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PubMed1980

Codon frequencies in 119 individual genes confirm consistent choices of degenerate bases according to genome type.

The poor printing of our previous Figure 2 (1) is corrected. Codon usage in mRNA sequences just published is also given. A new correspondence analysis is done, based on simultaneous comparison in all mRNA of use of the 61 codons. This analysis reinforces our claim that most genes in a genome, or genome type, have the same coding strategy; that is, they show similar choices among synonymous codons, or among degenerate bases (2). Like analysis on frequency variation in the amino acids coded reveals an entirely different pattern.

Animals↗

PubMed1991

Determinants of DNA sequence divergence between Escherichia coli and Salmonella typhimurium: codon usage, map position, and concerted evolution.

The nature and extent of DNA sequence divergence between homologous protein-coding genes from Escherichia coli and Salmonella typhimurium have been examined. The degree of divergence varies greatly among genes at both synonymous (silent) and nonsynonymous sites. Much of the variation in silent substitution rates can be explained by natural selection on synonymous codon usage, varying in intensity with gene expression level. Silent substitution rates also vary significantly with chromosomal location, with genes near oriC having lower divergence. Certain genes have been examined in more detail. In particular, the duplicate genes encoding elongation factor Tu, tufA and tufB, from S. typhimurium have been compared to their E. coli homologues. As expected these very highly expressed genes have high codon usage bias and have diverged very little between the two species. Interestingly, these genes, which are widely spaced on the bacterial chromosome, also appear to be undergoing concerted evolution, i.e., there has been exchange between the loci subsequent to the divergence of the two species.

Base Sequence↗

PubMed1982

Preferential codon usage in prokaryotic genes: the optimal codon-anticodon interaction energy and the selective codon usage in efficiently expressed genes.

By considering the nucleotide sequence of several highly expressed coding regions in bacteriophage MS2 and mRNAs from Escherichia coli, it is possible to deduce some rules which govern the selection of the most appropriate synonymous codons NNU or NNC read by tRNAs having GNN, QNN or INN as anticodon. The rules fit with the general hypothesis that an efficient in-phase translation is facilitated by proper choice of degenerate codewords promoting a codon-anticodon interaction with intermediate strength (optimal energy) over those with very strong or very weak interaction energy. Moreover, codons corresponding to minor tRNAs are clearly avoided in these efficiently expressed genes. These correlations are clearcut in the normal reading frame but not in the corresponding frameshift sequences +1 and +2. We hypothesize that both the optimization of codon-anticodon interaction energy and the adaptation of the population to codon frequency or vice versa in highly expressed mRNAs of E. coli are part of a strategy that optimizes the efficiency of translation. Conversely, codon usage in weakly expressed genes such as repressor genes follows exactly the opposite rules. It may be concluded that, in addition to the need for coding an amino acid sequence, the energetic consideration for codon-anticodon pairing, as well as the adaptation of codons to the tRNA population, may have been important evolutionary constraints on the selection of the optimal nucleotide sequence.

Anticodon↗

PubMed1986

Codon usage in regulatory genes in Escherichia coli does not reflect selection for 'rare' codons.

It has often been suggested that differential usage of codons recognized by rare tRNA species, i.e. "rare codons", represents an evolutionary strategy to modulate gene expression. In particular, regulatory genes are reported to have an extraordinarily high frequency of rare codons. From E. coli we have compiled codon usage data for highly expressed genes, moderately/lowly expressed genes, and regulatory genes. We have identified a clear and general trend in codon usage bias, from the very high bias seen in very highly expressed genes and attributed to selection, to a rather low bias in other genes which seems to be more influenced by mutation than by selection. There is no clear tendency for an increased frequency of rare codons in the regulatory genes, compared to a large group of other moderately/lowly expressed genes with low codon bias. From this, as well as a consideration of evolutionary rates of regulatory genes, and of experimental data on translation rates, we conclude that the pattern of synonymous codon usage in regulatory genes reflects primarily the relaxation of natural selection.

Base Sequence↗

PubMed2003

The effective number of codons for individual amino acids: some codons are more optimal than others.

The aim of this study was to evaluate the codon bias using the effective number of codons for individual amino acids (N(c)(AA)) and to assess the codon bias in relation to the definition of optimal codons, using Escherichia coli as a model organism. We show that a general correlation exists between the effective number of codons (Ncirc(c)) or codon adaptation index (CAI) and N(c)(AA), but that this correlation is not equally strong for all amino acids within a degeneracy group. For example, leucine codons contribute more to Ncirc(c) and the codon adaptation index than serine codons. A possible explanation is that some optimal codons are more optimal than others, in terms of the selectional advantage they offer. This hypothesis is confirmed by further analysis on the correlations that exist between values for relative synonymous codon usage (RSCU), N(c)(AA), and the codon adaptation index.

Amino Acids↗

PubMed2006

Gene expression level shapes the amino acid usages in Prochlorococcus marinus MED4.

Prochlorococcus species are the first example of free-living bacteria with reduced genome. Codon and amino acid usages bias of Prochlorococcus marinus MED4 was investigated using all protein coding genes having length greater than or equal to 100 amino acids. Correspondence analysis on relative synonymous codon usage (RSCU) values shows that there is no such influence of translational selection in shaping the codon usage variation among the genes in this organism. However, amino acid usages were markedly different between the highly and lowly expressed genes in this organism and in particular, GC rich amino acids were found to occur significantly higher in highly expressed genes than the lowly expressed genes. Comparative analysis of the homologous genes of Synechococcus sp. WH8102 and Prochlorococcus marinus MED4 shows that amino acids conservation in highly expressed genes is significantly higher than lowly expressed genes. Based on our results we concluded that conservation of GC rich amino acids in the highly expressed genes to its ancestor is the major source of variation in amino acid usages in the organism.

Bacterial Proteins↗

PubMed2000

Intercodon dinucleotides affect codon choice in plant genes.

In this work, 710 CDSs corresponding to over 290 000 codons equally distributed between Brassica napus, Arabidopsis thaliana, Lycopersicon esculentum, Nicotiana tabacum, Pisum sativum, Glycine max, Oryza sativa, Triticum aestivum, Hordeum vulgare and Zea mays were considered. For each amino acid, synonymous codon choice was determined in the presence of A, G, C or T as the initial nucleotide of the subsequent triplet; data were statistically analysed under the hypothesis of an independent assortment of codons. In 33.4% of cases, a frequency significantly (P: = 0.01) different from that expected was recorded. This was mainly due to a pervasive intercodon TpA and CpG deficiency. As a general rule, intercodon TpAs and CpGs were preferably replaced by CpAs and TpGs, respectively. In several instances, codon frequencies were also modified to avoid homotetramer and homotrimer formation, to reduce intercodon ApCs downstream (1,2) GG or AG dinucleotides, as well as to increase GpA or ApG intercodons under certain contexts. Since TpA, CpG and homotetra(tri)mer deficiency directly or indirectly accounted for 77% of significant variation in the codon frequency, it can be concluded that codon usage mirrors precise needs at the DNA structure level. Plant species exhibited a phylogenetically-related adaptation to structural constraints. Codon usage flexibility was reflected in strikingly different arrays of optimum codons for probe design.

Base Composition↗

PubMed2005

Comparative analyses of codon and amino acid usage in symbiotic island and core genome in nitrogen-fixing symbiotic bacterium Bradyrhizobium japonicum.

Genes involved in the symbiotic interactions between the nitrogen-fixing endosymbiont Bradyrhizobium japonicum, and its leguminous host are mostly clustered in a symbiotic island (SI), acquired by the bacterium through a process of horizontal transfer. A comparative analysis of the codon and amino acid usage in core and SI genes/proteins of B. japonicum has been carried out in the present study. The mutational bias, translational selection, and gene length are found to be the major sources of variation in synonymous codon usage in the core genome as well as in SI, the strength of translational selection being higher in core genes than in SI. In core proteins, hydrophobicity is the main source of variation in amino acid usage, expressivity and aromaticity being the second and third important sources. But in SI proteins, aromaticity is the chief source of variation, followed by expressivity and hydrophobicity. In SI proteins, both the mean molecular weight and mean aromaticity of individual proteins exhibit significant positive correlation with gene expressivity, which violate the cost-minimization hypothesis. Investigation of nucleotide substitution patterns in B. japonicum and Mesorhizobium loti orthologous genes reveals that both synonymous and non-synonymous sites of highly expressed genes are more conserved than their lowly expressed counterparts and this conservation is more pronounced in the genes present in core genome than in SI.

Amino Acids↗

PubMed1989

Codon usage in plant genes.

We have examined codon bias in 207 plant gene sequences collected from Genbank and the literature. When this sample was further divided into 53 monocot and 154 dicot genes, the pattern of relative use of synonymous codons was shown to differ between these taxonomic groups, primarily in the use of G + C in the degenerate third base. Maize and soybean codon bias were examined separately and followed the monocot and dicot codon usage patterns respectively. Codon preference in ribulose 1,5 bisphosphate and chlorophyll a/b binding protein, two of the most abundant proteins in leaves was investigated. These highly expressed are more restricted in their codon usage than plant genes in general.

Amino Acid Sequence↗

PubMed1990

Processes of genome evolution reflected by base frequency differences among Serratia marcescens genes.

The G + C content of silent sites in codons varies greatly among Serratia marcescens genes; the value in any one gene seems to reflect a balance between mutation pressure towards high G + C content and natural selection constraining choice among synonymous codons. Interestingly, non-coding sequences have substantially lower G + C content than silent sites thought to be under little selective constraint.

Base Composition↗

PubMed1991

Two types of linkage between codon usage and gene-expression levels.

The relation between codon usage and gene-expression levels is an intensively investigated and discussed topic in the field of molecular evolution. We statistically analyzed 25 Escherichia coli gene sequences by a new classification of synonymous codons and found that (i) there are two distinct types of linkage between codon usage and gene-expression levels in E. coli, and (ii) one of the two kinds of codon preferences (the codon preference concerned with interaction of GC/AT choice at three codon positions) is observed significantly in weakly expressed genes.

Base Sequence↗

PubMed2026

Codon bias variation in Staphylococcus aureus.

BACKGROUND: Staphylococcus aureus causes a multiplicity of human diseases acquired in community and healthcare settings alike around the globe. While most studies focus on coding changes to assess genome evolution and study genetic adaptation, interrogation of silent mutations in the form of synonymous codon usage bias is less well-studied. As such, understanding of patterns in codon bias at the gene and genome levels, and how codon bias impacts protein expression in S. aureus remains incomplete. METHODS: The codon bias of 2,565 protein encoding genes from NCTC 8325 was queried against all publicly available closed S. aureus genomes. Using public BioSample data, genomes were sorted by disease state, submitting institution, and collection site. Codon bias was assessed at the level of gene and genome using the codon adaptation index (CAI), calculated using 30S and 50S ribosomal genes. Gene set enrichment analysis was applied to determine associations between physiological functions, CAI gene scores, and interquartile ranges. CAI scores were also compared to an in vitro S. aureus proteomics database to correlate codon bias and protein expression. RESULTS: CAI scores varied within and between isolates at the gene and genome levels. Genes with ribosome-associated functions were most enriched among high CAI genes, and had low CAI interquartile ranges (IQR), suggesting selective pressure to maintain high expression of these genes across all S. aureus isolates. Genome sequences submitted by Aga Khan University Hospital, Nairobi, Kenya were most different from others. For the LAC USA 300 strain, CAI and protein expression were moderately positively correlated (cor = 0.534, p < 2.2e-16). CONCLUSIONS: Codon bias in S. aureus was shown to vary between gene, and to be a source of genetic variation between isolates; CAI and in vitro protein expression were positively correlated.

Staphylococcus aureus↗

PubMed2005

Comparative studies on codon usage pattern of chloroplasts and their host nuclear genes in four plant species.

A detailed comparison was made of codon usage of chloroplast genes with their host (nuclear) genes in the four angiosperm species Oryza sativa, Zea mays, Triticum aestivum and Arabidopsis thaliana. The average GC content of the entire genes, and at the three codon positions individually, was higher in nuclear than in chloroplast genes, suggesting different genomic organization and mutation pressures in nuclear and chloroplast genes. The results of Nc-plots and neutrality plots suggested that nucleotide compositional constraint had a large contribution to codon usage bias of nuclear genes in O. sativa, Z. mays, and T. aestivum, whereas natural selection was likely to be playing a large role in codon usage bias in chloroplast genomes. Correspondence analysis and chi-test showed that regardless of the genomic environment (species) of the host, the codon usage pattern of chloroplast genes differed from nuclear genes of their host species by their AU-richness. All the chloroplast genomes have predominantly A- and/or U-ending codons, whereas nuclear genomes have G-, C- or U-ending codons as their optimal codons. These findings suggest that the chloroplast genome might display particular characteristics of codon usage that are different from its host nuclear genome. However, one feature common to both chloroplast and nuclear genomes in this study was that pyrimidines were found more frequently than purines at the synonymous codon position of optimal codons.

Arabidopsis↗

PubMed2005

Translational effects of differential codon usage among intragenic domains of new genes in Drosophila.

Evolved codon usages often pose a technical challenge over the expressing of eukaryotic genes in microbial systems because of changed translational machinery. In the present study, we investigated the translational effects of intragenic differential codon usage on the expression of the new Drosophila gene, jingwei (jgw), a chimera derived from two unrelated parental genes: Ymp and Adh. We found that jgw possesses a strong intragenic differential usage of synonymous codons, i.e. the Adh-derived C-domain has a significantly higher codon bias than that of the Ymp-derived N-domain (P=0.0023 by t-test). Additional evolutionary analysis revealed the heterogeneous distribution of rare codons, implicating its role in gene regulation and protein translation. The in vitro expression of jgw further demonstrated that the heterogeneous distribution of rare codons has played a role in regulating gene expression, particularly, affecting the quality of protein translation.

Alcohol Dehydrogenase↗

PubMed1986

Natural selection versus primitive gene structure as determinant of codon usage.

Different codons are not utilized equally in known gene sequences. One of the important biases of codon usage is observed in the form of an enrichment of RNY codons, especially within RNN codon families. Such biases could represent the residue of a primitive repeating-RNY gene structure, or the outcome of natural selection, or both. Analyses based on the rates of silent substitutions, the frequencies of base doublets, and synonymous codon ratios for Escherichia coli, yeast, Drosophila and Xenopus proteins have been performed. The results rule out any significant support for a primitive repeating-RNY or repeating-RRY gene structure, and establish the important role of natural selection in determining the choice of codons. With strong intervention by natural selection, the relationship between primitive gene structure and codon usage necessarily becomes minimal.

Animals↗

PubMed2005

Heterogeneity in codon usages of sobemovirus genes.

When conventional phylogenetic trees were built using 14 genome sequences of 9 sobemoviruses, two main lineages were apparent: monocot-infecting viruses and dicot-infecting viruses. To investigate whether members of the genus Sobemovirus originated from monocot hosts or from dicot hosts, we constructed relationship trees based on Relative Synonymous Codon Usage (RSCU) of the viruses. The RSCU relationship trees grouped the monocot-infecting and dicot-infecting viruses even better than the genome phylogenetic trees. The RSCU approach also enabled direct comparisons among viral and host species. When host species were added into the RSCU tree, the viral species clustered with the monocot hosts, indicating codon usage homologies to monocots. The stability of the RSCU tree was improved when RSCU values were calculated for individual viral open reading frames (ORFs). Most interestingly, the codon usages of the viral ORF-2 that encodes the replicase showed affinity to that of the plants whereas codon usages of the other viral ORFs were not relevant to the host species. All ORF-2s from 3 monocot viruses and 4 out of 6 dicot viruses had greater RSCU affinities to sequences of ORFs in monocot than to dicot hosts, possibly indicating that ORF-2, and therefore the replicase module of sobemovirus has a monocot origin.

Arabidopsis↗

PubMed1994

Divergence in codon usage of Lactobacillus species.

We have analyzed codon usage patterns of 70 sequenced genes from different Lactobacillus species. Codon usage in lactobacilli is highly biased. Both inter-species and intra-species heterogeneity of codon usage bias was observed. Codon usage in L. acidophilus is similar to that in L. helveticus, but dissimilar to that in L. bulgaricus, L. casei, L. pentosus and L. plantarum. Codon usage in the latter three organisms is not significantly different, but is different from that in L. bulgaricus. Inter-species differences in codon usage can, at least in part, be explained by differences in mutational drift. L. bulgaricus shows GC drift, whereas all other species show AT drift. L. acidophilus and L. helveticus rarely use NNG in family-box (a set of synonymous) codons, in contrast to all other species. This result may be explained by assuming that L. acidophilus and L. helveticus, but not other species examined, use a single tRNA species for translation of family-box codons. Differences in expression level of genes are positively correlated with codon usage bias. Highly expressed genes show highly biased codon usage, whereas weakly expressed genes show much less biased codon usage. Codon usage patterns at the 5'-end of Lactobacillus genes is not significantly different from that of entire genes. The GC content of codons 2-6 is significantly reduced compared with that of the remainder of the gene. The possible implications of a reduced GC content for the control of translation efficiency are discussed.

Base Sequence↗

PubMed2005

Evidence for selection on synonymous mutations affecting stability of mRNA secondary structure in mammals.

BACKGROUND: In mammals, contrary to what is usually assumed, recent evidence suggests that synonymous mutations may not be selectively neutral. This position has proven contentious, not least because of the absence of a viable mechanism. Here we test whether synonymous mutations might be under selection owing to their effects on the thermodynamic stability of mRNA, mediated by changes in secondary structure. RESULTS: We provide numerous lines of evidence that are all consistent with the above hypothesis. Most notably, by simulating evolution and reallocating the substitutions observed in the mouse lineage, we show that the location of synonymous mutations is non-random with respect to stability. Importantly, the preference for cytosine at 4-fold degenerate sites, diagnostic of selection, can be explained by its effect on mRNA stability. Likewise, by interchanging synonymous codons, we find naturally occurring mRNAs to be more stable than simulant transcripts. Housekeeping genes, whose proteins are under strong purifying selection, are also under the greatest pressure to maintain stability. CONCLUSION: Taken together, our results provide evidence that, in mammals, synonymous sites do not evolve neutrally, at least in part owing to selection on mRNA stability. This has implications for the application of synonymous divergence in estimating the mutation rate.

Amino Acid Substitution↗