clusterProfiler: an R Package for Comparing Biological Themes Among Gene Clusters
clusterProfiler: пакет R для сравнения биологических тем среди кластеров генов
2012-03-28
SCID: 54.1/7ucdkfma
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Bioconductor R packagebiological-term classificationclusterProfilerenrichment analysisgene clusters
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Abstract (AI)
Increasing quantitative data generated from transcriptomics and proteomics require integrative strategies for analysis. Here, we present an R package, clusterProfiler that automates the process of biological-term classification and the enrichment analysis of gene clusters. The analysis module and visualization module were combined into a reusable workflow. Currently, clusterProfiler supports three species, including humans, mice, and yeast. Methods provided in this package can be easily extended to other species and ontologies. The clusterProfiler package is released under Artistic-2.0 License within Bioconductor project. The source code and vignette are freely available at http://bioconductor.org/packages/release/bioc/html/clusterProfiler.html.
Key Findings
1
The package combines analysis and visualization modules into a reusable workflow for transcriptomics and proteomics data.
2
The package is released under the Artistic-2.0 License within Bioconductor, with source code and vignette publicly available.
3
clusterProfiler currently supports humans, mice, and yeast, with methods easily extendable to other species and ontologies.
4
clusterProfiler is an R package that automates biological-term classification and enrichment analysis for gene clusters.
Research Object
clusterProfiler R package for biological-term classification and enrichment analysis of gene clusters
Research Subject
Automated workflow for comparing biological themes among gene clusters, including enrichment analysis, classification, and visualization across supported species
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2012-03-28
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