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Bioinformatics resource manager v2.3: an integrated software environment for systems biology with microRNA and cross-species analysis tools

BACKGROUND: MicroRNAs (miRNAs) are noncoding RNAs that direct post-transcriptional regulation of protein coding genes. Recent studies have shown miRNAs are important for controlling many biological processes, including nervous system development, and are highly conserved across species. Given their...

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Autores principales: Tilton, Susan C, Tal, Tamara L, Scroggins, Sheena M, Franzosa, Jill A, Peterson, Elena S, Tanguay, Robert L, Waters, Katrina M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3534564/
https://www.ncbi.nlm.nih.gov/pubmed/23174015
http://dx.doi.org/10.1186/1471-2105-13-311
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author Tilton, Susan C
Tal, Tamara L
Scroggins, Sheena M
Franzosa, Jill A
Peterson, Elena S
Tanguay, Robert L
Waters, Katrina M
author_facet Tilton, Susan C
Tal, Tamara L
Scroggins, Sheena M
Franzosa, Jill A
Peterson, Elena S
Tanguay, Robert L
Waters, Katrina M
author_sort Tilton, Susan C
collection PubMed
description BACKGROUND: MicroRNAs (miRNAs) are noncoding RNAs that direct post-transcriptional regulation of protein coding genes. Recent studies have shown miRNAs are important for controlling many biological processes, including nervous system development, and are highly conserved across species. Given their importance, computational tools are necessary for analysis, interpretation and integration of high-throughput (HTP) miRNA data in an increasing number of model species. The Bioinformatics Resource Manager (BRM) v2.3 is a software environment for data management, mining, integration and functional annotation of HTP biological data. In this study, we report recent updates to BRM for miRNA data analysis and cross-species comparisons across datasets. RESULTS: BRM v2.3 has the capability to query predicted miRNA targets from multiple databases, retrieve potential regulatory miRNAs for known genes, integrate experimentally derived miRNA and mRNA datasets, perform ortholog mapping across species, and retrieve annotation and cross-reference identifiers for an expanded number of species. Here we use BRM to show that developmental exposure of zebrafish to 30 uM nicotine from 6–48 hours post fertilization (hpf) results in behavioral hyperactivity in larval zebrafish and alteration of putative miRNA gene targets in whole embryos at developmental stages that encompass early neurogenesis. We show typical workflows for using BRM to integrate experimental zebrafish miRNA and mRNA microarray datasets with example retrievals for zebrafish, including pathway annotation and mapping to human ortholog. Functional analysis of differentially regulated (p<0.05) gene targets in BRM indicates that nicotine exposure disrupts genes involved in neurogenesis, possibly through misregulation of nicotine-sensitive miRNAs. CONCLUSIONS: BRM provides the ability to mine complex data for identification of candidate miRNAs or pathways that drive phenotypic outcome and, therefore, is a useful hypothesis generation tool for systems biology. The miRNA workflow in BRM allows for efficient processing of multiple miRNA and mRNA datasets in a single software environment with the added capability to interact with public data sources and visual analytic tools for HTP data analysis at a systems level. BRM is developed using Java™ and other open-source technologies for free distribution (http://www.sysbio.org/dataresources/brm.stm).
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spelling pubmed-35345642013-01-03 Bioinformatics resource manager v2.3: an integrated software environment for systems biology with microRNA and cross-species analysis tools Tilton, Susan C Tal, Tamara L Scroggins, Sheena M Franzosa, Jill A Peterson, Elena S Tanguay, Robert L Waters, Katrina M BMC Bioinformatics Software BACKGROUND: MicroRNAs (miRNAs) are noncoding RNAs that direct post-transcriptional regulation of protein coding genes. Recent studies have shown miRNAs are important for controlling many biological processes, including nervous system development, and are highly conserved across species. Given their importance, computational tools are necessary for analysis, interpretation and integration of high-throughput (HTP) miRNA data in an increasing number of model species. The Bioinformatics Resource Manager (BRM) v2.3 is a software environment for data management, mining, integration and functional annotation of HTP biological data. In this study, we report recent updates to BRM for miRNA data analysis and cross-species comparisons across datasets. RESULTS: BRM v2.3 has the capability to query predicted miRNA targets from multiple databases, retrieve potential regulatory miRNAs for known genes, integrate experimentally derived miRNA and mRNA datasets, perform ortholog mapping across species, and retrieve annotation and cross-reference identifiers for an expanded number of species. Here we use BRM to show that developmental exposure of zebrafish to 30 uM nicotine from 6–48 hours post fertilization (hpf) results in behavioral hyperactivity in larval zebrafish and alteration of putative miRNA gene targets in whole embryos at developmental stages that encompass early neurogenesis. We show typical workflows for using BRM to integrate experimental zebrafish miRNA and mRNA microarray datasets with example retrievals for zebrafish, including pathway annotation and mapping to human ortholog. Functional analysis of differentially regulated (p<0.05) gene targets in BRM indicates that nicotine exposure disrupts genes involved in neurogenesis, possibly through misregulation of nicotine-sensitive miRNAs. CONCLUSIONS: BRM provides the ability to mine complex data for identification of candidate miRNAs or pathways that drive phenotypic outcome and, therefore, is a useful hypothesis generation tool for systems biology. The miRNA workflow in BRM allows for efficient processing of multiple miRNA and mRNA datasets in a single software environment with the added capability to interact with public data sources and visual analytic tools for HTP data analysis at a systems level. BRM is developed using Java™ and other open-source technologies for free distribution (http://www.sysbio.org/dataresources/brm.stm). BioMed Central 2012-11-23 /pmc/articles/PMC3534564/ /pubmed/23174015 http://dx.doi.org/10.1186/1471-2105-13-311 Text en Copyright ©2012 Tilton et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Software
Tilton, Susan C
Tal, Tamara L
Scroggins, Sheena M
Franzosa, Jill A
Peterson, Elena S
Tanguay, Robert L
Waters, Katrina M
Bioinformatics resource manager v2.3: an integrated software environment for systems biology with microRNA and cross-species analysis tools
title Bioinformatics resource manager v2.3: an integrated software environment for systems biology with microRNA and cross-species analysis tools
title_full Bioinformatics resource manager v2.3: an integrated software environment for systems biology with microRNA and cross-species analysis tools
title_fullStr Bioinformatics resource manager v2.3: an integrated software environment for systems biology with microRNA and cross-species analysis tools
title_full_unstemmed Bioinformatics resource manager v2.3: an integrated software environment for systems biology with microRNA and cross-species analysis tools
title_short Bioinformatics resource manager v2.3: an integrated software environment for systems biology with microRNA and cross-species analysis tools
title_sort bioinformatics resource manager v2.3: an integrated software environment for systems biology with microrna and cross-species analysis tools
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3534564/
https://www.ncbi.nlm.nih.gov/pubmed/23174015
http://dx.doi.org/10.1186/1471-2105-13-311
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