Transcription Factor Enrichment From Transcriptome
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11.8 years ago
Dave Bridges ★ 1.4k

Is there any tools to detect enrichment of transcription factor targets from microarray/RNAseq data. I have heard that Metacore has this functionality, but is there a freely available mapping of transcription factors to targets that could be queried in a way analogous to the way DAVID or GOseq queries GO/KEGG pathway enrichment?

transcription-factor transcriptome rna-seq microarray • 11k views
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11.8 years ago

What I would do is to look at the overrepresentation of TF binding profile motifs in the promoter sequences of your target genes. I did it several times with success. You could use the oPOSSUM3 webtool for instance by providing a list of genes and it will look for overrepresented TFBSs in their promoter sequences. You just need to be really careful with the background sequences you use.

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11.8 years ago
zellerm ▴ 20

DAVID (http://david.abcc.ncifcrf.gov/summary.jsp) can actually perform TFBS enrichment. After uploading a gene list, see the Chart for "UCSC TFBS" under "Protein Interactions", which will show you over-represented TFBS within your gene list as compared to your background list (or the entire genome if none is provided).

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It doesn't seem to have this function now! If anyone knows any alternative, that'd be extremely useful!

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It doesn't seem to have this function now! If anyone knows any alternative, that'd be extremely useful!

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11.8 years ago
Wrf ▴ 210

I thought they did a similar thing in the ENCODE project for humans. Maybe check that out: http://www.ncbi.nlm.nih.gov/pubmed/22955984/

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8.2 years ago
jin ▴ 80

For plants, you can try PlantRegMap to find the enriched transcription factors in a set of genes.

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