ArticlePloS one2011
Optimal codon identities in bacteria: implications from the conflicting results of two different methods.
Article in PloS one, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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17 citing papers in PubMed.
- Evidence for Non-optimal Codon Choice in Highly Transcribed Sex-Biased Genes of Drosophila melanogaster.Genome biology and evolution · 2026Article
- Codon Usage Bias of the Polyphenol Oxidase Genes inPlants (Basel, Switzerland) · 2025Article
- Adaptation of codon and amino acid use for translational functions in highly expressed cricket genes.BMC genomics · 2021Article
- Evidence of multifaceted functions of codon usage in translation within the model beetle Tribolium castaneum.DNA research : an international journal for rapid publication of reports on genes and genomes · 2019Article
- Genome-Wide Analysis Reveals Ancestral Lack of Seventeen Different tRNAs and Clade-Specific Loss of tRNA-CNNs in Archaea.Frontiers in microbiology · 2018Article
- corseq: fast and efficient identification of favoured codons from next generation sequencing reads.PeerJ · 2018Article
- Switches in Genomic GC Content Drive Shifts of Optimal Codons under Sustained Selection on Synonymous Sites.Genome biology and evolution · 2017Article
- Article
- Discrepancy among the synonymous codons with respect to their selection as optimal codon in bacteria.DNA research : an international journal for rapid publication of reports on genes and genomes · 2016Article
- Expression-Linked Patterns of Codon Usage, Amino Acid Frequency, and Protein Length in the Basally Branching Arthropod Parasteatoda tepidariorum.Genome biology and evolution · 2016Article
- Codon and Amino Acid Usage Are Shaped by Selection Across Divergent Model Organisms of the Pancrustacea.G3 (Bethesda, Md.) · 2015Article
- GC-Content evolution in bacterial genomes: the biased gene conversion hypothesis expands.PLoS genetics · 2015Article
- Selection on GGU and CGU codons in the high expression genes in bacteria.Journal of molecular evolution · 2014Article
- Insight into the evolution of the histidine triad protein (HTP) family in Streptococcus.PloS one · 2013Article
- Article
- On the limitations of using ribosomal genes as references for the study of codon usage: a rebuttal.PloS one · 2012Article
- Synonymous codon ordering: a subtle but prevalent strategy of bacteria to improve translational efficiency.PloS one · 2012Article
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7 authors.
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No grant is acknowledged in the PubMed record.
Abstract
A correlation method was recently adopted to identify selection-favored 'optimal' codons from 675 bacterial genomes. Surprisingly, the identities of these optimal codons were found to track the bacterial GC content, leading to a conclusion that selection would generally shape the codon usages to the same direction as the overall mutation does. Raising several concerns, here we report a thorough comparative study on 203 well-selected bacterial species, which strongly suggest that the previous conclusion is likely an illusion. Firstly, the previous study did not preclude species that are suffering weak or no selection pressures on their codon usages. For these species, as showed in this study, the optimal codon identities are prone to be incorrect and follow GC content. Secondly, the previous study only adopted the correlation method, without considering another method to test the reliability of inferred optimal codons. Actually by definition, optimal codons can also be identified by simply comparing codon usages between high- and low-expression genes. After using both methods to identify optimal codons for the selected species, we obtained highly conflicting results, suggesting at least one method is misleading. Further we found a critical problem of correlation method at the step of calculating gene bias level. Due to a failure of accurately defining the background mutation, the problem would result in wrong optimal codon identities. In other words, partial mutational effects on codon choices were mistakenly regarded as selective influences, leading to incorrect and biased optimal codon identities. Finally, considering the translational dynamics, optimal codons identified by comparison method can be well-explained by tRNA compositions, whereas optimal codons identified by correlation method can not be. For all above reasons, we conclude that real optimal codons actually do not track the genomic GC content, and correlation method is misleading in identifying optimal codons and better be avoided.
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