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Exploring Sequence Space to Identify Binding Sites for Regulatory RNA-Binding Proteins
Published on: August 9, 2019
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RBPmap: a web server for mapping binding sites of RNA-binding proteins
Inbal Paz1, Idit Kosti1, Manuel Ares2
1Department of Biology, Technion - Israel Institute of Technology, Technion City, Haifa 32000, Israel.
Nucleic Acids Research
|May 16, 2014
Summary
Predicting RNA-binding protein (RBP) binding sites is challenging. RBPmap is a new webserver for accurate mapping of RBP binding sites across genomes, improving gene expression regulation studies.
Area of Science:
- Genomics
- Molecular Biology
- Bioinformatics
Background:
- RNA-binding proteins (RBPs) regulate gene expression by binding to RNA molecules.
- Identifying specific RBP binding sites on RNA is a significant challenge in molecular biology.
Purpose of the Study:
- To develop and present RBPmap, a novel webserver for accurate prediction and mapping of RBP binding sites.
- To provide a user-friendly tool for analyzing RBP binding across various genomes.
Main Methods:
- RBPmap utilizes a Weighted-Rank approach for motif mapping, considering binding site clustering and regulatory region conservation.
- It incorporates a position-specific background model tailored for different genomic regions (splice sites, UTRs, ncRNA, intergenic regions).
- Users can select from a database of known motifs or input custom motifs (consensus or PSSM).
Main Results:
- RBPmap demonstrates high accuracy in predicting RBP binding sites, validated against high-throughput RNA-binding experiments.
- The webserver supports mapping in human, mouse, and Drosophila melanogaster, with extensibility to other organisms.
Conclusions:
- RBPmap offers a powerful and accurate solution for mapping RBP binding sites, facilitating research in gene expression regulation.
- The tool enhances the ability to study the functional roles of RBPs and their impact on biological processes.
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