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Natali EN, Babrak LM, Miho E. Prospective Artificial Intelligence to Dissect the Dengue Immune Response and Discover Therapeutics. Front Immunol 2021; 12:574411. [PMID: 34211454 PMCID: PMC8239437 DOI: 10.3389/fimmu.2021.574411] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Accepted: 05/17/2021] [Indexed: 01/02/2023] Open
Abstract
Dengue virus (DENV) poses a serious threat to global health as the causative agent of dengue fever. The virus is endemic in more than 128 countries resulting in approximately 390 million infection cases each year. Currently, there is no approved therapeutic for treatment nor a fully efficacious vaccine. The development of therapeutics is confounded and hampered by the complexity of the immune response to DENV, in particular to sequential infection with different DENV serotypes (DENV1-5). Researchers have shown that the DENV envelope (E) antigen is primarily responsible for the interaction and subsequent invasion of host cells for all serotypes and can elicit neutralizing antibodies in humans. The advent of high-throughput sequencing and the rapid advancements in computational analysis of complex data, has provided tools for the deconvolution of the DENV immune response. Several types of complex statistical analyses, machine learning models and complex visualizations can be applied to begin answering questions about the B- and T-cell immune responses to multiple infections, antibody-dependent enhancement, identification of novel therapeutics and advance vaccine research.
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Affiliation(s)
- Eriberto N. Natali
- Institute of Medical Engineering and Medical Informatics, School of Life Sciences, University of Applied Sciences and Arts Northwestern Switzerland FHNW, Muttenz, Switzerland
| | - Lmar M. Babrak
- Institute of Medical Engineering and Medical Informatics, School of Life Sciences, University of Applied Sciences and Arts Northwestern Switzerland FHNW, Muttenz, Switzerland
| | - Enkelejda Miho
- Institute of Medical Engineering and Medical Informatics, School of Life Sciences, University of Applied Sciences and Arts Northwestern Switzerland FHNW, Muttenz, Switzerland
- SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland
- aiNET GmbH, Basel, Switzerland
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2
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Zou M, Liu H, Li J, Yao X, Chen Y, Ke C, Liu S. Structure-activity relationship of flavonoid bifunctional inhibitors against Zika virus infection. Biochem Pharmacol 2020; 177:113962. [PMID: 32272109 DOI: 10.1016/j.bcp.2020.113962] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Accepted: 04/03/2020] [Indexed: 11/30/2022]
Abstract
Zika virus (ZIKV) infection is a global public health problem due to its rapid spread and the possibility of causing microcephaly. Currently, no specific antivirals against ZIKV are available for treatment. In the present study, several flavonoids (galangin, kaempferide, quercetin, myricetin and EGCG) were found to reduce ZIKV induced plaques and viral RNA copies with negligible cytotoxic effects on host cells. In addition, inhibition of ZIKV propagation by flavonoids showed structure-activity relationship. Our results demonstrate flavonoids as inhibitors of ZIKV entry and NS2B-NS3 protease. Hence, these flavonoids could be used as potential bifunctional drugs for treating ZIKV infections.
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Affiliation(s)
- Min Zou
- Guangdong Provincial Key Laboratory of New Drug Screening, Guangzhou Key Laboratory of Drug Research for Emerging Virus Prevention and Treatment, School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, China.
| | - Hongmiao Liu
- Guangdong Provincial Key Laboratory of New Drug Screening, Guangzhou Key Laboratory of Drug Research for Emerging Virus Prevention and Treatment, School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, China
| | - Jingyan Li
- Guangdong Provincial Key Laboratory of New Drug Screening, Guangzhou Key Laboratory of Drug Research for Emerging Virus Prevention and Treatment, School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, China
| | - Xingang Yao
- Guangdong Provincial Key Laboratory of New Drug Screening, Guangzhou Key Laboratory of Drug Research for Emerging Virus Prevention and Treatment, School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, China
| | - Yi Chen
- Guangdong Provincial Key Laboratory of New Drug Screening, Guangzhou Key Laboratory of Drug Research for Emerging Virus Prevention and Treatment, School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, China
| | - Changwen Ke
- Guangdong Provincial Center for Disease Control and Prevention, Guangdong, China
| | - Shuwen Liu
- Guangdong Provincial Key Laboratory of New Drug Screening, Guangzhou Key Laboratory of Drug Research for Emerging Virus Prevention and Treatment, School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, China.
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Intrahost Selection Pressures Drive Rapid Dengue Virus Microevolution in Acute Human Infections. Cell Host Microbe 2018; 22:400-410.e5. [PMID: 28910637 PMCID: PMC5616187 DOI: 10.1016/j.chom.2017.08.003] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2017] [Revised: 07/06/2017] [Accepted: 08/07/2017] [Indexed: 11/24/2022]
Abstract
Dengue, caused by four dengue virus serotypes (DENV-1 to DENV-4), is a highly prevalent mosquito-borne viral disease in humans. Yet, selection pressures driving DENV microevolution within human hosts (intrahost) remain unknown. We employed a whole-genome segmented amplification approach coupled with deep sequencing to profile DENV-3 intrahost diversity in peripheral blood mononuclear cell (PBMC) and plasma samples from 77 dengue patients. DENV-3 intrahost diversity appears to be driven by immune pressures as well as replicative success in PBMCs and potentially other replication sites. Hotspots for intrahost variation were detected in 59%-78% of patients in the viral Envelope and pre-Membrane/Membrane proteins, which together form the virion surface. Dominant variants at the hotspots arose via convergent microevolution, appear to be immune-escape variants, and were evolutionarily constrained at the macro level due to viral replication defects. Dengue is thus an example of an acute infection in which selection pressures within infected individuals drive rapid intrahost virus microevolution.
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Bui TT, Moi ML, Nabeshima T, Takemura T, Nguyen TT, Nguyen LN, Pham HTT, Nguyen TTT, Manh DH, Dumre SP, Mizukami S, Hirayama K, Tajima S, Le MTQ, Aoyagi K, Hasebe F, Morita K. A single amino acid substitution in the NS4B protein of Dengue virus confers enhanced virus growth and fitness in human cells in vitro through IFN-dependent host response. J Gen Virol 2018; 99:1044-1057. [PMID: 29916798 DOI: 10.1099/jgv.0.001092] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Dengue virus (DENV) replication between mosquito and human hosts is hypothesized to be associated with viral determinants that interact in a differential manner between hosts. However, the understanding of inter-host viral determinants that drive DENV replication and growth between hosts is limited. Through the use of clinical isolates, we identified an amino acid variation of Ala, Met and Val at position 116 of DENV-1 NS4B. While the proportion of virus with the NS4B-116V variant remained constantly high in serial passages in a mosquito cell line, populations of the NS4B-116M and NS4B-116A variants became dominant after serial passages in mammalian cell lines. Using recombinant DENV-1 viruses, the Val to Ala or Met alteration at position NS4B-116 (rDENV-1-NS4B-116A and rDENV-1-NS4B-116M) resulted in enhanced virus growth in human cells in comparison to the clone with Val at NS4B-116 (rDENV-1-NS4B-116V). However, the reverse phenomenon was observed in a mosquito cell line. Additionally, in a human cell line, differential levels of IFN-α/β and IFN-stimulated gene expressions (IFIT3, IFI44L, OAS1) suggested that the enhanced viral growth was dependent on the ability of the NS4B protein to hamper host IFN response during the early phase of infection. Overall, we identified a novel and critical viral determinant at the pTMD3 of NS4B region that displayed differential effects on DENV replication and fitness in human and mosquito cell lines. Taken together, the results suggest the importance of the NS4B protein in virus replication and adaptation between hosts.
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Affiliation(s)
- Thuy Thu Bui
- 1Department of Virology, Institute of Tropical Medicine, Nagasaki University, Nagasaki, Japan.,2Graduate School of Biomedical Sciences, Nagasaki University, Nagasaki, Japan
| | - Meng Ling Moi
- 1Department of Virology, Institute of Tropical Medicine, Nagasaki University, Nagasaki, Japan
| | - Takeshi Nabeshima
- 1Department of Virology, Institute of Tropical Medicine, Nagasaki University, Nagasaki, Japan
| | - Taichiro Takemura
- 3NIHE-Nagasaki Friendship Laboratory, Nagasaki University, Hanoi, Vietnam
| | - Trang Thu Nguyen
- 3NIHE-Nagasaki Friendship Laboratory, Nagasaki University, Hanoi, Vietnam
| | - Linh Ngoc Nguyen
- 4Department of Virology, National Institute of Hygiene and Epidemiology, Hanoi, Vietnam
| | - Hang Thi Thu Pham
- 4Department of Virology, National Institute of Hygiene and Epidemiology, Hanoi, Vietnam
| | - Thi Thu Thuy Nguyen
- 4Department of Virology, National Institute of Hygiene and Epidemiology, Hanoi, Vietnam
| | - Dao Huy Manh
- 2Graduate School of Biomedical Sciences, Nagasaki University, Nagasaki, Japan.,5Department of Immunogenetics, Institute of Tropical Medicine, Nagasaki University, Nagasaki, Japan
| | - Shyam Prakash Dumre
- 5Department of Immunogenetics, Institute of Tropical Medicine, Nagasaki University, Nagasaki, Japan
| | - Shusaku Mizukami
- 6Department of Clinical Product Development, Institute of Tropical Medicine, Nagasaki University, Nagasaki, Japan
| | - Kenji Hirayama
- 5Department of Immunogenetics, Institute of Tropical Medicine, Nagasaki University, Nagasaki, Japan
| | - Shigeru Tajima
- 7Department of Virology 1, National Insitute of Infectious Diseases, Tokyo, Japan
| | - Mai Thi Quynh Le
- 4Department of Virology, National Institute of Hygiene and Epidemiology, Hanoi, Vietnam
| | - Kiyoshi Aoyagi
- 8Department of Public Health, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Futoshi Hasebe
- 9Vietnam Research station, Center for Infectious Disease Research in Asia and Africa, Institute of Tropical Medicine, Nagasaki University, Nagasaki, Japan
| | - Kouichi Morita
- 1Department of Virology, Institute of Tropical Medicine, Nagasaki University, Nagasaki, Japan
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5
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Chernick A, Ambagala A, Orsel K, Wasmuth JD, van Marle G, van der Meer F. Bovine viral diarrhea virus genomic variation within persistently infected cattle. INFECTION GENETICS AND EVOLUTION 2018; 58:218-223. [PMID: 29306002 DOI: 10.1016/j.meegid.2018.01.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2017] [Revised: 12/27/2017] [Accepted: 01/02/2018] [Indexed: 01/21/2023]
Abstract
Bovine viral diarrhea virus (BVDV) is a single stranded RNA virus in the family Flaviviridae that causes a form of persistent infection. If a fetus is infected in utero during the first 120days of gestation the resulting calf will be immunotolerant to the infecting strain and maintain the virus for life. These animals are epidemiologically important in maintaining BVDV on farms, but also present a unique opportunity to study quasispecies in vivo in the absence of significant selection by the host adaptive immune response. We used deep sequencing and novel analytical methods to characterize the viral populations within the mesenteric lymph nodes of 10 persistently infected animals. Our results indicate that the pattern of variability across the viral genome from animal to animal is very consistent within BVDV subgenotypes. However, the individual mutations that constitute this variation are not necessarily the same in each animal. Even in the absence of significant immune selection the structural genes of BVDV vary more extensively than the non-structural genes. These findings could be useful for future vaccine design against BVDV as well as for measuring and understanding patterns of variation in other ssRNA viruses, especially those that belong to the family Flaviviridae.
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Affiliation(s)
- A Chernick
- Ecosystem and Public Health, Faculty of Veterinary Medicine, University of Calgary, Calgary, AB, Canada.
| | - A Ambagala
- Canadian Food Inspection Agency, Lethbridge Laboratory, Lethbridge, AB, Canada
| | - K Orsel
- Production Animal Health, Faculty of Veterinary Medicine, University of Calgary, Calgary, AB, Canada; Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - J D Wasmuth
- Ecosystem and Public Health, Faculty of Veterinary Medicine, University of Calgary, Calgary, AB, Canada
| | - G van Marle
- Microbiology, Immunology and Infectious Diseases, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - F van der Meer
- Ecosystem and Public Health, Faculty of Veterinary Medicine, University of Calgary, Calgary, AB, Canada; Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
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6
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Evolutionary dynamics of dengue virus populations within the mosquito vector. Curr Opin Virol 2016; 21:47-53. [DOI: 10.1016/j.coviro.2016.07.013] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2016] [Revised: 07/23/2016] [Accepted: 07/27/2016] [Indexed: 02/05/2023]
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Sim S, Hibberd ML. Genomic approaches for understanding dengue: insights from the virus, vector, and host. Genome Biol 2016; 17:38. [PMID: 26931545 PMCID: PMC4774013 DOI: 10.1186/s13059-016-0907-2] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
The incidence and geographic range of dengue have increased dramatically in recent decades. Climate change, rapid urbanization and increased global travel have facilitated the spread of both efficient mosquito vectors and the four dengue virus serotypes between population centers. At the same time, significant advances in genomics approaches have provided insights into host–pathogen interactions, immunogenetics, and viral evolution in both humans and mosquitoes. Here, we review these advances and the innovative treatment and control strategies that they are inspiring.
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Affiliation(s)
- Shuzhen Sim
- Infectious Diseases, Genome Institute of Singapore, Singapore, 138672, Singapore
| | - Martin L Hibberd
- Infectious Diseases, Genome Institute of Singapore, Singapore, 138672, Singapore. .,Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK.
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Choudhury MA, Lott WB, Banu S, Cheng AY, Teo YY, Ong RTH, Aaskov J. Nature and Extent of Genetic Diversity of Dengue Viruses Determined by 454 Pyrosequencing. PLoS One 2015; 10:e0142473. [PMID: 26566128 PMCID: PMC4643897 DOI: 10.1371/journal.pone.0142473] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2013] [Accepted: 10/22/2015] [Indexed: 12/23/2022] Open
Abstract
Dengue virus (DENV) populations are characteristically highly diverse. Regular lineage extinction and replacement is an important dynamic DENV feature, and most DENV lineage turnover events are associated with increased incidence of disease. The role of genetic diversity in DENV lineage extinctions is not understood. We investigated the nature and extent of genetic diversity in the envelope (E) gene of DENV serotype 1 representing different lineages histories. A region of the DENV genome spanning the E gene was amplified and sequenced by Roche/454 pyrosequencing. The pyrosequencing results identified distinct sub-populations (haplotypes) for each DENV-1 E gene. A phylogenetic tree was constructed with the consensus DENV-1 E gene nucleotide sequences, and the sequences of each constructed haplotype showed that the haplotypes segregated with the Sanger consensus sequence of the population from which they were drawn. Haplotypes determined through pyrosequencing identified a recombinant DENV genome that could not be identified through Sanger sequencing. Nucleotide level sequence diversities of DENV-1 populations determined from SNP analysis were very low, estimated from 0.009–0.01. There were also no stop codon, frameshift or non-frameshift mutations observed in the E genes of any lineage. No significant correlations between the accumulation of deleterious mutations or increasing genetic diversity and lineage extinction were observed (p>0.5). Although our hypothesis that accumulation of deleterious mutations over time led to the extinction and replacement of DENV lineages was ultimately not supported by the data, our data does highlight the significant technical issues that must be resolved in the way in which population diversity is measured for DENV and other viruses. The results provide an insight into the within-population genetic structure and diversity of DENV-1 populations.
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Affiliation(s)
- Md Abu Choudhury
- Menzies Health Institute Queensland, Griffith University, Brisbane, Australia
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Australia
- * E-mail:
| | - William B Lott
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Australia
- School of Chemistry, Physics, and Mechanical Engineering, Science and Engineering Faculty, Queensland University of Technology, Brisbane, Australia
| | - Shahera Banu
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Australia
| | - Anthony Youzhi Cheng
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
| | - Yik-Ying Teo
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
- Department of Statistics and Applied Probability, National University of Singapore, Singapore, Singapore
- Life Sciences Institute, National University of Singapore, Singapore, Singapore
- Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore
| | - Rick Twee-Hee Ong
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
| | - John Aaskov
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Australia
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9
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Analysis of Dengue Virus Genetic Diversity during Human and Mosquito Infection Reveals Genetic Constraints. PLoS Negl Trop Dis 2015; 9:e0004044. [PMID: 26327586 PMCID: PMC4556638 DOI: 10.1371/journal.pntd.0004044] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2015] [Accepted: 08/10/2015] [Indexed: 12/15/2022] Open
Abstract
Dengue viruses (DENV) cause debilitating and potentially life-threatening acute disease throughout the tropical world. While drug development efforts are underway, there are concerns that resistant strains will emerge rapidly. Indeed, antiviral drugs that target even conserved regions in other RNA viruses lose efficacy over time as the virus mutates. Here, we sought to determine if there are regions in the DENV genome that are not only evolutionarily conserved but genetically constrained in their ability to mutate and could hence serve as better antiviral targets. High-throughput sequencing of DENV-1 genome directly from twelve, paired dengue patients’ sera and then passaging these sera into the two primary mosquito vectors showed consistent and distinct sequence changes during infection. In particular, two residues in the NS5 protein coding sequence appear to be specifically acquired during infection in Ae. aegypti but not Ae. albopictus. Importantly, we identified a region within the NS3 protein coding sequence that is refractory to mutation during human and mosquito infection. Collectively, these findings provide fresh insights into antiviral targets and could serve as an approach to defining evolutionarily constrained regions for therapeutic targeting in other RNA viruses. Dengue viruses cause debilitating and potentially life-threatening acute disease throughout the tropical world. While drug development efforts are underway, there are concerns that drug-resistant strains will emerge rapidly. Indeed, many antiviral drugs for other RNA viruses lose efficacy over time as the virus mutates. Here, we sought to determine if there are regions in the dengue virus genome that are constrained in their ability to mutate and could therefore serve as better targets for antiviral drugs. Deep sequencing of the dengue virus 1 genome directly from the blood of twelve dengue patients and from mosquitoes given this blood showed consistent and distinct mutation patterns during infection. Importantly, we identified regions within the viral genome that are resistant to mutation during human and mosquito infection. Collectively, these findings provide fresh insights into potential antiviral targets and could serve as an approach to defining better regions for therapeutic targeting in other RNA viruses.
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de Sousa LRF, Wu H, Nebo L, Fernandes JB, da Silva MFDGF, Kiefer W, Kanitz M, Bodem J, Diederich WE, Schirmeister T, Vieira PC. Flavonoids as noncompetitive inhibitors of Dengue virus NS2B-NS3 protease: inhibition kinetics and docking studies. Bioorg Med Chem 2014; 23:466-70. [PMID: 25564380 DOI: 10.1016/j.bmc.2014.12.015] [Citation(s) in RCA: 96] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2014] [Revised: 12/02/2014] [Accepted: 12/12/2014] [Indexed: 10/24/2022]
Abstract
NS2B-NS3 is a serine protease of the Dengue virus considered a key target in the search for new antiviral drugs. In this study flavonoids were found to be inhibitors of NS2B-NS3 proteases of the Dengue virus serotypes 2 and 3 with IC50 values ranging from 15 to 44 μM. Agathisflavone (1) and myricetin (4) turned out to be noncompetitive inhibitors of dengue virus serotype 2 NS2B-NS3 protease with Ki values of 11 and 4.7 μM, respectively. Docking studies propose a binding mode of the flavonoids in a specific allosteric binding site of the enzyme. Analysis of biomolecular interactions of quercetin (5) with NT647-NHS-labeled Dengue virus serotype 3 NS2B-NS3 protease by microscale thermophoresis experiments, yielded a dissociation constant KD of 20 μM. Our results help to understand the mechanism of inhibition of the Dengue virus serine protease by flavonoids, which is essential for the development of improved inhibitors.
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Affiliation(s)
- Lorena Ramos Freitas de Sousa
- Departamento de Química, Universidade Federal de São Carlos, Washington Luís Km 235, 13565-905 São Carlos, São Paulo, Brazil; Institut für Pharmazie und Biochemie, Johannes Gutenberg-Universität Mainz, Staudinger Weg 5, D-55128 Mainz, Germany
| | - Hongmei Wu
- Institut für Pharmazie und Biochemie, Johannes Gutenberg-Universität Mainz, Staudinger Weg 5, D-55128 Mainz, Germany
| | - Liliane Nebo
- Departamento de Química, Universidade Federal de São Carlos, Washington Luís Km 235, 13565-905 São Carlos, São Paulo, Brazil
| | - João Batista Fernandes
- Departamento de Química, Universidade Federal de São Carlos, Washington Luís Km 235, 13565-905 São Carlos, São Paulo, Brazil
| | | | - Werner Kiefer
- Institut für Pharmazie und Biochemie, Johannes Gutenberg-Universität Mainz, Staudinger Weg 5, D-55128 Mainz, Germany
| | - Manuel Kanitz
- Institut für Pharmazeutische Chemie,Philipps-Universität Marburg, Marbacher Weg 6, 35032 Marburg, Hessen, Germany
| | - Jochen Bodem
- Institut für Virologie und Immunbiologie, Julius-Maximillians-Universität Würzburg, Versbacher Str. 7, 97078 Würzburg, Germany
| | - Wibke E Diederich
- Institut für Pharmazeutische Chemie,Philipps-Universität Marburg, Marbacher Weg 6, 35032 Marburg, Hessen, Germany
| | - Tanja Schirmeister
- Institut für Pharmazie und Biochemie, Johannes Gutenberg-Universität Mainz, Staudinger Weg 5, D-55128 Mainz, Germany
| | - Paulo Cezar Vieira
- Departamento de Química, Universidade Federal de São Carlos, Washington Luís Km 235, 13565-905 São Carlos, São Paulo, Brazil.
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Choudhury MA, Lott WB, Aaskov J. Distribution of fitness in populations of dengue viruses. PLoS One 2014; 9:e107264. [PMID: 25222471 PMCID: PMC4164612 DOI: 10.1371/journal.pone.0107264] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2013] [Accepted: 08/11/2014] [Indexed: 11/22/2022] Open
Abstract
Genetically diverse RNA viruses like dengue viruses (DENVs) segregate into multiple, genetically distinct, lineages that temporally arise and disappear on a regular basis. Lineage turnover may occur through multiple processes such as, stochastic or due to variations in fitness. To determine the variation of fitness, we measured the distribution of fitness within DENV populations and correlated it with lineage extinction and replacement. The fitness of most members within a population proved lower than the aggregate fitness of populations from which they were drawn, but lineage replacement events were not associated with changes in the distribution of fitness. These data provide insights into variations in fitness of DENV populations, extending our understanding of the complexity between members of individual populations.
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Affiliation(s)
- Md Abu Choudhury
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Queensland, Australia
| | - William B Lott
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Queensland, Australia; School of Chemistry, Physics, and Mechanical Engineering, Science and Engineering Faculty, Queensland University of Technology, Brisbane, Queensland, Australia
| | - John Aaskov
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Queensland, Australia
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Descloux E, La Fuentez C, Roca Y, De Lamballerie X. Clinical significance of intra-host variability of Dengue-1 virus in venous and capillary blood. Clin Microbiol Infect 2014; 20:O167-75. [PMID: 24397875 DOI: 10.1111/1469-0691.12368] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2013] [Revised: 08/05/2013] [Accepted: 08/10/2013] [Indexed: 11/27/2022]
Abstract
Dengue fever represents a major public health problem. Both viral and host immune factors are involved in severe infections. Humans and mosquito-vectors are infected with diverse viral populations that may play a role in viral adaptation and disease pathogenesis. Our objective was to analyse the intra-host genetic variability of dengue virus type 1 (DENV-1) in the venous and capillary blood and its relationships with the clinical presentation of dengue fever. Early serum samples were collected in 2009 from ten DENV-1-infected patients hospitalized in Santa Cruz de la Sierra, Bolivia. Partial viral envelope sequences were analysed at the inter-host and intra-host level. For each patient, an average of 56 clone sequences was analysed both in the venous sector and the capillary sector (from right and left hands). The ten consensus sequences were highly similar. The intra-host DENV-1 genetic variability was significantly lower in the venous sector than in the capillary sector, and in patients with haemorrhagic symptoms than in those without haemorrhagic symptoms, particularly in capillary samples. No relation was found with sex, age, dengue IgG-serological status, day of serum sampling, or viral load. Significant relationships were found between the clinical presentation of dengue fever and the variability of viral populations within hosts, particularly in capillary samples. The observed variability of envelope sequences at the early phase of dengue infection was not critically influenced by the previous dengue serological status of patients. An important part of viral microevolution may occur in the capillary sector and influence the mechanisms of severe forms.
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Affiliation(s)
- E Descloux
- IRD French Institute of Research for Development, EHESP French School of Public Health, UMR_D 190 "Emergence des Pathologies Virales" Aix-Marseille Université, Marseille, France; Service de Médecine Interne et Maladies Infectieuses, Centre Hospitalier Territorial de Nouvelle Calédonie, Noumea, New Caledonia
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Bäck AT, Lundkvist A. Dengue viruses - an overview. Infect Ecol Epidemiol 2013; 3:19839. [PMID: 24003364 PMCID: PMC3759171 DOI: 10.3402/iee.v3i0.19839] [Citation(s) in RCA: 143] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2012] [Revised: 07/11/2013] [Accepted: 07/16/2013] [Indexed: 12/11/2022] Open
Abstract
Dengue viruses (DENVs) cause the most common arthropod-borne viral disease in man with 50-100 million infections per year. Because of the lack of a vaccine and antiviral drugs, the sole measure of control is limiting the Aedes mosquito vectors. DENV infection can be asymptomatic or a self-limited, acute febrile disease ranging in severity. The classical form of dengue fever (DF) is characterized by high fever, headache, stomach ache, rash, myalgia, and arthralgia. Severe dengue, dengue hemorrhagic fever (DHF), and dengue shock syndrome (DSS) are accompanied by thrombocytopenia, vascular leakage, and hypotension. DSS, which can be fatal, is characterized by systemic shock. Despite intensive research, the underlying mechanisms causing severe dengue is still not well understood partly due to the lack of appropriate animal models of infection and disease. However, even though it is clear that both viral and host factors play important roles in the course of infection, a fundamental knowledge gap still remains to be filled regarding host cell tropism, crucial host immune response mechanisms, and viral markers for virulence.
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Affiliation(s)
- Anne Tuiskunen Bäck
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden ; Swedish Institute for Communicable Disease Control, Solna, Sweden ; Swedish International Development Cooperation Agency, Unit for Research Cooperation, Stockholm, Sweden
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Romano CM, Lauck M, Salvador FS, Lima CR, Villas-Boas LS, Araújo ESA, Levi JE, Pannuti CS, O'Connor D, Kallas EG. Inter- and intra-host viral diversity in a large seasonal DENV2 outbreak. PLoS One 2013; 8:e70318. [PMID: 23936406 PMCID: PMC3732279 DOI: 10.1371/journal.pone.0070318] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2013] [Accepted: 06/18/2013] [Indexed: 01/28/2023] Open
Abstract
Background High genetic diversity at both inter- and intra-host level are hallmarks of RNA viruses due to the error-prone nature of their genome replication. Several groups have evaluated the extent of viral variability using different RNA virus deep sequencing methods. Although much of this effort has been dedicated to pathogens that cause chronic infections in humans, few studies investigated arthropod-borne, acute viral infections. Methods and Principal Findings We deep sequenced the complete genome of ten DENV2 isolates from representative classical and severe cases sampled in a large outbreak in Brazil using two different approaches. Analysis of the consensus genomes confirmed the larger extent of the 2010 epidemic in comparison to a previous epidemic caused by the same viruses in another city two years before (genetic distance = 0.002 and 0.0008 respectively). Analysis of viral populations within the host revealed a high level of conservation. After excluding homopolymer regions of 454/Roche generated sequences, we found 10 to 44 variable sites per genome population at a frequency of >1%, resulting in very low intra-host genetic diversity. While up to 60% of all variable sites at intra-host level were non-synonymous changes, only 10% of inter-host variability resulted from non-synonymous mutations, indicative of purifying selection at the population level. Conclusions and Significance Despite the error-prone nature of RNA-dependent RNA-polymerase, dengue viruses maintain low levels of intra-host variability.
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Affiliation(s)
- Camila Malta Romano
- Instituto de Medicina Tropical de São Paulo e Faculdade de Medicina, Departamento de Moléstias Infecciosas e Parasitárias (LIMHC), Universidade de São Paulo, São Paulo, Brazil.
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A brief review on dengue molecular virology, diagnosis, treatment and prevalence in Pakistan. GENETIC VACCINES AND THERAPY 2012; 10:6. [PMID: 22929369 PMCID: PMC3478998 DOI: 10.1186/1479-0556-10-6] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/20/2012] [Accepted: 08/22/2012] [Indexed: 11/10/2022]
Abstract
Dengue virus infection is a serious health problem infecting 2.5 billion people worldwide. Dengue is now endemic in more than 100 countries, including Pakistan. Each year hundreds of people get infected with dengue in Pakistan. Currently, there is no vaccine available for the prevention of Dengue virus infection due to four viral serotypes. Dengue infection can cause death of patients in its most severity, meanwhile many antiviral compounds are being tested against dengue virus infection to eradicate this disease but still there is a need to develop an efficient, low-cost and safe vaccine that can target all the four serotypes of dengue virus. This review summarizes dengue molecular virology, important drug targets, prevalence in Pakistan, diagnosis, treatment and medicinal plant inhibitors against dengue.
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Genome-wide patterns of intrahuman dengue virus diversity reveal associations with viral phylogenetic clade and interhost diversity. J Virol 2012; 86:8546-58. [PMID: 22647702 DOI: 10.1128/jvi.00736-12] [Citation(s) in RCA: 66] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Analogous to observations in RNA viruses such as human immunodeficiency virus, genetic variation associated with intrahost dengue virus (DENV) populations has been postulated to influence viral fitness and disease pathogenesis. Previous attempts to investigate intrahost genetic variation in DENV characterized only a few viral genes or a limited number of full-length genomes. We developed a whole-genome amplification approach coupled with deep sequencing to capture intrahost diversity across the entire coding region of DENV-2. Using this approach, we sequenced DENV-2 genomes from the serum of 22 Nicaraguan individuals with secondary DENV infection and captured ∼75% of the DENV genome in each sample (range, 40 to 98%). We identified and quantified variants using a highly sensitive and specific method and determined that the extent of diversity was considerably lower than previous estimates. Significant differences in intrahost diversity were detected between genes and also between antigenically distinct domains of the Envelope gene. Interestingly, a strong association was discerned between the extent of intrahost diversity in a few genes and viral clade identity. Additionally, the abundance of viral variants within a host, as well as the impact of viral mutations on amino acid encoding and predicted protein function, determined whether intrahost variants were observed at the interhost level in circulating Nicaraguan DENV-2 populations, strongly suggestive of purifying selection across transmission events. Our data illustrate the value of high-coverage genome-wide analysis of intrahost diversity for high-resolution mapping of the relationship between intrahost diversity and clinical, epidemiological, and virological parameters of viral infection.
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High-resolution analysis of intrahost genetic diversity in dengue virus serotype 1 infection identifies mixed infections. J Virol 2011; 86:835-43. [PMID: 22090119 DOI: 10.1128/jvi.05985-11] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Little is known about the rate at which genetic variation is generated within intrahost populations of dengue virus (DENV) and what implications this diversity has for dengue pathogenesis, disease severity, and host immunity. Previous studies of intrahost DENV variation have used a low frequency of sampling and/or experimental methods that do not fully account for errors generated through amplification and sequencing of viral RNAs. We investigated the extent and pattern of genetic diversity in sequence data in domain III (DIII) of the envelope (E) gene in serial plasma samples (n = 49) taken from 17 patients infected with DENV type 1 (DENV-1), totaling some 8,458 clones. Statistically rigorous approaches were employed to account for artifactual variants resulting from amplification and sequencing, which we suggest have played a major role in previous studies of intrahost genetic variation. Accordingly, nucleotide sequence diversities of viral populations were very low, with conservative estimates of the average levels of genetic diversity ranging from 0 to 0.0013. Despite such sequence conservation, we observed clear evidence for mixed infection, with the presence of multiple phylogenetically distinct lineages present within the same host, while the presence of stop codon mutations in some samples suggests the action of complementation. In contrast to some previous studies we observed no relationship between the extent and pattern of DENV-1 genetic diversity and disease severity, immune status, or level of viremia.
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Abstract
Pathogenic viruses have RNA genomes that cause acute and chronic infections. These viruses replicate with high mutation rates and exhibit significant genetic diversity, so-called viral quasispecies. Viral quasispecies play an important role in chronic infectious diseases, but little is known about their involvement in acute infectious diseases such as dengue virus (DENV) infection. DENV, the most important human arbovirus, is a causative agent of dengue fever (DF) and dengue hemorrhagic fever (DHF). Accumulating observations suggest that DENV exists as an extremely diverse virus population, but its biological significance is unclear. In other virus diseases, quasispecies affect the therapeutic strategies using drugs and vaccines. Here, I describe the quasispecies of DENV and discuss the possible role of quasispecies in the pathogenesis of and therapeutic strategy against DENV infection in comparison with other viruses such as Hepatitis C virus, human immunodeficiency virus type 1, and poliovirus.
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Affiliation(s)
- Takeshi Kurosu
- Department of Virology, Research Institute for Microbial Diseases, Osaka University, 3-1 Yamadaoka, Suita, Osaka 565-0871, Japan
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19
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Skar H, Gutenkunst RN, Wilbe Ramsay K, Alaeus A, Albert J, Leitner T. Daily sampling of an HIV-1 patient with slowly progressing disease displays persistence of multiple env subpopulations consistent with neutrality. PLoS One 2011; 6:e21747. [PMID: 21829600 PMCID: PMC3149046 DOI: 10.1371/journal.pone.0021747] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2011] [Accepted: 06/06/2011] [Indexed: 01/29/2023] Open
Abstract
The molecular evolution of HIV-1 is characterized by frequent substitutions, indels and recombination events. In addition, a HIV-1 population may adapt through frequency changes of its variants. To reveal such population dynamics we analyzed HIV-1 subpopulation frequencies in an untreated patient with stable, low plasma HIV-1 RNA levels and close to normal CD4+ T-cell levels. The patient was intensively sampled during a 32-day period as well as approximately 1.5 years before and after this period (days −664, 1, 2, 3, 11, 18, 25, 32 and 522). 77 sequences of HIV-1 env (approximately 3100 nucleotides) were obtained from plasma by limiting dilution with 7–11 sequences per time point, except day −664. Phylogenetic analysis using maximum likelihood methods showed that the sequences clustered in six distinct subpopulations. We devised a method that took into account the relatively coarse sampling of the population. Data from days 1 through 32 were consistent with constant within-patient subpopulation frequencies. However, over longer time periods, i.e. between days 1…32 and 522, there were significant changes in subpopulation frequencies, which were consistent with evolutionarily neutral fluctuations. We found no clear signal of natural selection within the subpopulations over the study period, but positive selection was evident on the long branches that connected the subpopulations, which corresponds to >3 years as the subpopulations already were established when we started the study. Thus, selective forces may have been involved when the subpopulations were established. Genetic drift within subpopulations caused by de novo substitutions could be resolved after approximately one month. Overall, we conclude that subpopulation frequencies within this patient changed significantly over a time period of 1.5 years, but that this does not imply directional or balancing selection. We show that the short-term evolution we study here is likely representative for many patients of slow and normal disease progression.
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Affiliation(s)
- Helena Skar
- Department of Virology, Swedish Institute for Infectious Disease Control, Solna, Sweden
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institute, Stockholm, Sweden
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
| | - Ryan N. Gutenkunst
- Department of Molecular and Cellular Biology, University of Arizona, Tucson, Arizona, United States of America
| | - Karin Wilbe Ramsay
- Department of Virology, Swedish Institute for Infectious Disease Control, Solna, Sweden
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institute, Stockholm, Sweden
| | - Annette Alaeus
- Department of Medicine, Karolinska Institute, Stockholm, Sweden
| | - Jan Albert
- Department of Virology, Swedish Institute for Infectious Disease Control, Solna, Sweden
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institute, Stockholm, Sweden
| | - Thomas Leitner
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
- * E-mail:
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Mukherjee S, Hanley KA. RNA interference modulates replication of dengue virus in Drosophila melanogaster cells. BMC Microbiol 2010; 10:127. [PMID: 20420715 PMCID: PMC2874549 DOI: 10.1186/1471-2180-10-127] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2009] [Accepted: 04/27/2010] [Indexed: 11/10/2022] Open
Abstract
Background Mosquito-borne dengue virus (DENV, genus Flavivirus) has emerged as a major threat to global human health in recent decades, and novel strategies to contain the escalating dengue fever pandemic are urgently needed. RNA interference (RNAi) induced by exogenous small interfering RNAs (siRNAs) has shown promise for treatment of flavivirus infections in hosts and prevention of transmission by vectors. However, the impact of RNAi triggered by authentic virus infection on replication of DENV, or any flavivirus, has received little study. The objectives of the current study were threefold: first, to assess the utility of Drosophila melanogaster S2 cells for the study of DENV, second to investigate the impact of multiple enzymes in the RNAi pathway on DENV replication; and third to test for variation in the response of the four serotypes of DENV to modulation of RNAi. Results Three strains from each of the four DENV serotypes showed replication in S2 cells following infection at multiplicity of infection (MOI) 0.1 and MOI 10; each strain achieved titers > 4.0 log10pfu/ml five days after infection at MOI 10. The four serotypes did not differ in mean titer. S2 cells infected with DENV-1, 2, 3 or 4 produced siRNAs, indicating that infection triggered an RNAi response. Knockdown of one of the major enzymes in the RNAi pathway, Dicer-2 (Dcr-2), resulted in a 10 to 100-fold enhancement of replication of all twelve strains of DENV in S2 cells. While serotypes did not differ in their average response to Dcr-2 knockdown, strains within serotypes showed significant differences in their sensitivity to Dcr-2 knockdown. Moreover, knockdown of three additional components of the RNAi pathway, Argonaute 2 (Ago-2), Dcr-1 and Ago-1, also resulted in a significant increase in replication of the two DENV strains tested, and the magnitude of this increase was similar to that resulting from Dcr-2 knockdown. Conclusions These findings indicate that DENV can replicate in Drosophila S2 cells and that the RNAi pathway plays a role in modulating DENV replication in these cells. S2 cells offer a useful cell culture model for evaluation of the interaction between DENV and the RNAi response.
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Affiliation(s)
- Swati Mukherjee
- Molecular Biology Program, New Mexico State University, Las Cruces, NM 88003, USA
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Descloux E, Cao-Lormeau VM, Roche C, De Lamballerie X. Dengue 1 diversity and microevolution, French Polynesia 2001-2006: connection with epidemiology and clinics. PLoS Negl Trop Dis 2009; 3:e493. [PMID: 19652703 PMCID: PMC2714178 DOI: 10.1371/journal.pntd.0000493] [Citation(s) in RCA: 59] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2009] [Accepted: 07/01/2009] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Dengue fever (DF) is an emerging infectious disease in the tropics and subtropics. Determinants of DF epidemiology and factors involved in severe cases-dengue haemorrhagic fever (DHF) and dengue shock syndrome (DSS)-remain imperfectly characterized. Since 2000, serotype 1 (DENV-1) has predominated in the South Pacific. The aim of this study was (i) to determine the origin and (ii) to study the evolutionary relationships of DENV-1 viruses that have circulated in French Polynesia (FP) from the severe 2001 outbreak to the recent 2006 epidemic, and (iii) to analyse the viral intra-host genetic diversity according to clinical presentation. METHODOLOGY/PRINCIPAL FINDINGS Sequences of 181 envelope gene and 12 complete polyproteins of DENV-1 viruses obtained from human sera in FP during the 2001-2006 period were generated. Phylogenetic analysis showed that all DENV-1 FP strains belonged to genotype IV-"South Pacific" and derived from a single introduction event from South-East Asia followed by a 6-year in situ evolution. Although the ratio of nonsynonymous/synonymous substitutions per site indicated strong negative selection, a mutation in the envelope glycoprotein (S222T) appeared in 2002 and was subsequently fixed. It was noted that genetic diversification was very significant during the 2002-2005 period of endemic DENV-1 circulation. For nine DF sera and eight DHF/DSS sera, approximately 40 clones/serum of partial envelope gene were sequenced. Importantly, analysis revealed that the intra-host genetic diversity was significantly lower in severe cases than in classical DF. CONCLUSIONS/SIGNIFICANCE First, this study showed that DENV-1 epidemiology in FP was different from that described in other South-Pacific islands, characterized by a long sustained viral circulation and the absence of new viral introduction over a 6-year period. Second, a significant part of DENV-1 evolution was observed during the endemic period characterized by the rapid fixation of S222T in the envelope protein that may reflect genetic drift or adaptation to the mosquito vector. Third, for the first time, it is suggested that clinical outcome may be correlated with intra-host genetic diversity.
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Affiliation(s)
- Elodie Descloux
- UMR190, Emergence des Pathologies Virales, Université de la Méditerranée and Institut de Recherche pour le Développement, Marseille, France
- Laboratoire de Recherche en Virologie Médicale, Institut Louis Malardé, Papeete, Tahiti, French Polynesia
- * E-mail:
| | - Van-Mai Cao-Lormeau
- Laboratoire de Recherche en Virologie Médicale, Institut Louis Malardé, Papeete, Tahiti, French Polynesia
| | - Claudine Roche
- Laboratoire de Recherche en Virologie Médicale, Institut Louis Malardé, Papeete, Tahiti, French Polynesia
| | - Xavier De Lamballerie
- UMR190, Emergence des Pathologies Virales, Université de la Méditerranée and Institut de Recherche pour le Développement, Marseille, France
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22
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Weaver SC, Vasilakis N. Molecular evolution of dengue viruses: contributions of phylogenetics to understanding the history and epidemiology of the preeminent arboviral disease. INFECTION, GENETICS AND EVOLUTION : JOURNAL OF MOLECULAR EPIDEMIOLOGY AND EVOLUTIONARY GENETICS IN INFECTIOUS DISEASES 2009; 9:523-40. [PMID: 19460319 PMCID: PMC3609037 DOI: 10.1016/j.meegid.2009.02.003] [Citation(s) in RCA: 302] [Impact Index Per Article: 20.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2008] [Revised: 02/04/2009] [Accepted: 02/05/2009] [Indexed: 12/31/2022]
Abstract
Dengue viruses (DENV) are the most important arboviral pathogens in tropical and subtropical regions throughout the world, putting at risk of infection nearly a third of the global human population. Evidence from the historical record suggests a long association between these viruses and humans. The transmission of DENV includes a sylvatic, enzootic cycle between nonhuman primates and arboreal mosquitoes of the genus Aedes, and an urban, endemic/epidemic cycle between Aedes aegypti, a mosquito with larval development in peridomestic water containers, and human reservoir hosts. DENV are members of the genus Flavivirus in the Family Flaviviridae and comprise of 4 antigenically distinct serotypes (DENV-1-4). Although they are nearly identical epidemiologically, the 4 DENV serotypes are genetically quite distinct. Utilization of phylogenetic analyses based on partial and/or complete genomic sequences has elucidated the origins, epidemiology (genetic diversity, transmission dynamics and epidemic potential), and the forces that shape DENV molecular evolution (rates of evolution, selection pressures, population sizes, putative recombination and evolutionary constraints) in nature. In this review, we examine how phylogenetics have improved understanding of DENV population dynamics and sizes at various stages of infection and transmission, and how this information may influence pathogenesis and improve our ability to understand and predict DENV emergence.
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Affiliation(s)
- Scott C Weaver
- Department of Pathology, Center for Tropical Diseases, University of Texas Medical Branch, Galveston, TX 77555-0609, USA.
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Voronin Y, Holte S, Overbaugh J, Emerman M. Genetic drift of HIV populations in culture. PLoS Genet 2009; 5:e1000431. [PMID: 19300501 PMCID: PMC2652835 DOI: 10.1371/journal.pgen.1000431] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2008] [Accepted: 02/19/2009] [Indexed: 01/04/2023] Open
Abstract
Populations of Human Immunodeficiency Virus type 1 (HIV-1) undergo a surprisingly large amount of genetic drift in infected patients despite very large population sizes, which are predicted to be mostly deterministic. Several models have been proposed to explain this phenomenon, but all of them implicitly assume that the process of virus replication itself does not contribute to genetic drift. We developed an assay to measure the amount of genetic drift for HIV populations replicating in cell culture. The assay relies on creation of HIV populations of known size and measurements of variation in frequency of a neutral allele. Using this assay, we show that HIV undergoes approximately ten times more genetic drift than would be expected from its population size, which we defined as the number of infected cells in the culture. We showed that a large portion of the increase in genetic drift is due to non-synchronous infection of target cells. When infections are synchronized, genetic drift for the virus is only 3-fold higher than expected from its population size. Thus, the stochastic nature of biological processes involved in viral replication contributes to increased genetic drift in HIV populations. We propose that appreciation of these effects will allow better understanding of the evolutionary forces acting on HIV in infected patients. Genetic drift can be a strong evolutionary force, especially in small populations. Studies of HIV evolution within a single infected patient suggest that genetic drift plays an important role in the evolution of the virus, despite the large size of the viral population. The factors responsible for the high genetic drift are not known, but several models have been proposed to explain the phenomenon; all of them assume that the viral population is ideal. We measured the amount of genetic drift in HIV populations, replicating in the controlled environment of cell culture. We found that HIV populations exhibit approximately 10-fold more genetic drift than would be expected for an ideal population of similar size. Non-synchronous timing of infection is partially responsible for the increase, but other unidentified factors also contribute. While the increase in genetic drift observed for HIV in culture is not sufficient to explain the several orders of magnitude increase in intra-patient genetic drift, it provides strong experimental evidence for the intrinsic stochasticity of the HIV replication cycle. Understanding the sources of genetic drift is necessary to better understand the evolutionary forces that act upon HIV in vivo.
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Affiliation(s)
- Yegor Voronin
- Human Biology Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
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Jin X. Cellular and molecular basis of antibody-dependent enhancement in human dengue pathogenesis. Future Virol 2008. [DOI: 10.2217/17460794.3.4.343] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Dengue fever is gaining increased attention as a major global health problem. It occurs annually in 50–100 million people in more than 100 countries, and places half a million people at risk of life-threatening diseases: dengue hemorrhagic fever and dengue shock syndrome (DHF/DSS). The pathogenic mechanisms causing DHF/DSS are not clearly understood. This article reviews cellular and molecular mechanisms that might be responsible for the initiation of the pathogenic processes, including hypotheses for DHF/DSS, dengue-permissive target cells, putative dengue receptors, neutralizing and enhancing antibodies to dengue virus, mechanisms of vascular plasma leakage, innate immune response in dengue infection and antibody-dependent enhancement of dengue infection. While reviewing the literature, the article also gives the author’s opinion on perceived areas of importance for future research in human dengue pathogenesis.
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Affiliation(s)
- Xia Jin
- Department of Medicine, Infectious Diseases Division, University of Rochester Medical Center, 601 Elmwood Avenue, Box 689, Room 3-5103, Rochester, NY 14642, USA
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Bernardin F, Stramer SL, Rehermann B, Page-Shafer K, Cooper S, Bangsberg DR, Hahn J, Tobler L, Busch M, Delwart E. High levels of subgenomic HCV plasma RNA in immunosilent infections. Virology 2007; 365:446-56. [PMID: 17493654 PMCID: PMC2001282 DOI: 10.1016/j.virol.2007.04.003] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2007] [Revised: 03/14/2007] [Accepted: 04/04/2007] [Indexed: 02/09/2023]
Abstract
A genetic analysis of hepatitis C virus (HCV) in rare blood donors who remained HCV seronegative despite long-term high-level viremia revealed the chronic presence of HCV genomes with large in frame deletions in their structural genes. Full-length HCV genomes were only detected as minority variants. In one immunodeficiency virus (HIV) co-infected donor the truncated HCV genome transiently decreased in frequency concomitant with delayed seroconversion and re-emerged following partial seroreversion. The long-term production of heavily truncated HCV genomes in vivo suggests that these viruses retained the necessary elements for RNA replication while the deleted structural functions necessary for their spread in vivo was provided in trans by wild-type helper virus in co-infected cells. The absence of immunological pressure and a high viral load may therefore promote the emergence of truncated HCV subgenomic replicons in vivo.
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Clyde K, Kyle JL, Harris E. Recent advances in deciphering viral and host determinants of dengue virus replication and pathogenesis. J Virol 2006; 80:11418-31. [PMID: 16928749 PMCID: PMC1642597 DOI: 10.1128/jvi.01257-06] [Citation(s) in RCA: 264] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Affiliation(s)
- Karen Clyde
- Division of Infectious Diseases, School of Public Health, 140 Warren Hall, University of California, Berkeley, Berkeley, CA 94720-7360, USA
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Chao DY, King CC, Wang WK, Chen WJ, Wu HL, Chang GJJ. Strategically examining the full-genome of dengue virus type 3 in clinical isolates reveals its mutation spectra. Virol J 2005; 2:72. [PMID: 16120221 PMCID: PMC1208963 DOI: 10.1186/1743-422x-2-72] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2005] [Accepted: 08/24/2005] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Previous studies presented the quasispecies spectrum of the envelope region of dengue virus type 3 (DENV-3) from either clinical specimens or field-caught mosquitoes. However, the extent of sequence variation among full genomic sequences of DENV within infected individuals remains largely unknown. RESULTS Instead of arbitrarily choosing one genomic region in this study, the full genomic consensus sequences of six DENV-3 isolates were used to locate four genomic regions that had a higher potential of sequence heterogeneity at capsid-premembrane (C-prM), envelope (E), nonstructural protein 3 (NS3), and NS5. The extent of sequence heterogeneity revealed by clonal sequencing was genomic region-dependent, whereas the NS3 and NS5 had lower sequence heterogeneity than C-prM and E. Interestingly, the Phylogenetic Analysis by Maximum Likelihood program (PAML) analysis supported that the domain III of E region, the most heterogeneous region analyzed, was under the influence of positive selection. CONCLUSION This study confirmed previous reports that the most heterogeneous region of the dengue viral genome resided at the envelope region, of which the domain III was under positive selection pressure. Further studies will need to address the influence of these mutations on the overall fitness in different hosts (i.e., mosquito and human) during dengue viral transmission.
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Affiliation(s)
- Day-Yu Chao
- Institute of Epidemiology, College of Public Health, National Taiwan University (NTU), Taipei, Taiwan (100), Republic of China (R.O.C.)
| | - Chwan-Chuen King
- Institute of Epidemiology, College of Public Health, National Taiwan University (NTU), Taipei, Taiwan (100), Republic of China (R.O.C.)
| | - Wei-Kung Wang
- Institute of Microbiology, College of Medicine, NTU, Taipei, Taiwan (100), Republic of China (R.O.C.)
| | - Wei-June Chen
- Dept. of Parasitology, Chang Gung College of Medicine and Technology, Kwei-San, Tao-Yuan, Taiwan (100), Republic of China (R.O.C.)
| | - Hui-Lin Wu
- Hepatitis Research Center, NTU Hospital, Taipei, Taiwan (100), Republic of China (R.O.C.)
| | - Gwong-Jen J Chang
- Division of Vector-Borne Infectious Diseases, National Center for Infectious Diseases, Centers for Disease Control and Prevention (CDC), Fort Collins, USA
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Rodriguez-Roche R, Alvarez M, Gritsun T, Halstead S, Kouri G, Gould EA, Guzman MG. Virus evolution during a severe dengue epidemic in Cuba, 1997. Virology 2005; 334:154-9. [PMID: 15780865 DOI: 10.1016/j.virol.2005.01.037] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2004] [Revised: 01/06/2005] [Accepted: 01/27/2005] [Indexed: 10/25/2022]
Abstract
Full-length genomic sequences from six DENV-2 isolates sampled at different times during a dengue outbreak that occurred in Cuba in 1997 were determined. Phylogenetic analysis indicated that these isolates fall into the "American/Asian" genotype. Genome analysis revealed strong conservation of the structural proteins and the non-coding regions (5' NCR and 3' NCR). Nucleotide substitutions were observed in non-structural genes and most notably in the NS5 gene. There was a clear pattern of virus evolution during the epidemic; the earliest isolates sampled differed from those sampled later by amino acid replacements in the NS1 and NS5 proteins, although there was no evidence that these represented escape mutants. Further studies are therefore required to define the functional role of amino acid replacements observed and their possible relation to disease severity.
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Affiliation(s)
- Rosmari Rodriguez-Roche
- Department of Virology, PAHO/WHO Collaborating Center for Viral Diseases, Pedro Kourí Tropical Medicine Institute, Autopista Novia del Mediodía, Km 6, PO Box 601, Marianao 13, Havana, Cuba
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Barbezange C, Jestin V. Molecular study of the quasispecies evolution of a typical pigeon paramyxovirus type 1 after serial passages in pigeons by contact. Avian Pathol 2005; 34:111-22. [PMID: 16191691 DOI: 10.1080/03079450500059321] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
The quasispecies nature of a typical pigeon paramyxovirus type 1 (pPMV-1) was, for the first time, studied under conditions close to the natural infectious environment. The virus was serially passaged in pigeons by successive contacts. Viral heterogeneity was analysed in the kidneys and brain of five pigeons from the last contact, by reverse transcriptase-polymerase chain reactions performed on RNA directly extracted from the organ and targeting the P and HN genes of the virus. The viral diversity following in vivo passage was found to be different from that in the inoculum, but demonstrated the reality of the quasispecies concept for pPMV-1 strains. Moreover, some aberrant genomic RNAs comprising insertions in the P gene editing site or deletions in the HN gene were also detected, with possible consequences for the pathogenicity and infectivity of the virus.
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Affiliation(s)
- C Barbezange
- AFSSA (French Agency for Food Safety), Avian and Rabbit Virology Immunology and Parasitology Unit, BP53, 22440 Ploufragan, Ploufragan, France
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Lin SR, Hsieh SC, Yueh YY, Lin TH, Chao DY, Chen WJ, King CC, Wang WK. Study of sequence variation of dengue type 3 virus in naturally infected mosquitoes and human hosts: implications for transmission and evolution. J Virol 2004; 78:12717-21. [PMID: 15507664 PMCID: PMC525091 DOI: 10.1128/jvi.78.22.12717-12721.2004] [Citation(s) in RCA: 59] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Dengue virus is an arbovirus that replicates alternately in the mosquito vector and human host. We investigated sequences of dengue type 3 virus in naturally infected Aedes aegypti mosquitoes and in eight patients from the same outbreak and reported that the extent of sequence variation seen with the mosquitoes was generally lower than that seen with the patients (mean diversity, 0.21 versus 0.38% and 0.09 versus 0.23% for the envelope [E] and capsid [C] genes, respectively). This was further verified with five experimentally infected mosquitoes (mean diversity, 0.09 and 0.10% for the E and C genes, respectively). Examination of the quasispecies structures of the E sequences of the mosquitoes and of the patients revealed that the sequences of the major variants were the same, suggesting that the major variant was transmitted. These findings support our hypothesis that mosquitoes contribute to the evolutionary conservation of dengue virus by maintaining a more homogenous viral population and a dominant variant during transmission.
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Affiliation(s)
- Su-Ru Lin
- Institute of Microbiology, College of Medicine, National Taiwan University, No. 1 Sec. 1 Jen-Ai Rd., Taipei, Taiwan
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Barrero PR, Mistchenko AS. Complete genome sequencing of dengue virus type 1 isolated in Buenos Aires, Argentina. Virus Res 2004; 101:135-45. [PMID: 15041181 DOI: 10.1016/j.virusres.2003.12.033] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2003] [Revised: 12/22/2003] [Accepted: 12/22/2003] [Indexed: 12/12/2022]
Abstract
Dengue (DEN) constitutes a major viral arthropod-borne human illness. South America was last considered free of dengue two decades ago when a dramatic increase in the number of dengue fever and hemorrhagic dengue cases had been reported. Five viruses were isolated in Buenos Aires City from the 1999-2000 Paraguay outbreak. RT-PCRs obtained directly from plasma were cloned into pGemT vectors and sequences of the structural genes and NS1 were analyzed. Three viruses were full-length sequenced from RT-PCR obtained from cell-culture isolates. Excess of synonymous over non-synonymous mutations suggested that the structural proteins were under strong functional constraints while a weak purifying selection was operating in the whole polyprotein. Sequence diversity and selective pressures varied among patients but results were significantly above the procedure threshold. One sample showed small-plaque phenotype and impaired growth coupled to 3'untranslated region mutations. Phylogenetic analysis of full-length sequences split Buenos Aires isolates into two clusters within American DEN-1 genotype V: Clade I was phylogenetically linked to Brazilian samples and Clade II with samples from Paraguay and Northeastern Argentina. In Buenos Aires City, only dengue virus serotype 1 imported from Paraguay has been detected, though without evidence of local transmission.
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Affiliation(s)
- Paola R Barrero
- Laboratorio de Virología, Hospital de Niños Dr. Ricardo Gutiérrez., Gallo 1330, 1425 Buenos Aires, Argentina.
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Avilés G, Meissner J, Mantovani R, St Jeor S. Complete coding sequences of dengue-1 viruses from Paraguay and Argentina. Virus Res 2004; 98:75-82. [PMID: 14609632 DOI: 10.1016/j.virusres.2003.08.018] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
We have determined the complete coding sequences of six dengue-1 (DEN-1) viruses isolated from Paraguay and Argentina in 2000 from patients with dengue fever. Sequences of strains 259par00, 280par00, 295arg00, 297arg00 and 301arg00 can encode a polyprotein of 3392 amino acids. Strain 293arg00 circulated as a "wild type+deletion mutant" quasispecies, with a subpopulation characterized by a 3-nucleotide deletion in the NS4A region. This variant, which would encode a three amino acid change in the NS4A protein, was found as a minority population in one additional partially-sequenced isolate from the same outbreak. These six South American strains group into two different clades of the "American-African" DEN-1 genotype-one clade is most closely related to strains isolated from Brazil in 1997, the other to a Peruvian strain isolated in 1991 for which only partial sequence information is available. DEN-1 viruses isolated worldwide comprise at least four different genotypes according to previously defined classification criteria.
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Affiliation(s)
- G Avilés
- Department of Microbiology, University of Nevada, Reno, MS 200, Reno, NV 89557, USA.
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Holmes EC. Patterns of intra- and interhost nonsynonymous variation reveal strong purifying selection in dengue virus. J Virol 2003; 77:11296-8. [PMID: 14512579 PMCID: PMC224983 DOI: 10.1128/jvi.77.20.11296-11298.2003] [Citation(s) in RCA: 163] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Considerable uncertainty surrounds the evolutionary rates of and selection pressures acting on arthropod-borne RNA viruses (arboviruses). In particular, it is unclear why arboviruses such as dengue virus show substantial genetic variation within individual humans and mosquitoes yet low long-term rates of amino acid substitution. To address this question, I compared patterns of nonsynonymous variation in populations of dengue virus sampled at different levels of evolutionary divergence. Although nonsynonymous variation was abundant in viral populations within individual humans, there was a marked reduction in the frequency of nonsynonymous mutations in interhost comparisons. Moreover, intrahost genetic variation corresponded to a random pattern of mutation, and most of the sites that exhibited nonsynonymous variation within hosts were invariant at deeper phylogenetic levels. This loss of long-term nonsynonymous variation is the signature of extensive purifying selection such that more than 90% of all nonsynonymous mutations are deleterious. Consequently, although arboviruses are able to successfully adapt to diverse cell types, they are characterized by a high rate of deleterious mutation.
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Affiliation(s)
- Edward C Holmes
- Department of Zoology, University of Oxford, Oxford, United Kingdom.
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Emmenegger EJ, Troyer RM, Kurath G. Characterization of the mutant spectra of a fish RNA virus within individual hosts during natural infections. Virus Res 2003; 96:15-25. [PMID: 12951262 DOI: 10.1016/s0168-1702(03)00169-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Infectious hematopoietic necrosis virus (IHNV) is an RNA virus that causes significant mortalities of salmonids in the Pacific Northwest of North America. RNA virus populations typically contain genetic variants that form a heterogeneous virus pool, referred to as a quasispecies or mutant spectrum. This study characterized the mutant spectra of IHNV populations within individual fish reared in different environmental settings by RT-PCR of genomic viral RNA and determination of partial glycoprotein gene sequences of molecular clones. The diversity of the mutant spectra from ten in vivo populations was low and the average mutation frequencies of duplicate populations did not significantly exceed the background mutation level expected from the methodology. In contrast, two in vitro populations contained variants with an identical mutational hot spot. These results indicated that the mutant spectra of natural IHNV populations is very homogeneous, and does not explain the different magnitudes of genetic diversity observed between the different IHNV genogroups. Overall the mutant frequency of IHNV within its host is one of the lowest reported for RNA viruses.
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Abstract
After a virus infects an animal, antiviral responses are generated that attempt to prevent dissemination. Interferons, antibody, complement, T and natural killer cells all contribute to the control and eradication of viral infections. Most flaviviruses, with the exception of some of the encephalitic viruses, cause acute disease and do not establish persistent infection. The outcome of flavivirus infection in an animal is determined by a balance between the speed of viral replication and spread, and the immune system response. Although many of the mechanistic details require further elucidation, flaviviruses have evolved specific tactics to evade the innate and adaptive immune response. A more thorough understanding of these principles could lead to improved models for viral pathogenesis and to strategies for the development of novel antiviral agents.
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Affiliation(s)
- Michael S Diamond
- Department of Medicine, Washington University School of Medicine, Saint Louis, Missouri 63110, United States of America.
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