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Combinatorial Cis-regulation in Saccharomyces Species
Aaron T Spivak1, Gary D Stormo2
1Department of Genetics, Center for Genome Sciences and Systems Biology, Washington University School of Medicine, St Louis, Missouri 63108.
We developed a computational method to identify cis-regulatory element (CRE) combinations that control gene expression. This approach revealed conserved regulatory interactions and explained species-specific gene expression differences in Saccharomyces.
Area of Science:
- Genetics
- Computational Biology
- Molecular Biology
Background:
- Transcriptional control of gene expression relies on interactions between cis-regulatory elements (CREs) and gene promoters.
- Identifying these complex regulatory interactions computationally is challenging.
Purpose of the Study:
- To develop a sensitive computational method for identifying conserved CRE combinations without genome alignments.
- To validate predicted CRE interactions using experimental data and assess their role in interspecies gene regulation.
Main Methods:
- A novel computational method was developed to identify CRE combinations with conserved spacing across multiple Saccharomyces species.
- Predicted interactions were validated using existing datasets (ChIP-seq, gene expression, Gene Ontology) and new chromatin immunoprecipitation experiments.
- Comparative genomic analysis was performed on S. cerevisiae and S. bayanus.
Main Results:
- 80% of predicted CRE combinations showed evidence of combinatorial transcriptional behavior in validation datasets.
- Experimental validation confirmed the dependence of transcription factor (TF) occupancy on predicted cofactors for specific target genes.
- The method identified differences in combinatorial cis-regulation between species, explaining observed gene expression variations.
Conclusions:
- Combinatorial cis-regulation can be inferred through multi-genome analysis.
- Inferred combinatorial cis-regulation explains species-specific differences in gene expression.
- The same CRE combinations can regulate distinct biological processes in different species.
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