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A Protocol for Using Gene Set Enrichment Analysis to Identify the Appropriate Animal Model for Translational Research
Published on: August 16, 2017
Compendium of TCDD-mediated transcriptomic response datasets in mammalian model systems
Stephenie D Prokopec1, Kathleen E Houlahan1, Ren X Sun1,2
1Informatics and Bio-computing Program, Ontario Institute for Cancer Research, 661 University Avenue, Suite 510, Toronto, ON, M5G 0A3, Canada.
This study presents a new R package of transcriptomic data for 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD) exposure. The TCDD.Transcriptomics package aids research into aryl hydrocarbon receptor (AHR) activity and TCDD toxicity across species and tissues.
Area of Science:
- Environmental Science
- Toxicology
- Genomics
Background:
- 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD) is a potent environmental contaminant.
- TCDD exposure causes diverse toxic effects, modulated by the aryl hydrocarbon receptor (AHR).
- Understanding TCDD-induced transcriptional changes is crucial for AHR research in human health.
Purpose of the Study:
- To compile and standardize transcriptomic datasets related to TCDD exposure.
- To provide a resource for investigating the role of AHR in response to TCDD.
- To facilitate research on the transcriptional effects of ligand-activated AHR.
Main Methods:
- Development of the TCDD.Transcriptomics R package.
- Inclusion of 63 experiments with 377 samples across human, mouse, and rat models.
- Standardization of data using consistent preprocessing and annotation methods.
Main Results:
- The TCDD.Transcriptomics package includes data from diverse species, tissues, and exposure conditions.
- Analysis of 'AHR-core' genes revealed expected induction of Ahrr, Nqo1, and Cyp genes by TCDD.
- Specific induction of Aldh3a1 in rat liver and altered Inmt in liver tissue were observed.
Conclusions:
- A comprehensive assessment of TCDD's transcriptomic effects was previously challenging due to data heterogeneity.
- The TCDD.Transcriptomics package offers a standardized, accessible resource for the scientific community.
- Further research is needed, as core AHR-regulated genes show limited overlap across species and tissues.
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