Genetics. Published Articles Ahead of Print: April 2, 2006, Copyright © 2006
doi:10.1534/genetics.106.056911


A more recent version of this article appeared on June 1, 2006.


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Estimating the genome-wide rate of adaptive protein evolution in Drosophila

1 University of Sussex

* To whom correspondence should be addressed. E-mail: johnwe0{at}sussex.ac.uk.

Submitted on February 8, 2006
Revised on March 20, 2006
Accepted on 20 March 2006


Abstract

When polymorphism and divergence data are available for multiple loci, extended forms of the McDonald-Kreitman test can be used to estimate the average proportion of the amino-acid divergence due to adaptive evolution - a statistic denoted _bar. But such tests are subject to many biases. Most serious is the possibility that high estimates of _bar reflect demographic changes rather than adaptive substitution. Testing for between-locus variation in is one possible way of distinguishing between demography and selection. However, such tests have yielded contradictory results, and their efficacy is unclear. Estimates of _bar from the same model organisms have also varied widely. This study clarifies the reasons for these discrepancies, identifying several method-specific biases in widely-used estimators, and assessing the power of the methods. As part of this process, a new maximum likelihood estimator is introduced. This estimator is applied to a newly compiled dataset of 115 genes from Drosophila simulans, each with each orthologues from D. melanogaster and D. yakuba. In this way, it is estimated that _bar 0.4 ± 0.1, a value that does not vary substantially between different loci, or over different periods of divergence. The implications of these results are discussed.

Key Words: Drosophila, McDonald-Kreitman test, adaptive evolution, maximum likelihood




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