bioRxivMicrobiologyPreprint
De novo design of a safe and potent respiratory syncytial virus immuno-focusing antigen
Woo Yeon HwangiD, Jinung SongiD, Jiwon Choe, Keun Bon KuiD, Hyung-Sun Kim, Gun Young YooniD, Do Yeon KimiD, Mi‐Ra ChoiiD, Eun‐Ji KimiD, Jae Seung LeeiD, SungJun Park, Sung Kyun Lee, Seung Jun KimiD, Bonsu KuiD, Dae‐Gyun AhniD, Kyun‐Do KimiD, Chonsaeng Kim, Han Na SuhiD, Juyong LeeiD, Ho-Chul Shin, Junsu KoiD, Young‐Chan KwoniD
Abstract
Respiratory syncytial virus (RSV) remains the leading cause of severe respiratory infections in infants, the elderly, and the immunocompromised. Although stabilized full-length pre-fusion (pre-F) protein vaccines are promising, enhanced respiratory disease (ERD) remains a critical safety concern. Here, we used artificial intelligence to design a de novo immuno-focused antigen that structurally preserves the RSV F head region containing critical neutralising epitopes-- site O, II and V-while replacing the non-neutralising stem with a computationally designed scaffold to minimise immunopathological risk. The lead candidate, aRF6, elicited robust protective immunity against RSV in mice and similar immunogenicity in non-human primates without detectable toxicity. Importantly, in stringent ERD-promoting models, aRF6 induced minimal pulmonary pathology and markedly attenuated Th2-biased cytokine responses, outperforming formalin-inactivated RSV and full-length-stabilized pre-F. The results of cryoelectron microscopy confirmed that the aRF6 structure precisely matched the computational predictions. These results demonstrated that computationally designed de novo immuno-focused antigens can yield safe and effective RSV vaccines, thereby providing a rational framework for next-generation vaccine development.
- organism: mouse
- organism: non-human primate
- assay: protein structure
- research focus: drug response / drug discovery
- approach: deep learning
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Rational antigen engineering and mucosal delivery design for next-generation RSV vaccines
Wangjun Fu, Desheng Liu, … Xiangxi Wang·bioRxiv·Jul 28, 2026
- Rational design of respiratory syncytial virus dimeric F-subunit vaccines in protein and mRNA forms
Jing Li, Xuehui Ma, … Jianxun Qi·EBioMedicinePeer-reviewed·Aug 30, 2025
- Flexible RSV prefusogenic fusion glycoprotein exposes multiple neutralizing epitopes that may collectively contribute to protective immunity
N. Natel, J.-H. Tian, … G. Smith·bioRxiv·Sep 14, 2020
- Combination Ad26.RSV.preF/RSV preF protein vaccine induces superior humoral, cellular, and protective immunity compared with individual vaccine components in preclinical models
E. Saeland, L. van der Fits, … R. C. Zahn·bioRxiv·Sep 23, 2022
- Exploring different virulent proteins of human respiratory syncytial virus for designing a novel epitope-based polyvalent vaccine: Immunoinformatics and molecular dynamics approaches
A. T. Moin, M. A. Ullah, … S. Islam·bioRxiv·Feb 2, 2022
- Boosting subdominant neutralizing antibody responses with a computationally designed epitope-focused immunogen
F. Sesterhenn, M. Galloux, … B. Correia·bioRxiv·Nov 22, 2018