Adjusting for selection on synonymous sites in estimates of evolutionary distance.

Evolution at silent sites is often used to estimate the pace of selectively neutral processes or to infer differences in divergence times of genes. However, silent sites are subject to selection in favor of preferred codons, and the strength of such selection varies dramatically across genes. Here, we use the relationship between codon bias and synonymous divergence observed in four species of the genus Saccharomyces to provide a simple correction for selection on silent sites.

[1]  Wen-Hsiung Li,et al.  The rate of synonymous substitution in enterobacterial genes is inversely related to codon usage bias. , 1987, Molecular biology and evolution.

[2]  D C Shields,et al.  "Silent" sites in Drosophila genes are not neutral: evidence of selection among synonymous codons. , 1988, Molecular biology and evolution.

[3]  H. Akashi Synonymous codon usage in Drosophila melanogaster: natural selection and translational accuracy. , 1994, Genetics.

[4]  J. Thompson,et al.  CLUSTAL W: improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specific gap penalties and weight matrix choice. , 1994, Nucleic acids research.

[5]  A. Datta,et al.  Association of increased spontaneous mutation rates with high levels of transcription in yeast. , 1995, Science.

[6]  M. Nei,et al.  Phylogenetic analysis in molecular evolutionary genetics. , 1996, Annual review of genetics.

[7]  J. Powell,et al.  Evolution of codon usage bias in Drosophila. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[8]  B. Wright,et al.  Hypermutation in derepressed operons of Escherichia coli K12. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[9]  T Gojobori,et al.  A method for detecting positive selection at single amino acid sites. , 1999, Molecular biology and evolution.

[10]  K. H. Wolfe,et al.  Relationship of codon bias to mRNA concentration and protein length in Saccharomyces cerevisiae , 2000, Yeast.

[11]  M. Lynch,et al.  The evolutionary fate and consequences of duplicate genes. , 2000, Science.

[12]  S. Jinks-Robertson,et al.  Genetic analysis of transcription-associated mutation in Saccharomyces cerevisiae. , 2000, Genetics.

[13]  H. Akashi,et al.  Gene expression and molecular evolution. , 2001, Current opinion in genetics & development.

[14]  A. Eyre-Walker,et al.  Nucleotide substitution rate estimation in enterobacteria: approximate and maximum-likelihood methods lead to similar conclusions. , 2001, Molecular biology and evolution.

[15]  Z. Yang,et al.  Substitution rates in Drosophila nuclear genes: implications for translational selection. , 2001, Genetics.

[16]  C. Pál,et al.  Highly expressed genes in yeast evolve slowly. , 2001, Genetics.

[17]  A. E. Hirsh,et al.  Protein dispensability and rate of evolution , 2001, Nature.

[18]  Ziheng Yang,et al.  Adaptive Molecular Evolution , 2004, Handbook of Statistical Genomics.

[19]  John A Birdsell,et al.  Integrating genomics, bioinformatics, and classical genetics to study the effects of recombination on genome evolution. , 2002, Molecular biology and evolution.

[20]  A. E. Hirsh,et al.  Evolutionary Rate in the Protein Interaction Network , 2002, Science.

[21]  A. Bhagwat,et al.  Transcription-Dependent Increase in Multiple Classes of Base Substitution Mutations in Escherichia coli , 2002, Journal of bacteriology.

[22]  A. Eyre-Walker,et al.  The problem of counting sites in the estimation of the synonymous and nonsynonymous substitution rates: implications for the correlation between the synonymous substitution rate and codon usage bias. , 2003, Genetics.

[23]  Mark Johnston,et al.  Yeast genome duplication was followed by asynchronous differentiation of duplicated genes , 2003, Nature.

[24]  John D. Storey,et al.  Genome-wide analysis of mRNA translation profiles in Saccharomyces cerevisiae , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[25]  B. Birren,et al.  Sequencing and comparison of yeast species to identify genes and regulatory elements , 2003, Nature.

[26]  H. Ochman,et al.  Transcription increases multiple spontaneous point mutations in Salmonella enterica. , 2003, Nucleic acids research.

[27]  D. Balding,et al.  Handbook of statistical genetics , 2004 .