Recent results from Drosophila suggest that positive selection has a substantial impact on genomic patterns of polymorphism and divergence. However, species with smaller population sizes and/or stronger population structure may not be expected to exhibit Drosophila-like patterns of sequence variation. We test this prediction and identify determinants of levels of polymorphism and rates of protein evolution using genomic data from Arabidopsis thaliana and the recently sequenced Arabidopsis lyrata genome. We find that, in contrast to Drosophila, there is no negative relationship between nonsynonymous divergence and silent polymorphism at any spatial scale examined. Instead, synonymous divergence is a major predictor of silent polymorphism, which suggests variation in mutation rate as the main determinant of silent variation. Variation in rates of protein divergence is mainly correlated with gene expression level and breadth, consistent with results for a broad range of taxa, and map-based estimates of recombination rate are only weakly correlated with nonsynonymous divergence. Variation in mutation rates and the strength of purifying selection seem to be major drivers of patterns of polymorphism and divergence in Arabidopsis. Nevertheless, a model allowing for varying negative and positive selection by functional gene category explains the data better than a homogeneous model, implying the action of positive selection on a subset of genes. Genes involved in disease resistance and abiotic stress display high proportions of adaptive substitution. Our results are important for a general understanding of the determinants of rates of protein evolution and the impact of selection on patterns of polymorphism and divergence.
机构:
Univ Calif San Diego, Div Biol Sci, Sect Ecol Behav & Evolut, La Jolla, CA 92093 USAUniv Calif San Diego, Div Biol Sci, Sect Ecol Behav & Evolut, La Jolla, CA 92093 USA
机构:
Univ Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Univ Calif Davis, Ctr Populat Biol, Davis, CA 95616 USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Begun, David J.
;
Holloway, Alisha K.
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机构:
Univ Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Univ Calif Davis, Ctr Populat Biol, Davis, CA 95616 USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Holloway, Alisha K.
;
Stevens, Kristian
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Univ Calif Davis, Ctr Populat Biol, Davis, CA 95616 USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Stevens, Kristian
;
Hillier, LaDeana W.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Genome Sequence Ctr, St Louis, MO USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Hillier, LaDeana W.
;
Poh, Yu-Ping
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Univ Calif Davis, Ctr Populat Biol, Davis, CA 95616 USA
Natl Tsing Hua Univ, Inst Mol & Cellular Biol, Hsinchu 300, Taiwan
Acad Sinica, Res Ctr Biodivers, Taipei 115, TaiwanUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Poh, Yu-Ping
;
Hahn, Matthew W.
论文数: 0引用数: 0
h-index: 0
机构:
Indiana Univ, Dept Biol, Bloomington, IN USA
Indiana Univ, Sch Informat, Bloomington, IN USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Hahn, Matthew W.
;
Nista, Phillip M.
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机构:Univ Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Nista, Phillip M.
;
Jones, Corbin D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Dept Biol, Chapel Hill, NC USA
Univ N Carolina, Caolina Ctr Genome Sci, Chapel Hill, NC USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Jones, Corbin D.
;
Kern, Andrew D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Univ Calif Davis, Ctr Populat Biol, Davis, CA 95616 USA
Univ Calif Santa Cruz, Ctr Biomol Sci & Engn, Santa Cruz, CA 95064 USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Kern, Andrew D.
;
Dewey, Colin N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wisconsin, Dept Biostat & Med Informat, Madison, WI USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Dewey, Colin N.
;
Pachter, Lior
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Math, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Comp Sci, Berkeley, CA 94720 USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Pachter, Lior
;
Myers, Eugene
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Comp Sci, Berkeley, CA 94720 USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Myers, Eugene
;
Langley, Charles H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Univ Calif Davis, Ctr Populat Biol, Davis, CA 95616 USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
机构:
Univ Calif San Diego, Div Biol Sci, Sect Ecol Behav & Evolut, La Jolla, CA 92093 USAUniv Calif San Diego, Div Biol Sci, Sect Ecol Behav & Evolut, La Jolla, CA 92093 USA
机构:
Univ Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Univ Calif Davis, Ctr Populat Biol, Davis, CA 95616 USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Begun, David J.
;
Holloway, Alisha K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Univ Calif Davis, Ctr Populat Biol, Davis, CA 95616 USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Holloway, Alisha K.
;
Stevens, Kristian
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Univ Calif Davis, Ctr Populat Biol, Davis, CA 95616 USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Stevens, Kristian
;
Hillier, LaDeana W.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Genome Sequence Ctr, St Louis, MO USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Hillier, LaDeana W.
;
Poh, Yu-Ping
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Univ Calif Davis, Ctr Populat Biol, Davis, CA 95616 USA
Natl Tsing Hua Univ, Inst Mol & Cellular Biol, Hsinchu 300, Taiwan
Acad Sinica, Res Ctr Biodivers, Taipei 115, TaiwanUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Poh, Yu-Ping
;
Hahn, Matthew W.
论文数: 0引用数: 0
h-index: 0
机构:
Indiana Univ, Dept Biol, Bloomington, IN USA
Indiana Univ, Sch Informat, Bloomington, IN USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Hahn, Matthew W.
;
Nista, Phillip M.
论文数: 0引用数: 0
h-index: 0
机构:Univ Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Nista, Phillip M.
;
Jones, Corbin D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Dept Biol, Chapel Hill, NC USA
Univ N Carolina, Caolina Ctr Genome Sci, Chapel Hill, NC USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Jones, Corbin D.
;
Kern, Andrew D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Univ Calif Davis, Ctr Populat Biol, Davis, CA 95616 USA
Univ Calif Santa Cruz, Ctr Biomol Sci & Engn, Santa Cruz, CA 95064 USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Kern, Andrew D.
;
Dewey, Colin N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wisconsin, Dept Biostat & Med Informat, Madison, WI USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Dewey, Colin N.
;
Pachter, Lior
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Math, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Comp Sci, Berkeley, CA 94720 USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Pachter, Lior
;
Myers, Eugene
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Comp Sci, Berkeley, CA 94720 USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Myers, Eugene
;
Langley, Charles H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
Univ Calif Davis, Ctr Populat Biol, Davis, CA 95616 USAUniv Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA