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Discovering relationships between nuclear receptor signaling pathways, genes, and tissues in Transcriptomine
Lauren B Becnel1, Scott A Ochsner2, Yolanda F Darlington1
1Nuclear Receptor Signaling Atlas (NURSA) Informatics, Dan L. Duncan Cancer Center Biomedical Informatics Group, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030, USA.
Transcriptomine is an enhanced web tool for exploring nuclear receptor signaling pathways. It helps researchers discover new biology by connecting gene expression data across various experiments and tissues.
Area of Science:
- Molecular Biology
- Genomics
- Bioinformatics
Background:
- Nuclear receptors are key regulators of gene expression.
- Understanding their signaling pathways is crucial for various biological processes.
- Existing tools may lack comprehensive integration of diverse experimental data.
Purpose of the Study:
- To enhance the Transcriptomine web tool for exploring nuclear receptor signaling pathways.
- To improve biocuration, query interface, and data visualization for easier access to biological insights.
- To facilitate the discovery of uncharacterized biology within these pathways.
Main Methods:
- Systematic curation of public expression profiling data sets.
- Classification of experimental manipulations (small molecules, gene targets) into signaling pathways.
- Mapping of tissues and cell lines to physiological systems and organs.
- Integration of data from animal, cell, and clinical models.
- Analysis of transcriptional cross-talk with non-nuclear receptor pathways.
Main Results:
- Transcriptomine now contains ~45 million data points from over 2000 experiments across ~550 curated data sets.
- Enhanced classification enables evaluation of tissue-specific gene regulation by nuclear receptors.
- Data integration validates findings across isolated data sets, revealing roles in normal and pathological processes.
- Identified transcriptional cross-talk between nuclear receptors and other signaling pathways.
Conclusions:
- Transcriptomine serves as a valuable resource for bench biologists to formulate research hypotheses.
- The tool facilitates validation of experimental data and modeling of complex biological relationships.
- Enhanced features promote routine discovery of novel biological insights in nuclear receptor signaling.
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