Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Hollander, Markus, Hamed, Mohamed, Helms, Volkhard, Neininger, Kerstin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
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
_version_ 1783363868235399168
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
work_keys_str_mv AT hollandermarkus mutanetatoolforautomatedanalysisofgenomicmutationsingeneregulatorynetworks
AT hamedmohamed mutanetatoolforautomatedanalysisofgenomicmutationsingeneregulatorynetworks
AT helmsvolkhard mutanetatoolforautomatedanalysisofgenomicmutationsingeneregulatorynetworks
AT neiningerkerstin mutanetatoolforautomatedanalysisofgenomicmutationsingeneregulatorynetworks