Evidence map›Paper›PMID 42908647›Full record

ArticleFrontiers in cellular and infection microbiology2026

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.

Theerawat Dobutr, Pemikar Srifa, Nawamin Pinpathomrat

Abstract read
In one paragraph

Article in Frontiers in cellular and infection microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Theerawat DobutrDepartment of Biomedical Sciences and Biomedical Engineering, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand.
Pemikar SrifaDepartment of Biomedical Sciences and Biomedical Engineering, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand.
Nawamin PinpathomratDepartment of Biomedical Sciences and Biomedical Engineering, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Dengue virus remains a major global health threat due to its four antigenically diverse serotypes and limited treatment and vaccine options. This study aimed to design and evaluate a rational tetravalent multi-epitope vaccine capable of eliciting broad cross-serotype immune responses against dengue virus. An immunoinformatics-driven strategy was employed to identify CTL, HTL, and B-cell epitopes from the NS3, NS5, and envelope domain III proteins of DENV-1 to DENV-4 based on antigenicity, allergenicity, and predicted immunogenic potential, followed by assessment of HLA population coverage. Among the selected CTL epitopes, three were completely conserved across all four serotypes, while one HTL epitope showed the highest conservation among the selected MHC class II epitopes. High-scoring linear B-cell epitopes were identified across EDIII of all four DENV serotypes, with several closely matching experimentally validated epitopes and predominantly localizing to the FG loop and DIII-DI hinge regions. The combined MHC class I and II population coverage reached 98.05% worldwide. The final vaccine construct comprised 584 amino acids incorporating 11 CTL, 14 HTL, and 7 B-cell epitopes linked to an N-terminal β-defensin adjuvant. Molecular docking, MM/GBSA calculations, and 200 ns molecular dynamics simulations demonstrated stable interactions with both TLR2 and TLR4/MD2 complexes, with docking binding energies of -16.2 and -26.0 kcal/mol and MM/GBSA binding free energies of -27.15 ± 0.54 and -52.50 ± 0.55 kcal/mol, respectively.

Indexed as

DengueDengue VaccinesDengue VirusEpitopes, B-LymphocyteEpitopes, T-LymphocyteViral Envelope ProteinsViral Nonstructural ProteinsDEAD-box RNA HelicasesHumansImmunoinformaticsMolecular Docking SimulationNucleoside-TriphosphataseProtein Subunit VaccinesRNA HelicasesSerine EndopeptidasesSerogroupDEAD-box RNA HelicasesDengue VaccinesEpitopes, B-LymphocyteEpitopes, T-LymphocyteNS5 protein, dengue virusNucleoside-TriphosphataseProtein Subunit VaccinesRNA HelicasesSerine EndopeptidasesViral Envelope ProteinsViral Nonstructural ProteinsViral Proteasesdengue virusepitope predictionHLAimmunoinformaticsmulti-epitope vaccine

Identifiers

PMID42908647
PMCPMC13683149

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.