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Motif analysis in DNAse hypersensitivity regions uncovers distal cis elements associated with gene expression

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posted on 2013-01-01, 00:00 authored by Mark ZiemannMark Ziemann, Antony Kaspi, Ross Lazarus, Assam El-Osta
Reliable identification of cis regulatory elements influencing transcription remains a challenging problem in molecular bioinformatics. This is especially true for enhancer elements which are often located hundreds of kilobases from the gene promoter. High resolution DNase hypersensitivity and connectivity profiling by the ENCODE consortium provides evidence of millions of interacting cis-acting elements in the human genome. This prior knowledge can be incorporated into genome-wide expression analyses, in the form of gene sets sharing regulatory sequence motifs in known DNase hypersensitivity peak regions. High proportions of enrichment among the most extreme differentially transcribed genes from controlled biological experiments may suggest novel hypotheses about signalling pathways. The utility of this approach is demonstrated with the reanalysis of a microarray-derived gene expression data set through the Gene Set Enrichment Analysis pipeline, uncovering new putative distal cis elements in the context of innate immunity. The DNase Hypersensitivity Connectivity informed Motif Enrichment in Gene Expression (DHC-MEGE) method described here has the advantage of identifying distal elements such as enhancers, which are often overlooked with standard promoter motif analysis. AVAILABILITY: The DHC-MEGE shell script can be obtained from Sourceforge https://sourceforge.net/projects/dhcmege/ and the generated GMT file is attached as supplementary data.

History

Journal

Bioinformation

Volume

9

Pagination

212-215

Location

[Singapore]

Open access

  • Yes

ISSN

0973-2063

Language

eng

Publication classification

C1.1 Refereed article in a scholarly journal

Copyright notice

2013, Biomedical Informatics

Issue

4

Publisher

Biomedical Informatics Publishing Group

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