# Optimized Multi-Epitope Norovirus Vaccines Induce Robust Humoral and Cellular Responses in Mice

**Authors:** Ziyan Xing, Luyao Ji, Peifang Cao, Ercui Feng, Qing Xu, Xun Chen, Wenlong Dai, Nan Jiang

PMC · DOI: 10.3390/vaccines14010050 · Vaccines · 2025-12-31

## TL;DR

This study designs and tests multi-epitope vaccines against Norovirus GII.4 in mice, showing strong immune responses and the importance of adjuvant and epitope design.

## Contribution

A novel workflow for designing multi-epitope vaccines using computational and experimental methods to optimize immune responses.

## Key findings

- Three vaccine candidates (NV1, NV4, NV5) induced cross-reactive antibodies against GII.4 virus-like particles.
- NV5 with HSP adjuvant had the highest antibody titers, NV1 with TLR adjuvant induced the strongest cellular response.
- In silico analysis confirmed stronger interactions and stability for the NV1-TLR3 complex, supporting its immune efficacy.

## Abstract

Background: Norovirus GII.4 is a major global health threat, yet no licensed vaccines exist due to the virus’s rapid evolution and high mutation rates. Objective: To rationally design and experimentally validate multi-epitope vaccine candidates against Norovirus GII.4 using computational immunoinformatics and in vivo evaluation. Methods: We employed reverse vaccinology to screen optimal norovirus GII.4 epitopes and systematically designed four construction strategies to evaluate different epitope topologies and adjuvants. Candidates underwent molecular dynamics simulations and were expressed in E. coli. Immunogenicity was assessed in BALB/c mice via ELISA and ELISPOT to evaluate humoral and cellular responses. Results: Three candidates (NV1, NV4, NV5) were successfully produced and induced cross-reactive antibodies against authentic GII.4 virus-like particles. Notably, the construction strategy influenced the immune response: NV5 (repetitive epitopes and HSP as adjuvant) elicited the highest antigen-specific antibody titers, NV1 (all types of epitopes and TLR as adjuvant) induced the strongest cellular response, and NV4 (repetitive epitopes and TLR as adjuvant) achieved the most rapid immune response. Consistently, in silico analysis showed that the NV1-TLR3 complex exhibits tighter interaction, higher binding energy, and greater structural stability, supporting its superior capacity to trigger cellular immunity. Conclusions: A rational multi-epitope vaccine design workflow successfully realized the translation from computational design to functional vaccines. Optimizing adjuvant selection and epitope construction is critical for eliciting immune responses in next-generation norovirus vaccines.

## Linked entities

- **Proteins:** TLR3 (toll like receptor 3), HSP90B2P (heat shock protein 90 beta family member 2, pseudogene)
- **Species:** Escherichia coli (taxon 562)

## Full-text entities

- **Genes:** Tlr3 (toll-like receptor 3) [NCBI Gene 142980], Frem2 (Fras1 related extracellular matrix protein 2) [NCBI Gene 242022] {aka 6030440P17Rik, 8430406N05Rik, Gm409, b2b1562Clo, my, ne}
- **Chemicals:** Multi-Epitope Norovirus (-)
- **Species:** Escherichia coli (E. coli, species) [taxon 562], Mus musculus (house mouse, species) [taxon 10090], Norovirus (genus) [taxon 142786]

## Full text

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## Figures

9 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12846433/full.md

## References

120 references — full list in the complete paper: https://tomesphere.com/paper/PMC12846433/full.md

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Source: https://tomesphere.com/paper/PMC12846433