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Clinical Serum-Anchored Computational Design Pipeline for a Broad-Spectrum Influenza Multi-Epitope mRNA Vaccine
Lifang Yuan1,2, Zhiyao Ouyang3, Yifan Zhao3
1Guangdong Provincial Key Laboratory of Infection Immunity and Inflammation, School of Basic Medical Sciences, Shenzhen University Medical School, Shenzhen University, Shenzhen 518060, China.
Biology
|February 26, 2026
Summary
This study developed a novel computational pipeline for designing broad-spectrum influenza mRNA vaccines (MEMVs). The new method identifies key viral epitopes to create more effective vaccines against evolving influenza strains.
Area of Science:
- Vaccinology
- Computational Biology
- Immunology
Background:
- Influenza viruses pose a pandemic threat due to rapid antigenic drift, reducing conventional vaccine effectiveness.
- Developing broadly protective vaccines against influenza remains a significant challenge.
Purpose of the Study:
- To establish a clinical serum-anchored computational design pipeline for broad-spectrum multi-epitope mRNA vaccines (MEMVs).
- To bridge the gap between in silico vaccine design and clinical application for influenza.
Main Methods:
- Utilized longitudinal human sera and antibody-peptide microarrays to identify 12 immunodominant B-cell linear epitopes from influenza A and B nucleoprotein.
- Combined experimentally validated epitopes with in silico-predicted conserved T-cell epitopes (NP/HA/NA) to construct MEMV candidates.
- Employed molecular docking, molecular dynamics simulations, and in silico immunization (C-ImmSim) to assess MEMV-TLR3 compatibility and predict immune responses.
Main Results:
- Identified 12 immunodominant B-cell linear epitopes from influenza nucleoprotein.
- Constructed MEMV candidates with high antigenicity, non-toxicity, and 95.63% global HLA coverage.
- In silico simulations predicted robust B/T-cell responses and protective cytokine production (IFN-γ/IL-10).
Conclusions:
- The developed pipeline significantly shortens the preliminary design cycle for influenza vaccines.
- This approach offers a standardized strategy for combining epitopes for vaccine development.
- The identified epitopes serve as direct targets for future in vitro and in vivo studies.
Keywords:
antibody-peptide microarraybroad-spectrum vaccineimmunoinformaticsinfluenzamultiepitopepeptide-based vaccine
