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AMYCO: evaluation of mutational impact on prion-like proteins aggregation propensity

BACKGROUND: Around 1% of human proteins are predicted to contain a disordered and low complexity prion-like domain (PrLD). Mutations in PrLDs have been shown promote a transition towards an aggregation-prone state in several diseases. RESULTS: Recently, we have shown that an algorithm that considers...

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Autores principales: Iglesias, Valentin, Conchillo-Sole, Oscar, Batlle, Cristina, Ventura, Salvador
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6332698/
https://www.ncbi.nlm.nih.gov/pubmed/30642249
http://dx.doi.org/10.1186/s12859-019-2601-3
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author Iglesias, Valentin
Conchillo-Sole, Oscar
Batlle, Cristina
Ventura, Salvador
author_facet Iglesias, Valentin
Conchillo-Sole, Oscar
Batlle, Cristina
Ventura, Salvador
author_sort Iglesias, Valentin
collection PubMed
description BACKGROUND: Around 1% of human proteins are predicted to contain a disordered and low complexity prion-like domain (PrLD). Mutations in PrLDs have been shown promote a transition towards an aggregation-prone state in several diseases. RESULTS: Recently, we have shown that an algorithm that considers the effects of mutations on PrLDs composition, as well as on localized amyloid propensity can predict the impact of these amino acid changes on protein intracellular aggregation. In this application note, we implement this concept into the AMYCO web server, a refined algorithm that forecasts the influence of amino acid changes in prion-like proteins aggregation propensity better than state-of-the-art predictors. CONCLUSIONS: The AMYCO web server allows for a fast and automated evaluation of the effect of mutations on the aggregation properties of prion-like proteins. This might uncover novel disease-linked amino acid changes in the sequences of human prion-like proteins. Additionally, it can find application in the in silico design of synthetic prion-like proteins with tuned aggregation propensities for different purposes. AMYCO does not require previous registration and is freely available to all users at: http://bioinf.uab.cat/amyco/. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12859-019-2601-3) contains supplementary material, which is available to authorized users.
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spelling pubmed-63326982019-01-23 AMYCO: evaluation of mutational impact on prion-like proteins aggregation propensity Iglesias, Valentin Conchillo-Sole, Oscar Batlle, Cristina Ventura, Salvador BMC Bioinformatics Software BACKGROUND: Around 1% of human proteins are predicted to contain a disordered and low complexity prion-like domain (PrLD). Mutations in PrLDs have been shown promote a transition towards an aggregation-prone state in several diseases. RESULTS: Recently, we have shown that an algorithm that considers the effects of mutations on PrLDs composition, as well as on localized amyloid propensity can predict the impact of these amino acid changes on protein intracellular aggregation. In this application note, we implement this concept into the AMYCO web server, a refined algorithm that forecasts the influence of amino acid changes in prion-like proteins aggregation propensity better than state-of-the-art predictors. CONCLUSIONS: The AMYCO web server allows for a fast and automated evaluation of the effect of mutations on the aggregation properties of prion-like proteins. This might uncover novel disease-linked amino acid changes in the sequences of human prion-like proteins. Additionally, it can find application in the in silico design of synthetic prion-like proteins with tuned aggregation propensities for different purposes. AMYCO does not require previous registration and is freely available to all users at: http://bioinf.uab.cat/amyco/. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12859-019-2601-3) contains supplementary material, which is available to authorized users. BioMed Central 2019-01-14 /pmc/articles/PMC6332698/ /pubmed/30642249 http://dx.doi.org/10.1186/s12859-019-2601-3 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Software
Iglesias, Valentin
Conchillo-Sole, Oscar
Batlle, Cristina
Ventura, Salvador
AMYCO: evaluation of mutational impact on prion-like proteins aggregation propensity
title AMYCO: evaluation of mutational impact on prion-like proteins aggregation propensity
title_full AMYCO: evaluation of mutational impact on prion-like proteins aggregation propensity
title_fullStr AMYCO: evaluation of mutational impact on prion-like proteins aggregation propensity
title_full_unstemmed AMYCO: evaluation of mutational impact on prion-like proteins aggregation propensity
title_short AMYCO: evaluation of mutational impact on prion-like proteins aggregation propensity
title_sort amyco: evaluation of mutational impact on prion-like proteins aggregation propensity
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6332698/
https://www.ncbi.nlm.nih.gov/pubmed/30642249
http://dx.doi.org/10.1186/s12859-019-2601-3
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