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Analysis of codon usage pattern in the radioresistant bacterium Deinococcus radiodurans.

The main factors shaping codon usage bias in the Deinococcus radiodurans genome were reported. Correspondence analysis (COA) was carried out to analyze synonymous codon usage bias. The results showed that the main trend was strongly correlated with gene expression level assessed by the "Codon Adaptation Index" (CAI) values, a result that was confirmed by the distribution of genes along the first axis. The results of correlation analysis, variance analysis and neutrality plot indicated that gene nucleotide composition was clearly contributed to codon bias. CDS length was also key factor in dictating codon usage variation. A general tendency of more biased codon usage of genes with longer CDS length to higher expression level was found. Further, the hydrophobicity of each protein also played a role in shaping codon usage in this organism, which could be confirmed by the significant correlation between the positions of genes placed on the first axis and the hydrophobicity values (r=-0.100, P<0.01). In summary, gene expression level played a crucial role, nucleotide mutational bias, CDS length and the hydrophobicity of each protein just in a minor way in shaping the codon usage pattern of D. radiodurans. Notably, 19 codons firstly defined as "optimal codons" may provide useful clues for molecular genetic engineering and evolutionary studying.

Codon↗

A functional significance for codon third bases.

Most amino acids are specified by more than one trinucleotide codon. Here we show that amino acids of differing functional importance may be distinguished by the pattern of synonymous codon usage. GC-rich genes tend to be of a greater transcriptional (p<0.01) and mitogenic (p<0.0001) significance than AT-rich genes, consistent with GC-->AT mutational drift in methylated genomic regions. Third-base GC retention also identifies critical amino acids within individual proteins, as indicated by non-random patterns of codon variation between gene homologs and also by differential sequelae of site-directed mutagenesis. Sequence analysis of human receptor tyrosine kinase genes confirms that functionally important transmembrane hydrophobic amino acids are specified by codons containing GC third bases more often than are transmembrane neutral amino acids (chi(2)=134.2). Amino acids encoded by GC third bases thus appear more tightly linked to cell function and survival than are those encoded by AT third bases.

Amino Acids↗

tRNA properties help shape codon pair preferences in open reading frames.

Translation elongation is an accurate and rapid process, dependent upon efficient juxtaposition of tRNAs in the ribosomal A- and P-sites. Here, we sought evidence of A- and P-site tRNA interaction by examining bias in codon pair choice within open reading frames from a range of genomes. Three distinct and marked effects were revealed once codon and dipeptide biases had been subtracted. First, in the majority of genomes, codon pair preference is primarily determined by a tetranucleotide combination of the third nucleotide of the P-site codon, and all 3 nt of the A-site codon. Second, pairs of rare codons are generally under-used in eukaryotes, but over-used in prokaryotes. Third, the analysis revealed a highly significant effect of tRNA-mediated selection on codon pairing in unicellular eukaryotes, Bacillus subtilis, and the gamma proteobacteria. This was evident because in these organisms, synonymous codons decoded in the A-site by the same tRNA exhibit significantly similar P-site pairing preferences. Codon pair preference is thus influenced by the identity of A-site tRNAs, in combination with the P-site codon third nucleotide. Multivariate analysis identified conserved nucleotide positions within A-site tRNA sequences that modulate codon pair preferences. Structural features that regulate tRNA geometry within the ribosome may govern genomic codon pair patterns, driving enhanced translational fidelity and/or rate.

Bacillus subtilis↗

Translational selection on codon usage in Xenopus laevis.

A correspondence analysis of codon usage in Xenopus laevis revealed that the first axis is strongly correlated with the base composition at third codon positions. The second axis discriminates between putatively highly expressed genes and the other coding sequences, with expression levels being confirmed by the analysis of Expressed sequence tag frequencies. The comparison of codon usage of the sequences displaying the extreme values on the second axis indicates that several codons are statistically more frequent among the highly expressed (mainly housekeeping) genes. Translational selection appears, therefore, to influence synonymous codon usage in Xenopus.

Amino Acids↗

Evolution of base composition in the insulin and insulin-like growth factor genes.

The genomes of homeothermic (warm-blooded) vertebrates are mosaic interspersions of homogeneously GC-rich and GC-poor regions (isochores). Evolution of genome compartmentalization and GC-rich isochores is hypothesized to reflect either selective advantages of an elevated GC content or chromosome location and mutational pressure associated with the timing of DNA replication in germ cells. To address the present controversy regarding the origins and maintenance of isochores in homeothermic vertebrates, newly obtained as well as published nucleotide sequences of the insulin and insulin-like growth factor (IGF) genes, members of a well-characterized gene family believed to have evolved by repeated duplication and divergence, were utilized to examine the evolution of base composition in nonconstrained (flanking) and weakly constrained (introns and fourfold degenerate sites) regions. A phylogeny derived from amino acid sequences supports a common evolutionary history for the insulin/IGF family genes. In cold-blooded vertebrates, insulin and the IGFs were similar in base composition. In contrast, insulin and IGF-II demonstrate dramatic increases in GC richness in mammals, but no such trend occurred in IGF-I. Base composition of the coding portions of the insulin and IGF genes across vertebrates correlated (r = 0.90) with that of the introns and flanking regions. The GC content of homologous introns differed dramatically between insulin/IGF-II and IGF-I genes in mammals but was similar to the GC level of noncoding regions in neighboring genes. Our findings suggest that the base composition of introns and flanking regions is determined by chromosomal location and the mutational pressure of the isochore in which the sequences are embedded. An elevated GC content at codon third positions in the insulin and the IGF genes may reflect selective constraints on the usage of synonymous codons.

Animals↗

Biased codon usage near intron-exon junctions: selection on splicing enhancers, splice-site recognition or something else?

Two groups recently argued that, in human genes, synonymous sites near intron-exon junctions undergo selection for correct splicing. However, neither study controlled for the possibility of an underlying nucleotide bias at the ends of exons. In this article, we show that generalized A and T enrichment exists, which could be independent of splicing regulation. Evidence for selection between synonymous codons that are associated with splicing enhancers remains after controlling for this bias, whereas support for cryptic splice-site avoidance is diminished.

Animals↗

The relation between codon usage, base correlation and gene expression level in Escherichia coli and yeast.

Based on the investigation of the relation between gene expression and the usage of synonymous codons, a method of classifying and predicting the gene expression level is proposed which is called the Self-consistent Information Clustering (SCIC). Using the modified Codon Adaption Index (CAI) values, we have accomplished the linear regression analysis on the relation between base composition, base correlation and gene expression level in Escherichia coli and yeast. The assumption of Expression-Enhancing-Network Site (EENS) is proposed, the existence of which can be demonstrated by the linear equations between gene expression and base correlations in a codon, in adjacent codons and in non-adjacent codons. The modes of base correlation of E. coli and yeast which are important to gene expression have been found and listed in this paper.

Base Sequence↗

Comparison of the nucleotide sequences of the meta-cleavage pathway genes of TOL plasmid pWW0 from Pseudomonas putida with other meta-cleavage genes suggests that both single and multiple nucleotide substitutions contribute to enzyme evolution.

TOL plasmid pWW0 from Pseudomonas putida mt-2 encodes catabolic enzymes required for the oxidation of toluene and xylenes. The structural genes for these catabolic enzymes are clustered into two operons, the xylCMABN operon, which encodes a set of enzymes required for the transformation of toluene/xylenes to benzoate/toluates, and the xylXYZLTEGFJQKIH operon, which encodes a set of enzymes required for the transformation of benzoate/toluates to Krebs cycle intermediates. The latter operon can be divided physically and functionally into two parts, the xylXYZL cluster, which is involved in the transformation of benzoate/toluates to (methyl)catechols, and the xylTEGFJQKIH cluster, which is involved in the transformation of (methyl)catechols to Krebs cycle intermediates. Genes isofunctional to xylXYZL are present in Acinetobacter calcoaceticus, and constitute a benzoate-degradative pathway, while xylTEGFJQKIH homologous encoding enzymes of a methylphenol-degradative pathway and a naphthalene-degradative pathway are present on plasmid pVI150 from P. putida CF600, and on plasmid NAH7 from P. putida PpG7, respectively. Comparison of the nucleotide sequences of the xylXYZLTEGFJQKIH genes with other isofunctional genes suggested that the xylTEGFJQKIH genes on the TOL plasmid diverged from these homologues 20 to 50 million years ago, while the xylXYZL genes diverged from the A. calcoaceticus homologues 100 to 200 million years ago. In codons where amino acids are not conserved, the substitutions rate in the third base was higher than that in synonymous codons. This result was interpreted as indicating that both single and multiple nucleotide substitutions contributed to the amino acid-substituting mutations, and hence to enzyme evolution. This observation seems to be general because mammalian globin genes exhibit the same tendency.

Amino Acid Sequence↗

Selection pressures on codon usage in the complete genome of bacteriophage T7.

We searched the complete 39,936 base DNA sequence of bacteriophage T7 for nonrandomness that might be attributed to natural selection. Codon usage in the 50 genes of T7 is nonrandom, both over the whole code and among groups of synonymous codons. There is a great excess of purine- any base-pyrimidine (RNY) codons. Codon usage varies between genes, but from the pooled data for the whole genome (12,145 codons) certain putative selective constraints can be identified. Codon usage appears to be influenced by host tRNA abundance (particularly in highly expressed genes), tRNA-mRNA (one such interaction being perhaps responsible for maintaining the excess of RNY codons) and a lack of short palindromes. This last constraint is probably due to selection against host restriction enzyme recognition sites; this is the first report of an effect of this kind on codon usage. Selection against susceptibility to mutational damage does not appear to have been involved.

Base Sequence↗

Correlation between sequence conservation of the 5' untranslated region and codon usage bias in Mus musculus genes.

The codon adaptation index (CAI) values of all protein-coding sequences of the full-length cDNA libraries of Mus musculus were computed based on the RIKEN mouse full-length cDNA library. We have also computed the extent of consensus in flanking sequences of the initiator ATG codon based on the 'relative entropy' values of respective nucleotide positions (from -20 to +12 bp relative to the initiator ATG codon) for each group of genes classified by CAI values. With regard to the two nucleotides positions (-3 and +4) known to be highly conserved in Kozak's consensus sequence, a clear correlation between CAI values and relative entropy values was observed at position -3 but this was not significant at position +4, although a significant correlation was found at position -1 of the consensus sequence. Further, although no correlation was observed at any additional positions, relative entropy values were very high at positions -4, -6, and -8 in genes with high CAI values. These findings suggest that the extent of conservation in the flanking sequence of the initiator ATG codon including Kozak's consensus sequence was an important factor in modulation of the translation efficiency as well as synonymous codon usage bias particularly in highly expressed genes.

5' Untranslated Regions↗

Codon usage in plant peroxidase genes.

Codon preference and asymmetry in usage in the DNA sequences encoding the mature enzyme protein of 24 plant peroxidases from 12 different species were examined. Codon usage in highly conserved/non-conserved areas of the sequences was analysed, as well as possible deficiency/excess in CpG dinucleotides in the pairs of codon positions. Sequence relationships displayed by overall codon usage, dinucleotide frequencies within codons, and amino acid sequences were also studied. The main findings were: (1) Monocots clustered separately from dicots for overall codon usage and dinucleotide frequencies in codon positions 2 and 3, with six and seven clusters respectively discernible among these 24 peroxidase sequences. The monocot/dicot distinction disappeared in the four clusters among the mature protein amino acid sequences. Overall codon usage in sequences from monocotyledon and dicotyledon species differed, the monocots favouring codons with C or G in the third position. (2) Codon usage was biassed in many sequences, asymmetry was particularly noticeable in the monocots. (3) For repeated amino acids within conserved areas, codon preference appeared dependent on the order in which the repeated amino acid occurred, so that its usage of synonymous codons frequently balanced out.

Amino Acid Sequence↗

Evolutionary rates and expression level in Chlamydomonas.

In many biological systems, especially bacteria and unicellular eukaryotes, rates of synonymous and nonsynonymous nucleotide divergence are negatively correlated with the level of gene expression, a phenomenon that has been attributed to natural selection. Surprisingly, this relationship has not been examined in many important groups, including the unicellular model organism Chlamydomonas reinhardtii. Prior to this study, comparative data on protein-coding sequences from C. reinhardtii and its close noninterfertile relative C. incerta were very limited. We compiled and analyzed protein-coding sequences for 67 nuclear genes from these taxa; the sequences were mostly obtained from the C. reinhardtii EST database and our C. incerta EST data. Compositional and synonymous codon usage biases varied among genes within each species but were highly correlated between the orthologous genes of the two species. Relative rates of synonymous and nonsynonymous substitution across genes varied widely and showed a strong negative correlation with the level of gene expression estimated by the codon adaptation index. Our comparative analysis of substitution rates in introns of lowly and highly expressed genes suggests that natural selection has a larger contribution than mutation to the observed correlation between evolutionary rates and gene expression level in Chlamydomonas.

Animals↗

Correlation of codon bias measures with mRNA levels: analysis of transcriptome data from Escherichia coli.

Although codon usage is often represented by a 61-dimensional vector, the ability of determining the codon bias in a gene relies on a uni-dimensional vector which measures the total bias in usage of synonymous codons. Codon usage is receiving more and more focus because codon biases might be valuable tools to predict and optimize gene/protein expression. How good any of these measures is for correlating codon usage with gene and protein expression has yet to be investigated. In this study, we correlated gene transcript levels in Escherichia coli with codon usage, using a number of different codon bias measures. We found that there is a significant correlation between transcript levels and codon bias measures, suggesting that these measures can be used to assess or predict gene expression. The codon bias measure performing best in this context was the codon adaptation index.

Codon↗

How optimized is the translational machinery in Escherichia coli, Salmonella typhimurium and Saccharomyces cerevisiae?

The optimization of the translational machinery in cells requires the mutual adaptation of codon usage and tRNA concentration, and the adaptation of tRNA concentration to amino acid usage. Two predictions were derived based on a simple deterministic model of translation which assumes that elongation of the peptide chain is rate-limiting. The highest translational efficiency is achieved when the codon recognized by the most abundant tRNA reaches the maximum frequency. For each codon family, the tRNA concentration is optimally adapted to codon usage when the concentration of different tRNA species matches the square-root of the frequency of their corresponding synonymous codons. When tRNA concentration and codon usage are well adapted to each other, the optimal content of all tRNA species carrying the same amino acid should match the square-root of the frequency of the amino acid. These predictions are examined against empirical data from Escherichia coli, Salmonella typhimurium, and Saccharomyces cerevisiae.

Codon↗

Codon usage in nucleopolyhedroviruses.

Phylogenetic analyses based on baculovirus polyhedrin nucleotide and amino acid sequences revealed two major nucleopolyhedrovirus (NPV) clades, designated Group I and Group II. Subsequent phylogenetic analyses have revealed three Group II subclades, designated A, B and C. Variations in amino acid frequencies determine the extent of dissimilarity for divergent but structurally and functionally conserved genes and therefore significantly influence the analysis of phylogenetic relationships. Hence, it is important to consider variations in amino acid codon usage. The Genome Hypothesis postulates that genes in any given genome use the same coding pattern with respect to synonymous codons and that genes in phylogenetically related species generally show the same pattern of codon usage. We have examined codon usage in six genes from six NPVs and found that: (1) there is significant variation in codon use by genes within the same virus genome; (2) there is significant variation in the codon usage of homologous genes encoded by different NPVs; (3) there is no correlation between the level of gene expression and codon bias in NPVs; (4) there is no correlation between gene length and codon bias in NPVs; and (5) that while codon use bias appears to be conserved between viruses that are closely related phylogenetically, the patterns of codon usage also appear to be a direct function of the GC-content of the virus-encoded genes.

Animals↗

Genetic code and optimal resistance to the effects of mutations.

This paper deals with the notion of resistance of the genetic code to the effects of mutations. We measure the resistance of a group of t codons as the number of pairs of those which differ from each other in only one of their three bases. We find for each value of t the maximum possible value of the resistance and we describe some groups of codons giving this value. Important examples of such configurations are found in the genetic code, among these are the groups of synonymous codons, as observed elsewhere, and the cluster of codons which have an hydrophobic amino acid for translation.

Base Sequence↗

Codon usage bias and base composition in MHC genes in humans and common chimpanzees.

Codon bias and base composition in major histocompatibility complex (MHC) sequences have been studied for both class I and II loci in Homo sapiens and Pan troglodytes. There is low to moderate codon bias for the MHC of humans and chimpanzees. In the class I loci, the same level of moderate codon bias is seen for HLA-B, HLA-C, Patr-A, Patr-B, and Patr-C, while at HLA-A the level of codon bias is lower. There is a correlation between codon usage bias and G+C content in the A and B loci in humans and chimps, but not at the C locus. To examine the effect of diversifying selection on codon bias, we subdivided class I alleles into antigen recognition site (ARS) and non-ARS codons. ARS codons had lower bias than non-ARS codons. This may indicate that the constraint of codon bias on nucleotide substitution may be selected against in ARS codons. At the class II loci, there are distinct differences between alpha and beta chain genes with respect to codon usage, with the beta chain genes being much more biased. Species-specific differences in base composition were seen in exon 2 at the DRB1 locus, with lower GC content in chimpanzees. Considering the complex evolutionary history of MHC genes, the study of codon usage patterns provides us with a better understanding of both the evolutionary history of these genes and the evolution of synonymous codon usage in genes under natural selection.

Animals↗

Translation rate modification by preferential codon usage: intragenic position effects.

We present a model for calculating the protein production rate as a function of the translation rate. The model takes into account that the elongation rate along an mRNA molecule is non-uniform as a result of different tRNA availabilities for different codons. Initiation of ribosomes on an mRNA is normally the rate-limiting step in the translation process, and blocking of the initiation site can be avoided if the codons closest to this site allow fast translation by the ribosome. Hence, different selective forces may act on the choice of synonymous codons in the initiation region than elsewhere on a given mRNA. We show that the elongation rate along the whole mRNA influences the production rate of abundant proteins, whereas only the elongation rate in the initiation region is of importance for the production rate of rare proteins. We also present an analysis of the codon distribution along known mRNAs coding for abundant and rare proteins.

Bacterial Proteins↗