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JMassBalance: mass-balanced randomization and analysis of metabolic networks
Summary: Analysis of biological networks requires assessing the statistical significance of network-based predictions by using a realistic null model. However, the existing network null model, switch randomization, is unsuitable for metabolic networks, as it does not include physical constraints and...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3179655/ https://www.ncbi.nlm.nih.gov/pubmed/21803803 http://dx.doi.org/10.1093/bioinformatics/btr448 |
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author | Basler, Georg Nikoloski, Zoran |
author_facet | Basler, Georg Nikoloski, Zoran |
author_sort | Basler, Georg |
collection | PubMed |
description | Summary: Analysis of biological networks requires assessing the statistical significance of network-based predictions by using a realistic null model. However, the existing network null model, switch randomization, is unsuitable for metabolic networks, as it does not include physical constraints and generates unrealistic reactions. We present JMassBalance, a tool for mass-balanced randomization and analysis of metabolic networks. The tool allows efficient generation of large sets of randomized networks under the physical constraint of mass balance. In addition, various structural properties of the original and randomized networks can be calculated, facilitating the identification of the salient properties of metabolic networks with a biologically meaningful null model. Availability and Implementation: JMassBalance is implemented in Java and freely available on the web at http://mathbiol.mpimp-golm.mpg.de/massbalance/. Contact: basler@mpimp-golm.mpg.de |
format | Online Article Text |
id | pubmed-3179655 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-31796552011-09-26 JMassBalance: mass-balanced randomization and analysis of metabolic networks Basler, Georg Nikoloski, Zoran Bioinformatics Applications Note Summary: Analysis of biological networks requires assessing the statistical significance of network-based predictions by using a realistic null model. However, the existing network null model, switch randomization, is unsuitable for metabolic networks, as it does not include physical constraints and generates unrealistic reactions. We present JMassBalance, a tool for mass-balanced randomization and analysis of metabolic networks. The tool allows efficient generation of large sets of randomized networks under the physical constraint of mass balance. In addition, various structural properties of the original and randomized networks can be calculated, facilitating the identification of the salient properties of metabolic networks with a biologically meaningful null model. Availability and Implementation: JMassBalance is implemented in Java and freely available on the web at http://mathbiol.mpimp-golm.mpg.de/massbalance/. Contact: basler@mpimp-golm.mpg.de Oxford University Press 2011-10-01 2011-07-29 /pmc/articles/PMC3179655/ /pubmed/21803803 http://dx.doi.org/10.1093/bioinformatics/btr448 Text en © The Author(s) 2011. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/2.5 This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/2.5), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Applications Note Basler, Georg Nikoloski, Zoran JMassBalance: mass-balanced randomization and analysis of metabolic networks |
title | JMassBalance: mass-balanced randomization and analysis of metabolic networks |
title_full | JMassBalance: mass-balanced randomization and analysis of metabolic networks |
title_fullStr | JMassBalance: mass-balanced randomization and analysis of metabolic networks |
title_full_unstemmed | JMassBalance: mass-balanced randomization and analysis of metabolic networks |
title_short | JMassBalance: mass-balanced randomization and analysis of metabolic networks |
title_sort | jmassbalance: mass-balanced randomization and analysis of metabolic networks |
topic | Applications Note |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3179655/ https://www.ncbi.nlm.nih.gov/pubmed/21803803 http://dx.doi.org/10.1093/bioinformatics/btr448 |
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