Molecular Biology and Evolution 19:908-917 (2002)
© 2002 Society for Molecular Biology and Evolution
Codon-Substitution Models for Detecting Molecular Adaptation at Individual Sites Along Specific Lineages
*Galton Laboratory, Department of Biology, University College London;
Department of Biometrics, Cornell University
The nonsynonymous (amino acidaltering) to synonymous (silent) substitution rate ratio (
= dN/dS) provides a measure of natural selection at the protein level, with
= 1, >1, and <1, indicating neutral evolution, purifying selection, and positive selection, respectively. Previous studies that used this measure to detect positive selection have often taken an approach of pairwise comparison, estimating substitution rates by averaging over all sites in the protein. As most amino acids in a functional protein are under structural and functional constraints and adaptive evolution probably affects only a few sites at a few time points, this approach of averaging rates over sites and over time has little power. Previously, we developed codon-based substitution models that allow the
ratio to vary either among lineages or among sites. In this paper we extend previous models to allow the
ratio to vary both among sites and among lineages and implement the new models in the likelihood framework. These models may be useful for identifying positive selection along prespecified lineages that affects only a few sites in the protein. We apply those branch-site models as well as previous branch- and site-specific models to three data sets: the lysozyme genes from primates, the tumor suppressor BRCA1 genes from primates, and the phytochrome (PHY) gene family in angiosperms. Positive selection is detected in the lysozyme and BRCA genes by both the new and the old models. However, only the new models detected positive selection acting on lineages after gene duplication in the PHY gene family. Additional tests on several data sets suggest that the new models may be useful in detecting positive selection after gene duplication in gene family evolution.
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A. Civetta, S. A. Rajakumar, B. Brouwers, and J. P. Bacik Rapid Evolution and Gene-Specific Patterns of Selection for Three Genes of Spermatogenesis in Drosophila Mol. Biol. Evol., March 1, 2006; 23(3): 655 - 662. [Abstract] [Full Text] [PDF] |
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P. Shi and J. Zhang Contrasting Modes of Evolution Between Vertebrate Sweet/Umami Receptor Genes and Bitter Receptor Genes Mol. Biol. Evol., February 1, 2006; 23(2): 292 - 300. [Abstract] [Full Text] [PDF] |
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H. Tang and C.-I Wu A New Method for Estimating Nonsynonymous Substitutions and Its Applications to Detecting Positive Selection Mol. Biol. Evol., February 1, 2006; 23(2): 372 - 379. [Abstract] [Full Text] [PDF] |
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V. Dvornyk Subfamilies of cpmA, a gene involved in circadian output, have different evolutionary histories in cyanobacteria Microbiology, January 1, 2006; 152(1): 75 - 84. [Abstract] [Full Text] [PDF] |
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N. L Clark, J. E Aagaard, and W. J Swanson Evolution of reproductive proteins from animals and plants Reproduction, January 1, 2006; 131(1): 11 - 22. [Abstract] [Full Text] [PDF] |
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T. Kivisild, P. Shen, D. P. Wall, B. Do, R. Sung, K. Davis, G. Passarino, P. A. Underhill, C. Scharfe, A. Torroni, et al. The Role of Selection in the Evolution of Human Mitochondrial Genomes Genetics, January 1, 2006; 172(1): 373 - 387. [Abstract] [Full Text] [PDF] |
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