A universal compositional correlation among codon positions.

We have investigated the compositional distributions of third codon positions of genes from the 16 prokaryotes and seven eukaryotes for which the largest numbers of coding sequences are available in data banks. In prokaryotes, both narrow and broad distributions were found. In eukaryotes, distributions were very broad (except for Saccharomyces cerevisiae) and remarkably different for different genomes. In low-GC genomes, third codon positions were lower in GC than first + second codon positions and trailed towards high GC; the opposite situation was found for high-GC genomes. In all genomes, first codon positions were higher in GC than second codon positions. We then investigated the compositional correlations between third and first + second codon positions in prokaryotic genomes (the 16 mentioned above plus 87 additional ones) and in genome compartments of eukaryotes. A general, common relationship was found, which also holds within the same (heterogeneous) genomes. This universal correlation is due to the fact that the relative effects of compositional constraints on different codon positions are the same, on the average, whatever the genome under consideration.     

The compositional patterns of the avian genomes and their evolutionary implications

The compositional distributions of large (main-band) DNA fragments from eight birds belonging to eight different orders (including both paleognathous and neognathous species) are very broad and extremely close to each other. These findings, which are paralleled by the compositional similarity of homologous coding sequences and their codon positions, support the idea that birds are a monophyletic group.The compositional distribution of third-codon positions of genes from chicken, the only avian species for which a relatively large number of coding sequences is known, is very broad and bimodal, the minor GC-richer peak reaching 100% GC. The very high compositional heterogeneity of avian genomes is accompanied (as in the case of mammalian genomes) by a very high speciation rate compared to cold-blooded vertebrates which are characterized by genomes that are much less heterogeneous. The higher GC levels attained by avian compared to mammalian genomes might be correlated with the higher body temperature (41–43°C) of birds compared to mammals (37°C).A comparison of GC levels of coding sequences and codon positions from man and chicken revealed very close average GC levels and standard deviations. Homologous coding sequences and codon positions from man and chicken showed a surprisingly high degree of compositional similarity which was, however, higher for GC-poor than for GC-rich sequences. This indicates that GC-poor isochores of warm-blooded vertebrates reflect the composition of the isochores of the genome of the common reptilian ancestor of mammals and birds, which underwent only a small compositional change at the transition from cold- to warm-blooded vertebrates. In contrast, the GC-rich isochores of birds and mammals are the result of large compositional changes at the same evolutionary transition, where were in part different in the two classes of warm-blooded vertebrates.Correspondence to: G. Bernaadi     

Compositional properties of nuclear genes from cold-blooded vertebrates

Summary We have investigated the compositional properties of coding sequences from cold-blooded vertebrates and we have compared them with those from warm-blooded vertebrates. Moreover, we have studied the compositional correlations of coding sequences with the genomes in which they are contained, as well as the compositional correlations among the codon positions of the genes analyzed.The distribution of GC levels of the third codon positions of genes from cold-blooded vertebrates are distinctly different from those of warm-blooded vertebrates in that they do not reach the high values attained by the latter. Moreover, coding sequences from cold-blooded vertebrates are either equal, or, in most cases, lower in GC (not only in third, but also in first and second codon positions) than homologous coding sequences from warm-blooded vertebrates; higher values are exceptional. These results at the gene level are in agreement with the compositional differences between cold-blooded and warm-blooded vertebrates previously found at the whole genome (DNA) level (Bernardi and Bernardi 1990a,b).Two linear correlations were found: one between the GC levels of coding sequences (or of their third codon positions) and the GC levels of the genomes of cold-blooded vertebrates containing them; and another between the GC levels of third and first+ second codon positions of genes from cold-blooded vertebrates. The first correlation applies to the genomes (or genome compartments) of all vertebrates and the second to the genes of all living organisms. These correlations are tantamount to a genomic code.     

Uncorrected nucleotide bias in mtDNA can mimic the effects of positive Darwinian selection

The relative rates of nucleotide substitution at synonymous and nonsynonymous sites within protein-coding regions have been widely used to infer the action of natural selection from comparative sequence data. It is known, however, that mutational and repair biases can affect rates of evolution at both synonymous and nonsynonymous sites. More importantly, it is also known that synonymous sites are particularly prone to the effects of nucleotide bias. This means that nucleotide biases may affect the calculated ratio of substitution rates at synonymous and nonsynonymous sites. Using a large data set of animal mitochondrial sequences, we demonstrate that this is, in fact, the case. Highly biased nucleotide sequences are characterized by significantly elevated dN/dS ratios, but only when the nucleotide frequencies are not taken into account. When the analysis is repeated taking the nucleotide frequencies at each codon position into account, such elevated ratios disappear. These results suggest that the recently reported differences in dN/dS ratios between vertebrate and invertebrate mitochondrial sequences could be explained by variations in mitochondrial nucleotide frequencies rather than the effects of positive Darwinian selection.     

Different hydrophobicities of orthologous proteins from Xenopus and human

A compositional transition was previously detected by comparing orthologous coding sequences from cold- and warm-blooded vertebrates (see Bernardi, G., Hughes, S., Mouchiroud, D., 1997. The major compositional transitions in the vertebrate genome. J. Mol. Evol. 44, S44-S51 for a review). The transition is characterized by higher GC levels (GC is the molar ratio of guanine+cytosine in DNA) and, especially, by higher GC3 levels (GC3 is the GC level of third codon positions) in coding sequences from warm-blooded vertebrates. This transition essentially affects GC-rich genes, although the nucleotide substitution rate is of the same order of magnitude in both GC-poor and GC-rich genes. In order to understand the evolutionary basis of the changes, we have compared the hydrophobicity of orthologous proteins from Xenopus and human. Although the differences are small in proteins encoded by coding sequences ranging from 0 to 65% in GC3, they are large in the proteins encoded by sequences characterized by GC3 values higher than 65%. The latter proteins are more hydrophobic in human than in Xenopus.     

Recovering motifs from biased genomes: application of signal correction

A significant problem in biological motif analysis arises when the background symbol distribution is biased (e.g. high/low GC content in the case of DNA sequences). This can lead to overestimation of the amount of information encoded in a motif. A motif can be depicted as a signal using information theory (IT). We apply two concepts from IT, distortion and patterned interference (a type of noise), to model genomic and codon bias respectively. This modeling approach allows us to correct a raw signal to recover signals that are weakened by compositional bias. The corrected signal is more likely to be discriminated from a biased background by a macromolecule. We apply this correction technique to recover ribosome-binding site (RBS) signals from available sequenced and annotated prokaryotic genomes having diverse compositional biases. We observed that linear correction was sufficient for recovering signals even at the extremes of these biases. Further comparative genomics studies were made possible upon correction of these signals. We find that the average Euclidian distance between RBS signal frequency matrices of different genomes can be significantly reduced by using the correction technique. Within this reduced average distance, we can find examples of class-specific RBS signals. Our results have implications for motif-based prediction, particularly with regards to the estimation of reliable inter-genomic model parameters.     

Composition strand asymmetries in prokaryotic genomes: mutational bias and biased gene orientation

Most prokaryotic genomes display strand compositional asymmetries, but the reasons for these biases remain unclear. When the distribution of gene orientation is biased, as it often is, this may induce a bias in composition, as codon frequencies are not identical. We show here that this effect can be estimated and removed, and that the residual base skews are the highest at third base codon positions and lower at first and second positions. This strongly suggests that compositional asymmetries result from 1) a replication-related mutational bias that is filtered through selective pressure and/or from 2) an uneven distribution of gene orientation. In most cases, the mutational bias alters the codon usage and amino acid frequencies of the leading and the lagging strand. However, these features are not ubiquitous amongst prokaryotes, and the biological reasons for them remain to be found.     

Analysis of the Relationship between Genomic GC Content and Patterns of Base Usage,Codon Usage and Amino Acid Usage in Prokaryotes: Similar GC Content Adopts Similar Compositional Frequencies Regardless of the Phylogenetic Lineages

The GC contents of 2670 prokaryotic genomes that belong to diverse phylogenetic lineages were analyzed in this paper. These genomes had GC contents that ranged from 13.5% to 74.9%. We analyzed the distance of base frequencies at the three codon positions, codon frequencies, and amino acid compositions across genomes with respect to the differences in the GC content of these prokaryotic species. We found that although the phylogenetic lineages were remote among some species, a similar genomic GC content forced them to adopt similar base usage patterns at the three codon positions, codon usage patterns, and amino acid usage patterns. Our work demonstrates that in prokaryotic genomes: a) base usage, codon usage, and amino acid usage change with GC content with a linear correlation; b) the distance of each usage has a linear correlation with the GC content difference; and c) GC content is more essential than phylogenetic lineage in determining base usage, codon usage, and amino acid usage. This work is exceptional in that we adopted intuitively graphic methods for all analyses, and we used these analyses to examine as many as 2670 prokaryotes. We hope that this work is helpful for understanding common features in the organization of microbial genomes.     

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.     

Codon usage and genome composition

Summary The GC levels of codon third positions from 49 genomes coveering a wide phylogenetic range are linearly correlated with the GC levels of the corresponding genomes. Three different relationships have been found: one for prokaryotes and viruses, one for lower eukaryotes, and one for vertebrates. All points not fitting the first relationship can be brought into quasi coincidence with it when plotted against GC levels of coding sequences.     

Fine structural features of the chloroplast genome: comparison of the sequenced chloroplast genomes.

The entire nucleotide sequences of the rice, tobacco and liverwort chloroplast genomes have been determined. We compared all the chloroplast genes, open reading frames and spacer regions in the plastid genomes of these three species in order to elucidate general structural features of the chloroplast genome. Analyses of homology, GC content and codon usage of the genes enabled us to classify them into two groups: photosynthesis genes and genetic system genes. Based on comparisons of homology, GC content and codon usage, unidentified ORFs can also be assigned to each of these groups such that it is possible to speculate about the functions of products which may be produced by these ORFs. The spacer regions and intron sequences were compared and found to have no obvious homology between rice and liverwort or between tobacco and liverwort.     

Gene distribution and isochore organization in the nuclear genome of plants.

The genomic distribution of 23 nuclear genes from three dicotyledons (pea, sunflower, tobacco) and five monocotyledons of the Gramineae family (barley, maize, rice, oat, wheat) was studied by localizing these genes in DNA fractions obtained by preparative centrifugation in Cs2SO4/BAMD density gradients. Each one of these genes (and of many other related genes and pseudogenes) was found to be located in DNA fragments (50-100 Kb in size) that were less than 1-2% GC apart from each other. This definitively demonstrates the existence of isochores in plant genomes, namely of compositionally homogeneous DNA regions at least 100-200 Kb in size. Moreover, the GC levels of the 23 coding sequences studied, of their first, second and third codon positions, and of the corresponding introns were found to be linearly correlated with the GC levels of the isochores harboring those genes. Compositional correlations displayed increasing slopes when going from second to first to third codon position with obvious effects on codon usage. Coding sequences for seed storage proteins and phytochrome of Gramineae deviate from the compositional correlations just described. Finally, CpG doublets of coding sequences were characterized by a shortage that decreased and vanished with increasing GC levels of the sequences. A number of these findings bear a striking similarity with results previously obtained for vertebrate genes.     

Diversity in isochore structure among cold-blooded vertebrates based on GC content of coding and non-coding sequences

To review the general consideration about the different compositional structure of warm and cold-blooded vertebrates genomes, we used of the increasing number of genetic sequences, including coding (exons) and non-coding (introns) regions, that have been deposited on the databases throughout last years. The nucleotide distributions of the third codon positions (GC3) have been analyzed in 1510 coding sequences (CDS) of fish, 1414 CDS of amphibians and 320 CDS of reptiles. Also, the relationship between GC content of 74, 56 and 25 CDS of fish, amphibians and reptiles, respectively and that of their corresponding introns (GCI) have been considerated. In accordance with recent data, sequence analysis showed the presence of very GC3-rich CDS in these poikilotherm vertebrates. However, very high diversity in compositional patterns among different orders of fish, amphibians and reptiles was found. Significant positive correlations between GC3 and GCI was also confirmed for the genes analyzed. Nevertheless, introns resulted to be poorer in GC than their corresponding CDS, this difference being larger than in human genome. Because the limited number of available sequences including exons and introns we must be cautious about the results derived from them. However, the indicious of higher GC richness of coding sequences than of their corresponding introns could aid to understand the discrepancy of sequence analysis with the ultracentrifugation studies in cold-blooded vertebrates that did not predict the existence of GC-rich isochores.     

The compositional transition between the genomes of cold- and warm-blooded vertebrates: codon frequencies in orthologous genes

The genomes of the ancestors of mammals and birds underwent a compositional change in which the gene-richest regions increased their GC levels. Here we investigated this compositional transition by analyzing the levels of G and C in third codon positions, as well as the codon frequencies of orthologous genes from human, chicken and Xenopus. The results may be summed up as follows: (i) GC-poor genes, that did not undergo the compositional transition, showed only minor differences in orthologous sets from Xenopus, human and chicken; this is remarkable in view of the very many nucleotide substitutions that occurred over the long evolutionary times separating these species; (ii) GC-rich genes, that underwent the compositional transition, showed large differences between Xenopus and warm-blooded vertebrates, but not between chicken and human. In other words, the independent changes that occurred in avian and mammalian genes, on the average, were the same.     

The evolution of isochores: evidence from SNP frequency distributions

The large-scale systematic variation in nucleotide composition along mammalian and avian genomes has been a focus of the debate between neutralist and selectionist views of molecular evolution. Here we test whether the compositional variation is due to mutation bias using two new tests, which do not assume compositional equilibrium. In the first test we assume a standard population genetics model, but in the second we make no assumptions about the underlying population genetics. We apply the tests to single-nucleotide polymorphism data from noncoding regions of the human genome. Both models of neutral mutation bias fit the frequency distributions of SNPs segregating in low- and medium-GC-content regions of the genome adequately, although both suggest compositional nonequilibrium. However, neither model fits the frequency distribution of SNPs from the high-GC-content regions. In contrast, a simple population genetics model that incorporates selection or biased gene conversion cannot be rejected. The results suggest that mutation biases are not solely responsible for the compositional biases found in noncoding regions.     

Neighboring-nucleotide effects on the mutation patterns of the rice genome

DNA composition dynamics across genomes of diverse taxonomy is a major subject of genome analyses. DNA composition changes are characteristics of both replication and repair machineries. We investigated 3,611,007 single nucleotide polymorphisms （SNPs） generated by comparing two sequenced rice genomes from distant inbred lines （subspecies）, including those from 242,811 introns and 45,462 protein-coding sequences （CDSs）. Neighboring-nucleotide effects （NNEs） of these SNPs are diverse, depending on structural content-based classifications （genomewide, intronic, and CDS） and sequence context-based categories （A/C, A/G, A/T, C/G, C/T, and G/T substitutions） of the analyzed SNPs. Strong and evident NNEs and nucleotide proportion biases surrounding the analyzed SNPs were observed in 1-3 bp sequences on both sides of an SNP. Strong biases were observed around neighboring nucleotides of protein-coding SNPs, which exhibit a periodicity of three in nucleotide content, constrained by a combined effect of codon-related rules and DNA repair mechanisms. Unlike a previous finding in the human genome, we found negative correlation between GC contents of chromosomes and the magnitude of corresponding bias of nucleotide C at -1 site and G at ＋1 site. These results will further our understanding of the mutation mechanism in rice as well as its evolutionary implications.     

Translation in Bacillus subtilis: roles and trends of initiation and termination, insights from a genome analysis.

We analysed the Bacillus subtilis protein coding sequences termini, and compared it to other genomes. The analysis focused on signals, com-positional biases of nucleotides, oligonucleotides, codons and amino acids and mRNA secondary structure. AUG is the preferred start codon in all genomes, independent of their G+C content, and seems to induce less stable mRNA structures. However, it is not conserved between homologous genes neither is it preferred in highly expressed genes. In B.subtilis the ribosome binding site is very strong. We found that downstream boxes do not seem to exist either in Escherichia coli or in B.subtilis. UAA stop codon usage is correlated with the G+C content and is strongly selected in highly expressed genes. We found less stable mRNA structures at both termini, which we related to mRNA-ribosome and mRNA-release-factor interactions. This pattern seems to impose a peculiar A-rich nucleotide and codon usage bias in these regions. Finally the analysis of all proteins from B.subtilis revealed a similar amino acid bias near both termini of proteins consisting of over-representation of hydrophilic residues. This bias near the stop codon is partially release-factor specific.