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Updated: Jun 13, 2025

High-throughput Screening for Chemical Modulators of Post-transcriptionally Regulated Genes
Published on: March 3, 2015
Systematic identification of post-transcriptional regulatory modules
Matvei Khoroshkin1,2,3,4, Andrey Buyan5, Martin Dodel6,7
1Department of Biochemistry and Biophysics, University of California, San Francisco, San Francisco, CA, USA.
Scientists mapped how RNA binding proteins (RBPs) work together to control gene expression. This study reveals new regulatory modules and their functions in RNA metabolism.
Area of Science:
- Molecular Biology
- Genomics
- Post-transcriptional Regulation
Background:
- A limited number of RNA binding proteins (RBPs) manage all RNA metabolism across the transcriptome.
- RBPs form regulatory units targeting specific RNA regulons, but their combinatorial interactions are not well understood.
Purpose of the Study:
- To systematically map RNA binding protein (RBP) combinatorial interactions using multimodal data integration.
- To generate a comprehensive map of RBP functional interactions and identify their context-specific roles.
Main Methods:
- Generated in vivo proximity-dependent biotinylation datasets for 50 human RBPs to map protein neighborhoods.
- Utilized CRISPR interference with single-cell RNA sequencing to assess transcriptomic changes after RBP knockdown.
- Integrated physical and functional interaction data with eCLIP-derived RBP mRNA targets.
Main Results:
- Created a large-scale map of RBP protein neighborhoods and functional interactions.
- Deconvoluted RBP interactions into distinct regulatory modules with annotated functions and target regulons.
- Biochemically validated predicted functions for four RBPs, demonstrating the framework's utility.
Conclusions:
- This study provides a detailed map of RBP interactions, revealing functional regulatory modules.
- The multimodal, integrative framework advances the study of post-transcriptional regulation and its mechanisms.
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