Heritability and Tissue Specificity of Gene Expression Regulation in Rats
Author Information
Author(s): Enrico Petretto, Jonathan Mangion, Nicholas J Dickens, Stuart A Cook, Mande K Kumaran, Han Lu, Judith Fischer, Henrike Maatz, Vladimir Kren, Michal Pravenec, Norbert Hubner, Timothy J Aitman
Primary Institution: Medical Research Council Clinical Sciences Centre, Faculty of Medicine, Imperial College, London, United Kingdom
Hypothesis
How do heritability and allelic effects influence the detection of expression quantitative trait loci (eQTLs) in a tissue-specific context?
Conclusion
The study found that cis-acting eQTLs are more heritable and easier to detect than trans-eQTLs, and that using heritability as a filter can reduce the discovery of trans-eQTLs.
Supporting Evidence
- Cis-acting eQTLs were found to be highly heritable and easier to detect than trans-eQTLs.
- Only 3% of eQTLs exhibited large allelic effects, suggesting a polygenic control of gene expression.
- The study identified several hundred major eQTLs in each tissue analyzed.
Takeaway
This study looked at how genes behave in different tissues of rats and found that some genes are more influenced by their genetic makeup than others, especially in certain tissues.
Methodology
The study used genome-wide expression profiling and linkage analysis in a panel of rat recombinant inbred strains across four tissues.
Potential Biases
There is a risk of false negatives when using heritability as a filter for eQTL detection.
Limitations
The study may have missed some trans-eQTLs due to the filtering based on heritability.
Participant Demographics
Rats from the BXH/HXB panel of recombinant inbred strains.
Statistical Information
P-Value
0.05
Statistical Significance
p<0.05
Digital Object Identifier (DOI)
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