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ccSOL omics: a webserver for solubility prediction of endogenous and heterologous expression in Escherichia coli

Summary: Here we introduce ccSOL omics, a webserver for large-scale calculations of protein solubility. Our method allows (i) proteome-wide predictions; (ii) identification of soluble fragments within each sequences; (iii) exhaustive single-point mutation analysis. Results: Using coil/disorder, hydr...

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Autores principales: Agostini, Federico, Cirillo, Davide, Livi, Carmen Maria, Delli Ponti, Riccardo, Tartaglia, Gian Gaetano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4184263/
https://www.ncbi.nlm.nih.gov/pubmed/24990610
http://dx.doi.org/10.1093/bioinformatics/btu420
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author Agostini, Federico
Cirillo, Davide
Livi, Carmen Maria
Delli Ponti, Riccardo
Tartaglia, Gian Gaetano
author_facet Agostini, Federico
Cirillo, Davide
Livi, Carmen Maria
Delli Ponti, Riccardo
Tartaglia, Gian Gaetano
author_sort Agostini, Federico
collection PubMed
description Summary: Here we introduce ccSOL omics, a webserver for large-scale calculations of protein solubility. Our method allows (i) proteome-wide predictions; (ii) identification of soluble fragments within each sequences; (iii) exhaustive single-point mutation analysis. Results: Using coil/disorder, hydrophobicity, hydrophilicity, β-sheet and α-helix propensities, we built a predictor of protein solubility. Our approach shows an accuracy of 79% on the training set (36 990 Target Track entries). Validation on three independent sets indicates that ccSOL omics discriminates soluble and insoluble proteins with an accuracy of 74% on 31 760 proteins sharing <30% sequence similarity. Availability and implementation: ccSOL omics can be freely accessed on the web at http://s.tartaglialab.com/page/ccsol_group. Documentation and tutorial are available at http://s.tartaglialab.com/static_files/shared/tutorial_ccsol_omics.html. Contact: gian.tartaglia@crg.es Supplementary information: Supplementary data are available at Bioinformatics online.
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spelling pubmed-41842632014-10-07 ccSOL omics: a webserver for solubility prediction of endogenous and heterologous expression in Escherichia coli Agostini, Federico Cirillo, Davide Livi, Carmen Maria Delli Ponti, Riccardo Tartaglia, Gian Gaetano Bioinformatics Applications Notes Summary: Here we introduce ccSOL omics, a webserver for large-scale calculations of protein solubility. Our method allows (i) proteome-wide predictions; (ii) identification of soluble fragments within each sequences; (iii) exhaustive single-point mutation analysis. Results: Using coil/disorder, hydrophobicity, hydrophilicity, β-sheet and α-helix propensities, we built a predictor of protein solubility. Our approach shows an accuracy of 79% on the training set (36 990 Target Track entries). Validation on three independent sets indicates that ccSOL omics discriminates soluble and insoluble proteins with an accuracy of 74% on 31 760 proteins sharing <30% sequence similarity. Availability and implementation: ccSOL omics can be freely accessed on the web at http://s.tartaglialab.com/page/ccsol_group. Documentation and tutorial are available at http://s.tartaglialab.com/static_files/shared/tutorial_ccsol_omics.html. Contact: gian.tartaglia@crg.es Supplementary information: Supplementary data are available at Bioinformatics online. Oxford University Press 2014-10-15 2014-06-01 /pmc/articles/PMC4184263/ /pubmed/24990610 http://dx.doi.org/10.1093/bioinformatics/btu420 Text en © The Author 2014. Published by Oxford University Press. http://creativecommons.org/licenses/by/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Applications Notes
Agostini, Federico
Cirillo, Davide
Livi, Carmen Maria
Delli Ponti, Riccardo
Tartaglia, Gian Gaetano
ccSOL omics: a webserver for solubility prediction of endogenous and heterologous expression in Escherichia coli
title ccSOL omics: a webserver for solubility prediction of endogenous and heterologous expression in Escherichia coli
title_full ccSOL omics: a webserver for solubility prediction of endogenous and heterologous expression in Escherichia coli
title_fullStr ccSOL omics: a webserver for solubility prediction of endogenous and heterologous expression in Escherichia coli
title_full_unstemmed ccSOL omics: a webserver for solubility prediction of endogenous and heterologous expression in Escherichia coli
title_short ccSOL omics: a webserver for solubility prediction of endogenous and heterologous expression in Escherichia coli
title_sort ccsol omics: a webserver for solubility prediction of endogenous and heterologous expression in escherichia coli
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4184263/
https://www.ncbi.nlm.nih.gov/pubmed/24990610
http://dx.doi.org/10.1093/bioinformatics/btu420
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