TY - JOUR
T1 - The EXPANDER Integrated Platform for Transcriptome Analysis
AU - Hait, Tom Aharon
AU - Maron-Katz, Adi
AU - Sagir, Dorit
AU - Amar, David
AU - Ulitsky, Igor
AU - Linhart, Chaim
AU - Tanay, Amos
AU - Sharan, Roded
AU - Shiloh, Yosef
AU - Elkon, Ran
AU - Shamir, Ron
N1 - Publisher Copyright:
© 2019 The Authors
PY - 2019/6/14
Y1 - 2019/6/14
N2 - Genome-wide analysis of cellular transcriptomes using RNA-seq or expression arrays is a major mainstay of current biological and biomedical research. EXPANDER (EXPression ANalyzer and DisplayER) is a comprehensive software package for analysis of expression data, with built-in support for 18 different organisms. It is designed as a “one-stop shop” platform for transcriptomic analysis, allowing for execution of all analysis steps starting with gene expression data matrix. Analyses offered include low-level preprocessing and normalization, differential expression analysis, clustering, bi-clustering, supervised grouping, high-level functional and pathway enrichment tests, and networks and motif analyses. A variety of options is offered for each step, using established algorithms, including many developed and published by our laboratory. EXPANDER has been continuously developed since 2003, having to date over 18,000 downloads and 540 citations. One of the innovations in the recent version is support for combined analysis of gene expression and ChIP-seq data to enhance the inference of transcriptional networks and their functional interpretation. EXPANDER implements cutting-edge algorithms and makes them accessible to users through user-friendly interface and intuitive visualizations. It is freely available to users at http://acgt.cs.tau.ac.il/expander/.
AB - Genome-wide analysis of cellular transcriptomes using RNA-seq or expression arrays is a major mainstay of current biological and biomedical research. EXPANDER (EXPression ANalyzer and DisplayER) is a comprehensive software package for analysis of expression data, with built-in support for 18 different organisms. It is designed as a “one-stop shop” platform for transcriptomic analysis, allowing for execution of all analysis steps starting with gene expression data matrix. Analyses offered include low-level preprocessing and normalization, differential expression analysis, clustering, bi-clustering, supervised grouping, high-level functional and pathway enrichment tests, and networks and motif analyses. A variety of options is offered for each step, using established algorithms, including many developed and published by our laboratory. EXPANDER has been continuously developed since 2003, having to date over 18,000 downloads and 540 citations. One of the innovations in the recent version is support for combined analysis of gene expression and ChIP-seq data to enhance the inference of transcriptional networks and their functional interpretation. EXPANDER implements cutting-edge algorithms and makes them accessible to users through user-friendly interface and intuitive visualizations. It is freely available to users at http://acgt.cs.tau.ac.il/expander/.
KW - Gene expression analysis
KW - RNA-seq analysis
KW - Software package
KW - Transcriptomic analysis
UR - http://www.scopus.com/inward/record.url?scp=85066441754&partnerID=8YFLogxK
U2 - 10.1016/j.jmb.2019.05.013
DO - 10.1016/j.jmb.2019.05.013
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C2 - 31100387
AN - SCOPUS:85066441754
SN - 0022-2836
VL - 431
SP - 2398
EP - 2406
JO - Journal of Molecular Biology
JF - Journal of Molecular Biology
IS - 13
ER -