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Related Concept Videos

What is Gene Expression?01:42

What is Gene Expression?

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Overview
Gene expression is the process in which DNA directs the synthesis of functional products, that is, proteins. Cells can regulate gene expression at various stages. It allows organisms to generate different cell types and enables cells to adapt to internal and external factors.
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Genetic screens are tools used to identify genes and mutations responsible for phenotypes of interest. Genetic screens help identify individuals or a group of people at risk of developing  genetic diseases and help them with early intervention, targeted therapy, and reproductive options.
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Updated: Aug 11, 2025

A Protocol for Using Gene Set Enrichment Analysis to Identify the Appropriate Animal Model for Translational Research
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Preclinical species gene expression database: Development and meta-analysis.

Caitlin Krause1, Kinga Suwada2, Eric A G Blomme2

  • 1R & D Data Solutions, AbbVie, North Chicago, IL, United States.

Frontiers in Genetics
|February 3, 2023
PubMed
Summary
This summary is machine-generated.

This study created a comprehensive gene expression atlas across four species and ~50 tissues. This resource aids in understanding cross-species differences for improved drug safety evaluation and experimental design.

Keywords:
RNAseqatlasgenepre-clinicaltissuetranscript

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Area of Science:

  • Pharmacology and Toxicology
  • Genomics and Bioinformatics
  • Comparative Biology

Background:

  • Preclinical toxicity studies are crucial for drug safety but limited by cross-species biological differences.
  • Interpreting toxicogenomics data is challenging due to a lack of comprehensive preclinical gene expression datasets.
  • Advancements in omics data analysis offer potential to predict species-specific differences and enhance toxicology studies.

Purpose of the Study:

  • To establish a comprehensive, multi-species, tissue-, and sex-specific gene expression body atlas for widely used preclinical species.
  • To facilitate improved interpretation of toxicology data and experimental design in drug development.
  • To provide a valuable resource for the scientific community to enhance safety decision-making.

Main Methods:

  • RNA-sequencing was performed on approximately 50 tissues from CD1 mice, Sprague Dawley rats, Beagle dogs, and Cynomolgus monkeys (males and females).
  • A meta-analysis was conducted on the generated gene expression data to identify species and tissue-specific differences.
  • The comprehensive transcriptomic database was made publicly available.

Main Results:

  • A large-scale, multi-species preclinical gene expression body atlas was successfully created.
  • The meta-analysis highlighted significant species and tissue variations relevant to drug safety.
  • The database provides sex-specific gene expression profiles across numerous tissues.

Conclusions:

  • This multi-species transcriptomic database is a valuable resource for improving drug safety assessment and experimental design.
  • Understanding species-specific gene expression patterns can mitigate risks associated with translating preclinical findings to clinical settings.
  • The publicly accessible atlas supports informed safety decision-making across various research disciplines utilizing preclinical models.