Looking for Darwin in Genomic Sequences-Validity and Success of Statistical Methods

Weiwei Zhai, Rasmus Nielsen, Nick Goldman, Ziheng Yang

23 Citationer (Scopus)

Abstract

The use of codon substitution models to compare synonymous and nonsynonymous substitution rates is a widely used approach to detecting positive Darwinian selection affecting protein evolution. However, in several recent papers, Hughes and colleagues claim that codon-based likelihood-ratio tests (LRTs) are logically flawed as they lack prior hypotheses and fail to accommodate random fluctuations in synonymous and nonsynonymous substitutions Friedman and Hughes (2007) also used site-based LRTs to analyze 605 gene families consisting of human and mouse paralogues. They found that the outcome of the tests was largely determined by irrelevant factors such as the GC content at the third codon positions and the synonymous rate d(S), but not by the nonsynonymous rate d(N) or the d(N)/d(S) ratio, factors that should be related to selection. Here, we reanalyze those data. Contra Friedman and Hughes, we found that the test results are related to sequence length and the average d(N)/d(S) ratio. We examine the criticisms of Hughes and suggest that they are based on misunderstandings of the codon models and on statistical errors. Our analyses suggest that codon-based tests are useful tools for comparative analysis of genomic data sets.
OriginalsprogEngelsk
TidsskriftMolecular Biology and Evolution
Vol/bind29
Udgave nummer10
Sider (fra-til)2889-2893
Antal sider5
ISSN0737-4038
DOI
StatusUdgivet - okt. 2012
Udgivet eksterntJa

Emneord

  • codon model
  • Darwinian selection
  • likelihood-ratio test

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