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De novo Identification of Actively Translated Open Reading Frames with Ribosome Profiling Data
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Rfoot: Transcriptome-Scale Identification of RNA-Protein Complexes from Ribosome Profiling Data
Zhe Ji1,2
1Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois.
Current Protocols in Molecular Biology
|September 1, 2018
Summary
This study introduces Rfoot, a computational pipeline to identify non-ribosomal RNA footprints. It reveals functional protein-RNA complexes in various RNA types, aiding the discovery of novel noncoding RNA functions.
Area of Science:
- Molecular Biology
- Bioinformatics
- Genomics
Background:
- Ribosome profiling identifies genome-wide RNA fragments linked to translating ribosomes.
- Existing methods lack effective purification for ribosome-RNA complexes.
- Ribosome profiling can detect both ribosomal and non-ribosomal protein-RNA complexes.
Purpose of the Study:
- To develop a computational pipeline for systematic identification of genome-wide non-ribosomal RNA footprints.
- To analyze functional protein-RNA complexes beyond translating ribosomes.
Main Methods:
- Development of a computational pipeline named Rfoot.
- Utilizing the highly localized read distribution feature of sequencing reads.
- Application to analyze RNA fragments associated with both ribosomal and non-ribosomal proteins.
Main Results:
- Identification of genome-wide non-ribosomal RNA footprints.
- Discovery of native functional protein-RNA complexes in lncRNAs, 3'UTRs of mRNAs, and small noncoding RNAs.
- Demonstration of Rfoot's utility in uncovering novel RNA functions.
Conclusions:
- Rfoot effectively identifies non-ribosomal RNA footprints.
- The pipeline reveals diverse functional protein-RNA interactions.
- This tool advances the discovery of novel noncoding RNA functions.
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