Related Experiment Video
Updated: Jan 29, 2026

Performing Data Mining And Integrative Analysis Of Biomarker in Breast Cancer Using Multiple Publicly Accessible Databases
Published on: May 17, 2019
Integrated curation and data mining for disease and phenotype models at the Rat Genome Database
Shur-Jen Wang1, Stanley J F Laulederkind1, Yiqing Zhao1
1Department of Biomedical Engineering, Marquette University and Medical College of Wisconsin, Milwaukee, WI, USA.
The Rat Genome Database (RGD) curates extensive data on rat disease and phenotype models, including genome-modified strains. This resource aids researchers in identifying precise rat models for biomedical research and drug discovery.
Area of Science:
- Biomedical research
- Genetics
- Bioinformatics
Background:
- Rats have been indispensable research models for over 150 years.
- Genome manipulation technologies enable the creation of precise rat disease models.
- The Rat Genome Database (RGD) is crucial for organizing and annotating these models.
Purpose of the Study:
- To describe the organization and annotation of rat strains, diseases, and phenotypes within the Rat Genome Database (RGD).
- To highlight the integration of quantitative and qualitative phenotype data for disease model characterization.
- To provide guidance on utilizing RGD resources for identifying specific rat disease and phenotype models.
Main Methods:
- Curating nearly 1300 rat strains with disease and phenotype annotations.
- Establishing expected phenotype profile ranges through meta-analysis of inbred rat strains.
- Integrating disease and phenotype annotations with associated genes and alleles.
Main Results:
- RGD currently curates approximately 1300 rat strains with disease/phenotype annotations.
- About 11% of these strains have known allele associations.
- All annotations are integrated and accessible via strain, gene, and allele report pages.
Conclusions:
- RGD provides a comprehensive, integrated resource for identifying and utilizing rat disease and phenotype models.
- The database facilitates research by organizing complex genetic and phenotypic data.
- Researchers can efficiently find suitable rat models through RGD's search and browsing functionalities.
Related Concept Videos
Genomics
Growth Models with Integration: Problem Solving
Model Approaches for Pharmacokinetic Data: Physiological Models
Model Approaches for Pharmacokinetic Data: Compartment Models
Two primary types of compartment models are recognized: mammillary and catenary. The more...
Genomic Imprinting and Inheritance
The expression of some genes depends on which parent passed the gene to the offspring, through a phenomenon known as...
Model Approaches for Pharmacokinetic Data: Distributed Parameter Models
The distributed parameter models are specifically designed to account for variations and differences in some drug classes. This model is particularly useful for assessing regional concentrations of anticancer or...

