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Updated: May 13, 2026

Enrichment of Native and Recombinant Extracellular Vesicles of Mycobacteria
Published on: December 8, 2023
Domain arrangement-driven immunogenicity of a computationally designed mRNA vaccine targeting PPE68, IrtA, and PE9 of
Theerawat Dorbutr1, Elena Stylianou2, Helen McShane2
1Department of Biomedical Sciences and Biomedical Engineering, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand.
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.
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