Difference between revisions of "Analyze any DNA sequence for site enrichment (TRANSFAC(R)) (workflow)"

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[[File:Analyze-any-DNA-sequence-for-site-enrichment-TRANSFAC-R-workflow-overview.png|400px]]
 
[[File:Analyze-any-DNA-sequence-for-site-enrichment-TRANSFAC-R-workflow-overview.png|400px]]
 
== Description ==
 
== Description ==
This workflow is designed to search for putative transcription factor binding sites, TFBS, on the promoters of an input gene set.
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This workflow is designed to search for overrepresented transcription factor binding sites (TFBSs) in a collection of sequences (Input Yes sequence set) compared to a background collection of sequences. As input, any sequence collection from human, mouse or rat species can be submitted. Background sequences can be housekeeping gene promoters, sequences from a control experiment (e.g. media) or gene sequences, which are NOT induced/expressed. We recommend to use 3x more sequences in the background set as in the Yes set.
  
As input, any gene or protein table can be submitted. The input table contains genes under study, and it is called “Yes” set.
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Sequences are analyzed for potential enriched ''cis''-regulatory sites. Site search is done with the help of the TRANSFAC® library of positional weight matrices (PWMs), namely with the default profile (a matrix collection): ''vertebrate_non_redundant_minSUM''.  
  
At the first step, the input table is converted into a table with Ensembl Gene IDs.
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At this step, frequencies of putative TFBSs are compared between Yes sequence set and a No sequence set to identify sites overrepresented in Yes set versus No set. The result of this step is a list of transcription factor binding sites, which are overrepresented in Yes set versus No set. Next, the list of PWMs is converted into a table of corresponding transcription factors and are annotated with additional information (gene description and gene symbols).
  
At the next step, promoters are analyzed for potential cis-regulatory sites. Promoters in this workflow are defined as sequences from -1000 to +100 relative to the transcription start sites, as they are annotated in Ensembl.
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The output is a new folder with several tables, including a summary of the predicted TFBSs, a track of the Yes sequences and the identified enriched sites. As well as the final table with transcription factors, that are potentially regulating the genes in the Yes sequence set.
 
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Site search is done with the help of the TRANSFAC® library of the  positional weight matrices, PWMs, namely with the profile vertebrate_non_redundant_minSUM.
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At the same step, frequencies of putative TFBSs are compared between Yes set and No set to identify sites overrepresented in Yes set versus No set. Default No set in the workflow is a set of housekeeping genes for the corresponding species (as they are published in PMID: 19534766) 
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The result of this step is a list of PWMs the hits of which are overrepresented in Yes set versus No set.
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Next, the list of PWMs is converted into a table of transcription factors. Two tables are produced, with Ensembl Gene IDs and with Entrez IDs.
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Finally,  both tables with transcription factors are annotated with additional information, gene description and gene symbols.
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The output is a new folder with several tables, including a summary of the predicted TFBSs, genomic tracks of the Yes and No promoters  and sites, as well as the tables with transcription factors potentially regulating the genes in the Yes set.
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This workflow is available together with a valid TRANSFAC® license.
 
This workflow is available together with a valid TRANSFAC® license.

Latest revision as of 16:34, 12 March 2019

Workflow title
Analyze any DNA sequence for site enrichment (TRANSFAC(R))
Provider
geneXplain GmbH

[edit] Workflow overview

Analyze-any-DNA-sequence-for-site-enrichment-TRANSFAC-R-workflow-overview.png

[edit] Description

This workflow is designed to search for overrepresented transcription factor binding sites (TFBSs) in a collection of sequences (Input Yes sequence set) compared to a background collection of sequences. As input, any sequence collection from human, mouse or rat species can be submitted. Background sequences can be housekeeping gene promoters, sequences from a control experiment (e.g. media) or gene sequences, which are NOT induced/expressed. We recommend to use 3x more sequences in the background set as in the Yes set.

Sequences are analyzed for potential enriched cis-regulatory sites. Site search is done with the help of the TRANSFAC® library of positional weight matrices (PWMs), namely with the default profile (a matrix collection): vertebrate_non_redundant_minSUM.

At this step, frequencies of putative TFBSs are compared between Yes sequence set and a No sequence set to identify sites overrepresented in Yes set versus No set. The result of this step is a list of transcription factor binding sites, which are overrepresented in Yes set versus No set. Next, the list of PWMs is converted into a table of corresponding transcription factors and are annotated with additional information (gene description and gene symbols).

The output is a new folder with several tables, including a summary of the predicted TFBSs, a track of the Yes sequences and the identified enriched sites. As well as the final table with transcription factors, that are potentially regulating the genes in the Yes sequence set.

This workflow is available together with a valid TRANSFAC® license.

[edit] Parameters

Input Yes sequence set
Select Yes sequence set
Input No sequence set
Select No sequence set
Species
Profile
Select Profile
Results folder
Select Results folder
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