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Automated Structure- and Sequence-Based Design of Proteins for High Bacterial Expression and Stability

Upon heterologous overexpression, many proteins misfold or aggregate, thus resulting in low functional yields. Human acetylcholinesterase (hAChE), an enzyme mediating synaptic transmission, is a typical case of a human protein that necessitates mammalian systems to obtain functional expression. We d...

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Autores principales: Goldenzweig, Adi, Goldsmith, Moshe, Hill, Shannon E., Gertman, Or, Laurino, Paola, Ashani, Yacov, Dym, Orly, Unger, Tamar, Albeck, Shira, Prilusky, Jaime, Lieberman, Raquel L., Aharoni, Amir, Silman, Israel, Sussman, Joel L., Tawfik, Dan S., Fleishman, Sarel J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cell Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4961223/
https://www.ncbi.nlm.nih.gov/pubmed/27425410
http://dx.doi.org/10.1016/j.molcel.2016.06.012
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author Goldenzweig, Adi
Goldsmith, Moshe
Hill, Shannon E.
Gertman, Or
Laurino, Paola
Ashani, Yacov
Dym, Orly
Unger, Tamar
Albeck, Shira
Prilusky, Jaime
Lieberman, Raquel L.
Aharoni, Amir
Silman, Israel
Sussman, Joel L.
Tawfik, Dan S.
Fleishman, Sarel J.
author_facet Goldenzweig, Adi
Goldsmith, Moshe
Hill, Shannon E.
Gertman, Or
Laurino, Paola
Ashani, Yacov
Dym, Orly
Unger, Tamar
Albeck, Shira
Prilusky, Jaime
Lieberman, Raquel L.
Aharoni, Amir
Silman, Israel
Sussman, Joel L.
Tawfik, Dan S.
Fleishman, Sarel J.
author_sort Goldenzweig, Adi
collection PubMed
description Upon heterologous overexpression, many proteins misfold or aggregate, thus resulting in low functional yields. Human acetylcholinesterase (hAChE), an enzyme mediating synaptic transmission, is a typical case of a human protein that necessitates mammalian systems to obtain functional expression. We developed a computational strategy and designed an AChE variant bearing 51 mutations that improved core packing, surface polarity, and backbone rigidity. This variant expressed at ∼2,000-fold higher levels in E. coli compared to wild-type hAChE and exhibited 20°C higher thermostability with no change in enzymatic properties or in the active-site configuration as determined by crystallography. To demonstrate broad utility, we similarly designed four other human and bacterial proteins. Testing at most three designs per protein, we obtained enhanced stability and/or higher yields of soluble and active protein in E. coli. Our algorithm requires only a 3D structure and several dozen sequences of naturally occurring homologs, and is available at http://pross.weizmann.ac.il.
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spelling pubmed-49612232016-08-03 Automated Structure- and Sequence-Based Design of Proteins for High Bacterial Expression and Stability Goldenzweig, Adi Goldsmith, Moshe Hill, Shannon E. Gertman, Or Laurino, Paola Ashani, Yacov Dym, Orly Unger, Tamar Albeck, Shira Prilusky, Jaime Lieberman, Raquel L. Aharoni, Amir Silman, Israel Sussman, Joel L. Tawfik, Dan S. Fleishman, Sarel J. Mol Cell Technology Upon heterologous overexpression, many proteins misfold or aggregate, thus resulting in low functional yields. Human acetylcholinesterase (hAChE), an enzyme mediating synaptic transmission, is a typical case of a human protein that necessitates mammalian systems to obtain functional expression. We developed a computational strategy and designed an AChE variant bearing 51 mutations that improved core packing, surface polarity, and backbone rigidity. This variant expressed at ∼2,000-fold higher levels in E. coli compared to wild-type hAChE and exhibited 20°C higher thermostability with no change in enzymatic properties or in the active-site configuration as determined by crystallography. To demonstrate broad utility, we similarly designed four other human and bacterial proteins. Testing at most three designs per protein, we obtained enhanced stability and/or higher yields of soluble and active protein in E. coli. Our algorithm requires only a 3D structure and several dozen sequences of naturally occurring homologs, and is available at http://pross.weizmann.ac.il. Cell Press 2016-07-21 /pmc/articles/PMC4961223/ /pubmed/27425410 http://dx.doi.org/10.1016/j.molcel.2016.06.012 Text en © 2016 The Author(s) http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Technology
Goldenzweig, Adi
Goldsmith, Moshe
Hill, Shannon E.
Gertman, Or
Laurino, Paola
Ashani, Yacov
Dym, Orly
Unger, Tamar
Albeck, Shira
Prilusky, Jaime
Lieberman, Raquel L.
Aharoni, Amir
Silman, Israel
Sussman, Joel L.
Tawfik, Dan S.
Fleishman, Sarel J.
Automated Structure- and Sequence-Based Design of Proteins for High Bacterial Expression and Stability
title Automated Structure- and Sequence-Based Design of Proteins for High Bacterial Expression and Stability
title_full Automated Structure- and Sequence-Based Design of Proteins for High Bacterial Expression and Stability
title_fullStr Automated Structure- and Sequence-Based Design of Proteins for High Bacterial Expression and Stability
title_full_unstemmed Automated Structure- and Sequence-Based Design of Proteins for High Bacterial Expression and Stability
title_short Automated Structure- and Sequence-Based Design of Proteins for High Bacterial Expression and Stability
title_sort automated structure- and sequence-based design of proteins for high bacterial expression and stability
topic Technology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4961223/
https://www.ncbi.nlm.nih.gov/pubmed/27425410
http://dx.doi.org/10.1016/j.molcel.2016.06.012
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