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一种通过反向疫苗学和免疫信息学进行计算机设计的新型基于mRNA的狂犬病病毒多表位疫苗。

A novel mRNA-based multi-epitope vaccine for rabies virus computationally designed via reverse vaccinology and immunoinformatics.

作者信息

Tombari Wafa, Khamessi Oussema, Othman Houcemeddine, Kallala Ouafa, Mahjoub Rihab, Ghedira Kais, Trabelsi Abdelhalim

机构信息

Research laboratory for Epidemiology and immunogenetics of viral infections (LR14SP02), Sahloul University Hospital, University of Sousse, Sousse, Tunisia.

Higher Institute of Biotechnology of Sidi Thabet, Manouba University, Ariana, Manouba, BP-66, 2010, Tunisia.

出版信息

Sci Rep. 2025 Aug 19;15(1):30355. doi: 10.1038/s41598-025-16143-w.

DOI:10.1038/s41598-025-16143-w
PMID:40830404
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12365161/
Abstract

The current research investigated the development of a multi-epitope mRNA vaccine against the rabies virus on the basis of viral proteomes via the use of bioinformatic tools and reverse vaccinology. The aim of this study was to address the limitations of the currently available rabies vaccine by eliciting strong and long-lasting humoral and cellular immune responses. The cytotoxic T lymphocytes (CTLs), helper T lymphocytes (HTLs), and linear B-cell epitopes (LBLs) were mapped and prioritized from four top-ranking vaccine targets (nucleoprotein, phosphoprotein, matrix, and glycoprotein) that were highly antigenic, nonallergenic, nontoxic, and nonhuman homologs. The selected epitopes exhibited strong binding affinity to high-frequency HLA alleles, as evidenced by highly negative ΔG values and low dissociation constants, predicting efficient T-cell recognition and broad population coverage (96.01% globally). A single mRNA construct encompassing 21 shortlisted epitopes (four CTL, four HTL, and thirteen LBL epitopes) was designed with appropriate linkers and the immunostimulatory 50 S ribosomal protein L7/L12 adjuvant. Physicochemical analysis revealed stable, soluble, and hydrophobic properties, with an overall Ramachandran score of 93.2%, an ERRAT quality factor of 94.724%, and a Z score of -5.39. Additionally, molecular docking and normal mode analysis demonstrated the strong binding affinity of the vaccine construct-TLR-4 complex, with a minimum energy of -1655.0 kcal/mol, which was maintained by 23 hydrogen bonds and 2 salt bridge interactions, indicating significant structural stability and stiffness. The structural integrity and stable interaction of the complex were validated through 200 ns molecular dynamics simulations, as evidenced by stable RMSD and radius of gyration values, minimal fluctuations in RMSF, consistent solvent-accessible surface area (SASA), and well-defined conformational transitions observed in principal component analysis (PCA). In silico immune simulation revealed the capacity of the vaccine to stimulate the release of high levels of immunoglobulin, TH, and TC and the release of cytokines. It also has the ability to produce long-lasting memory cells, induce macrophage activity, and promote natural killer cell and neutrophil production. Moreover, further validation, including codon optimization and mRNA secondary structure prediction, confirmed the stable structure and high level of expression in the host. Overall, this study proposed a promising multi-epitope-based mRNA vaccine as an innovative therapeutic candidate against rabies. However, experimental validations are needed with systemic animal studies.

摘要

当前的研究通过使用生物信息学工具和反向疫苗学,基于病毒蛋白质组研究了一种针对狂犬病病毒的多表位mRNA疫苗的开发。本研究的目的是通过引发强烈且持久的体液免疫和细胞免疫反应来解决现有狂犬病疫苗的局限性。从四个高度抗原性、无致敏性、无毒性且无人类同源物的顶级疫苗靶点(核蛋白、磷蛋白、基质蛋白和糖蛋白)中绘制并确定了细胞毒性T淋巴细胞(CTL)、辅助性T淋巴细胞(HTL)和线性B细胞表位(LBL)的优先级。所选表位对高频HLA等位基因表现出强烈的结合亲和力,高度负的ΔG值和低解离常数证明了这一点,预测其能有效进行T细胞识别并覆盖广泛人群(全球覆盖率为96.01%)。设计了一个包含21个入围表位(四个CTL、四个HTL和十三个LBL表位)的单一mRNA构建体,并带有合适的接头和免疫刺激50S核糖体蛋白L7/L12佐剂。物理化学分析显示其具有稳定、可溶和疏水的特性,总体拉氏图得分93.2%,ERRAT质量因子94.724%,Z分数为 -5.39。此外,分子对接和正常模式分析表明疫苗构建体 - TLR - 4复合物具有很强的结合亲和力,最低能量为 -1655.0 kcal/mol,由23个氢键和2个盐桥相互作用维持,表明其具有显著的结构稳定性和刚性。通过200 ns分子动力学模拟验证了复合物的结构完整性和稳定相互作用,稳定的RMSD和回转半径值、RMSF的最小波动、一致的溶剂可及表面积(SASA)以及在主成分分析(PCA)中观察到的明确构象转变都证明了这一点。计算机免疫模拟显示该疫苗有能力刺激高水平免疫球蛋白、TH和TC的释放以及细胞因子的释放。它还具有产生持久记忆细胞、诱导巨噬细胞活性以及促进自然杀伤细胞和中性粒细胞产生的能力。此外,包括密码子优化和mRNA二级结构预测在内的进一步验证证实了其在宿主中的稳定结构和高表达水平。总体而言,本研究提出了一种有前景的基于多表位的mRNA疫苗,作为一种针对狂犬病的创新治疗候选物。然而,需要通过系统的动物研究进行实验验证。

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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3367/12365161/1ee4a2e21ec3/41598_2025_16143_Fig3a_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3367/12365161/0e686c2cf45f/41598_2025_16143_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3367/12365161/34239054f4f9/41598_2025_16143_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3367/12365161/13cfd7a4a560/41598_2025_16143_Fig6a_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3367/12365161/f34ad93325c4/41598_2025_16143_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3367/12365161/6e669dcb8e27/41598_2025_16143_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3367/12365161/9193cf921e08/41598_2025_16143_Fig9_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3367/12365161/9a342abe9591/41598_2025_16143_Fig10_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3367/12365161/0c44e2b96a74/41598_2025_16143_Fig11_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3367/12365161/07eda90e9fa2/41598_2025_16143_Fig12_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3367/12365161/3f63aad9a5ca/41598_2025_16143_Fig13_HTML.jpg

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