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The CO-Regulation Database (CORD): a tool to identify coordinately expressed genes
John P Fahrenbach1, Jorge Andrade2, Elizabeth M McNally3
1Department of Medicine, The University of Chicago, Chicago, Illinois, United States of America.
The CO-Regulation Database (CORD) analyzes gene expression data across platforms to identify gene-gene correlations, aiding in understanding gene function. This tool helps uncover relationships between genes, even across different experimental datasets.
Area of Science:
- Bioinformatics
- Genomics
- Computational Biology
Background:
- Gene expression meta-analysis can reveal gene function but is often limited by microarray platform.
- Identifying gene-gene interactions from expression data requires cross-platform analysis.
- Existing methods struggle to integrate diverse gene expression datasets.
Purpose of the Study:
- To develop a gene-centered approach for analyzing differential gene expression across multiple microarray platforms.
- To create the CO-Regulation Database (CORD) for identifying gene-gene correlations.
- To facilitate the understanding of gene function through co-expression analysis.
Main Methods:
- Developed a gene-centered approach to analyze differential gene expression.
- Created the CO-Regulation Database (CORD) to store and query gene correlations.
- Utilized data from GEO and ArrayExpress databases, analyzing over 120,000 experiments.
Main Results:
- Analyzed over 120,000 gene expression experiments across platforms.
- Identified correlating genes for over 30,000 genes.
- Demonstrated CORD's utility with known genes like CDKN2A, VIM, and MYOD1, showing consistent correlations.
Conclusions:
- Developed a web-enabled program (CORD) for cross-platform gene-gene correlation analysis.
- CORD aids in understanding gene function by identifying co-expressed genes.
- The database is accessible at http://cord-db.org for researchers.
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