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An In Silico Methodology That Facilitates Decision Making in the Engineering of Nanoscale Protein Materials
Under the need for new functional and biocompatible materials for biomedical applications, protein engineering allows the design of assemblable polypeptides, which, as convenient building blocks of supramolecular complexes, can be produced in recombinant cells by simple and scalable methodologies. H...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9099527/ https://www.ncbi.nlm.nih.gov/pubmed/35563346 http://dx.doi.org/10.3390/ijms23094958 |
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author | Parladé, Eloi Voltà-Durán, Eric Cano-Garrido, Olivia Sánchez, Julieta M. Unzueta, Ugutz López-Laguna, Hèctor Serna, Naroa Cano, Montserrat Rodríguez-Mariscal, Manuel Vazquez, Esther Villaverde, Antonio |
author_facet | Parladé, Eloi Voltà-Durán, Eric Cano-Garrido, Olivia Sánchez, Julieta M. Unzueta, Ugutz López-Laguna, Hèctor Serna, Naroa Cano, Montserrat Rodríguez-Mariscal, Manuel Vazquez, Esther Villaverde, Antonio |
author_sort | Parladé, Eloi |
collection | PubMed |
description | Under the need for new functional and biocompatible materials for biomedical applications, protein engineering allows the design of assemblable polypeptides, which, as convenient building blocks of supramolecular complexes, can be produced in recombinant cells by simple and scalable methodologies. However, the stability of such materials is often overlooked or disregarded, becoming a potential bottleneck in the development and viability of novel products. In this context, we propose a design strategy based on in silico tools to detect instability areas in protein materials and to facilitate the decision making in the rational mutagenesis aimed to increase their stability and solubility. As a case study, we demonstrate the potential of this methodology to improve the stability of a humanized scaffold protein (a domain of the human nidogen), with the ability to oligomerize into regular nanoparticles usable to deliver payload drugs to tumor cells. Several nidogen mutants suggested by the method showed important and measurable improvements in their structural stability while retaining the functionalities and production yields of the original protein. Then, we propose the procedure developed here as a cost-effective routine tool in the design and optimization of multimeric protein materials prior to any experimental testing. |
format | Online Article Text |
id | pubmed-9099527 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-90995272022-05-14 An In Silico Methodology That Facilitates Decision Making in the Engineering of Nanoscale Protein Materials Parladé, Eloi Voltà-Durán, Eric Cano-Garrido, Olivia Sánchez, Julieta M. Unzueta, Ugutz López-Laguna, Hèctor Serna, Naroa Cano, Montserrat Rodríguez-Mariscal, Manuel Vazquez, Esther Villaverde, Antonio Int J Mol Sci Communication Under the need for new functional and biocompatible materials for biomedical applications, protein engineering allows the design of assemblable polypeptides, which, as convenient building blocks of supramolecular complexes, can be produced in recombinant cells by simple and scalable methodologies. However, the stability of such materials is often overlooked or disregarded, becoming a potential bottleneck in the development and viability of novel products. In this context, we propose a design strategy based on in silico tools to detect instability areas in protein materials and to facilitate the decision making in the rational mutagenesis aimed to increase their stability and solubility. As a case study, we demonstrate the potential of this methodology to improve the stability of a humanized scaffold protein (a domain of the human nidogen), with the ability to oligomerize into regular nanoparticles usable to deliver payload drugs to tumor cells. Several nidogen mutants suggested by the method showed important and measurable improvements in their structural stability while retaining the functionalities and production yields of the original protein. Then, we propose the procedure developed here as a cost-effective routine tool in the design and optimization of multimeric protein materials prior to any experimental testing. MDPI 2022-04-29 /pmc/articles/PMC9099527/ /pubmed/35563346 http://dx.doi.org/10.3390/ijms23094958 Text en © 2022 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 | Communication Parladé, Eloi Voltà-Durán, Eric Cano-Garrido, Olivia Sánchez, Julieta M. Unzueta, Ugutz López-Laguna, Hèctor Serna, Naroa Cano, Montserrat Rodríguez-Mariscal, Manuel Vazquez, Esther Villaverde, Antonio An In Silico Methodology That Facilitates Decision Making in the Engineering of Nanoscale Protein Materials |
title | An In Silico Methodology That Facilitates Decision Making in the Engineering of Nanoscale Protein Materials |
title_full | An In Silico Methodology That Facilitates Decision Making in the Engineering of Nanoscale Protein Materials |
title_fullStr | An In Silico Methodology That Facilitates Decision Making in the Engineering of Nanoscale Protein Materials |
title_full_unstemmed | An In Silico Methodology That Facilitates Decision Making in the Engineering of Nanoscale Protein Materials |
title_short | An In Silico Methodology That Facilitates Decision Making in the Engineering of Nanoscale Protein Materials |
title_sort | in silico methodology that facilitates decision making in the engineering of nanoscale protein materials |
topic | Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9099527/ https://www.ncbi.nlm.nih.gov/pubmed/35563346 http://dx.doi.org/10.3390/ijms23094958 |
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