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PubMed2001

Synonymous codon bias is not caused by mutation bias in G+C-rich genes in humans.

It is has been suggested that synonymous codon bias is a consequence of mutation bias in mammals. We tested this hypothesis in humans using single-nucleotide polymorphism data. We found a pattern of polymorphism which was inconsistent with the mutation bias hypothesis in G+C-rich genes. However, the data were consistent with the action of natural selection or biased gene conversion. Similar patterns of polymorphism were also observed in noncoding DNA, suggesting that natural selection or biased gene conversion may affect large tracts of the human genome.

Base Composition↗
PubMed1999

Synonymous codon choices in the extremely GC-poor genome of Plasmodium falciparum: compositional constraints and translational selection.

We have analyzed the patterns of synonymous codon preferences of the nuclear genes of Plasmodium falciparum, a unicellular parasite characterized by an extremely GC-poor genome. When all genes are considered, codon usage is strongly biased toward A and T in third codon positions, as expected, but multivariate statistical analysis detects a major trend among genes. At one end genes display codon choices determined mainly by the extreme genome composition of this parasite, and very probably their expression level is low. At the other end a few genes exhibit an increased relative usage of a particular subset of codons, many of which are C-ending. Since the majority of these few genes is putatively highly expressed, we postulate that the increased C-ending codons are translationally optimal. In conclusion, while codon usage of the majority of P. falciparum genes is determined mainly by compositional constraints, a small number of genes exhibit translational selection.

Animals↗
PubMed1993

Synonymous codon usage in Zea mays L. nuclear genes is varied by levels of C and G-ending codons.

A multivariate statistical method called correspondence analysis was used to examine the codon usage of one-hundred-and-one nuclear genes of maize (Zea mays L.). Forty percent of the variation in codon usage was due to bias toward G or C-ending versus A or U-ending codons. Differences in levels of G-ending codons showed the weakest correlation with the major codon usage bias. The bias toward C or U versus A or G in the silent third nucleotide position of synonymous codons accounted for approximately 10% of the variation in codon usage. The G+C content of the silent third nucleotide position of coding regions was not strongly correlated with G+C content of introns. Codon usage was strongly biased toward codons ending in G or C for a number of highly expressed genes including most light-regulated chloroplast proteins, ABA-induced proteins, histones, and anthocyanin biosynthetic enzymes. Codon usage of genes encoding storage proteins and regulatory proteins, such as transposases, kinases, phosphatases and transcription factors, was more random than that of genes encoding cytosolic enzymes with similar bias toward G or C-ending codons. Codon usage in maize may reflect both regional bias on nucleotide composition and selection on the silent third nucleotide position.

Base Composition↗
PubMed2006

Modulation of poliovirus replicative fitness in HeLa cells by deoptimization of synonymous codon usage in the capsid region.

We replaced degenerate codons for nine amino acids within the capsid region of the Sabin type 2 oral poliovirus vaccine strain with corresponding nonpreferred synonymous codons. Codon replacements were introduced into four contiguous intervals spanning 97% of the capsid region. In the capsid region of the most highly modified virus construct, the effective number of codons used (N(C)) fell from 56.2 to 29.8, the number of CG dinucleotides rose from 97 to 302, and the G+C content increased from 48.4% to 56.4%. Replicative fitness in HeLa cells, measured by plaque areas and virus yields in single-step growth experiments, decreased in proportion to the number of replacement codons. Plaque areas decreased over an approximately 10-fold range, and virus yields decreased over an approximately 65-fold range. Perhaps unexpectedly, the synthesis and processing of viral proteins appeared to be largely unaltered by the restriction in codon usage. In contrast, total yields of viral RNA in infected cells were reduced approximately 3-fold and specific infectivities of purified virions (measured by particle/PFU ratios) decreased approximately 18-fold in the most highly modified virus. The replicative fitness of both codon replacement viruses and unmodified viruses increased with the passage number in HeLa cells. After 25 serial passages (approximately 50 replication cycles), most codon replacements were retained, and the relative fitness of the modified viruses remained well below that of the unmodified virus. The increased replicative fitness of high-passage modified virus was associated with the elimination of several CG dinucleotides. Potential applications for the systematic modulation of poliovirus replicative fitness by deoptimization of codon usage are discussed.

Base Sequence↗
PubMed2002

Evolution of synonymous codon usage in metazoans.

The vast amount of data generated by genome projects and the recent development of population genetics models make comparative sequence analyses a very powerful approach with which to detect the footprints of selection. Studies on synonymous codon usage show that traits with minuscule phenotypic effects can be molded by natural selection. But variations in mutation patterns and processes of biased gene conversion make it difficult to distinguish between selective and neutral evolutionary processes.

Animals↗
PubMed2003

[Synonymous codon usage bias in the rice cultivar 93-11 (Oryza sativa L. ssp. indica)].

By using the whole genome sequences and EST data from the indica rice cultivar 93-11, a detailed relative analysis is made of the effect of some impact factors on synonymous codon usage. The results showed that the gene expression level assessed by mRNA abundance is positive relative to the "codon adaptation index" (CAI, 0.227**), and "codon preference parameter" (CPP, 0.145**), but negative relative to "effective number of codons" (ENC, -0.147**), indicating that genes with higher expression showed more significant variation in codon usage. There are significant negative correlations between gene length and CAI, CPP (r = -0.413** and -0.480** respectively), but a positive correlation between gene length and ENC(r = 0.210**), which suggested a tendency of shorter genes to higher expression of the transcriptional activity in 93-11. From the results that a higher negative correlation between GC content and ENC(r = -0.740**), but higher positive correlations between GC content and CAI, CPP (r = 0.877** and 0.832**, respectively), we can concluded that the GC content in coding region gave far more contribution to codon usage bias than that mRNA abundance and gene length. Four kinds of bases showed a three-period distribution in the translation initiation region, the bias at the first codon sites, which located +4, and +6, in the downstream of ATG being the largest. That suggested that there was a strong action of natural selection on these specific positions in the 93-11 genome. In this paper twenty-five codons defined firstly as "optimal codons" in 93-11 may provide some more useful information for rice gene-transformation.

Base Composition↗
PubMed1995

Intrastrand parity rules of DNA base composition and usage biases of synonymous codons.

When there are no biases in mutation and selection between the two strands of DNA, the 12 possible substitution rates of the four nucleotides reduces to six (type 1 parity rule or PR1), and the intrastrand average base composition is expected to be A = T and G = C at equilibrium without regard to the G + C content of DNA (type 2 parity rule or PR2). Significant deviations from the parity rules in the third codon letters of the four-codon amino acids result mostly from selective biases rather than mutational biases between the two strands of DNA during evolution. The parity rules lay the foundation for evaluating the biases in synonymous codon usage in terms of (1) directional mutation pressure for variation of the DNA G + C content due to mutational biases between alpha-bases (A or T) and gamma-bases (G or C), (2) strand-bias mutation, for example, by DNA repair during transcription, and (3) functional selection in evolution, for example, due to tRNA abundance. The present analysis shows that, although the PR2 violation is common in the third codon letters of four-codon amino acids, the contribution of PR2 violation to the DNA G + C content of the third codon position is small and, in majority of cases, mildly counteracts the effect of the directional mutation pressure on the G + C content.

Animals↗
PubMed2004

Synonymous codon usage and gene function are strongly related in Oryza sativa.

The relationship between codon usage and gene function was investigated while considering a dataset of 2106 nuclear genes of Oryza sativa. The results of standard chi(2) test and F-statistic showed that for every 59 synonymous codons, a strongly significant association with gene functional categories existed in rice, indicating that codon usage was generally coordinated with gene function whether it was at the level of individual amino acids or at the level of nucleotides. However, it could not be directly said that the use of every codons differed significantly between any two functional categories. Notably, there existed large difference both in selection for biased codons or selection intensity among functional categories. Therefore, we identified at least two classes of genes: one group of genes, mainly belonging to the "METABOLISM" category, was tended to use G- and/or C-ending codons while the other was more biased to choose codons ending with A and/or U. The latter group contained genes of various functions, especially those genes classified into the "Nuclear Structure" category. These observations will be more important for molecular genetic engineering and genome functional annotation.

Chromosome Mapping↗
PubMed1999

Synonymous codon usage variation among Giardia lamblia genes and isolates.

The pattern of codon usage in the amitochondriate diplomonad Giardia lamblia has been investigated. Very extensive heterogeneity was evident among a sample of 65 genes. A discrete group of genes featured unusual codon usage due to the amino acid composition of their products: these variant surface proteins (VSPs) are unusually rich in Cys and, to a lesser extent, Gly and Thr. Among the remaining 50 genes, correspondence analysis revealed a single major source of variation in synonymous codon usage. This trend was related to the extent of use of a particular subset of 21 codons which are inferred to be those which are optimal for translation; at one end of this trend were genes expected to be expressed at low levels with near random codon usage, while at the other extreme were genes expressed at high levels in which these optimal codons are used almost exclusively. These optimal codons all end in C or G so G + C content at silent sites varies enormously among genes, from values around 40%, expected to reflect the background level of the genome, up to nearly 100%. Although VSP genes are occasionally extremely highly expressed, they do not, in general, have high frequencies of optimal codons, presumably because their high expression is only intermittent. These results indicate that natural selection has been very effective in shaping codon usage in G. lamblia. These analyses focused on sequences from strains placed within G. lamblia "assemblage A"; a few sequences from other strains revealed extensive divergence at silent sites, including some divergence in the pattern of codon usage.

Amino Acids↗
PubMed2005

Evolution of relative synonymous codon usage in Human Immunodeficiency Virus type-1.

Mutation in Human Immunodeficiency Virus type-1 (HIV-1) is extremely rapid, a consequence of a low-fidelity viral reverse transcription process. The envelope gene has been shown to accumulate substitutions at a rate of approximately 1% per year and can frequently spend a long time in the host (approximately 10 years). The relative synonymous codon usage (RSCU) in HIV-1 is known to be different from that of the human host. However, by reengineering the protein coding sequences of HIV-1 to reflect the RSCU patterns observed in humans, a large increase in protein expression is observed. It is reasonable to suggest that within a host there may be a selective drive for change in the RSCU of HIV-1 towards human RSCU. To test this hypothesis we analyzed HIV-1 partial envelope sequences from eight patients sampled serially in time. For each sequence, an RSCU table was constructed. Sequences were labelled as "early" or "late" depending on whether they were sampled before or after the mid-point of the study. Using the RSCU values as descriptor variables, a Principal Components Analysis (PCA) was performed. The first three components clearly discriminated between early and late sequences. We also constructed pooled groupwise RSCU tables for early and late sequences. The viral RSCU values of each of the groups were correlated with human RSCU. If there is selection for host-adaptation in RSCU, we expect that "late" viral RSCUs would tend to be more highly correlated with human RSCU than "early" viral RSCUs. In fact, tests of significance suggest that this is the case. However, closer examination of the data revealed that the apparent trend towards human RSCU can be attributed to the homogenization of the codon usage by mutation pressure rather than host adaptation.

Algorithms↗
PubMed2004

Synonymous codon usage analysis of the mycobacteriophage Bxz1 and its plating bacteria M. smegmatis: identification of highly and lowly expressed genes of Bxz1 and the possible function of its tRNA species.

The extent of codon usage in the protein coding genes of the mycobacteriophage, Bxz1, and its plating bacteria, M. smegmatis, were determined, and it was observed that the codons ending with either G and / or C were predominant in both the organisms. Multivariate statistical analysis showed that in both organisms, the genes were separated along the first major explanatory axis according to their expression levels and their genomic GC content at the synonymous third positions of the codons. The second major explanatory axis differentiates the genes according to their genome type. A comparison of the relative synonymous codon usage between 20 highly- and 20 lowly expressed genes from Bxz1 identified 21 codons, which are statistically over represented in the former group of genes. Further analysis found that the Bxz1- specific tRNA species could recognize 13 out of the 21 over represented synonymous codons, which incorporated 13 amino acid residues preferentially into the highly expressed proteins of Bxz1. In contrast, seven amino acid residues were preferentially incorporated into the lowly expressed proteins by 10 other tRNA species of Bxz1. This analysis predicts for the first time that the Bxz1-specific tRNA species modulates the optimal expression of its proteins during development.

Codon↗
PubMed1981

Possibility of extensive neutral evolution under stabilizing selection with special reference to nonrandom usage of synonymous codons.

The rate of evolution in terms of the number of mutant substitutions in a finite population is investigated assuming a quantitative character subject to stabilizing selection, which is known to be the most prevalent type of natural selection. It is shown that, if a large number of segregating loci (or sites) are involved, the average selection coefficient per mutant under stabilizing selection may be exceedingly small. These mutants are very slightly deleterious but nearly neutral, so that mutant substitutions are mainly controlled by random drift, although the rate of evolution may be lower as compared with the situation in which all the mutations are strictly neutral. This is treated quantitatively by using the diffusion equation method in population genetics. A model of random drift under stabilizing selection is then applied to the problem of "nonrandom" or unequal usage of synonymous codons, and it is shown that such nonrandomness can readily be understood within the framework of the neutral mutation--random drift hypothesis (the neutral theory, for short) of molecular evolution.

Alleles↗
PubMed2002

Synonymous codon usage bias and the expression of human glucocerebrosidase in the methylotrophic yeast, Pichia pastoris.

The lysosomal hydrolase glucocerebrosidase catalyzes the penultimate step in the breakdown of membrane glycosphingolipids. An inherited deficiency in this enzyme leads to the onset of Gaucher disease, the most common lysosomal storage disorder. Exogenous sources of this protein are required for biochemical and biophysical investigations and enzyme replacement therapy of Gaucher disease. Heterologous expression of glucocerebrosidase has been successful in mammalian and insect cell lines and although its use in enzyme replacement therapy of Gaucher disease has proven efficacious, current production levels limit the availability of the enzyme. Initial attempts to express human glucocerebrosidase using the methylotrophic yeast Pichia pastoris had limited success, despite significant levels of transcription. Using fragments of the glucocerebrosidase cDNA fused to the luciferase cDNA as a translational read-through reporter, the impact of synonymous codon usage bias on protein expression in P. pastoris was examined. A table of preferred codons was determined for P. pastoris and the codon usage of a 186-bp fragment of the glucocerebrosidase gene was optimized to that of the P. pastoris preferred set. A second construct with altered G+C content but no codon optimization was created for comparison. While the native glucocerebrosidase coding region limited luciferase activity to baseline levels, the codon optimized and G+C altered constructs increased luciferase activity 10.6- and 7.5-fold, respectively. Optimized G+C content, regardless of corresponding codon optimization, appears to be the major contributor to increased translational efficiency in this heterologous expression host.

Amino Acid Sequence↗
PubMed1987

Models of nearly neutral mutations with particular implications for nonrandom usage of synonymous codons.

The population dynamics of nearly neutral mutations are studied using a single-site and a multisite model. In the latter model, the nucleotides in a sequence are completely linked and the selection schemes employed are additive, multiplicative, and additive with a threshold. Although the third selection scheme is very different from the first two, the three schemes produce identical results for a wide range of parameter values. Thus the present study provides a general theory for the population dynamics of nearly neutral mutations because the results can also be used to draw inferences about other selection schemes such as stabilizing selection and synergistic selection. It is shown that the number of slightly deleterious mutations accumulated in a sequence can be considerably larger under the multisite model than under the single-site model, particularly if the sequence is long or if the mutation rate per site is high. The results show that even a very slight selective difference between synonymous codons can produce a strong bias in codon usage. Three alternative explanations for the strong bias in codon usage in bacterial and yeast genes are considered. The implications of the present results for molecular evolution are discussed.

Biological Evolution↗
PubMed2002

Synonymous codon usage in Pseudomonas aeruginosa PA01.

Pseudomonas aeruginosa PA01 has a large (6.7 Mbp) genome with a high (67%) G+C content. Codon usage in this species is dominated by this compositional bias, with the average G+C content at synonymously variable third positions of codons being 83%. Nevertheless, there is some variation of synonymous codon usage among genes. The nature and causes of this variation were investigated using multivariate statistical analyses. Three trends were identified. The major source of variation was attributable to genes with unusually low G+C content that are probably due to horizontal transfer. A lesser trend among genes was associated with the preferential use of putatively translationally optimal codons in genes expressed at high levels. In addition, genes on the leading strand of replication were on average more G+T-rich. Our findings contradict the results of two previous analyses, and the reasons for the discrepancies are discussed.

Amino Acids↗