology methods. CFPS has emerged as a powerful platform technology for synthetic gene network design, biosensing and on-demand biomanufacturing. Whilst primarily of bacterial origi...

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Autores principales: Spice, Alex J., Aw, Rochelle, Bracewell, Daniel G., Polizzi, Karen M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: KeAi Publishing 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7320237/
https://www.ncbi.nlm.nih.gov/pubmed/32637667
http://dx.doi.org/10.1016/j.synbio.2020.06.003
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author Spice, Alex J.
Aw, Rochelle
Bracewell, Daniel G.
Polizzi, Karen M.
author_facet Spice, Alex J.
Aw, Rochelle
Bracewell, Daniel G.
Polizzi, Karen M.
author_sort Spice, Alex J.
collection PubMed
description A renaissance in cell-free protein synthesis (CFPS) is underway, enabled by the acceleration and adoption of synthetic biology methods. CFPS has emerged as a powerful platform technology for synthetic gene network design, biosensing and on-demand biomanufacturing. Whilst primarily of bacterial origin, cell-free extracts derived from a variety of host organisms have been explored, aiming to capitalise on cellular diversity and the advantageous properties associated with those organisms. However, cell-free extracts produced from eukaryotes are often overlooked due to their relatively low yields, despite the potential for improved protein folding and posttranslational modifications. Here we describe further development of a Pichia pastoris cell-free platform, a widely used expression host in both academia and the biopharmaceutical industry. Using a minimised Design of Experiments (DOE) approach, we were able to increase the productivity of the system by improving the composition of the complex reaction mixture. This was achieved in a minimal number of experimental runs, within the constraints of the design and without the need for liquid-handling robots. In doing so, we were able to estimate the main effects impacting productivity in the system and increased the protein synthesis of firefly luciferase and the biopharmaceutical HSA by 4.8-fold and 3.5-fold, respectively. This study highlights the P. pastoris-based cell-free system as a highly productive eukaryotic platform and displays the value of minimised DOE designs.
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spelling pubmed-73202372020-07-06 Improving the reaction mix of a Pichia pastoris cell-free system using a design of experiments approach to minimise experimental effort Spice, Alex J. Aw, Rochelle Bracewell, Daniel G. Polizzi, Karen M. Synth Syst Biotechnol Article A renaissance in cell-free protein synthesis (CFPS) is underway, enabled by the acceleration and adoption of synthetic biology methods. CFPS has emerged as a powerful platform technology for synthetic gene network design, biosensing and on-demand biomanufacturing. Whilst primarily of bacterial origin, cell-free extracts derived from a variety of host organisms have been explored, aiming to capitalise on cellular diversity and the advantageous properties associated with those organisms. However, cell-free extracts produced from eukaryotes are often overlooked due to their relatively low yields, despite the potential for improved protein folding and posttranslational modifications. Here we describe further development of a Pichia pastoris cell-free platform, a widely used expression host in both academia and the biopharmaceutical industry. Using a minimised Design of Experiments (DOE) approach, we were able to increase the productivity of the system by improving the composition of the complex reaction mixture. This was achieved in a minimal number of experimental runs, within the constraints of the design and without the need for liquid-handling robots. In doing so, we were able to estimate the main effects impacting productivity in the system and increased the protein synthesis of firefly luciferase and the biopharmaceutical HSA by 4.8-fold and 3.5-fold, respectively. This study highlights the P. pastoris-based cell-free system as a highly productive eukaryotic platform and displays the value of minimised DOE designs. KeAi Publishing 2020-06-23 /pmc/articles/PMC7320237/ /pubmed/32637667 http://dx.doi.org/10.1016/j.synbio.2020.06.003 Text en © 2020 KeAi Communications Co.(+) Ltd http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Spice, Alex J.
Aw, Rochelle
Bracewell, Daniel G.
Polizzi, Karen M.
Improving the reaction mix of a Pichia pastoris cell-free system using a design of experiments approach to minimise experimental effort
title Improving the reaction mix of a Pichia pastoris cell-free system using a design of experiments approach to minimise experimental effort
title_full Improving the reaction mix of a Pichia pastoris cell-free system using a design of experiments approach to minimise experimental effort
title_fullStr Improving the reaction mix of a Pichia pastoris cell-free system using a design of experiments approach to minimise experimental effort
title_full_unstemmed Improving the reaction mix of a Pichia pastoris cell-free system using a design of experiments approach to minimise experimental effort
title_short Improving the reaction mix of a Pichia pastoris cell-free system using a design of experiments approach to minimise experimental effort
title_sort improving the reaction mix of a pichia pastoris cell-free system using a design of experiments approach to minimise experimental effort
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7320237/
https://www.ncbi.nlm.nih.gov/pubmed/32637667
http://dx.doi.org/10.1016/j.synbio.2020.06.003
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