ArticleMolecular biology and evolution2009
Methods for incorporating the hypermutability of CpG dinucleotides in detecting natural selection operating at the amino acid sequence level.
Article in Molecular biology and evolution, 2009. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 20 citations in OpenAlex.
- Repeats mimic pathogen-associated patterns across a vast evolutionary landscape.Cell genomics · 2025Article
- A Bayesian Mutation-Selection Framework for Detecting Site-Specific Adaptive Evolution in Protein-Coding Genes.Molecular biology and evolution · 2021Article
- Polymorphism Data Assist Estimation of the Nonsynonymous over Synonymous Fixation Rate Ratio ω for Closely Related Species.Molecular biology and evolution · 2020Article
- Biased Inference of Selection Due to GC-Biased Gene Conversion and the Rate of Protein Evolution in Flycatchers When Accounting for It.Molecular biology and evolution · 2018Article
- Inferring Indel Parameters using a Simulation-based Approach.Genome biology and evolution · 2015Article
- Statistics and truth in phylogenomics.Molecular biology and evolution · 2012Review
- CpG site degeneration triggered by the loss of functional constraint created a highly polymorphic macaque drug-metabolizing gene, CYP1A2.BMC evolutionary biology · 2011Article
- A codon substitution model that incorporates the effect of the GC contents, the gene density and the density of CpG islands of human chromosomes.BMC genomics · 2011Article
- Functional conservation of DNA methylation in the pea aphid and the honeybee.Genome biology and evolution · 2010Article
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Authors and funding
3 authors at 3 institutions in 2 countries.
Funding
Abstract
In detecting natural selection operating at the amino acid sequence level by comparing the rates of synonymous (r(S)) and nonsynonymous (r(N)) substitutions, the rates of synonymous and nonsynonymous mutations are assumed to be approximately the same. In reality, however, these rates may not be the same if different proportions of synonymous and nonsynonymous sites overlap with CpG dinucleotides, which are known to be hypermutable in some organisms. Here, we develop the evolutionary pathway methods for comparing r(S) and r(N) at multiple codon sites (all-sites analysis) and at single codon sites (single-site analysis) that take into account the hypermutability at CpG dinucleotides in estimating the number of synonymous substitutions per synonymous site (d(S)) and nonsynonymous substitutions per nonsynonymous site (d(N)). Computer simulations show that the direction and magnitude of the bias in the estimation of d(N)/d(S) caused by the hypermutability of CpGs are determined by both the number of CpGs and the relative proportions of synonymous and nonsynonymous sites overlapping with CpGs. This bias is greatly reduced when using the methods we propose to account for the hypermutability of CpG dinucleotides. In an all-sites analysis of protamine 1 genes from primates, d(N)/d(S) > 1 was observed for many pairs if the hypermutability was ignored. However, d(N)/d(S) becomes <or=1 for most of these pairs when the CpG sites are assumed to be hypermutable. Therefore, statistical indications of positive selection in some sequences or individual codons may be caused by mutation rate differences in synonymous and nonsynonymous sites.
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