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Human-mouse genome comparisons to locate regulatory sites
W W Wasserman1, M Palumbo, W Thompson
1Bioinformatics Group, SmithKline Beecham Pharmaceuticals, King of Prussia, Pennsylvania, USA.
Nature Genetics
|October 4, 2000
Summary
Identifying human gene regulatory elements is complex. This study reveals that conserved DNA sequences across species significantly aid in pinpointing transcription factor binding sites, enabling better understanding of gene regulation.
Area of Science:
- Genomics and Bioinformatics
- Molecular Biology
- Systems Biology
Background:
- Understanding the human transcriptional regulatory network is a key challenge in the post-genomic era.
- Current methods allow detailed study of regulatory mechanisms for some genes, DNA localization via cross-species comparison, and transcription factor binding specificity determination.
Purpose of the Study:
- To address challenges in extending findings from model organisms to the human genome.
- To determine the number of model organism genomes needed to identify most human regulatory regions.
- To generalize the discovery of transcription factor binding sites from single-celled to multicellular organisms.
Main Methods:
- Analysis of sequence conservation between human and rodent genomes.
- Focusing on highly conserved regions to identify regulatory elements.
- Computational identification of transcription factor binding specificities.
Main Results:
- 98% of experimentally defined skeletal-muscle-specific transcription factor binding sites are located within the 19% most conserved human DNA sequences compared to rodents.
- This conservation-based restriction enabled the computational identification of binding specificities for major muscle-specific transcription factors (MYF, SRF, MEF2).
Conclusions:
- Cross-species sequence conservation is a powerful tool for localizing human regulatory regions.
- This approach facilitates the discovery of transcription factor binding sites in multicellular organisms, advancing the study of transcriptional regulation.