Analysis Of Codon Usage Patterns Research Articles

Bioinformatics analysis of codon usage patterns and influencing factors in Penaeus monodon nudivirus.

Penaeus monodon nudivirus (PmNV) is one of the most important and most commonly reported shrimp viruses. In the present study, codon usage of PmNV was studied in detail. Based on effective number of codons (ENC) values, strong to low codon usage bias was observed in PmNV genes. Nucleotide composition-ENC correlation analysis and the GC3 versus ENC relationship indicated that compositional constraint has a major effect on codon usage of PmNV. At the whole-genome level, relative synonymous codon usage (RSCU) analysis showed almost complete antagonism between the codon usage pattern of PmNV and its host P. monodon. However, codon adaptive index (CAI) values indicated that forces of selective/translational constraints have been able to overcome this antagonism in some genes.

Comparison of codon usage bias across Leishmania and Trypanosomatids to understand mRNA secondary structure, relative protein abundance and pathway functions

Understanding the variations in gene organization and its effect on the phenotype across different Leishmania species, and to study differential clinical manifestations of parasite within the host, we performed large scale analysis of codon usage patterns between Leishmania and other known Trypanosomatid species. We present the causes and consequences of codon usage bias in Leishmania genomes with respect to mutational pressure, translational selection and amino acid composition bias. We establish GC bias at wobble position that governs codon usage bias across Leishmania species, rather than amino acid composition bias. We found that, within Leishmania, homogenous codon context coding for less frequent amino acid pairs and codons avoiding formation of folding structures in mRNA are essentially chosen. We predicted putative differences in global expression between genes belonging to specific pathways across Leishmania. This explains the role of evolution in shaping the otherwise conserved genome to demonstrate species-specific function-level differences for efficient survival.

Analysis of codon usage pattern in Taenia saginata based on a transcriptome dataset.

BackgroundCodon usage bias is an important evolutionary feature in a genome and has been widely documented in many genomes. Analysis of codon usage bias has significance for mRNA translation, design of transgenes, new gene discovery, and studies of molecular biology and evolution, etc. However, the information about synonymous codon usage pattern of T. saginata genome remains unclear. T. saginata is a food-borne zoonotic cestode which infects approximataely 50 million humans worldwide, and causes significant health problems to the host and considerable socio-economic losses as a consequence. In this study, synonymous codon usage in T. saginata were examined.MethodsTotal RNA was isolated from T. saginata cysticerci and 91,487 unigenes were generated using Illumina sequencing technology. After filtering, the final sequence collection containing 11,399 CDSs was used for our analysis.ResultsNeutrality analysis showed that the T. saginata had a wide GC3 distribution and a significant correlation was observed between GC12 and GC3. NC-plot showed most of genes on or close to the expected curve, but only a few points with low-ENC values were below it, suggesting that mutational bias plays a major role in shaping codon usage. The Parity Rule 2 plot (PR2) analysis showed that GC and AT were not used proportionally. We also identified twenty-three optimal codons in the T. saginata genome, all of which were ended with a G or C residue. These results suggest that mutational and selection forces are probably driving factors of codon usage bias in T. saginata genome. Meanwhile, other factors such as protein length, gene expression, GC content of genes, the hydropathicity of each protein also influence codon usage.ConclusionsHere, we systematically analyzed the codon usage pattern and identified factors shaping in codon usage bias in T. saginata. Currently, no complete nuclear genome is available for codon usage analysis at the genome level in T. saginata. This is the first report to investigate codon biology in T. sagninata. Such information does not only bring about a new perspective for understanding the mechanisms of biased usage of synonymous codons but also provide useful clues for molecular genetic engineering and evolutionary studies.

Stress induced MAPK genes show distinct pattern of codon usage in Arabidopsis thaliana, Glycine max and Oryza sativa.

Mitogen activated protein kinase (MAPK) genes provide resistance to various biotic and abiotic stresses. Codon usage profiling of the genes reveals the characteristic features of the genes like nucleotide composition, gene expressivity, optimal codons etc. The present study is a comparative analysis of codon usage patterns for different MAPK genes in three organisms, viz. Arabidopsis thaliana, Glycine max (soybean) and Oryza sativa (rice). The study has revealed a high AT content in MAPK genes of Arabidopsis and soybean whereas in rice a balanced AT-GC content at the third synonymous position of codon. The genes show a low bias in codon usage profile as reflected in the higher values (50.83 to 56.55) of effective number of codons (Nc). The prediction of gene expression profile in the MAPK genes revealed that these genes might be under the selective pressure of translational optimization as reflected in the low codon adaptation index (CAI) values ranging from 0.147 to 0.208.

Analysis of codon usage pattern in Taenia saginata based on a transcriptome dataset

BackgroundCodon usage bias is an important evolutionary feature in a genome and has been widely documented in many genomes. Analysis of codon usage bias has significance for mRNA translation, design of transgenes, new gene discovery, and studies of molecular biology and evolution, etc. However, the information about synonymous codon usage pattern of T. saginata genome remains unclear. T. saginata is a food-borne zoonotic cestode which infects approximataely 50 million humans worldwide, and causes significant health problems to the host and considerable socio-economic losses as a consequence. In this study, synonymous codon usage in T. saginata were examined.MethodsTotal RNA was isolated from T. saginata cysticerci and 91,487 unigenes were generated using Illumina sequencing technology. After filtering, the final sequence collection containing 11,399 CDSs was used for our analysis.ResultsNeutrality analysis showed that the T. saginata had a wide GC3 distribution and a significant correlation was observed between GC12 and GC3. NC-plot showed most of genes on or close to the expected curve, but only a few points with low-ENC values were below it, suggesting that mutational bias plays a major role in shaping codon usage. The Parity Rule 2 plot (PR2) analysis showed that GC and AT were not used proportionally. We also identified twenty-three optimal codons in the T. saginata genome, all of which were ended with a G or C residue. These results suggest that mutational and selection forces are probably driving factors of codon usage bias in T. saginata genome. Meanwhile, other factors such as protein length, gene expression, GC content of genes, the hydropathicity of each protein also influence codon usage.ConclusionsHere, we systematically analyzed the codon usage pattern and identified factors shaping in codon usage bias in T. saginata. Currently, no complete nuclear genome is available for codon usage analysis at the genome level in T. saginata. This is the first report to investigate codon biology in T. sagninata. Such information does not only bring about a new perspective for understanding the mechanisms of biased usage of synonymous codons but also provide useful clues for molecular genetic engineering and evolutionary studies.

Comparative analysis of codon usage patterns in chloroplast genomes of the Asteraceae family

Codon usage bias (CUB) is an important evolutionary feature in a genome and has been widely documented from prokaryotes to eukaryotes. However, the significance of CUB in the Asteraceae family has not been well understood, with no Asteraceae species having been analyzed for this characteristic. Here, we use bioinformatics approaches to comparatively analyze the general patterns and influencing factors of CUB in five Asteraceae chloroplast (cp) genomes. The results indicated that the five genomes had similar codon usage patterns, showing a strong bias towards a high representation of NNA and NNT codons. Neutrality analysis showed that these cp genomes had a narrow GC distribution and no significant correlation was observed between GC12 and GC3. Parity Rule 2 (PR2) plot analysis revealed that purines were used more frequently than pyrimidines. Effective number of codons (ENc)-plot analysis showed that most genes followed the parabolic line of trajectory, but several genes with low ENc values lying below the expected curve were also observed. Furthermore, correspondence analysis of relative synonymous codon usage (RSCU) yielded a first axis that explained only a partial amount of variation of codon usage. These findings suggested that both natural selection and mutational bias contributed to codon bias, while selection was the major force to shape the codon usage in these Asteraceae cp genomes. Our study, which is the first to investigate codon usage patterns in Asteraceae plastomes, will provide helpful information about codon distribution and variation in these species, and also shed light on the genetic and evolutionary mechanisms of codon biology within this family.

Synonymous codon usage pattern analysis of Hepatitis D virus

Hepatitis D virus (HDV) is the smallest animal infecting RNA virus with unique features distinguishing it from other Hepatitis viruses. Codon usage variation is considered as an indicator of the forces shaping genome evolution. RSCU (relative synonymous codon usage) values, nucleotide contents, ENC (effective number of codons) values, aromaticity and hydrophobicity of 28 HDV sequences were calculated and compared. RSCU values revealed that most of the codons ended with G or C. A comparative analysis of codon usage between HDV and human cells indicated that the synonymous codon usage pattern of HDV is a mixture of coincidence and antagonism to that of host cell. Finally the characteristics of the synonymous codon usage patterns, ENC plot and the correlation analysis revealed that the most important determinant of the codon usage pattern for HDV is mutational pressure and positive selection force might have some influence in sequence diversity. Comparison of ENC values and GC frequencies at 3rd codon position (GC3s) between HDV and other Hepatitis viruses indicated that HDV comprise a distinct entity.

Characterization of Synonymous Codon Usage Bias in the Riemerella Anatipestifer Major Facilitator Superfamily Mfs_1 Gene Encoded 492 Amino Acids Protein

Objective: The aim was to identify the codon usage bias between the newly identified Riemerella anatipestifer (RA) major facilitator superfamily mfs_1 gene (GenBank accession No.CP003388.1) and other reference bacteriums. Methods: A comparative analysis of the codon usage bias of the 18 bacteriums was performed by using the CodonW 1.4 program and CUSP (create a codon usage table) program of EMBOSS (The European Molecular Biology Open Software Suite). Results: The results showed obvious differences of the synonymous codon usage bias in the 18 bacteriums indicated by the Codon Adaptation Index (CAI), effective number of codons (ENc), and the value of G+C content at the 3rd codon position. The codon usage pattern of the major facilitator superfamily mfs_1 gene was phylogenetically conserved and similar to that of the major facilitator superfamily mfs_1 gene of the Elizabethkingia anophelis Ag1 Contig17, with a strong bias towards the codons with A and T at the 3rd codon position. A cluster analysis of codon usage pattern of the RA major facilitator superfamily mfs_1 gene with other reference bacteriums demonstrated that the codon usage bias of the major facilitator superfamily mfs_1 genes of the 18 bacteriums had a very close relation with their gene function. The ENc-plot revealed that the genetic heterogeneity in the RA major facilitator superfamily mfs_1 gene and the 18 reference bacteriums were constrained by G+C content, while gene length exerted relatively weaker influences. In addition, comparisons of the codon preferences in the major facilitator superfamily mfs_1 gene of RA with those of Escherichia coli, yeast and humans revealed that there were 36 codons showing distinct usage differences between the RA and E. coli, and 37 between the RA and humans, but only 28 between the RA and yeast. Therefore, the yeast system may be more suitable for the expression of the RA major facilitator superfamily mfs_1 gene. Conclusion: Together, these results may improve our understanding of the evolution, pathogenesis and functional studies of RA and possibly contribute significantly to the area of other bacteriums.

Analysis of codon usage patterns in Taenia pisiformis through annotated transcriptome data

Taenia pisiformis (Cestoidea; Cyclophyllidea; Taeniidae) tapeworms infect the small intestine of canids and felines, such as dogs and foxes. Synonymous codon usage in T. pisiformis was examined through 8118 reconstructed annotations of transcriptome sequences. The mean value of GC content for the reconstructed genes was 49.48%. Twenty-four codons were determined as “optimal codons”. Approximately all translational optimal codons (except CGU) ended on G or C. The gene positions on the primary axis were strongly positively correlated with GC content at the third codon positions and GC content of individual genes. At the same time, the gene expression level assessed by the CAI, the hydrophobicity and aromaticity of encoded proteins were correlated with the GC content at the third codon positions and the effective number of codons (ENC), respectively. We infer that the gene expression level, the hydrophobicity and the aromaticity of the encoded proteins also influenced codon usage in T. pisiformis. Knowledge of the codon usage pattern in T. pisiformis can improve our understanding of the mechanisms of biased usage of synonymous codons and can help in selecting appropriate host expression systems for potential vaccine genes of T. pisiformis.

Characterization of synonymous codon usage bias in the pseudorabies virus US1 gene

In the present study, we examined the codon usage bias between pseudorabies virus (PRV) US1 gene and the US1-like genes of 20 reference alphaherpesviruses. Comparative analysis showed noticeable disparities of the synonymous codon usage bias in the 21 alphaherpesviruses, indicated by codon adaptation index, effective number of codons (ENc) and GC3s value. The codon usage pattern of PRV US1 gene was phylogenetically conserved and similar to that of the US1-like genes of the genus Varicellovirus of alphaherpesvirus, with a strong bias towards the codons with C and G at the third codon position. Cluster analysis of codon usage pattern of PRV US1 gene with its reference alphaherpesviruses demonstrated that the codon usage bias of US1-like genes of 21 alphaherpesviruses had a very close relation with their gene functions. ENc-plot revealed that the genetic heterogeneity in PRV US1 gene and the 20 reference alphaherpesviruses was constrained by G+C content, as well as the gene length. In addition, comparison of codon preferences in the US1 gene of PRV with those of E. coli, yeast and human revealed that there were 50 codons showing distinct usage differences between PRV and yeast, 49 between PRV and human, but 48 between PRV and E. coli. Although there were slightly fewer differences in codon usages between E.coli and PRV, the difference is unlikely to be statistically significant, and experimental studies are necessary to establish the most suitable expression system for PRV US1. In conclusion, these results may improve our understanding of the evolution, pathogenesis and functional studies of PRV, as well as contributing to the area of herpesvirus research or even studies with other viruses.

Analysis of codon usage patterns of the chloroplast genomes in the Poaceae family

Codon usage patterns of 23 Poaceae chloroplast genomes were analysed in this study. Neutrality analysis indicated that the codon usage patterns have significant correlations with GC12 and GC3 and also showed strong bias towards a high representation of NNA and NNT codons. The Nc-plot showed that although a large proportion of points follow the parabolic line of trajectory, several genes with low ENc values lie below the expected curve, suggesting that mutational bias played a major role in the codon biology of the Poaceae chloroplast genome. Parity Rule 2 plot analysis showed that T was used more frequently than A in all the genomes. Correspondence analysis of relative synonymous codon usage indicated that the first axis explained only a partial amount of variation of codon usage. Furthermore, the gene length and expression level were also found to drive codon usage variation. These findings revealed that besides natural selection, other factors might also exert some influences in shaping the codon usage bias in Poaceae chloroplast genomes. The optimal codons of these 23 genomes were also identified in this study.

Analysis of codon usage and nucleotide composition bias in polioviruses

BackgroundPoliovirus, the causative agent of poliomyelitis, is a human enterovirus and a member of the family of Picornaviridae and among the most rapidly evolving viruses known. Analysis of codon usage can reveal much about the molecular evolution of the viruses. However, little information about synonymous codon usage pattern of polioviruses genome has been acquired to date.MethodsThe relative synonymous codon usage (RSCU) values, effective number of codon (ENC) values, nucleotide contents and dinucleotides were investigated and a comparative analysis of codon usage pattern for open reading frames (ORFs) among 48 polioviruses isolates including 31 of genotype 1, 13 of genotype 2 and 4 of genotype 3.ResultsThe result shows that the overall extent of codon usage bias in poliovirus samples is low (mean ENC = 53.754 > 40). The general correlation between base composition and codon usage bias suggests that mutational pressure rather than natural selection is the main factor that determines the codon usage bias in those polioviruses. Depending on the RSCU data, it was found that there was a significant variation in bias of codon usage among three genotypes. Geographic factor also has some effect on the codon usage pattern (exists in the genotype-1 of polioviruses). No significant effect in gene length or vaccine derived polioviruses (DVPVs), wild viruses and live attenuated virus was observed on the variations of synonymous codon usage in the virus genes. The relative abundance of dinucleotide (CpG) in the ORFs of polioviruses are far below expected values especially in DVPVs and attenuated virus of polioviruses genotype 1.ConclusionThe information from this study may not only have theoretical value in understanding poliovirus evolution, especially for DVPVs genotype 1, but also have potential value for the development of poliovirus vaccines.

Analysis of codon usage in bovine viral diarrhea virus

Bovine viral diarrhea virus (BVDV) is a widespread virus in beef and dairy herds. BVDV has been grouped into two genotypes, genotype 1 and genotype 2. In this study, the relative synonymous codon usage (RSCU) values, effective number of codon (ENC) values and nucleotide content were investigated, and a comparative analysis of codon usage patterns for open reading frames (ORFs) of 22 BVDV genomes, including 14 of genotype 1 and 8 of genotype 2, was carried out. A high A+U content and low codon bias were found in BVDV genomes. Depending on the RSCU data, it was found that there was a significant variation in bias of codon usage between the two genotypes, and a geographic factor exists only in genotype-1 of BVDV. The RSCU data have a negative correlation with general average hydrophobicity (GRAVY), aromaticity and nucleotide content. Furthermore, the overall abundance of C and U has no effect on the synonymous codon usage patterns. In contrast, the A and G content showed a significant correlation with the nucleotide content at the third position. In addition, the codon usage patterns of BVDV are similar to those of 22 conserved genes of Bos taurus. Taken together, the genetic characteristics of BVDV possibly result from interactions between natural seclection and mutation pressure.Electronic supplementary materialThe online version of this article (doi:10.1007/s00705-010-0848-0) contains supplementary material, which is available to authorized users.

Analysis of synonymous codon usage in porcine reproductive and respiratory syndrome virus

In this study, we calculated the relative synonymous codon usage (RSCU) values and codon usage bias (CUB) values to implement a comparative analysis of codon usage pattern of open reading frames (ORFs) which belong to the two main genotypes of porcine reproductive and respiratory syndrome virus (PRRSV). By analysis of synonymous codon usage values in each ORF of PRRSV, the optimal codons for most amino acids were all C or G-ended codons except GAU for Asp, CAU for His, UUU for Phe and CCU for Pro. The synonymous codon usage patterns in different ORFs of PRRSV were different and genetically conserved. Among them, ORF1a, ORF4, ORF5 and ORF7 could cluster these strains into the two main serotypes (EU and US). Due to mutational pressure, compositional constraint played an important role in shaping the synonymous codon usage pattern in different ORFs, and the synonymous codon usage diversity in ORFs was correlated with gene function. The degree of CUB for some particular amino acids under strong selection pressure probably served as a potential genetic marker for each ORF in PRRSV. However, gene length and translational selection in nature had no effect on the synonymous codon usage pattern in PRRSV. These conclusions could not only offer an insight into the synonymous codon usage pattern and differentiation of gene function, but also assist in understanding the discrepancy of evolution among ORFs in PRRSV.

Analysis of synonymous codon usage in foot-and-mouth disease virus

In this study, we calculate the relative synonymous codon usage (RSCU) values and codon usage bias (CUB) values to carry out a comparative analysis of codon usage pattern for open reading frames (ORFs) among 85 samples which belong to all seven serotypes of foot-and-mouth disease virus (FMDV). Although the degree of CUB for ORFs is a relatively slight, there is a significant variation for CUB among different serotypes, which is mainly determined by codon usage pattern depending on RSCU. By comparison with RSCU values for all samples, although RSCU values fail to show the relationship of specific-lineage serotype, there are two main genetic populations existing in FMDV, namely (i) serotypes Asia 1, A, C & O; (ii) serotypes SAT 1, 2 & 3. This interesting characteristic may be formed by the mechanism of RNA virus recombination. The analysis of quantitative & qualitative evaluation based on CUB indicates interesting characteristic of codon usage, which suggests that more FMDV genome diversity may exist in specific-lineage serotypes rather than exist randomly. Furthermore, the relationship between amino acids and codon usage pattern indicates that mutation pressure rather than translational selection in nature is the important determinant of the codon usage bias observed. Our work might give some sight into some characteristics of FMDV ORF and some evolutionary information of this virus.

Characterization of Synonymous Codon Usage Bias in the Duck Plague Virus UL35 Gene

Objective: The aim was to identify the codon usage bias between the newly identified duck plague virus (DPV) UL35 gene (GenBank accession No. EF643558) and the UL35-like genes of 27 other reference herpesviruses. Methods: A comparative analysis of the codon usage bias of the 28 herpesviruses was performed by using the CodonW 1.4 program and CUSP (create a codon usage table) program of EMBOSS (The European Molecular Biology Open Software Suite). Results: The results showed obvious differences of the synonymous codon usage bias in the 28 herpesviruses indicated by the Codon Adaptation Index, effective number of codons (ENc), and the value of G + C content at the 3rd codon position. The codon usage pattern of the DPV UL35 gene was phylogenetically conserved and similar to that of the UL35-like genes of the avian α-herpesvirus, with a strong bias towards the codons with A and T at the 3rd codon position. A cluster analysis of codon usage pattern of the DPV UL35 gene with other reference herpesviruses demonstrated that the codon usage bias of the UL35 genes of the 28 herpesviruses had a very close relation with their gene function. The ENc-plot revealed that the genetic heterogeneity in the DPV UL35 gene and the 27 reference herpesviruses were constrained by G + C content, while gene length exerted relatively weaker influences. In addition, comparisons of the codon preferences in the UL35 gene of DPV with those of Escherichia coli, yeast and humans revealed that there were 33 codons showing distinct usage differences between the DPV and yeast, and 38 between the DPV and humans, but only 31 between the DPV and E. coli. Therefore, the E. coli system may be more suitable for the expression of the DPV UL35 gene. Conclusion: Together, these results may improve our understanding of the evolution, pathogenesis and functional studies of DPV, as well as contribute significantly to the area of herpesvirus research and possibly studies with other viruses.

Comparative analysis of codon usage patterns and identification of predicted highly expressed genes in fiveSalmonellagenomes

To analyse codon usage patterns of five complete genomes of Salmonella , predict highly expressed genes, examine horizontally transferred pathogenicity-related genes to detect their presence in the strains, and scrutinize the nature of highly expressed genes to infer upon their lifestyle. Protein coding genes, ribosomal protein genes, and pathogenicity-related genes were analysed with Codon W and CAI (codon adaptation index) Calculator. Translational efficiency plays a role in codon usage variation in Salmonella genes. Low bias was noticed in most of the genes. GC3 (guanine cytosine at third position) composition does not influence codon usage variation in the genes of these Salmonella strains. Among the cluster of orthologous groups (COGs), translation, ribosomal structure biogenesis [J], and energy production and conversion [C] contained the highest number of potentially highly expressed (PHX) genes. Correspondence analysis reveals the conserved nature of the genes. Highly expressed genes were detected. Selection for translational efficiency is the major source of variation of codon usage in the genes of Salmonella . Evolution of pathogenicity-related genes as a unit suggests their ability to infect and exist as a pathogen. Presence of a lot of PHX genes in the information and storage-processing category of COGs indicated their lifestyle and revealed that they were not subjected to genome reduction.

Comparative analysis of expressed sequences reveals a conserved pattern of optimal codon usage in plants

Codon usage bias is a ubiquitous phenomenon, which may be caused by mutational bias, selection, or both. The patterns of codon usage in plants are not well understood. Datasets of expressed sequence tags (ESTs) available for many plant species provide the resources for large-scale comparative analysis of codon usage patterns. We developed a computational approach to translate EST or assembled contig sequences, and then used the coding information for comparative analysis of codon usage in 12 plant species, including 6 eudicots, 5 monocots and the green alga Chlamydomonas reinhardtii. While codon nucleotide composition is highly conserved within eudicots or monocots, there is a significant difference between these two major taxonomic groups of higher plants. The third nucleotide position of codons is AU-rich in the eudicot genomes (35-42% of G+C content), but GC-rich in the monocot genomes (59-61% of G+C content). To identify optimal codons in these species, we used EST counts to estimate gene transcript levels. It was demonstrated that codon usage bias is correlated positively with gene transcript levels. Interestingly, the use of optimal codons appears to be well conserved between eudicots and monocots, and to a lesser degree between the higher plants and C. reinhardtii. Most of the optimal codons end with a C or G base, regardless of the different nucleotide composition in these genomes. The results suggest that plant codon usage is affected by translational selection, and the selective pressure appears to be conserved in the plant kingdom.

Codon usage as a tool to predict the cellular location of eukaryotic ribosomal proteins and aminoacyl-tRNA synthetases.

In spite of many efforts, the prediction of the location of proteins in eukaryotic cells (cytoplasm, mitochondrion or chloroplast) is still far from straightforward. In some cases (e.g. ribosomal proteins and aminoacyl-tRNA synthetases) both the cytoplasmic proteins and their organellar counterparts are encoded by the nuclear genome. A factorial correspondence analysis of the codon usage in yeast and Caenorhabditis elegans shows that the codon usage of those nuclear genes encoding ribosomal proteins or aminoacyl-tRNA synthetases is markedly different, depending on the final location of the proteins (cytoplasmic or mitochondrial). As a consequence, the location of such proteins-whose sequences are now frequently determined by systematic genomic sequencing-can be easily and quickly predicted. A WWW interface has been developed, aimed at providing a user-friendly tool for codon usage pattern analysis. It is available from http://www.genetique.uvsq.fr/afc.html

Prokaryotic Genome Evolution as Assessed by Multivariate Analysis of Codon Usage Patterns

This study analyzed the codon usage patterns in three completely sequenced prokaryotic genomes. The major influences on codon usage biases were identified. It was predicted that most of the as yet unidentified open reading frames will be shown to encode functional proteins. It was also shown that translational selection in Mycoplasma genitalium has been unable to overcome the effects of random genetic drift. The dual influences of mutational pressure and translational selection are at play in the genomes of Haemophilia influenzae and Methanococcus jannaschii. In addition, there is considerable variation in base composition around the genome of M. genitalium, and this variation is gradual. These data support the theory that regional variation in base composition can be attributed to alterations in the dNTP pool during DNA replication.