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Lost in translation: implications of HIV-1 codon usage for immune escape and drug resistance.

Synonymous nucleotide substitutions in protein-coding sequences are often regarded as evolutionarily neutral and not subject to selective pressure. However, synonymous codons can sometimes lead to different patterns of amino acid substitution by single nucleotide changes. Based on the deconstruction of the standard genetic code, we propose the term 'quasi-synonymous' to describe codons that specify the same amino acid, but lie on different mutational pathways, and we show that in at least one rapidly evolving organism, HIV-1, quasi-synonymy plays a role in its evolution. We present concrete examples that demonstrate the relevance of codon usage in the development of antiretroviral-drug resistance. In the case of the host immune response, the data indicates that viral evasion is achieved through use of codons that lie on the direct path to escape mutants, and equally, permit rapid reversion to wild-type in the absence of these selective pressures. Quasi-synonymy conditions HIV-1 and, potentially, other rapidly evolving organisms in their exploration of the mutational space.

Anti-HIV Agents↗

Relative contributions of codon usage, promoter efficiency and leader sequence to the antigen expression and immunogenicity of HIV-1 Env DNA vaccine.

Optimized antigen expression is critical to the immunogenicity of DNA vaccines. A number of approaches have been proposed to enhance the antigen expression and/or immunogenicity of DNA vaccines, but their relative contributions have not been compared in a same antigen system. In the current study, optimization of codon usage, enhancement of viral promoter function and selection of secretary leader sequences were evaluated for their roles in improving the immunogenicity of a same model antigen, the HIV-1 envelope glycoprotein. Our data demonstrated that all these factors can work synergistically to improve the final antigen expression and immunogenicity of HIV-1 Env DNA vaccines, indicating they work through different mechanisms. The best result came from the approach that optimized all three components in a DNA vaccine design. Our study further revealed that the levels of HIV-1 env-specific RNA transcripts in transiently transfected 293T cells were higher from the codon-optimized gene than the wild type counterpart. This finding suggested other mechanism may also contribute to the increased antigen expression and immunogenicity of codon-optimized DNA vaccines in addition to the improved tRNA usage in mammalian cells for codon-optimized viral genes as previously reported.

AIDS Vaccines↗

Do universal codon-usage patterns minimize the effects of mutation and translation error?

BACKGROUND: Do species use codons that reduce the impact of errors in translation or replication? The genetic code is arranged in a way that minimizes errors, defined as the sum of the differences in amino-acid properties caused by single-base changes from each codon to each other codon. However, the extent to which organisms optimize the genetic messages written in this code has been far less studied. We tested whether codon and amino-acid usages from 457 bacteria, 264 eukaryotes, and 33 archaea minimize errors compared to random usages, and whether changes in genome G+C content influence these error values. RESULTS: We tested the hypotheses that organisms choose their codon usage to minimize errors, and that the large observed variation in G+C content in coding sequences, but the low variation in G+U or G+A content, is due to differences in the effects of variation along these axes on the error value. Surprisingly, the biological distribution of error values has far lower variance than randomized error values, but error values of actual codon and amino-acid usages are actually greater than would be expected by chance. CONCLUSION: These unexpected findings suggest that selection against translation error has not produced codon or amino-acid usages that minimize the effects of errors, and that even messages with very different nucleotide compositions somehow maintain a relatively constant error value. They raise the question: why do all known organisms use highly error-minimizing genetic codes, but fail to minimize the errors in the mRNA messages they encode?

Animals↗

Optimization of codon usage enhances the immunogenicity of a DNA vaccine encoding mycobacterial antigen Ag85B.

In spite of its many other benefits, DNA vaccine is limited in its application by its insufficient immunogenicity. One promising approach for enhancing its immunogenicity is to maximize its expression in the immunized host. In the current study, we investigated whether codon optimization of the mycobacterial antigen Ag85B gene could enhance the expression and immunogenicity of the Ag85B DNA vaccine. We generated a synthetic humanized Ag85B (hAg85B) gene in which codon usage was optimized for expression in human cells. DNA plasmids with codon-optimized hAg85B increased the level of protein expression in vitro and in vivo. DNA vaccine with hAg85B induced stronger Th1-like and cytotoxic T-cell immune responses in BALB/c mice and generated higher protective immunity in a BALB/c mouse model of Mycobacterium tuberculosis aerosol infection than did the DNA vaccine with wild-type Ag85B. Therefore, our results suggest that codon optimization of mycobacterial antigens (e.g., Ag85B) could improve protein expression and thereby enhance the immunogenicity of DNA vaccines against M. tuberculosis.

Acyltransferases↗

Efficient induction of T-cell responses to carcinoembryonic antigen by a heterologous prime-boost regimen using DNA and adenovirus vectors carrying a codon usage optimized cDNA.

The immunogenic properties of plasmid DNA and recombinant adenovirus (Ad) encoding the carcinoembryonic antigen (CEA) were examined in mice by measuring both the amplitude and type of immune response, and the immunogenicity of codon usage optimized cDNA encoding CEA (CEAopt) was assessed both in C57Bl/6 and CEA transgenic mice. Vectors were injected into quadriceps muscle either alone or in combination, and plasmid DNA was electroporated to enhance gene expression efficiency and immunogenicity. Injection of plasmid pVIJ/CEA followed by Ad-CEA boost elicited the highest amplitude of both CD4+ and CD8+ T-cell response to the target antigen, measured by both IFNgamma-ELIspot assay and intracellular staining. Vectors carrying cDNA of CEAopt expressed a greater amount of the CEA protein than their wild-type counterparts, and this enhanced expression was associated with greater immunogenicity. Both CD4+ and CD8+ T-cell epitopes were mapped in the C-terminal portion of the protein. In CEA transgenic mice, only immunization based on repeated injections of pVIJ/CEAopt followed by Ad-CEAopt was able to elicit a CEA-specific CD8+ T-cell response, whereas the wild-type vectors did not break tolerance to this target antigen. MC38-CEA tumor cells injected s.c. in CEA transgenic mice vaccinated with CEAopt vectors exhibited delayed growth kinetics. These studies demonstrate that this type of genetic vaccine is highly immunogenic and can break tolerance to CEA tumor antigen in CEA transgenic mice.

Adenoviridae↗

Nucleotide sequence and codon usage of the elongation factor Tu(EF-Tu) gene from Mycoplasma pneumoniae.

The Mycoplasma pneumoniae tuf gene, encoding the elongation factor protein Tu, was cloned and sequenced. The nucleotide sequence of the mycoplasmal gene showed about 60% homology to the sequences of tuf genes of other prokaryotes, yeast mitochondria and Euglena gracilis chloroplasts, and about 75% similarity was found when comparing the deduced amino acid sequences of the various Tu proteins. The relatively low G + C content (40%) of the M. pneumoniae DNA was reflected in a low G + C content (44.6%) of the tuf gene, and in a preferential use of adenine and uracil at the third position of codons, yet codon usage analysis revealed the presence of almost all of the codons of the genetic code in the mycoplasmal gene. Southern blot hybridization of digested DNAs of 11 Mollicutes species with the entire M. pneumoniae tuf gene and with its 5' part suggested the presence of one copy only of this gene in the representative species of the Mollicutes. In this respect, the Mollicutes resemble Gram-positive bacteria and differ from the Gram-negative bacteria, which carry two copies of the tuf gene.

Amino Acid Sequence↗

Evolution of synonymous codon usage in metazoans.

The vast amount of data generated by genome projects and the recent development of population genetics models make comparative sequence analyses a very powerful approach with which to detect the footprints of selection. Studies on synonymous codon usage show that traits with minuscule phenotypic effects can be molded by natural selection. But variations in mutation patterns and processes of biased gene conversion make it difficult to distinguish between selective and neutral evolutionary processes.

Animals↗

Codon usage in Plasmodium falciparum.

The codon frequencies used in 7874 codons from 17 sequences of Plasmodium falciparum have been examined. The frequency distribution is markedly biased. A and C occur with similar frequency in all positions but G is predominantly in the first base and T is predominantly in the last position. This information can be used to predict the coding strand and reading frame of P. falciparum genes.

Animals↗

Comparison of dinucleotide frequency and codon usage in Toxoplasma and Plasmodium: evolutionary implications.

The weight-averaged observed/expected dinucleotide frequencies for the sum total of the coding regions of five Toxoplasma genes were compared with the same parameters previously determined for the coding regions of 21 Plasmodium genes. In addition, codon usage in the five Toxoplasma genes was compared with that in the 21 Plasmodium genes, and the percent distribution of amino acids in the Toxoplasma protein pool and the Plasmodium protein pool were compared with that in a general protein pool of 314 proteins. The results are consistent with the hypothesis that, contrary to currently held opinion, the genera Toxoplasma and Plasmodium are not especially closely related.

Animals↗

Codon usage and nucleotide composition in Coxiella burnetii.

Coxiella burnetii, the causative agent of Q fever, is an obligate intracellular bacterium. With the development of molecular biology techniques, there have been increasing efforts on gene cloning and other genetic analyses of this organism. In this report, we tabulate the codon usage (CU) and nucleotide (nt) co-occurrence in C. burnetii, based on available nt sequence data. The average G+C content of the C. burnetii genome is 42.4%, where the G+C content is 42.7% for the chromosome and 38.7% for the plasmid. In comparison to Escherichia coli, there is biased CU. Some codons are frequently used in C. burnetii, but rarely used in E. coli and vice versa. Plasmid genes prefer A or T at the first or third position of a codon. However, TAA remains the most used stop codon. In the AT-rich DNA of C. burnetii, A or T tend to occur together, forming A or T tracks.

Bacterial Proteins↗

Identifying chimerism in proteins using hidden Markov models of codon usage.

Protein chimerism is a phenomenon involving the combination of multiple ancestral sequences into a single, multi-domain protein through evolution. We propose a novel method for detecting chimeric proteins by analyzing their nucleotide sequence. The method tests for differences in the distributions of synonymous (isoaccepting) codons in different regions of the protein. The test involves the comparison of the ability of varying size hidden Markov models (HMMs) of codon usage to fit the natural sequence, relative to a set of randomized controls. We demonstrate the method on the families of yeast nuclear and mitochondrial amino-acyl tRNA synthetases. The method is potentially useful for the automated screening of entire genomes or large databases.

Amino Acyl-tRNA Synthetases↗

Effect of strong directional selection on weakly selected mutations at linked sites: implication for synonymous codon usage.

The fixation of weakly selected mutations can be greatly influenced by strong directional selection at linked loci. Here, I investigate a two-locus model in which weakly selected, reversible mutations occur at one locus and recurrent strong directional selection occurs at the other locus. This model is analogous to selection on codon usage at synonymous sites linked to nonsynonymous sites under strong directional selection. Two approximations obtained here describe the expected frequency of the weakly selected preferred alleles at equilibrium. These approximations, as well as simulation results, show that the level of codon bias declines with an increasing rate of substitution at the strongly selected locus, as expected from the well-understood theory that selection at one locus reduces the efficacy of selection at linked loci. These solutions are used to examine whether the negative correlation between codon bias and nonsynonymous substitution rates recently observed in Drosophila can be explained by this hitchhiking effect. It is shown that this observation can be reasonably well accounted for if a large fraction of the nonsynonymous substitutions on genes in the data set are driven by strong directional selection.

Alleles↗

Maximizing transcription efficiency causes codon usage bias.

The rate of protein synthesis depends on both the rate of initiation of translation and the rate of elongation of the peptide chain. The rate of initiation depends on the encountering rate between ribosomes and mRNA; this rate in turn depends on the concentration of ribosomes and mRNA. Thus, patterns of codon usage that increase transcriptional efficiency should increase mRNA concentration, which in turn would increase the initiation rate and the rate of protein synthesis. An optimality model of the transcriptional process is presented with the prediction that the most frequently used ribonucleotide at the third codon sites in mRNA molecules should be the same as the most abundant ribonucleotide at the third codon sites in mRNA molecules should be the same as the most abundant ribonucleotide in the cellular matrix where mRNA is transcribed. This prediction is supported by four kinds of evidence. First, A-ending codons are the most frequently used synonymous codons in mitochondria, where ATP is much more abundant than that of the three other ribonucleotides. Second, A-ending codons are more frequently used in mitochondrial genes than in nuclear genes. Third, protein genes from organisms with a high metabolic rate use more A-ending codons and have higher A content in their introns than those from organisms with a low metabolic rate.

Animals↗

Impact of codon usage modification on T cell immunogenicity and longevity of HIV-1 gag-specific DNA vaccines.

In this study, we analyzed the in vitro expression, potency and longevity of immune responses induced in a Balb/c mouse model by a synthetic HIV-1 GAG gene exhibiting a codon usage that was adapted to that of highly expressed mammalian genes (syngag). In contrast to a vector containing the wild-type (wt) GAG gene, the syngag construct enabled highly efficient Gag expression in both human and rodent cell lines in complete absence of Rev and Rev-responsive element. Immunization of Balb/c mice with the wt gag plasmid DNA induced only weak and inconsistent humoral immune responses. Mice vaccinated by syngag but not wt gag developed substantial and highly consistent Gag-specific antibody titers showing a clear T helper 1 polarization even with low doses of DNA. Moreover, vaccinated mice developed a strong Gag-specific cellular immune response, including cytotoxic T cells, which was not observed in wt gag-immunized animals. Both humoral and cellular immunity were efficient and lasted for more than 20 weeks. Furthermore, the induction of the humoral as well as the cellular immune response was independent of the immunization route (intramuscular or subcutaneous). These results clearly show the advantages of codon-optimized genes with respect to the expression and immunogenicity of plasmid DNA constructs, making them promising vaccine candidates for further studies.

AIDS Vaccines↗

Evident diversity of codon usage patterns of human genes with respect to chromosome banding patterns and chromosome numbers; relation between nucleotide sequence data and cytogenetic data.

The sequences of the human genome compiled in DNA databases are now about 10 megabase pairs (Mb), and thus the size of the sequences is several times the average size of chromosome bands at high resolution. By surveying this large quantity of data, it may be possible to clarify the global characteristics of the human genome, that is, correlation of gene sequence data (kb-level) to cytogenetic data (Mb-level). By extensively searching the GenBank database, we calculated codon usages in about 2000 human sequences. The highest G + C percentage at the third codon position was 97%, and that of about 250 sequences was 80% or more. The lowest G + C% was 27%, and that in about 150 sequences was 40% or less. A major portion of the GC-rich genes was found to be on special subsets of R-bands (T-bands and/or terminal R-bands). AT-rich genes, however, were mainly on G-bands or non-T-type internal R-bands. Average G + C% at the third position for individual chromosomes differed among chromosomes, and were related to T-band density, quinacrine dullness, and mitotic chiasmata density in the respective chromosomes.

Base Composition↗

Correlation between molecular clock ticking, codon usage fidelity of DNA repair, chromosome banding and chromatin compactness in germline cells.

The vertebrate genome is built of long DNA regions, relatively homogeneous in GC content, which likely correspond to bands on stained chromosomes. Large differences in composition have been found among DNA regions belonging to the same genome. They are paralleled by differences in codon usage in genes differently localized. The hypothesis presented here asserts that these differences in composition are caused by different mutational bias of alpha and beta DNA polymerases, these polymerases being involved to different extents in the repair of DNA lesions in compact and relaxed chromatin, respectively, in germline cells.

Animals↗

Nonrandom patterns of codon usage and of nucleotide substitutions in human alpha- and beta-globin genes: an evolutionary strategy reducing the rate of mutations with drastic effects?

Nucleotide substitutions within a structural gene can cause two principal "drastic" phenotypic effects at the protein level: translatable leads to untranslatable and nonpolar hydrophobic in equilibrium hydrophilic amino acid substitutions. The sequence of nucleotides in the structural human alpha- and beta-globin genes and their variants were examined to determine whether codon usage, patterns of nucleotide substitutions, or both, reduced the relative and absolute rates of these unfavorable mutations. Based on translation of abnormal hemoglobins, it is likely that all 61 nontermination codons are potentially translatable, though only 47 are normally used. Moreover, codons that can mutate to a termination codon are never used whenever the corresponding amino acid is specified also by triplets that cannot mutate to termination by a single-step mutation. Thus, the number of opportunities to mutate to an untranslatable codon is reduced to the minimum compatible with the amino acid composition of these chains. The relative rates of U in equilibrium non-U substitutions were much lower than those of other substitutions. Because U residues must be involved in most termination mutations and in all nonpolar hydrophobic in equilibrium hydrophilic amino acid substitutions, there is a considerable reduction of mutational events, causing drastic phenotypic effects. These findings are likely to be the end result of evolutionary selection by yet unknown mechanisms.

Base Sequence↗