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Published on: August 4, 2018
Deciphering Cis-Regulatory Element Mediated Combinatorial Regulation in Rice under Blast Infected Condition
1Department of Biophysics Molecular Biology and Bioinformatics, University of Calcutta, Kolkata, West Bengal, India.
This study introduces a novel network-based method to analyze cis-regulatory element (CRE) combinations, revealing complex gene regulation patterns in rice. The approach uncovers insights into plant defense mechanisms and transcriptional regulation.
Area of Science:
- Genomics
- Systems Biology
- Bioinformatics
Background:
- Gene expression is regulated by combinations of cis-regulatory elements (CREs) and transcription factors (TFs).
- The complexity of CRE-mediated transcriptional regulation has made combinatorial mechanisms difficult to elucidate.
- Understanding these combinatorial interactions is crucial for deciphering gene expression control.
Purpose of the Study:
- To develop and validate a novel computational methodology for quantifying CRE co-occurrence and inferring combinatorial gene regulation.
- To apply this methodology to rice gene expression data under fungal infection to understand regulatory networks.
- To explore higher-order regulatory combinatorics and their biological implications.
Main Methods:
- Developed a method to quantify CRE co-occurrence in promoter sequences.
- Applied statistical filtering to identify significant CRE pairs.
- Constructed co-occurrence networks to represent regulatory combinatorics.
- Analyzed networks in rice under Magnaporthe infection.
Main Results:
- Identified significant CRE pairs with strong co-occurrence tendencies and similar distribution patterns.
- Revealed auto and cross-regulation among transcription factor families.
- Uncovered cross-talk between hormone signaling pathways.
- Demonstrated tissue-specific regulatory differences in response to fungal attack.
Conclusions:
- The proposed network-based methodology effectively elucidates CRE-mediated combinatorial gene regulation.
- The findings highlight a distributed nature of gene regulation in response to fungal infection.
- This approach can be applied to study tissue- and condition-specific gene regulation in other eukaryotes.
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