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Related Experiment Video

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Evaluating the Procedure for Performing Awake Cystometry in a Mouse Model
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Performance evaluation for MOTIFSIM.

Ngoc Tam L Tran1, Chun-Hsi Huang1

  • 1Department of Computer Science and Engineering, University of Connecticut, Storrs, CT 06269 USA.

Biological Procedures Online
|December 22, 2018
PubMed
Summary
This summary is machine-generated.

Using multiple motif finders and the MOTIFSIM tool enhances DNA motif detection by identifying common, biologically significant motifs. MOTIFSIM outperforms other comparison methods and clustering tools.

Keywords:
Binding sitesDNA motifMerging similar motifsMotif clusteringMotif detection toolMotif similarity comparison

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Area of Science:

  • Bioinformatics
  • Computational Biology
  • Genomics

Background:

  • Motif discovery tools yield varied results due to differing strategies.
  • Common motifs identified by multiple tools are more likely biologically significant.

Purpose of the Study:

  • Evaluate the performance of the MOTIFSIM tool for identifying common significant motifs.
  • Compare MOTIFSIM's pair-wise comparison and clustering capabilities against established methods.

Main Methods:

  • Assessed MOTIFSIM's pair-wise comparison against Smith-Waterman and four distance metrics.
  • Compared MOTIFSIM's motif clustering performance with RSAT Matrix-clustering.
  • Evaluated nineteen motif finders and MOTIFSIM's reliability in identifying common motifs.

Main Results:

  • MOTIFSIM demonstrated superior performance in pair-wise comparisons over Smith-Waterman and distance metrics.
  • MOTIFSIM achieved comparable or better results than RSAT Matrix-clustering in motif clustering.
  • Combining multiple motif finders with MOTIFSIM improved DNA motif detection outcomes.

Conclusions:

  • MOTIFSIM is a reliable tool for enhancing DNA motif detection by consolidating results from multiple motif finders.
  • The study validates the utility of using multiple tools and MOTIFSIM for robust motif discovery.