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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...

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Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
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.
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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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