Evidence map›Paper›PMID 42115669›Full record

ArticleScientific reports2026

Domain arrangement-driven immunogenicity of a computationally designed mRNA vaccine targeting PPE68, IrtA, and PE9 of Mycobacterium tuberculosis.

Theerawat Dobutr, Elena Stylianou, Helen McShane, Nawamin Pinpathomrat

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Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

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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.

2 · The registry

The trial behind it

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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

5 · Who and what money

Authors and funding

4 authors.

Theerawat DobutrDepartment of Biomedical Sciences and Biomedical Engineering, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand.
Elena StylianouThe Jenner Institute, University of Oxford, Old Road Campus Research Building, Roosevelt Drive, Oxford, UK.
Helen McShaneThe Jenner Institute, University of Oxford, Old Road Campus Research Building, Roosevelt Drive, Oxford, UK.
Nawamin PinpathomratDepartment of Biomedical Sciences and Biomedical Engineering, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand. nawamin.p@psu.ac.th.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Tuberculosis (TB), caused by Mycobacterium tuberculosis, remains a major global health challenge due to the limited efficacy of the Bacillus Calmette-Guérin (BCG) vaccine. Using an immunoinformatics-driven strategy, we designed and evaluated three distinct multi-epitope vaccine constructs (MEVCs) derived from PPE68, IrtA, and PE9, which were subsequently developed into an mRNA vaccine construct. T-cell and B-cell epitopes were predicted using IEDB tools and BepiPred-3.0, and the designed constructs were systematically evaluated for antigenicity, allergenicity, toxicity, and physicochemical characteristics. Structural modeling with AlphaFold3, followed by epitope mapping and molecular docking with TLR2 and TLR4/MD-2, identified Pattern 3 (PPE68-IrtA-PE9) as the most promising construct. It exhibited the highest antigenicity score (0.6122), a high abundance of B-cell epitopes (0.865), and demonstrated predicted binding to the TLR4/MD-2 complex (ΔG =  - 12.2 kcal/mol), forming 12 hydrogen bonds and engaging both receptor components, as well as to TLR2 (ΔG =  - 10.4 kcal/mol) with nine hydrogen bonds. In silico immune simulations of Pattern 3 predicted strong T-cell responses, elevated IFN-γ levels, and high IgG1, IgG2, and IgM titers, while the codon-optimized mRNA exhibited a stable secondary structure (ΔG =  - 2,217.20 kcal/mol). These results suggest that antigen domain arrangement may influence predicted immunogenicity and structural stability, and exhibit a favorable in silico safety profile, supporting PPE68-IrtA-PE9 as a promising mRNA vaccine design for further experimental evaluation.

Indexed as

Antigens, BacterialBacterial ProteinsImmunogenicity, VaccinemRNA VaccinesMycobacterium tuberculosisTuberculosisTuberculosis VaccinesAnimalsEpitope MappingEpitopes, B-LymphocyteEpitopes, T-LymphocyteHumansImmunoinformaticsMiceMolecular Docking SimulationRNA, MessengerAntigens, BacterialBacterial ProteinsEpitopes, B-LymphocyteEpitopes, T-LymphocytemRNA VaccinesRNA, MessengerToll-Like Receptor 2Toll-Like Receptor 4Tuberculosis VaccinesEpitope predictionmRNA vaccineTuberculosisVaccine designVaccine immunogenicity

Identifiers

PMID42115669
PMCPMC13350936

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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.