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&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;;Analysis title&lt;br /&gt;
:[[File:BSA-MEALR-(tracks)-icon.png]] MEALR (tracks)&lt;br /&gt;
;Provider&lt;br /&gt;
:[[geneXplain GmbH]]&lt;br /&gt;
;Class&lt;br /&gt;
:{{Class|com.genexplain.analyses.MEALR}}&lt;br /&gt;
;Plugin&lt;br /&gt;
:[[Com.genexplain.analyses (plugin)|com.genexplain.analyses (geneXplain analyses)]]&lt;br /&gt;
&lt;br /&gt;
=== MEALR - Motif Enrichment Analysis by Logistic Regression ===&lt;br /&gt;
&lt;br /&gt;
==== Parameters ====&lt;br /&gt;
&lt;br /&gt;
* '''Yes set''' - Study track / Track with intervals of interest&lt;br /&gt;
* '''No set''' - Background track / Track of non-bound intervals&lt;br /&gt;
* '''Sequence source''' - Choose a deployed sequence source from the pull-down list. Selecting '''Custom''' enables setting of a custom sequence collection&lt;br /&gt;
* '''Input motif profile''' - Profile of weight matrices&lt;br /&gt;
* '''Output path''' - Path in workspace to store output table&lt;br /&gt;
&lt;br /&gt;
==== Output ====&lt;br /&gt;
&lt;br /&gt;
The output contains two columns. The '''ID''' column contains identifiers of motifs to which MEALR assigned a positive coefficient. The coefficients are listed in the column named '''Coefficient'''.&lt;br /&gt;
&lt;br /&gt;
==== Description ====&lt;br /&gt;
&lt;br /&gt;
MEALR searches for a combination of transcription factor binding motifs that discriminate between a positive (Yes) and a negative (No) sequence set. The Yes sequences are the sequences of interest, e.g. as identified in a ChIP-seq experiment.&lt;br /&gt;
&lt;br /&gt;
Sparse logistic regression assigns non-zero coefficients to only a small subset of motifs specified by an input profile. The coefficients indicate the importance of a motif for discrimination. Hence, MEALR differs from other site enrichment tools by choosing an optimal subset of motifs from a possibly large motif database.&lt;br /&gt;
&lt;br /&gt;
Currently, the output contains only the set of motifs with positive coefficients. The larger the coefficient, the more important the corresponding motif was for discriminating between Yes and No sequences.&lt;br /&gt;
&lt;br /&gt;
[[Category:Analyses]]&lt;br /&gt;
[[Category:BSA (analyses group)]]&lt;br /&gt;
[[Category:GeneXplain analyses]]&lt;br /&gt;
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