BioMedInformatics (Jun 2024)

Utilizing Immunoinformatics for mRNA Vaccine Design against Influenza D Virus

  • Elijah Kolawole Oladipo,
  • Stephen Feranmi Adeyemo,
  • Modinat Wuraola Akinboade,
  • Temitope Michael Akinleye,
  • Kehinde Favour Siyanbola,
  • Precious Ayomide Adeogun,
  • Victor Michael Ogunfidodo,
  • Christiana Adewumi Adekunle,
  • Olubunmi Ayobami Elutade,
  • Esther Eghogho Omoathebu,
  • Blessing Oluwatunmise Taiwo,
  • Elizabeth Olawumi Akindiya,
  • Lucy Ochola,
  • Helen Onyeaka

DOI
https://doi.org/10.3390/biomedinformatics4020086
Journal volume & issue
Vol. 4, no. 2
pp. 1572 – 1588

Abstract

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Background: Influenza D Virus (IDV) presents a possible threat to animal and human health, necessitating the development of effective vaccines. Although no human illness linked to IDV has been reported, the possibility of human susceptibility to infection remains uncertain. Hence, there is a need for an animal vaccine to be designed. Such a vaccine will contribute to preventing and controlling IDV outbreaks and developing effective countermeasures against this emerging pathogen. This study, therefore, aimed to design an mRNA vaccine construct against IDV using immunoinformatic methods and evaluate its potential efficacy. Methods: A comprehensive methodology involving epitope prediction, vaccine construction, and structural analysis was employed. Viral sequences from six continents were collected and analyzed. A total of 88 Hemagglutinin Esterase Fusion (HEF) sequences from IDV isolates were obtained, of which 76 were identified as antigenic. Different bioinformatics tools were used to identify preferred CTL, HTL, and B-cell epitopes. The epitopes underwent thorough analysis, and those that can induce a lasting immunological response were selected for the construction. Results: The vaccine prototype comprised nine epitopes, an adjuvant, MHC I-targeting domain (MITD), Kozaq, 3′ UTR, 5′ UTR, and specific linkers. The mRNA vaccine construct exhibited antigenicity, non-toxicity, and non-allergenicity, with favourable physicochemical properties. The secondary and tertiary structure analyses revealed a stable and accurate vaccine construct. Molecular docking simulations also demonstrated strong binding affinity with toll-like receptors. Conclusions: The study provides a promising framework for developing an effective mRNA vaccine against IDV, highlighting its potential for mitigating the global impact of this viral infection. Further experimental studies are needed to confirm the vaccine’s efficacy and safety.

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