Computers in biology and medicine · 2025
Next-generation multi-epitope subunit vaccine design: A computational approach utilizing two stable proteins to combat Human Metapneumovirus (HMPV).
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Mahmud Supto Md Shakil, Hasan Shanto Md Rokibul, Tanoy Niaz Mahmood, Anam Fahim Md Fauzul, Hasan Mahamudul, Mia Md Mukthar, Ahmed Shakil
Аннотация
Human Metapneumovirus (HMPV) has become a major contributor to acute respiratory infections, particularly in young children, the elderly, and individuals with weakened immune systems. It leads to considerable hospitalizations, morbidity, and treatment costs. Given its clinical impact, the development of novel vaccines against HMPV is essential. This study focused on employing immunoinformatics techniques to produce a multi-epitope vaccine. Multi-epitope vaccines may provide broader protection than live attenuated vaccines by targeting multiple viral strains. Using the NCBI database, consensus sequences of two stable viral proteins, the fusion glycoprotein and matrix protein from two HMPV strains, were obtained. T-cell and B-cell epitopes were identified using the protein sequences, followed by assessments of their stability, antigenicity, and allergenicity. Three vaccine constructs were developed, among which V2 demonstrated high antigenicity (0.5801), non-allergenicity, and favorable solubility (0.551). The final construct incorporated adjuvants, immunogenic epitopes, and optimized linkers to enhance the immune response. The constructs were evaluated for physicochemical properties, 3D structure, and model refinement before molecular docking and dynamics simulations with MHC alleles and the TLR-4 receptor. Immunological simulation studies suggest that the vaccine candidate may elicit a specific immune response against HMPV. In silico cloning and codon optimization indicated that Escherichia coli could be a suitable host for expression. These computational findings support the potential of a multi-epitope subunit vaccine against HMPV. However, further in vitro and in vivo validation is essential.