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WholePathwayScope: a comprehensive pathway-based analysis tool for high-throughput data

BACKGROUND: Analysis of High Throughput (HTP) Data such as microarray and proteomics data has provided a powerful methodology to study patterns of gene regulation at genome scale. A major unresolved problem in the post-genomic era is to assemble the large amounts of data generated into a meaningful...

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Autores principales: Yi, Ming, Horton, Jay D, Cohen, Jonathan C, Hobbs, Helen H, Stephens, Robert M
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2006
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1388242/
https://www.ncbi.nlm.nih.gov/pubmed/16423281
http://dx.doi.org/10.1186/1471-2105-7-30
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author Yi, Ming
Horton, Jay D
Cohen, Jonathan C
Hobbs, Helen H
Stephens, Robert M
author_facet Yi, Ming
Horton, Jay D
Cohen, Jonathan C
Hobbs, Helen H
Stephens, Robert M
author_sort Yi, Ming
collection PubMed
description BACKGROUND: Analysis of High Throughput (HTP) Data such as microarray and proteomics data has provided a powerful methodology to study patterns of gene regulation at genome scale. A major unresolved problem in the post-genomic era is to assemble the large amounts of data generated into a meaningful biological context. We have developed a comprehensive software tool, WholePathwayScope (WPS), for deriving biological insights from analysis of HTP data. RESULT: WPS extracts gene lists with shared biological themes through color cue templates. WPS statistically evaluates global functional category enrichment of gene lists and pathway-level pattern enrichment of data. WPS incorporates well-known biological pathways from KEGG (Kyoto Encyclopedia of Genes and Genomes) and Biocarta, GO (Gene Ontology) terms as well as user-defined pathways or relevant gene clusters or groups, and explores gene-term relationships within the derived gene-term association networks (GTANs). WPS simultaneously compares multiple datasets within biological contexts either as pathways or as association networks. WPS also integrates Genetic Association Database and Partial MedGene Database for disease-association information. We have used this program to analyze and compare microarray and proteomics datasets derived from a variety of biological systems. Application examples demonstrated the capacity of WPS to significantly facilitate the analysis of HTP data for integrative discovery. CONCLUSION: This tool represents a pathway-based platform for discovery integration to maximize analysis power. The tool is freely available at .
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spelling pubmed-13882422006-03-04 WholePathwayScope: a comprehensive pathway-based analysis tool for high-throughput data Yi, Ming Horton, Jay D Cohen, Jonathan C Hobbs, Helen H Stephens, Robert M BMC Bioinformatics Software BACKGROUND: Analysis of High Throughput (HTP) Data such as microarray and proteomics data has provided a powerful methodology to study patterns of gene regulation at genome scale. A major unresolved problem in the post-genomic era is to assemble the large amounts of data generated into a meaningful biological context. We have developed a comprehensive software tool, WholePathwayScope (WPS), for deriving biological insights from analysis of HTP data. RESULT: WPS extracts gene lists with shared biological themes through color cue templates. WPS statistically evaluates global functional category enrichment of gene lists and pathway-level pattern enrichment of data. WPS incorporates well-known biological pathways from KEGG (Kyoto Encyclopedia of Genes and Genomes) and Biocarta, GO (Gene Ontology) terms as well as user-defined pathways or relevant gene clusters or groups, and explores gene-term relationships within the derived gene-term association networks (GTANs). WPS simultaneously compares multiple datasets within biological contexts either as pathways or as association networks. WPS also integrates Genetic Association Database and Partial MedGene Database for disease-association information. We have used this program to analyze and compare microarray and proteomics datasets derived from a variety of biological systems. Application examples demonstrated the capacity of WPS to significantly facilitate the analysis of HTP data for integrative discovery. CONCLUSION: This tool represents a pathway-based platform for discovery integration to maximize analysis power. The tool is freely available at . BioMed Central 2006-01-19 /pmc/articles/PMC1388242/ /pubmed/16423281 http://dx.doi.org/10.1186/1471-2105-7-30 Text en Copyright © 2006 Yi et al; licensee BioMed Central Ltd.
spellingShingle Software
Yi, Ming
Horton, Jay D
Cohen, Jonathan C
Hobbs, Helen H
Stephens, Robert M
WholePathwayScope: a comprehensive pathway-based analysis tool for high-throughput data
title WholePathwayScope: a comprehensive pathway-based analysis tool for high-throughput data
title_full WholePathwayScope: a comprehensive pathway-based analysis tool for high-throughput data
title_fullStr WholePathwayScope: a comprehensive pathway-based analysis tool for high-throughput data
title_full_unstemmed WholePathwayScope: a comprehensive pathway-based analysis tool for high-throughput data
title_short WholePathwayScope: a comprehensive pathway-based analysis tool for high-throughput data
title_sort wholepathwayscope: a comprehensive pathway-based analysis tool for high-throughput data
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1388242/
https://www.ncbi.nlm.nih.gov/pubmed/16423281
http://dx.doi.org/10.1186/1471-2105-7-30
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