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Abstract
Codon usage depends on mutation bias, tRNA-mediated selection, and the need for high efficiency and accuracy in translation. One codon in a synonymous codon family is often strongly over-used, especially in highly expressed genes, which often leads to a high dN/dS ratio because dS is very small. Many different codon usage indices have been proposed to measure codon usage and codon adaptation. Sense codon could be misread by release factors and stop codons misread by tRNAs, which also contribute to codon usage in rare cases. This chapter outlines the conceptual framework on codon evolution, illustrates codon-specific and gene-specific codon usage indices, and presents their applications. A new index for codon adaptation that accounts for background mutation bias (Index of Translation Elongation) is presented and contrasted with codon adaptation index (CAI) which does not consider background mutation bias. They are used to re-analyze data from a recent paper claiming that translation elongation efficiency matters little in protein production. The reanalysis disproves the claim.
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2
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Rayment JH, Forsdyke DR. Amino acids as placeholders: base-composition pressures on protein length in malaria parasites and prokaryotes. ACTA ACUST UNITED AC 2005; 4:117-30. [PMID: 16128613 DOI: 10.2165/00822942-200504020-00005] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
BACKGROUND The composition and sequence of amino acids in a protein may serve the underlying needs of the nucleic acids that encode the protein (the genome phenotype). In extreme form, amino acids become mere placeholders inserted between functional segments or domains, and--apart from increasing protein length--playing no role in the specific function or structure of a protein (the conventional phenotype). METHODS We studied the genomes of two malarial parasites and 521 prokaryotes (144 complete) that differ widely in GC% and optimum growth temperature, comparing the base compositions of the protein coding regions and corresponding lengths (kilobases). RESULTS Malarial parasites show distinctive responses to base-compositional pressures that increase as protein lengths increase. A low-GC% species (Plasmodium falciparum) is likely to have more placeholder amino acids than an intermediate-GC% species (P. vivax), so that homologous proteins are longer. In prokaryotes, GC% is generally greater and AG% is generally less in open reading frames (ORFs) encoding long proteins. The increased GC% in long ORFs increases as species' GC% increases, and decreases as species' AG% increases. In low- and intermediate-GC% prokaryotic species, increases in ORF GC% as encoded proteins increase in length are largely accounted for by the base compositions of first and second (amino acid-determining) codon positions. In high-GC% prokaryotic species, first and third (non-amino acid-determining) codon positions play this role. CONCLUSION In low- and intermediate-GC% prokaryotes, placeholder amino acids are likely to be well defined, corresponding to codons enriched in G and/or C at first and second positions. In high-GC% prokaryotes, placeholder amino acids are likely to be less well defined. Increases in ORF GC% as encoded proteins increase in length are greater in mesophiles than in thermophiles, which are constrained from increasing protein lengths in response to base-composition pressures.
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Affiliation(s)
- Jonathan H Rayment
- Department of Biochemistry, Queen's University, Kingston, Ontario, Canada
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3
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Abstract
The processing of the genetic information stored in the double-helical DNA implies the separation of the two strands, the physics of which is described by the helix-coil transition model. Is there a relationship between genetic maps and DNA physical stability maps that plot the sequence-specific propensity for the thermal disruption of the double-helix? Here, with appropriate methodological formulations, such maps are derived for a large set of sequences, including complete genomes. The superposition of the two maps leads to a contrasted picture with correlations ranging between two extremes: from almost perfect (with the genes precisely delineated as stable regions) to more or less complete unrelatedness. The simplest explanation for the results is that the observed striking correlations correspond to the relics of a primeval organisation of the genetic message, with the physics of DNA playing a role in the delimitation of coding regions. In order to trace the evolutionary fate of this signal further, a detailed study of the yeast complete genome is performed. In this study, the superposition of the genetic and physical stability maps is examined in the light of information concerning gene duplication. On the basis of this analysis it is concluded that the 'signature' associated with the supposed archaic signal is in the process of being erased, most probably because the underlying feature is no longer under selective pressure. There are many evolutionary implications for the results presented and for their proposed interpretations, notably concerning models of mutational dynamics in relation to erasure processes.
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Affiliation(s)
- E Yeramian
- Unité de Physico-Chimie des Macromolécules Biologiques (URA 1773 du CNRS), Institut Pasteur, 75724 Cedex 15, Paris, France.
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Pan A, Dutta C, Das J. Codon usage in highly expressed genes of Haemophillus influenzae and Mycobacterium tuberculosis: translational selection versus mutational bias. Gene 1998; 215:405-13. [PMID: 9714839 DOI: 10.1016/s0378-1119(98)00257-1] [Citation(s) in RCA: 46] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Biases in the codon usage and base compositions at three codon sites in different genes of A+T-rich Gram-negative bacterium Haemophillus influenzae and G+C-rich Gram-positive bacterium Mycobacterium tuberculosis have been examined to address the following questions: (1) whether the synonymous codon usage in organisms having highly skewed base compositions is totally dictated by the mutational bias as reported previously (Sharp, P.M., Devine, K.M., 1989. Codon usage and gene expression level in Dictyostelium discoideum: highly expressed genes do 'prefer' optimal codons. Nucleic Acids Res. 17, 5029-5039), or is also controlled by translational selection; (2) whether preference of G in the first codon positions by highly expressed genes, as reported in Escherichia coli (Gutierrez, G., Marquez, L., Marin, A., 1996. Preference for guanosine at first codon position in highly expressed Escherichia coli genes. A relationship with translational efficiency. Nucleic Acids Res. 24, 2525-2527), is true in other bacteria; and (3) whether the usage of bases in three codon positions is species-specific. Result presented here show that even in organisms with high mutational bias, translational selection plays an important role in dictating the synonymous codon usage, though the set of optimal codons is chosen in accordance with the mutational pressure. The frequencies of G-starting codons are positively correlated to the level of expression of genes, as estimated by their Codon Adaptation Index (CAI) values, in M. tuberculosis as well as in H. influenzae in spite of having an A+T-rich genome. The present study on the codon preferences of two organisms with oppositely skewed base compositions thus suggests that the preference of G-starting codons by highly expressed genes might be a general feature of bacteria, irrespective of their overall G+C contents. The ranges of variations in the frequencies of individual bases at the first and second codon positions of genes of both H. influenzae and M. tuberculosis are similar to those of E. coli, implying that though the composition of all three codon positions is governed by a selection-mutation balance, the mutational pressure has little influence in the choice of bases at the first two codon positions, even in organisms with highly biased base compositions.
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Affiliation(s)
- A Pan
- Biophysics Division, Indian Institute of Chemical Biology, 4 Raja S.C. Mullick Road, Calcutta 700032, India
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5
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Ikehara K, Amada F, Yoshida S, Mikata Y, Tanaka A. A possible origin of newly-born bacterial genes: significance of GC-rich nonstop frame on antisense strand. Nucleic Acids Res 1996; 24:4249-55. [PMID: 8932380 PMCID: PMC146247 DOI: 10.1093/nar/24.21.4249] [Citation(s) in RCA: 25] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
Base compositions were examined at every position in codons of more than 50 genes from taxonomically different bacteria and of the corresponding antisense sequences on the bacterial genes. We propose that the nonstop frame on antisense strand [NSF(a)] of GC-rich bacterial genes is the most promising sequence for newly-born genes. Reasons are: (i) NSF(a) frequently appears on the antisense strand of GC-rich bacterial genes; (ii) base compositions at three positions in the codon are nearly symmetrical between the gene having around 55% GC content and the corresponding NSF(a); (iii) amino acid compositions of actual proteins are also similar to those of hypothetical proteins from the GC-rich NSF(a); and (iv) proteins from NSF(a) of 60% or more GC content are flexible enough to adapt to various molecules encountered as novel substrates, due to the high glycine content. To support our proposition, using a computer we generated hypothetical antisense sequences with the same base compositions as of NSF(a) at each base position in the codon, and examined properties of resulting proteins encoded by the imaginary genes. It was confirmed that NSF(a) of GC-rich gene carrying about 60% GC content is competent enough for a newly-born gene.
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Affiliation(s)
- K Ikehara
- Department of Chemistry, Faculty of Science, Nara Women's University, Kita-uoya Nishi-machi, Japan.
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6
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Andersson SG, Kurland CG. Genomic evolution drives the evolution of the translation system. Biochem Cell Biol 1995; 73:775-87. [PMID: 8721994 DOI: 10.1139/o95-086] [Citation(s) in RCA: 68] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Our thesis is that the characteristics of the translational machinery and its organization are selected in part by evolutionary pressure on genomic traits have nothing to do with translation per se. These genomic traits include size, composition, and architecture. To illustrate this point, we draw parallels between the structure of different genomes that have adapted to intracellular niches independently of each other. Our starting point is the general observation that the evolutionary history of organellar and parasitic bacteria have favored bantam genomes. Furthermore, we suggest that the constraints of the reductive mode of genomic evolution account for the divergence of the genetic code in mitochondria and the genetic organization of the translational system observed in parasitic bacteria. In particular, we associate codon reassignments in animal mitochondria with greatly simplified tRNA populations. Likewise, we relate the organization of translational genes in the obligate intracellular parasite Rickettsia prowazekii to the processes supporting the reductive mode of genomic evolution. Such findings provide strong support for the hypothesis that genomes of organelles and of parasitic bacteria have arisen from the much larger genomes of ancestral bacteria that have been reduced by intrachromosomal recombination and deletion events. A consequence of the reductive mode of genomic evolution is that the resulting translation systems may deviate markedly from conventional systems.
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Affiliation(s)
- S G Andersson
- Department of Molecular Biology, Uppsala University, Sweden
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7
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Abstract
We have analyzed codon usage patterns of 70 sequenced genes from different Lactobacillus species. Codon usage in lactobacilli is highly biased. Both inter-species and intra-species heterogeneity of codon usage bias was observed. Codon usage in L. acidophilus is similar to that in L. helveticus, but dissimilar to that in L. bulgaricus, L. casei, L. pentosus and L. plantarum. Codon usage in the latter three organisms is not significantly different, but is different from that in L. bulgaricus. Inter-species differences in codon usage can, at least in part, be explained by differences in mutational drift. L. bulgaricus shows GC drift, whereas all other species show AT drift. L. acidophilus and L. helveticus rarely use NNG in family-box (a set of synonymous) codons, in contrast to all other species. This result may be explained by assuming that L. acidophilus and L. helveticus, but not other species examined, use a single tRNA species for translation of family-box codons. Differences in expression level of genes are positively correlated with codon usage bias. Highly expressed genes show highly biased codon usage, whereas weakly expressed genes show much less biased codon usage. Codon usage patterns at the 5'-end of Lactobacillus genes is not significantly different from that of entire genes. The GC content of codons 2-6 is significantly reduced compared with that of the remainder of the gene. The possible implications of a reduced GC content for the control of translation efficiency are discussed.
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Affiliation(s)
- P H Pouwels
- TNO Nutrition and Food Research, Department of Molecular Genetics and Gene-technology, Rijswijk, The Netherlands
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8
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Doi H. Importance of purine and pyrimidine content of local nucleotide sequences (six bases long) for evolution of the human immunodeficiency virus type 1. Proc Natl Acad Sci U S A 1991; 88:9282-6. [PMID: 1924392 PMCID: PMC52698 DOI: 10.1073/pnas.88.20.9282] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Human immunodeficiency virus type 1 evolves rapidly, and random base change is thought to act as a major factor in this evolution. However, segments of the viral genome differ in their variability: there is the highly variable env gene, particularly hypervariable regions located within env, and, in contrast, the conservative gag and pol genes. Computer analysis of the nucleotide sequences of human immunodeficiency virus type 1 isolates reveals that base substitution in this virus is nonrandom and affected by local nucleotide sequences. Certain local sequences 6 base pairs long are excessively frequent in the hypervariable regions. These sequences exhibit base-substitution hotspots at specific positions in their 6 bases. The hotspots tend to be nonsilent letters of codons in the hypervariable regions--thus leading to marked amino acid substitutions there. Conversely, in the conservative gag and pol genes the hotspots tend to be silent letters because of a difference in codon frame from the hypervariable regions. Furthermore, base substitutions in the local sequences that frequently appear in the conservative genes occurred at a low level, even within the variable env. Thus, despite the high variability of this virus, the conservative genes and their products could be conserved. These may be some of the strategies evolved in human immunodeficiency virus type 1 to allow for positive-selection pressures, such as the host immune system, and negative-selection pressures on the conservative gene products.
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Affiliation(s)
- H Doi
- Biological Informatics Section, International Institute for Advanced Study of Social Information Science, Fujitsu Laboratories Ltd., Tokyo, Japan
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9
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Analysis of codon usage in genes for nitrogen fixation from phylogenetically diverse diazotrophs. J Mol Evol 1991. [DOI: 10.1007/bf02101276] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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10
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Wada A, Suyama A, Hanai R. Phenomenological theory of GC/AT pressure on DNA base composition. J Mol Evol 1991; 32:374-8. [PMID: 1904094 DOI: 10.1007/bf02101277] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
We present a phenomenological theory expressing the constraints operating on the (G + C) contents of the three codon positions, i.e., first, second, and third bases of codons, by using the smallest number of constraint parameters having clear physical and genetic meaning. Theoretical curves displaying base composition at each of the three codon sites are given. The agreement between the theoretical curves and the data points of 1277 genes is quite good irrespective of the species from which the DNAs originated; the curves might be universal ones and the constraint parameters might have general biological meanings in relation to the DNA/RNA and protein functions.
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Affiliation(s)
- A Wada
- Department of Physics, Faculty of Science, University of Tokyo, Japan
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11
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12
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Abstract
Doublet preference analysis was carried out on coding and noncoding regions of Escherichia coli, Saccharomyces cerevisiae, and human mitochondrial and nuclear DNA. The preference pattern in 1-2 and 2-3 doublets in E. coli and S. cerevisiae correlated with that in noncoding regions. The 3-1 doublet preference in E. coli genes with low optimal codon frequency and in S. cerevisiae genes also showed a correlation with each of their noncoding doublet preference. A mechanism to explain these double preference correlations in doublet preference is presented: mutational biases, the origin of the noncoding region doublet preference, evolved so as to maintain the 1-2 and 2-3 doublet preference, which is determined by codon usage. These biases then acted on the 3-1 doublet, which was almost free of coding constraints, resulting in a similar preference in this doublet.
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Affiliation(s)
- R Hanai
- Department of Physics, Faculty of Science, University of Tokyo, Japan
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13
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Nakashima H, Nishikawa K, Ooi T. Distinct character in hydrophobicity of amino acid compositions of mitochondrial proteins. Proteins 1990; 8:173-8. [PMID: 2235995 DOI: 10.1002/prot.340080207] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
A compact mitochondrial gene contains all essential information about the synthesis of mitochondrial proteins which play their roles in a small compartment of the mitochondrium. Almost no noncoding regions have been found through the gene, but a necessary set of tRNAs for the 20 amino acids is provided for biosynthesis, some of them coding different amino acids from those in a usual cell. Since the gene is so compact that the produced proteins would have some characteristic aspects for the mitochondrium, amino acid compositions of mitochondrial proteins (mt-proteins) were examined in the 20-dimensional composition space. The results show that compositions of proteins translated from the mitochondrial genes have a distinct character having more hydrophobic content than others, which is illustrated by a clustered distribution in the multidimensional composition space. The cluster is located at the tail edge of the global distribution pattern of a Gaussian shape for other various kinds of proteins in the space. The mt-proteins are rich in hydrophobic amino acids as is a membrane protein, but are different from other membrane proteins in a lesser content of Val. A good correlation found between the base and amino acid compositions for the mitochondria was examined in comparison to those of organisms such as thermophilic bacterium having an extreme G-C-rich base composition.
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Affiliation(s)
- H Nakashima
- Kanazawa University Kodatsuno 5-chome, Japan
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14
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Sharp PM. Processes of genome evolution reflected by base frequency differences among Serratia marcescens genes. Mol Microbiol 1990; 4:119-22. [PMID: 2181232 DOI: 10.1111/j.1365-2958.1990.tb02020.x] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
The G + C content of silent sites in codons varies greatly among Serratia marcescens genes; the value in any one gene seems to reflect a balance between mutation pressure towards high G + C content and natural selection constraining choice among synonymous codons. Interestingly, non-coding sequences have substantially lower G + C content than silent sites thought to be under little selective constraint.
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Affiliation(s)
- P M Sharp
- Department of Genetics, Trinity College, Dublin, Ireland
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15
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Ohama T, Muto A, Osawa S. Spectinomycin operon of Micrococcus luteus: evolutionary implications of organization and novel codon usage. J Mol Evol 1989; 29:381-95. [PMID: 2533272 DOI: 10.1007/bf02602908] [Citation(s) in RCA: 46] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
The complete DNA sequence of the Micrococcus luteus spectinomycin (spc) operon and its adjacent regions has been determined. The sequence has revealed the presence of genes that are homologous to those of the Escherichia coli ribosomal and related proteins, L14, L24, L5, S8, L6, L18, S5, L30, L15, and secretion protein Y (sec Y), and the gene for adenylate kinase (adk). The gene arrangement in the spc operon is essentially the same as that of E. coli except for the absence in the M. luteus spc operon of the genes for S14 and X protein that exist in the E. coli spc operon. SecY and adk seem to be composed of another operon (adk operon) with at least an open reading frame. The deduced amino acid sequences for these ribosomal proteins are well conserved among the two species (40-65% identity). Reflecting the high genomic guanine and cytosine (GC) content of M. luteus (74%), the codon usage of the genes is extremely biased toward use of G and C, about 94% of the codon third positions being G or C. Seven codons, AUA, AAA, AGA, UUA, GUA, CUA, and CAA, all of which have A at the codon third positions, are completely absent in the M. luteus genes examined. Out of 11 genes in the M. luteus spc and adk operons, 5 (10) use GUG (UGA) and 6 (1) use AUG (UAA) as an initiation (termination) codon.
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Affiliation(s)
- T Ohama
- Department of Biology, Faculty of Science, Nagoya University, Japan
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16
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Sharp PM, Devine KM. Codon usage and gene expression level in Dictyostelium discoideum: highly expressed genes do 'prefer' optimal codons. Nucleic Acids Res 1989; 17:5029-39. [PMID: 2762118 PMCID: PMC318092 DOI: 10.1093/nar/17.13.5029] [Citation(s) in RCA: 124] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
Codon usage patterns in the slime mould Dictyostelium discoideum have been re-examined (a total of 58 genes have been analysed). Considering the extreme A + T-richness of this genome (G + C = 22%), there is a surprising degree of codon usage variation among genes. For example, G + C content at silent sites varies from less than 10% to greater than 30%. It was previously suggested [Warrick, H.M. and Spudich, J.A. (1988) Nucleic Acids Res. 16: 6617-6635] that highly expressed genes contain fewer 'optimal' codons than genes expressed at lower levels. However, it appears that the optimal codons were misidentified. Multivariate statistical analysis shows that the greatest variation among genes is in relative usage of a particular subset of codons (about one per amino acid), many of which are C-ending. We have identified these as optimal codons, since (i) their frequency is positively correlated with gene expression level, and (ii) there is a strong mutation bias in this genome towards A and T nucleotides. Thus, codon usage in D. discoideum can be explained by a balance between the forces of mutational bias and translational selection.
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Affiliation(s)
- P M Sharp
- Department of Genetics, Trinity College, Dublin, Ireland
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17
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Abstract
The genetic code, once thought to be "frozen," shows variations from the universal code. Variations are found in mitochondria, Mycoplasma, and ciliated protozoa. The variations result from reassignment of codons, especially stop codons. The reassignments take place by disappearance of a codon from coding sequences, followed by its reappearance in a new role. Simultaneously, a changed anticodon must appear. We discuss the role of directional mutation pressure in the events, and we also describe the possibility that such events have taken place during early evolution of the genetic code and can occur during its present evolution.
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Affiliation(s)
- S Osawa
- Nagoya University, Department of Biology, Japan
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18
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Hanai R, Wada A. The effects of guanine and cytosine variation on dinucleotide frequency and amino acid composition in the human genome. J Mol Evol 1988; 27:321-5. [PMID: 3146642 DOI: 10.1007/bf02101194] [Citation(s) in RCA: 29] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
One hundred twelve human DNA sequences were analyzed with respect to dinucleotide frequency and amino acid composition. The variation in guanine and cytosine (G + C) content revealed: (1) at 2-3 and 3-1 doublet positions CG discrimination is attenuated at high G + C, but TA disfavor is enhanced, and (2) several amino acids are subject to G + C change. These findings have been reported in part for collections of sequences from various species. The present study confirms that in a single organism--the human--the G + C effects do exist. Aspects of the argument that connects G + C with protein thermal stability are also discussed.
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Affiliation(s)
- R Hanai
- Department of Physics, Faculty of Science, University of Tokyo, Japan
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19
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Yamao F, Iwagami S, Azumi Y, Muto A, Osawa S, Fujita N, Ishihama A. Evolutionary dynamics of tryptophan tRNAs in Mycoplasma capricolum. MOLECULAR & GENERAL GENETICS : MGG 1988; 212:364-9. [PMID: 3405203 DOI: 10.1007/bf00334708] [Citation(s) in RCA: 29] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Mycoplasma capricolum uses two tryptophan codons, the "universal" nonsense codon UGA and the universal codon UGG. The bacterium contains two tryptophan tRNAs, one with anticodon UCA, (U: 2'-O-methyl U derivative), and the other with CCA (5'-C: partially 2'-O-methylated). tRNAUCA would translate codons UGA and probably UGG by wobbling. tRNACCA is much less charged by tryptophan in the cells than tRNAUCA, and the intracellular amount of tRNACCA is 5-10 times lower than that of tRNAUCA. The genes for these two tRNAs are separated by a terminator-like structure in a single operon. In vitro transcription experiments suggest that the predominance of tRNAUCA over tRNACCA results from the attenuation of transcription by this terminator-like structure.
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Affiliation(s)
- F Yamao
- Department of Biology, Faculty of Science, Nagoya University, Japan
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