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MutaNET: a tool for automated analysis of genomic mutations in gene regulatory networks
SUMMARY: Mutations in genomic key elements can influence gene expression and function in various ways, and hence greatly contribute to the phenotype. We developed MutaNET to score the impact of individual mutations on gene regulation and function of a given genome. MutaNET performs statistical analy...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6192214/ https://www.ncbi.nlm.nih.gov/pubmed/29087464 http://dx.doi.org/10.1093/bioinformatics/btx687 |
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author | Hollander, Markus Hamed, Mohamed Helms, Volkhard Neininger, Kerstin |
author_facet | Hollander, Markus Hamed, Mohamed Helms, Volkhard Neininger, Kerstin |
author_sort | Hollander, Markus |
collection | PubMed |
description | SUMMARY: Mutations in genomic key elements can influence gene expression and function in various ways, and hence greatly contribute to the phenotype. We developed MutaNET to score the impact of individual mutations on gene regulation and function of a given genome. MutaNET performs statistical analyses of mutations in different genomic regions. The tool also incorporates the mutations in a provided gene regulatory network to estimate their global impact. The integration of a next-generation sequencing pipeline enables calling mutations prior to the analyses. As application example, we used MutaNET to analyze the impact of mutations in antibiotic resistance (AR) genes and their potential effect on AR of bacterial strains. AVAILABILITY AND IMPLEMENTATION: MutaNET is freely available at https://sourceforge.net/projects/mutanet/. It is implemented in Python and supported on Mac OS X, Linux and MS Windows. Step-by-step instructions are available at http://service.bioinformatik.uni-saarland.de/mutanet/. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. |
format | Online Article Text |
id | pubmed-6192214 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-61922142019-03-01 MutaNET: a tool for automated analysis of genomic mutations in gene regulatory networks Hollander, Markus Hamed, Mohamed Helms, Volkhard Neininger, Kerstin Bioinformatics Applications Notes SUMMARY: Mutations in genomic key elements can influence gene expression and function in various ways, and hence greatly contribute to the phenotype. We developed MutaNET to score the impact of individual mutations on gene regulation and function of a given genome. MutaNET performs statistical analyses of mutations in different genomic regions. The tool also incorporates the mutations in a provided gene regulatory network to estimate their global impact. The integration of a next-generation sequencing pipeline enables calling mutations prior to the analyses. As application example, we used MutaNET to analyze the impact of mutations in antibiotic resistance (AR) genes and their potential effect on AR of bacterial strains. AVAILABILITY AND IMPLEMENTATION: MutaNET is freely available at https://sourceforge.net/projects/mutanet/. It is implemented in Python and supported on Mac OS X, Linux and MS Windows. Step-by-step instructions are available at http://service.bioinformatik.uni-saarland.de/mutanet/. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2018-03-01 2017-10-26 /pmc/articles/PMC6192214/ /pubmed/29087464 http://dx.doi.org/10.1093/bioinformatics/btx687 Text en © The Author 2017. Published by Oxford University Press. All rights reserved. For Permissions, please e-mail: journals.permissions@oup.com https://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Applications Notes Hollander, Markus Hamed, Mohamed Helms, Volkhard Neininger, Kerstin MutaNET: a tool for automated analysis of genomic mutations in gene regulatory networks |
title | MutaNET: a tool for automated analysis of genomic mutations in gene
regulatory networks |
title_full | MutaNET: a tool for automated analysis of genomic mutations in gene
regulatory networks |
title_fullStr | MutaNET: a tool for automated analysis of genomic mutations in gene
regulatory networks |
title_full_unstemmed | MutaNET: a tool for automated analysis of genomic mutations in gene
regulatory networks |
title_short | MutaNET: a tool for automated analysis of genomic mutations in gene
regulatory networks |
title_sort | mutanet: a tool for automated analysis of genomic mutations in gene
regulatory networks |
topic | Applications Notes |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6192214/ https://www.ncbi.nlm.nih.gov/pubmed/29087464 http://dx.doi.org/10.1093/bioinformatics/btx687 |
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