ArticlePLoS neglected tropical diseases2008
Conservation and variability of dengue virus proteins: implications for vaccine design.
Article in PLoS neglected tropical diseases, 2008. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 58 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
58 citing papers in PubMed, 105 citations in OpenAlex.
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- T Cell Responses During Dengue Infection.Current topics in microbiology and immunology · 2026Review
- Design of a tetravalent dengue vaccine incorporating T-cell epitopes from NS3 and NS5 proteins and B-cell epitopes from the envelope protein using an immunoinformatics approach.Frontiers in cellular and infection microbiology · 2026Article
- Peptide MegaPools Approach to Evaluate the Dengue-Specific CD4 and CD8 T-Cell Response.Pathogens (Basel, Switzerland) · 2025Article
- Accurate structure-activity relationship prediction of antioxidant peptides using a multimodal deep learning framework.Journal of cheminformatics · 2025Article
- Investigation of small molecules disrupting dengue virus assembly by inhibiting capsid protein and blocking RNA encapsulation.Molecular diversity · 2025Article
- Comparative genomics and evolutionary analysis of dengue virus strains circulating in Pakistan.Virus genes · 2024Article
- DiMA: sequence diversity dynamics analyser for viruses.Briefings in bioinformatics · 2024Article
- T-Cell Epitope-Based Vaccines: A Promising Strategy for Prevention of Infectious Diseases.Vaccines · 2024Review
- The Flavivirus Non-Structural Protein 5 (NS5): Structure, Functions, and Targeting for Development of Vaccines and Therapeutics.Vaccines · 2024Review
- HMMPolish: a coding region polishing tool for TGS-sequenced RNA viruses.Briefings in bioinformatics · 2023Article
- Isolation and Identification of Dengue Virus Interactome with Human Plasma Proteins by Affinity Purification-Mass Spectrometry.Methods in molecular biology (Clifton, N.J.) · 2022Article
- Immunoinformatics Aided Design andFrontiers in immunology · 2022Article
- An Alignment-Independent Approach for the Study of Viral Sequence Diversity at Any Given Rank of Taxonomy Lineage.Biology · 2021Article
- Avian Influenza H7N9 Virus Adaptation to Human Hosts.Viruses · 2021Article
- Identification and selection of immunodominant B and T cell epitopes for dengue multi-epitope-based vaccine.Medical microbiology and immunology · 2021Review
- Probability of consolidation constrains novel serotype emergence in dengue fever virus.PloS one · 2021Article
- Conserved epitopes with high HLA-I population coverage are targets of CD8Scientific reports · 2020Article
- Cross-serotypically conserved epitope recommendations for a universal T cell-based dengue vaccine.PLoS neglected tropical diseases · 2020Article
- Using COVID-19 as a teaching tool in a time of remote learning: A workflow for bioinformatic approaches to identifying candidates for therapeutic and vaccine development.Biochemistry and molecular biology education : a bimonthly publication of the International Union of Biochemistry and Molecular Biology · 2020Article
Corrections and comments
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Authors and funding
11 authors at 3 institutions in 2 countries.
Funding
Abstract
backgroundGenetic variation and rapid evolution are hallmarks of RNA viruses, the result of high mutation rates in RNA replication and selection of mutants that enhance viral adaptation, including the escape from host immune responses. Variability is uneven across the genome because mutations resulting in a deleterious effect on viral fitness are restricted. RNA viruses are thus marked by protein sites permissive to multiple mutations and sites critical to viral structure-function that are evolutionarily robust and highly conserved. Identification and characterization of the historical dynamics of the conserved sites have relevance to multiple applications, including potential targets for diagnosis, and prophylactic and therapeutic purposes. METHODOLOGY/PRINCIPAL
findingsWe describe a large-scale identification and analysis of evolutionarily highly conserved amino acid sequences of the entire dengue virus (DENV) proteome, with a focus on sequences of 9 amino acids or more, and thus immune-relevant as potential T-cell determinants. DENV protein sequence data were collected from the NCBI Entrez protein database in 2005 (9,512 sequences) and again in 2007 (12,404 sequences). Forty-four (44) sequences (pan-DENV sequences), mainly those of nonstructural proteins and representing approximately 15% of the DENV polyprotein length, were identical in 80% or more of all recorded DENV sequences. Of these 44 sequences, 34 ( approximately 77%) were present in >or=95% of sequences of each DENV type, and 27 ( approximately 61%) were conserved in other Flaviviruses. The frequencies of variants of the pan-DENV sequences were low (0 to approximately 5%), as compared to variant frequencies of approximately 60 to approximately 85% in the non pan-DENV sequence regions. We further showed that the majority of the conserved sequences were immunologically relevant: 34 contained numerous predicted human leukocyte antigen (HLA) supertype-restricted peptide sequences, and 26 contained T-cell determinants identified by studies with HLA-transgenic mice and/or reported to be immunogenic in humans. CONCLUSIONS/SIGNIFICANCE: Forty-four (44) pan-DENV sequences of at least 9 amino acids were highly conserved and identical in 80% or more of all recorded DENV sequences, and the majority were found to be immune-relevant by their correspondence to known or putative HLA-restricted T-cell determinants. The conservation of these sequences through the entire recorded DENV genetic history supports their possible value for diagnosis, prophylactic and/or therapeutic applications. The combination of bioinformatics and experimental approaches applied herein provides a framework for large-scale and systematic analysis of conserved and variable sequences of other pathogens, in particular, for rapidly mutating viruses, such as influenza A virus and HIV.
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