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PubMed2002

Synonymous codon usage is subject to selection in thermophilic bacteria.

The patterns of synonymous codon usage, both within and among genomes, have been extensively studied over the past two decades. Despite the accumulating evidence that natural selection can shape codon usage, it has not been possible to link a particular pattern of codon usage to a specific external selective force. Here, we have analyzed the patterns of synonymous codon usage in 40 completely sequenced prokaryotic genomes. By combining the genes from several genomes (more than 80 000 genes in all) into a single dataset for this analysis, we were able to investigate variations in codon usage, both within and between genomes. The results show that synonymous codon usage is affected by two major factors: (i) the overall G+C content of the genome and (ii) growth at high temperature. This study focused on the relationship between synonymous codon usage and the ability to grow at high temperature. We have been able to eliminate both phylogenetic history and lateral gene transfer as possible explanations for the characteristic pattern of codon usage among the thermophiles. Thus, these results demonstrate a clear link between a particular pattern of codon usage and an external selective force.

Bacteria↗
PubMed1995

Contextual constraints in the choice of synonymous codons.

From EMBL Nucleotide Sequence Database, protein coding sequences of all E. coli and its DNA phages, were extracted using our computer programme. Same programme has been used to form a database of sequence of oligonucleotides of length 18 nucleotides on both sides of each of the 61 codons. From analysis of this database and study of variations in twist parameter (Tw) values, as an indicator of sequence dependent variations in B-DNA helix, a method is developed to fix the codon among the set of synonymous codons. The accuracy of the method was checked on enlarged data set by adding data from more prokaryotes. Our method assign the codon 85-90% times correctly if the selection has to be made between codons having different sequence in terms of R and Y. The accuracy of the method is somewhat lower when choice of the codon has to be made between codons having same codes in terms of R and Y. This study points out that the major factors which decide the choice of a codon from a set of synonymous codons are contextual constraints arising from flanking regions.

Base Sequence↗
PubMed2006

Factors influencing synonymous codon and amino acid usage biases in Mimivirus.

Synonymous codon and amino acid usage biases have been investigated in 903 Mimivirus protein-coding genes in order to understand the architecture and evolution of Mimivirus genome. As expected for an AT-rich genome, third codon positions of the synonymous codons of Mimivirus carry mostly A or T bases. It was found that codon usage bias in Mimivirus genes is dictated both by mutational pressure and translational selection. Evidences show that four factors such as mean molecular weight (MMW), hydropathy, aromaticity and cysteine content are mostly responsible for the variation of amino acid usage in Mimivirus proteins. Based on our observation, we suggest that genes involved in translation, DNA repair, protein folding, etc., have been laterally transferred to Mimivirus a long ago from living organism and with time these genes acquire the codon usage pattern of other Mimivirus genes under selection pressure.

Amino Acids↗
PubMed1991

The selection-mutation-drift theory of synonymous codon usage.

It is argued that the bias in synonymous codon usage observed in unicellular organisms is due to a balance between the forces of selection and mutation in a finite population, with greater bias in highly expressed genes reflecting stronger selection for efficiency of translation. A population genetic model is developed taking into account population size and selective differences between synonymous codons. A biochemical model is then developed to predict the magnitude of selective differences between synonymous codons in unicellular organisms in which growth rate (or possibly growth yield) can be equated with fitness. Selection can arise from differences in either the speed or the accuracy of translation. A model for the effect of speed of translation on fitness is considered in detail, a similar model for accuracy more briefly. The model is successful in predicting a difference in the degree of bias at the beginning than in the rest of the gene under some circumstances, as observed in Escherichia coli, but grossly overestimates the amount of bias expected. Possible reasons for this discrepancy are discussed.

Amino Acyl-tRNA Synthetases↗
PubMed2006

Temperature adaptation of synonymous codon usage in different functional categories of genes: a comparative study between homologous genes of Methanococcus jannaschii and Methanococcus maripaludis.

Synonymous codon usage of homologous sequences between Methanococcus jannaschii and Methanococcus maripaludis have been analyzed in three broad functional categories of genes namely: (i) information storage and processing; (ii) metabolism; and (iii) cellular processes and signaling. Average values of synonymous nucleotide substitutions per synonymous site are significantly lower for information processing genes compared to either metabolic or cellular processing genes. These results suggests that synonymous codon usage has been subject to greater constraint in the information storage and processing group of genes compared to other functional categories of genes. For metabolic and cellular processing genes, correspondence analysis based on relative synonymous codon usage (RSCU) values separates the genes along the first major axes according to the genome type; while in the information processing group, genes are separated along the second major axes according to the genome type. Further study on synonymous substitution rate for information processing genes shows a stronger selective constraint on synonymous codon usage of six amino acids, G,A,R,P,Y,F. Randomization of the original transcript of M. jannaschii for information processing genes suggests that variation in selective constraint between synonymous codon usage is related to the potential formation of mRNA secondary structures which contribute to the folding stability.

Adaptation, Biological↗
PubMed2001

Synonymous codon usage in bacteria.

In most bacteria, synonymous codons are not used with equal frequencies. Different factors have been proposed to contribute to codon usage preference, including translational selection, GC composition, strand-specific mutational bias, amino acid conservation, protein hydropathy, transcriptional selection and even RNA stability. The review discusses these factors and their contribution to bias in synonymous codon usage in bacterial genomes.

Bacteria↗
PubMed2000

Studies on the relationships between the synonymous codon usage and protein secondary structural units.

The relationship between the synonymous codon usage and protein secondary structural elements (alpha helices and beta sheets) were reinvestigated by taking structural information of proteins from Protein Data Bank (PDB) and their corresponding mRNA sequences from GenBank for four different organisms E. coli, B. subtilis, S. cerevisiae, and Homo sapiens. It was observed that synonymous codon families have non-random codon usage, but there does not exist any species invariant universal correlation between the synonymous codon usage and protein secondary structural elements. The secondary structural units of proteins can be distinguished from the occurrences of bases at the second codon position.

Amino Acids↗
PubMed2006

Synonymous codon usage and its potential link with optimal growth temperature in prokaryotes.

The relationship between codon usage in prokaryotes and their ability to grow at extreme temperatures has been given much attention over the past years. Previous studies have suggested that the difference in synonymous codon usage between (hyper)thermophiles and mesophiles is a consequence of a selective pressure linked to growth temperature. Here, we performed an updated analysis of the variation in synonymous codon usage with growth temperature; our study includes a large number of species from a wide taxonomic and growth temperature range. The presence of psychrophilic species in our study allowed us to test whether the same selective pressure acts on synonymous codon usage at very low growth temperature. Our results show that the synonymous codon usage for Arg (through the AGG, AGA and CGT codons) is the most discriminating factor between (hyper)thermophilic and non-thermophilic species, thus confirming previous studies. We report the unusual clustering of an Archaeal psychrophile with the thermophilic and hyperthermophilic species on the synonymous codon usage factorial map; the other psychrophiles in our study cluster with the mesophilic species. Our conclusion is that the difference in synonymous codon usage between (hyper)thermophilic and non-thermophilic species cannot be clearly attributed to a selective pressure linked to growth at high temperatures.

Archaea↗
PubMed1986

An evolutionary perspective on synonymous codon usage in unicellular organisms.

Observed patterns of synonymous codon usage are explained in terms of the joint effects of mutation, selection, and random drift. Examination of the codon usage in 165 Escherichia coli genes reveals a consistent trend of increasing bias with increasing gene expression level. Selection on codon usage appears to be unidirectional, so that the pattern seen in lowly expressed genes is best explained in terms of an absence of strong selection. A measure of directional synonymous-codon usage bias, the Codon Adaptation Index, has been developed. In enterobacteria, rates of synonymous substitution are seen to vary greatly among genes, and genes with a high codon bias evolve more slowly. A theoretical study shows that the patterns of extreme codon bias observed for some E. coli (and yeast) genes can be generated by rather small selective differences. The relative plausibilities of various theoretical models for explaining nonrandom codon usage are discussed.

Amino Acid Sequence↗
PubMed2003

Folding type specific secondary structure propensities of synonymous codons.

We have proposed new amino acid secondary structure propensities in proteins with different folding types based on synonymous codons. They have been derived from 200 all alpha, all beta, alpha/beta, and alpha + beta proteins of known structures and their coding genes. The secondary structure propensities of the same codon in gene coding for different folding type proteins are not the same. For instance, amino acid Ile coded by AUU is indifferent to form the alpha unit in the alpha + beta protein class, but it is a former and a breaker for the alpha unit in the all alpha protein class and the alpha/beta class, respectively. On the other hand, the secondary structure propensities of different synonymous codons in the coding genes with the same folding type are also not all the same. As an example, CGU, CGG, and AGA, which are synonymous codons of Arg, are preferential to form the alpha unit in all alpha proteins, while CGA is an alpha unit breaker and the other two synonymous codons, CGC and AGG, are indifferent to form or break the alpha unit. As a result, protein secondary structure information contained both in mRNA sequences and in amino acid sequences has been introduced in these codon-based amino acid secondary structure propensities. These codon-based amino acid secondary structure propensities are helpful to in vitro protein design and protein secondary structure prediction.

Amino Acid Sequence↗
PubMed2000

[Synonymous codon usage in Pichia pastoris].

According to the synonymous codons used in 28 open reading frames from Pichia pastoris, the codon usage in this species was calculated and 19 codons have been inferred to be its optimal codons. The results show that pattern of the codon usage in P. pastoris is similar to that in S. cerevisiae and in K. lactis except for the synonymous codon of glutamic acid, which may be the special bias of P. pastoris.

Codon↗
PubMed1994

DNA mismatch repair and synonymous codon evolution in mammals.

It has been suggested that the differences in synonymous codon use between mammalian genes within a genome are due to differences in the efficiency of DNA mismatch repair. This hypothesis was tested by developing a model of mismatch repair, which was used to predict the expected relationship between the rate of substitution and G+C content at silent sites. It was found that the silent-substitution rate should decline with increasing G+C content over most of the G+C-content range, if it is assumed that mismatch repair is G+C biased, an assumption which is supported by data. This prediction was then tested on a set of 58 primate and artiodactyl genes. There was no evidence of a direct decline in substitution rate with increasing G+C content, for either twofold- or fourfold-degenerate sites. It was therefore concluded that variation in the efficiency of mismatch repair is not responsible for the differences in synonymous codon use between mammalian genes. In support of this conclusion, analysis of the model also showed that the parameter range over which mismatch repair can explain the differences in synonymous codon use between genes is very small.

Animals↗
PubMed1999

The nonrandom location of synonymous codons suggests that reading frame-independent forces have patterned codon preferences.

Biased codon usage is common in eukaryotic and prokaryotic genes. Evidence from Escherichia, Saccharomyces, and Drosophila indicates that it favors translational efficiency and accuracy. However, to date no functional advantages have been identified in the codon-anticodon interactions involving the most frequently used (preferred) codons. Here we present evidence that forces not related to the individual codon-anticodon interaction may be involved in determining which synonymous codons are preferred or avoided. We show that the "off-frame" trinucleotide motif preferences inferrable from Drosophila coding regions are often in the same direction as Drosophila's "in-frame" codon preferences, i.e., its codon usage. The off-frame preferences were inferred from the nonrandomness of the location of confamilial synonymous codons along coding regions-a pattern often described as a context dependence of nucleotide choice at synonymous positions or as codon-pair bias. We relied on randomizations of the location of confamilial codons that do not alter, and cannot be influenced by, the encoded amino acid sequences, codon usage, or base composition of the genes examined. The statistically significant congruency of in-frame and off-frame trinucleotide preferences suggests that the same kind of reading-frame-independent force(s) may also influence synonymous codon choice. These forces may have produced biases in codon usage that then led to the evolution of the translational advantages of these motifs as preferred codons. Under this scenario, tRNA pool size differences between preferred and nonpreferred codons initially were evolved to track the default overrepresentation of codons with preferred motifs. The motif preference hypothesis can explain the structuring of codon preferences and the similarities in the codon usages of distantly related organisms.

Amino Acid Sequence↗
PubMed2004

A novel method of analyzing proline synonymous codons in E. coli.

Proline is a special imino acid in protein and the isomerization of the prolyl peptide bond has notable biological significance and influences the final structure of protein greatly, so the correlation between proline synonymous codon usage and local amino acid, the correlation between proline synonymous codon usage and the isomerization of the prolyl peptide bond were both investigated in the Escherichia coli genome by using a novel method based on information theory. The results show that in peptide chain, the residue at the first position C-terminal influences the usage of proline synonymous codon greatly and proline synonymous codons contain some factors influencing the isomerization of the prolyl peptide bond.

Codon↗
PubMed2005

Synonymous codon usage in adenoviruses: influence of mutation, selection and protein hydropathy.

Trends in synonymous codon usage in adenoviruses have been examined through the multivariate statistical analysis on the annotated protein-coding regions of 22 adenoviral species, for which complete genome sequences are available. One of the major determinants of such trends is the G+C content at third codon positions of the genes, the average value of which varied from one viral genome to other depending on the overall mutational bias of the species. G3S and C3S interacted synergistically along the first principal axis of correspondence analysis on the Relative Synonymous Codon Usage of adenoviral genes, but antagonistically along the second principal axis. The intra-genomic variation in codon usage pattern in adenoviruses is generally influenced by asymmetrical mutational bias in two DNA strands. Other major determinants of the trends are the natural selection, putatively operative at the level of translation and quite interestingly, hydropathy of the encoded proteins. The trends in codon usage, though characterized by distinct virus-specific mutational bias, do not exhibit any sign of host-specificity. Significant variations are observed in synonymous codon choice in structural and nonstructural genes of adenoviruses.

Adenoviridae↗
PubMed2005

Factors influencing the synonymous codon and amino acid usage bias in AT-rich Pseudomonas aeruginosa phage PhiKZ.

To reveal how the AT-rich genome of bacteriophage PhiKZ has been shaped in order to carry out its growth in the GC-rich host Pseudomonas aeruginosa, synonymous codon and amino acid usage bias of PhiKZ was investigated and the data were compared with that of P. aeruginosa. It was found that synonymous codon and amino acid usage of PhiKZ was distinct from that of P. aeruginosa. In contrast to P. aeruginosa, the third codon position of the synonymous codons of PhiKZ carries mostly A or T base; codon usage bias in PhiKZ is dictated mainly by mutational bias and, to a lesser extent, by translational selection. A cluster analysis of the relative synonymous codon usage values of 16 myoviruses including PhiKZ shows that PhiKZ is evolutionary much closer to Escherichia coli phage T4. Further analysis reveals that the three factors of mean molecular weight, aromaticity and cysteine content are mostly responsible for the variation of amino acid usage in PhiKZ proteins, whereas amino acid usage of P. aeruginosa proteins is mainly governed by grand average of hydropathicity, aromaticity and cysteine content. Based on these observations, we suggest that codons of the phage-like PhiKZ have evolved to preferentially incorporate the smaller amino acid residues into their proteins during translation, thereby economizing the cost of its development in GC-rich P. aeruginosa.

Amino Acids↗
PubMed2006

AT2-AT3-profiling: a new look at synonymous codon usage.

The teleology of synonymous codon usage (SCU) still awaits a unifying concept. Here the 2nd codon letter of human mRNA-codons was graphically, aided by a computer program, put in relation to the 3rd codon letter, the carrier of SCU: AT2, the density of A+T in 2nd codon position, behaves to AT3, the analogous density of the 3rd codon position, mostly in an inverse fashion that can be expressed as typical figures: mRNAs with an overall AT-density below 50% have a tendency to produce bulky figures called "red dragons" (when redness is attributed to graph-areas, where AT3< AT2), while mRNAs with an AT-density above 50% produce a pattern called "harlequin" consisting of alternating red and blue (blueness, in analogy, when AT3>AT2) diamonds. With more diversion of AT3 from AT2, the harlequin patterns can assume the pattern of a "blue dragon". By analysing the mRNA of known proteins, these patterns can be correlated with certain functional regions: proteins with multiple transmembrane passages show bulky "red dragons", structural proteins with a high glycine- and proline content such as collagen result in "blue dragons". Non-coding mRNAs tend to show a balance between AT2 and AT3 and hence "harlequin patterns". Signal peptides usually code red due to a low AT3 with an AT2-density at the expectance level. With this technique DNA-sequences of as yet unknown functional meaning were scanned. When stretches of harlequin patterns appear interrupted by red or blue dragons, closer scrutiny of these stretches can reveal ORFs which deserve to be looked at more closely for their protein-informational content. At least in humans, SCU appears to follow protein-dependent AT2-density in a reciprocal fashion and does not seem to serve the purpose of influencing mRNA secondary structure which is discussed in depth.

Animals↗
PubMed1996

Synonymous codon bias is related to gene length in Escherichia coli: selection for translational accuracy?

The levels of synonymous codon bias is shown to be positively correlated to gene length in Escherichia coli genes which are thought to be expressed at similar levels; these are genes whose products are present in multimeric proteins in equimolar amounts. It is argued that the positive correlation could be caused by selection to avoid missense errors during translation. Since the cost of producing a protein is proportional to its length, selection in favor of codons which increase accuracy should be greater in longer genes, and long genes should therefore have higher synonymous codon bias. It is also shown that there is variation in synonymous codon use which is independent of either expression level, gene length, amino acid composition, or chromosomal location. This variation is consistent with selection for translational accuracy but may have other origins.

Codon↗