Promoter Analysis

Revision as of 16:01, 12 October 2009 by Smith (talk | contribs)

Home | Quick Start | Basics | Menu Bar | Preferences | Component Configuration Manager | Workspace | Information Panel | Local Data Files | File Formats | caArray | Array Sets | Marker Sets | Microarray Dataset Viewers | Filtering | Normalization | Tutorial Data | geWorkbench-web Tutorials

Analysis Framework | ANOVA | ARACNe | BLAST | Cellular Networks KnowledgeBase | CeRNA/Hermes Query | Classification (KNN, WV) | Color Mosaic | Consensus Clustering | Cytoscape | Cupid | DeMAND | Expression Value Distribution | Fold-Change | Gene Ontology Term Analysis | Gene Ontology Viewer | GenomeSpace | genSpace | Grid Services | GSEA | Hierarchical Clustering | IDEA | Jmol | K-Means Clustering | LINCS Query | Marker Annotations | MarkUs | Master Regulator Analysis | (MRA-FET Method) | (MRA-MARINa Method) | MatrixREDUCE | MINDy | Pattern Discovery | PCA | Promoter Analysis | Pudge | SAM | Sequence Retriever | SkyBase | SkyLine | SOM | SVM | T-Test | Viper Analysis | Volcano Plot



Overview

The Promoter component scans one or more sequence motifs against user supplied nucleotide sequence(s). Motifs from the JASPAR database of transcription factor binding sites are included with the component. Additional motifs can be added by the user.

The Promoter component will also display the results of hits found in the Pattern Discovery component.

It should be noted that in general, the discovery of functional transcription factor binding sites includes biological experimentation, as the motifs are short and relatively common. This tool is a means of visualizing and testing hypotheses.

JASPAR CORE database

The motif datafile currently included with geWorkbench is version 3.0 of the JASPAR CORE database (http://jaspar.genereg.net/) . It contains 138 curated, non-redundant profiles. These "profiles are derived from published collections of experimentally defined transcription factor binding sites for multi-cellular eukaryotes. The database represents a curated collection of target sequences" (JASPAR Documentation).

The datafile used "MATRIX_DATA.txt" found at http://jaspar.genereg.net/html/DOWNLOAD/mySQL/JASPAR_CORE_2008/. This file is stored within the Promoter component of geWorkbench.

The profiles are represented by counts of how many times each of the four nucleotide bases occurs at a particular position in the aligned sequences.

Working with the Promoter graphical interface

Layout

The figure shows the display of profile "TBP:TATA-box:MA0108" from the list of those included in JASPAR.

T Promoter Logo TBP.png

The LOGO display

The LOGO display implements the method of Schneider to display the information at each position in a motif. Briefly, the total height of the column of letters at a position shows the information available, on a scale of 0 to 2 bits (the information needed to represent the 4 possible nucleotide bases at each position). The relative heights of each letter in a column show their individual contribution to the information at that position.

The LOGO display in geWorkbench implements the "small sample correction" described by Schneider, the magnitude of which depends on the number of sequences aligned to generate the profile. The correction is subtracted from the calculated information content at each position, with a minimum value (floor) of zero being displayed.

The Parameters tab

T Promoter Parameters initial.png


The Sequence tab:

T Promoter Sequence.png

Running and viewing a scan

  1. Hit Scan.
  2. Check the box "Show TFs".
  3. Hits of this motif against the sequences are displayed in the sequence window.


References

Sandelin A, Alkema W, Engstrom P, Wasserman WW, Lenhard B. (2004) JASPAR: an open-access database for eukaryotic transcription factor binding profiles. Nucleic Acids Res. Jan 1;32(Database issue):D91-4 (link to paper).

Schneider TD, Stephens RM. (1990) Sequence logos: a new way to display consensus sequences. Nucleic Acids Res. Oct 25;18(20):6097-100. (link to paper)

Vlieghe D, Sandelin A, De Bleser PJ, Vleminckx K, Wasserman WW, van Roy F, Lenhard B. (2006) A new generation of JASPAR, the open-access repository for transcription factor binding site profiles. Nucleic Acids Res. Jan 1;34(Database issue):D95-7.