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Published on: November 19, 2013
Large-Scale Functional Analysis of CRP-Mediated Feed-Forward Loops
Chi-Dung Yang1,2,3,4,5, Hsi-Yuan Huang6,7,8,9, Sirjana Shrestha10,11
1Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsinchu 300, Taiwan. chidung1212@gmail.com.
This study identifies 393 cyclic-AMP receptor protein (CRP)-mediated feed-forward loops (FFLs) in E. coli, revealing their diverse structures and functions. These CRP-FFLs are crucial for bacterial adaptation to environmental changes.
Area of Science:
- Systems Biology
- Molecular Biology
- Genomics
Background:
- Feed-forward loops (FFLs) are fundamental network motifs in biological systems.
- Cyclic-AMP receptor protein (CRP) is a key transcription factor regulating over 400 genes in Escherichia coli in response to cAMP levels.
- CRP-mediated FFLs (CRP-FFLs) play a role in bacterial adaptation but their comprehensive functions remain unclear.
Purpose of the Study:
- To comprehensively investigate the structural diversity and functional roles of CRP-FFLs in E. coli using in vivo data.
- To elucidate the regulatory mechanisms and biological functions of CRP-FFLs.
Main Methods:
- Identification of 393 CRP-FFLs in E. coli using EcoCyc and RegulonDB databases.
- Dose-response genomic microarray analysis to assess dynamic gene expression of CRP-FFL target genes under varying cAMP concentrations.
- Gene ontology annotation to determine the biological functions of identified CRP-FFLs.
Main Results:
- All eight types of FFLs were found within the CRP regulon, exhibiting diverse expression patterns categorized into five functional groups.
- 202 CRP-FFLs were identified as being directly regulated by CRP.
- A significant portion of CRP-regulated genes (34%) are co-regulated by CRP and other CRP-regulated transcription factors through CRP-FFLs, highlighting complex regulatory networks.
Conclusions:
- CRP-FFLs are structurally diverse and functionally significant in E. coli, contributing to the bacterium's adaptability.
- The study provides a comprehensive catalog and functional annotation of CRP-FFLs, advancing our understanding of gene regulation in response to environmental stimuli.
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