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Evolutionary Modeling of Genotype-Phenotype Associations, and Application to Primate Coding and Non-coding mtDNA Rate
Timothy D O'Connor1, Nicholas I Mundy
1Department of Genome Sciences, University of Washington, Seattle, WA, 98195, USA.
Evolutionary Bioinformatics Online
|August 9, 2013
Summary
Evolutionary rate variation in primate mitochondrial DNA is linked to longevity and body mass, particularly at the third codon position. This new method robustly identifies genotype-phenotype associations across multiple categories.
Area of Science:
- Evolutionary Biology
- Genomics
- Molecular Evolution
Background:
- Substitution rate variation across a phylogeny can indicate evolutionary shifts in genomic regions.
- Understanding these signals requires identifying phenotypic correlates of evolutionary rate variation.
Purpose of the Study:
- To extend a likelihood method for detecting evolutionary associations between genotypic evolutionary rate and phenotype over a phylogeny.
- To apply the extended method to primate mitochondrial and nuclear genomes to test hypotheses of rate variation related to life history traits.
Main Methods:
- Extended a previously published likelihood method to detect genotype-phenotype associations.
- Validated the method's performance in simulations with two to four discrete phenotype categories.
- Applied the method to primate mitochondrial and nuclear genomes, categorizing continuous traits like longevity and body mass into discrete groups.
Main Results:
- The extended method demonstrated low false-positive rates and high detection rates in simulations.
- The majority of mitochondrial protein-coding genes showed associations with longevity and body mass, primarily at the third codon position.
- A significant association was found between maximum lifespan and the evolutionary rate of the mtDNA control region.
- Nuclear protein-coding genes did not show consistent associations with generation time, contradicting the hypothesis.
Conclusions:
- The extended method robustly identifies genotype-phenotype associations across at least four phenotypic categories.
- The study provides evidence that longevity and body mass influence evolutionary rates in primate mitochondrial DNA.
- The findings suggest that generation time may not be a primary driver of evolutionary rate variation in nuclear genes within the studied primate sample.
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