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PoPMuSiC 2.1: a web server for the estimation of protein stability changes upon mutation and sequence optimality

BACKGROUND: The rational design of modified proteins with controlled stability is of extreme importance in a whole range of applications, notably in the biotechnological and environmental areas, where proteins are used for their catalytic or other functional activities. Future breakthroughs in medic...

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Autores principales: Dehouck, Yves, Kwasigroch, Jean Marc, Gilis, Dimitri, Rooman, Marianne
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3113940/
https://www.ncbi.nlm.nih.gov/pubmed/21569468
http://dx.doi.org/10.1186/1471-2105-12-151
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author Dehouck, Yves
Kwasigroch, Jean Marc
Gilis, Dimitri
Rooman, Marianne
author_facet Dehouck, Yves
Kwasigroch, Jean Marc
Gilis, Dimitri
Rooman, Marianne
author_sort Dehouck, Yves
collection PubMed
description BACKGROUND: The rational design of modified proteins with controlled stability is of extreme importance in a whole range of applications, notably in the biotechnological and environmental areas, where proteins are used for their catalytic or other functional activities. Future breakthroughs in medical research may also be expected from an improved understanding of the effect of naturally occurring disease-causing mutations on the molecular level. RESULTS: PoPMuSiC-2.1 is a web server that predicts the thermodynamic stability changes caused by single site mutations in proteins, using a linear combination of statistical potentials whose coefficients depend on the solvent accessibility of the mutated residue. PoPMuSiC presents good prediction performances (correlation coefficient of 0.8 between predicted and measured stability changes, in cross validation, after exclusion of 10% outliers). It is moreover very fast, allowing the prediction of the stability changes resulting from all possible mutations in a medium size protein in less than a minute. This unique functionality is user-friendly implemented in PoPMuSiC and is particularly easy to exploit. Another new functionality of our server concerns the estimation of the optimality of each amino acid in the sequence, with respect to the stability of the structure. It may be used to detect structural weaknesses, i.e. clusters of non-optimal residues, which represent particularly interesting sites for introducing targeted mutations. This sequence optimality data is also expected to have significant implications in the prediction and the analysis of particular structural or functional protein regions. To illustrate the interest of this new functionality, we apply it to a dataset of known catalytic sites, and show that a much larger than average concentration of structural weaknesses is detected, quantifying how these sites have been optimized for function rather than stability. CONCLUSION: The freely available PoPMuSiC-2.1 web server is highly useful for identifying very rapidly a list of possibly relevant mutations with the desired stability properties, on which subsequent experimental studies can be focused. It can also be used to detect sequence regions corresponding to structural weaknesses, which could be functionally important or structurally delicate regions, with obvious applications in rational protein design.
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spelling pubmed-31139402011-06-14 PoPMuSiC 2.1: a web server for the estimation of protein stability changes upon mutation and sequence optimality Dehouck, Yves Kwasigroch, Jean Marc Gilis, Dimitri Rooman, Marianne BMC Bioinformatics Software BACKGROUND: The rational design of modified proteins with controlled stability is of extreme importance in a whole range of applications, notably in the biotechnological and environmental areas, where proteins are used for their catalytic or other functional activities. Future breakthroughs in medical research may also be expected from an improved understanding of the effect of naturally occurring disease-causing mutations on the molecular level. RESULTS: PoPMuSiC-2.1 is a web server that predicts the thermodynamic stability changes caused by single site mutations in proteins, using a linear combination of statistical potentials whose coefficients depend on the solvent accessibility of the mutated residue. PoPMuSiC presents good prediction performances (correlation coefficient of 0.8 between predicted and measured stability changes, in cross validation, after exclusion of 10% outliers). It is moreover very fast, allowing the prediction of the stability changes resulting from all possible mutations in a medium size protein in less than a minute. This unique functionality is user-friendly implemented in PoPMuSiC and is particularly easy to exploit. Another new functionality of our server concerns the estimation of the optimality of each amino acid in the sequence, with respect to the stability of the structure. It may be used to detect structural weaknesses, i.e. clusters of non-optimal residues, which represent particularly interesting sites for introducing targeted mutations. This sequence optimality data is also expected to have significant implications in the prediction and the analysis of particular structural or functional protein regions. To illustrate the interest of this new functionality, we apply it to a dataset of known catalytic sites, and show that a much larger than average concentration of structural weaknesses is detected, quantifying how these sites have been optimized for function rather than stability. CONCLUSION: The freely available PoPMuSiC-2.1 web server is highly useful for identifying very rapidly a list of possibly relevant mutations with the desired stability properties, on which subsequent experimental studies can be focused. It can also be used to detect sequence regions corresponding to structural weaknesses, which could be functionally important or structurally delicate regions, with obvious applications in rational protein design. BioMed Central 2011-05-13 /pmc/articles/PMC3113940/ /pubmed/21569468 http://dx.doi.org/10.1186/1471-2105-12-151 Text en Copyright © 2011 Dehouck et al; licensee BioMed Central Ltd. https://creativecommons.org/licenses/by/2.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0 (https://creativecommons.org/licenses/by/2.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Software
Dehouck, Yves
Kwasigroch, Jean Marc
Gilis, Dimitri
Rooman, Marianne
PoPMuSiC 2.1: a web server for the estimation of protein stability changes upon mutation and sequence optimality
title PoPMuSiC 2.1: a web server for the estimation of protein stability changes upon mutation and sequence optimality
title_full PoPMuSiC 2.1: a web server for the estimation of protein stability changes upon mutation and sequence optimality
title_fullStr PoPMuSiC 2.1: a web server for the estimation of protein stability changes upon mutation and sequence optimality
title_full_unstemmed PoPMuSiC 2.1: a web server for the estimation of protein stability changes upon mutation and sequence optimality
title_short PoPMuSiC 2.1: a web server for the estimation of protein stability changes upon mutation and sequence optimality
title_sort popmusic 2.1: a web server for the estimation of protein stability changes upon mutation and sequence optimality
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3113940/
https://www.ncbi.nlm.nih.gov/pubmed/21569468
http://dx.doi.org/10.1186/1471-2105-12-151
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