51
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Zhong J, Li Y, Zhao S, Liu S, Zhang Z. Mutation pressure shapes codon usage in the GC-Rich genome of foot-and-mouth disease virus. Virus Genes 2007; 35:767-76. [PMID: 17768673 PMCID: PMC7089325 DOI: 10.1007/s11262-007-0159-z] [Citation(s) in RCA: 59] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2007] [Accepted: 08/09/2007] [Indexed: 11/25/2022]
Abstract
Foot-and-mouth disease (FMD) is economically the most important viral-induced livestock disease worldwide. In this study, we report the results of a survey of codon usage bias of FMD virus (FMDV) representing all seven serotypes (A, O, C, Asia 1, SAT 1, SAT 2, and SAT 3). Correspondence analysis, a commonly used multivariate statistical approach, was carried out to analyze synonymous codon usage bias. The analysis showed that the overall extent of codon usage bias in FMDV is low. Furthermore, the good correlation between the frequency of G + C at the synonymous third position of sense codons (GC3S) content at silent sites of each sequence and codon usage bias suggested that mutation pressure rather than natural (translational) selection is the most important determinant of the codon bias observed. In addition, other factors, such as the lengths of open reading frame (ORF) and the hydrophobicity of genes also influence the codon usage variation among the genomes of FMDV in a minor way. The result of phylogenetic analyses based on the relative synonymous codon usage (RSCU) values indicated a few obvious phylogenetic incongruities, which suggest that more FMDV genome diversity may exist in nature than is currently indicated. Our work might give some clues to the features of FMDV genome and some evolutionary information of this virus.
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Affiliation(s)
- Jincheng Zhong
- University of Electronic Science and Technology of China, Chengdu, Sichuan 610054 P.R. China
| | - Yanmin Li
- Institute for Animal Health, Pirbright, Woking, Surrey GU24 0NF UK
| | - Sheng Zhao
- Jingmen Technical College, Jingmen, Hubei 448000 P.R. China
| | - Shenggang Liu
- University of Electronic Science and Technology of China, Chengdu, Sichuan 610054 P.R. China
| | - Zhidong Zhang
- Institute for Animal Health, Pirbright, Woking, Surrey GU24 0NF UK
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52
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Abstract
Human papillomaviruses complete their life cycle in differentiating epithelial cells that would not normally be competent for either cellular or viral DNA replication. To overcome this, papillomaviruses encode two groups of proteins that work together in the upper epithelial layers to amplify viral genomes. The E6 and E7 proteins play a critical role in driving differentiating epithelial cells that have left the basal layer, back into the cell cycle, in order to produce a replication-competent environment that can be used by the virus for genome amplification. Papillomavirus replication is heavily dependent on cellular replication proteins, but in addition needs the viral E1 and E2 proteins, which act to unwind viral DNA around the origin of replication, and to recruit essential cellular proteins to the replication site. Recent work using mutant viral genomes has suggested that two other viral proteins, E4 and E5, contribute to efficient replication in the upper epithelial layers, although the mechanisms by which they do this have not yet been clearly established. Genome amplification in the upper epithelial layers differs from maintenance replication in the basal layer, where viral genome replication appears coupled to that of the cellular genome. The onset of genome amplification during differentiation is thought to be triggered at least in part by an increase in E1 and E2 levels, and possibly also by a change in the relative levels of the two proteins. The role of E6 and E7 in basal cell replication is, however, uncertain and there is even some question as to the exact requirement for E1. Although similarities in papillomavirus lifecycle organization and protein function suggest a common mechanism by which viral DNA replication is regulated, differences in the site of infection and transmission route appear to manifest themselves as differences in the timing and extent of genome amplification. Understanding the patterns of protein expression seen during natural infection will be important in fully understanding how these differences arise.
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Affiliation(s)
- John Doorbar
- National Institute for Medical Research, Division of Virology, The Ridgeway, Mill Hill, London, NW7 1AA, UK
| | - Kenneth Raj
- National Institute for Medical Research, Division of Virology, The Ridgeway, Mill Hill, London, NW7 1AA, UK
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53
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Gu W, Ding J, Wang X, de Kluyver RL, Saunders NA, Frazer IH, Zhao KN. Generalized substitution of isoencoding codons shortens the duration of papillomavirus L1 protein expression in transiently gene-transfected keratinocytes due to cell differentiation. Nucleic Acids Res 2007; 35:4820-32. [PMID: 17621583 PMCID: PMC1950544 DOI: 10.1093/nar/gkm496] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Recently we reported that gene codon composition determines differentiation-dependent expression of the PV L1 genes in mouse primary keratinocytes (KCs) in vitro and in vivo (Zhao et al. 2005, Mol. Cell Biol. 25:8643–8655). Here, we investigated whether generalized substitution of isoencoding codons affects the duration of expression of PV L1 genes in mouse and human KCs in day 1 culture transiently transfected with native (Nat) and codon modified (Mod) L1 genes. Following transient transfection, KC continuously transcribed both Nat and Mod PV L1 genes for at least 12 days, with the levels of L1 mRNAs from the Mod L1 genes significantly higher than those from the Nat L1 genes. However, continuous L1 protein expression at day 9 post-transfection was observed for both mouse and human KCs transfected with the Nat L1 genes only. Further, aa-tRNAs prepared from D8 KC cultures enhanced translation of two PV Nat L1 DNAs in RRL lysate and PV Nat L1 mRNAs in D0 cell-free lysate, whereas aa-tRNAs from D0 KCs enhanced translation of PV Mod L1 mRNAs in D8 cell-free lysate. It appears that aa-tRNAs in less-differentiated and differentiated KCs differentially match the PV Nat and Mod L1 mRNAs to regulate their translations in vitro.
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Affiliation(s)
| | | | | | | | | | | | - Kong-Nan Zhao
- *To whom correspondence should be addressed.+61 07 3240 5282+61 07 3240 5946
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54
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Bravo IG, Alonso A. Phylogeny and evolution of papillomaviruses based on the E1 and E2 proteins. Virus Genes 2007; 34:249-62. [PMID: 16927128 DOI: 10.1007/s11262-006-0017-4] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2006] [Accepted: 06/09/2006] [Indexed: 12/26/2022]
Abstract
Papillomaviridae are a family of small double-stranded DNA viruses that infect stratified squamous epithelia in vertebrates. Members of this family are causative agents of malignant tumours, such as cervical cancer while others are associated with benign proliferative lesions. So far, Papillomaviruses (PVs) are classified according to the sequence identity in the capsid gene L1. However, evidence has accumulated indicating a discontinuity in the evolutionary history of the L1 and L2 genes of many PVs, giving rise to differences in the phylogenetic reconstructions of the early and of the late genes. Neither the oncogenes E5, E6 and E7 nor the upstream regulatory region are suitable for phylogenetic inference due to the poor conservation along the Papillomaviridae family. We have analysed here the evolutionary relationships of the PVs with respect to the E1 and E2 proteins, and the results provide both phylogeny and biologic behaviour of the viruses. The hierarchical taxonomic relationships can be structured as an alternative classification system in which mucosal high-risk viruses, mucosal low-risk viruses and viruses associated with cutaneous lesions are grouped separately and do not appear intermingled. Some important trends are also observed: first, evolution of the PVs has not been homogeneous, even in viruses that infect the same host, and second mucosal human PVs have evolved faster than their cutaneous counterparts. The evolutionary analysis based on the E1 and E2 proteins will allow us to better understand the generation of the diversity of the PVs and the development of malignancy associated with these viruses.
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Affiliation(s)
- Ignacio G Bravo
- Deutsches Krebsforschungszentrum (F050), Im Neuenheimer Feld-242, 69120 Heidelberg, Germany.
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55
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Sewatanon J, Srichatrapimuk S, Auewarakul P. Compositional bias and size of genomes of human DNA viruses. Intervirology 2006; 50:123-32. [PMID: 17191014 DOI: 10.1159/000098238] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2006] [Accepted: 07/27/2006] [Indexed: 11/19/2022] Open
Abstract
Genomes of 144 human DNA viruses were analyzed in the aspect of their compositional asymmetry. DNA viruses were divided into two groups according to their genome sizes. The analysis revealed that the level of guanine and cytosine (GC content) in the coding sequences of small genome DNA viruses was significantly lower than that of large genome DNA viruses. Because small genome viruses replicate their genomes using cellular enzymes, while large genome viruses use their own enzymes for genome replication, the two groups of viruses may be under different mutational bias and/or selection pressure. In these viruses, GC content at the third codon position correlated with GC content at the first and second codon position. However, the relationship in small genome DNA viruses was weaker than that in large genome DNA viruses, suggesting that their genome composition may be more strongly influenced by codon usage preference or restriction on amino acid composition.
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Affiliation(s)
- Jaturong Sewatanon
- Department of Microbiology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
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56
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Zheng ZM, Baker CC. Papillomavirus genome structure, expression, and post-transcriptional regulation. FRONT BIOSCI-LANDMRK 2006; 11:2286-302. [PMID: 16720315 PMCID: PMC1472295 DOI: 10.2741/1971] [Citation(s) in RCA: 289] [Impact Index Per Article: 16.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Papillomaviruses are a group of small non-enveloped DNA tumor viruses whose infection usually causes benign epithelial lesions (warts). Certain types of HPVs, such as HPV-16, HPV-18, and HPV-31, have been recognized as causative agents of cervical cancer and anal cancer and their infections, which arise via sexual transmission, are associated with more than 95% of cervical cancer. Papillomaviruses infect keratinocytes in the basal layer of stratified squamous epithelia and replicate in the nucleus of infected keratinocytes in a differentiation-dependent manner. Viral gene expression in infected cells depends on cell differentiation and is tightly regulated at the transcriptional and post-transcriptional levels. A noteworthy feature of all papillomavirus transcripts is that they are transcribed as a bicistronic or polycistronic form containing two or more ORFs and are polyadenylated at either an early or late poly(A) site. In the past ten years, remarkable progress has been made in understanding how this complex viral gene expression is regulated at the level of transcription (such as via DNA methylation) and particularly post-transcription (including RNA splicing, polyadenylation, and translation). Current knowledge of papillomavirus mRNA structure and RNA processing has provided some clues on how to control viral oncogene expression. However, we still have little knowledge about which mRNAs are used to translate each viral protein. Continuing research on post-transcriptional regulation of papillomavirus infection will remain as a future focus to provide more insights into papillomavirus-host interactions, the virus life-cycle, and viral oncogenesis.
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Affiliation(s)
- Zhi-Ming Zheng
- HIV and AIDS Malignancy Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
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57
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Abstract
HPVs (human papillomaviruses) infect epithelial cells and cause a variety of lesions ranging from common warts/verrucas to cervical neoplasia and cancer. Over 100 different HPV types have been identified so far, with a subset of these being classified as high risk. High-risk HPV DNA is found in almost all cervical cancers (>99.7%), with HPV16 being the most prevalent type in both low-grade disease and cervical neoplasia. Productive infection by high-risk HPV types is manifest as cervical flat warts or condyloma that shed infectious virions from their surface. Viral genomes are maintained as episomes in the basal layer, with viral gene expression being tightly controlled as the infected cells move towards the epithelial surface. The pattern of viral gene expression in low-grade cervical lesions resembles that seen in productive warts caused by other HPV types. High-grade neoplasia represents an abortive infection in which viral gene expression becomes deregulated, and the normal life cycle of the virus cannot be completed. Most cervical cancers arise within the cervical transformation zone at the squamous/columnar junction, and it has been suggested that this is a site where productive infection may be inefficiently supported. The high-risk E6 and E7 proteins drive cell proliferation through their association with PDZ domain proteins and Rb (retinoblastoma), and contribute to neoplastic progression, whereas E6-mediated p53 degradation prevents the normal repair of chance mutations in the cellular genome. Cancers usually arise in individuals who fail to resolve their infection and who retain oncogene expression for years or decades. In most individuals, immune regression eventually leads to clearance of the virus, or to its maintenance in a latent or asymptomatic state in the basal cells.
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Affiliation(s)
- John Doorbar
- Division of Virology, National Institute for Medical Research, The Ridgeway, Mill Hill, London NW7 1AA, UK.
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58
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Shackelton LA, Parrish CR, Holmes EC. Evolutionary basis of codon usage and nucleotide composition bias in vertebrate DNA viruses. J Mol Evol 2006; 62:551-63. [PMID: 16557338 DOI: 10.1007/s00239-005-0221-1] [Citation(s) in RCA: 219] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2005] [Accepted: 12/20/2005] [Indexed: 11/25/2022]
Abstract
Understanding the extent and causes of biases in codon usage and nucleotide composition is essential to the study of viral evolution, particularly the interplay between viruses and host cells or immune responses. To understand the common features and differences among viruses we analyzed the genomic characteristics of a representative collection of all sequenced vertebrate-infecting DNA viruses. This revealed that patterns of codon usage bias are strongly correlated with overall genomic GC content, suggesting that genome-wide mutational pressure, rather than natural selection for specific coding triplets, is the main determinant of codon usage. Further, we observed a striking difference in CpG content between DNA viruses with large and small genomes. While the majority of large genome viruses show the expected frequency of CpG, most small genome viruses had CpG contents far below expected values. The exceptions to this generalization, the large gammaherpesviruses and iridoviruses and the small dependoviruses, have sufficiently different life-cycle characteristics that they may help reveal some of the factors shaping the evolution of CpG usage in viruses.
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Affiliation(s)
- Laura A Shackelton
- Department of Zoology, University of Oxford, South Parks Road, Oxford OX1 3PS, UK
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59
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Zhao KN, Gu W, Fang NX, Saunders NA, Frazer IH. Gene codon composition determines differentiation-dependent expression of a viral capsid gene in keratinocytes in vitro and in vivo. Mol Cell Biol 2005; 25:8643-55. [PMID: 16166644 PMCID: PMC1265747 DOI: 10.1128/mcb.25.19.8643-8655.2005] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
By establishing mouse primary keratinocytes (KCs) in culture, we were able, for the first time, to express papillomavirus major capsid (L1) proteins by transient transfection of authentic or codon-modified L1 gene expression plasmids. We demonstrate in vitro and in vivo that gene codon composition is in part responsible for differentiation-dependent expression of L1 protein in KCs. L1 mRNA was present in similar amounts in differentiated and undifferentiated KCs transfected with authentic or codon-modified L1 genes and had a similar half-life, demonstrating that L1 protein production is posttranscriptionally regulated. We demonstrate further that KCs substantially change their tRNA profiles upon differentiation. Aminoacyl-tRNAs from differentiated KCs but not undifferentiated KCs enhanced the translation of authentic L1 mRNA, suggesting that differentiation-associated change to tRNA profiles enhances L1 expression in differentiated KCs. Thus, our data reveal a novel mechanism for regulation of gene expression utilized by a virus to direct viral capsid protein expression to the site of virion assembly in mature KCs. Analysis of two structural proteins of KCs, involucrin and keratin 14, suggests that translation of their mRNAs is also regulated, in association with KC differentiation in vitro, by a similar mechanism.
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MESH Headings
- Animals
- Biolistics
- Blotting, Northern
- Blotting, Western
- Capsid/chemistry
- Cell Differentiation
- Cells, Cultured
- Chromatography, High Pressure Liquid
- Codon
- DNA/metabolism
- Dactinomycin/pharmacology
- Gene Expression Regulation, Viral
- In Vitro Techniques
- Keratin-14
- Keratinocytes/cytology
- Keratinocytes/virology
- Keratins/metabolism
- Mice
- Mice, Inbred BALB C
- Microscopy, Fluorescence
- Nucleic Acid Hybridization
- Papillomaviridae/genetics
- Plasmids/metabolism
- Protein Biosynthesis
- Protein Precursors/metabolism
- RNA/metabolism
- RNA, Messenger/metabolism
- RNA, Transfer/chemistry
- RNA, Transfer/metabolism
- Reverse Transcriptase Polymerase Chain Reaction
- Time Factors
- Transfection
- Viruses/metabolism
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Affiliation(s)
- Kong-Nan Zhao
- Centre for Immunology and Cancer Research, The University of Queensland, Research Extension, Building 1, Princess Alexandra Hospital, Ipswich Road, Woolloongabba, Queensland 4102, Australia.
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60
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Das S, Paul S, Dutta C. Synonymous codon usage in adenoviruses: influence of mutation, selection and protein hydropathy. Virus Res 2005; 117:227-36. [PMID: 16307819 DOI: 10.1016/j.virusres.2005.10.007] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2005] [Revised: 10/19/2005] [Accepted: 10/19/2005] [Indexed: 11/23/2022]
Abstract
Trends in synonymous codon usage in adenoviruses have been examined through the multivariate statistical analysis on the annotated protein-coding regions of 22 adenoviral species, for which complete genome sequences are available. One of the major determinants of such trends is the G+C content at third codon positions of the genes, the average value of which varied from one viral genome to other depending on the overall mutational bias of the species. G3S and C3S interacted synergistically along the first principal axis of correspondence analysis on the Relative Synonymous Codon Usage of adenoviral genes, but antagonistically along the second principal axis. The intra-genomic variation in codon usage pattern in adenoviruses is generally influenced by asymmetrical mutational bias in two DNA strands. Other major determinants of the trends are the natural selection, putatively operative at the level of translation and quite interestingly, hydropathy of the encoded proteins. The trends in codon usage, though characterized by distinct virus-specific mutational bias, do not exhibit any sign of host-specificity. Significant variations are observed in synonymous codon choice in structural and nonstructural genes of adenoviruses.
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Affiliation(s)
- Sabyasachi Das
- Bioinformatics Centre, Indian Institute of Chemical Biology, 4, Raja S.C. Mullick Road, Kolkata 700032, India
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61
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García-Vallvé S, Alonso A, Bravo IG. Papillomaviruses: different genes have different histories. Trends Microbiol 2005; 13:514-21. [PMID: 16181783 DOI: 10.1016/j.tim.2005.09.003] [Citation(s) in RCA: 108] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2005] [Revised: 08/25/2005] [Accepted: 09/13/2005] [Indexed: 11/17/2022]
Abstract
Papillomaviruses (PVs) infect stratified squamous epithelia in vertebrates. Some PVs are associated with different types of cancer and with certain benign lesions. It has been assumed that PVs coevolved with their hosts. However, recently it has been shown that different regions of the genome have different evolutionary histories. The PV genome has a modular nature and appeared after the addition of pre-existent blocks. This order of appearance in the PV genome is evident today in the different evolutionary rates of the different genes, with new genes--E5, E6 and E7--diverging faster than old genes--E1, E2, L2 and L1. Here, we propose an evolutionary framework aiming to integrate genome evolution, PV biology and epidemiology of PV infections.
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Affiliation(s)
- Santiago García-Vallvé
- Evolutionary Genomics Group, Biochemistry and Biotechnology Department, Rovira i Virgili University (URV), c/ Marcel-li Domingo, s/n. Campus Sescelades, 43007 Tarragona, Spain
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62
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Zhou T, Gu W, Ma J, Sun X, Lu Z. Analysis of synonymous codon usage in H5N1 virus and other influenza A viruses. Biosystems 2005; 81:77-86. [PMID: 15917130 DOI: 10.1016/j.biosystems.2005.03.002] [Citation(s) in RCA: 103] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2004] [Revised: 03/05/2005] [Accepted: 03/07/2005] [Indexed: 10/25/2022]
Abstract
In this study, we calculated the codon usage bias in H5N1 virus and performed a comparative analysis of synonymous codon usage patterns in H5N1 virus, five other evolutionary related influenza A viruses and a influenza B virus. Codon usage bias in H5N1 genome is a little slight, which is mainly determined by the base compositions on the third codon position. By comparing synonymous codon usage patterns in different viruses, we observed that the codon usage pattern of H5N1 virus is similar with other influenza A viruses, but not influenza B virus, and the synonymous codon usage in influenza A virus genes is phylogenetically conservative, but not strain-specific. Synonymous codon usage in genes encoded by different influenza A viruses is genus conservative. Compositional constraints could explain most of the variation of synonymous codon usage among these virus genes, while gene function is also correlated to synonymous codon usages to a certain extent. However, translational selection and gene length have no effect on the variations of synonymous codon usage in these virus genes.
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Affiliation(s)
- Tong Zhou
- Key Laboratory of Molecular and Biomolecular Electronics of the Ministry of Education, Southeast University, Nanjing, Jiangsu 210096, China
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63
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Gu W, Li M, Zhao WM, Fang NX, Bu S, Frazer IH, Zhao KN. tRNASer(CGA) differentially regulates expression of wild-type and codon-modified papillomavirus L1 genes. Nucleic Acids Res 2004; 32:4448-61. [PMID: 15319446 PMCID: PMC516046 DOI: 10.1093/nar/gkh748] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Exogenous transfer RNAs (tRNAs) favor translation of bovine papillomavirus 1 wild-type (wt) L1 mRNA in in vitro translation systems (Zhou et al. 1999, J. Virol., 73, 4972-4982). We, therefore, investigated whether papillomavirus (PV) wt L1 protein expression could be enhanced in eukaryotic cells following exogenous tRNA supplementation. Both Chinese hamster ovary (CHO) and Cos1 cells, transfected with PV1 wt L1 genes, effectively transcribed the genes but did not translate them. However, L1 protein translation was demonstrated following co-transfection with the L1 gene and a gene expressing tRNA(Ser)(CGA). Cell lines, stably transfected with a bovine papillomavirus 1 (BPV1) wt L1 expression construct, produced L1 protein after the transfection of the tRNA(Ser)(CGA) gene, but not following the transfection with basal vectors, suggesting that tRNA(Ser)(CGA) gene enhanced wt L1 translation as a result of endogenous tRNA alterations and phosphorylation of translation initiation factors elF4E and elF2alpha in the tRNA(Ser)(CGA) transfected L1 cell lines. The tRNA(Ser)(CGA) gene expression significantly reduced translation of L1 proteins expressed from codon-modified (HB) PV L1 genes utilizing mammalian preferred codons, but had variable effects on translation of green fluorescent proteins (GFPs) expressed from six serine GFP variants. The changes of tRNA pools appear to match the codon composition of PV wt and HB L1 genes and serine GFP variants to regulate translation of their mRNAs. These findings demonstrate for the first time in eukaryotic cells that translation of the target genes can be differentially influenced by the provision of a single tRNA expression construct.
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Affiliation(s)
- Wenyi Gu
- Centre for Immunology and Cancer Research, University of Queensland, Princess Alexandra Hospital, Woolloongabba, Queensland 4102, Australia
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