Evidence map›Paper›PMID 42363226›Full record

ArticleJournal of nanobiotechnology2026

Rational design of an optimized ferritin nanoparticle vaccine targeting both SARS-CoV-2 and MERS-CoV.

Yaoming Liu, Haiyue Rao, Nana Wang, Xiaoqing Liu, Tao Chen, Bin Zhang, Jintao Lai, Jianyu Shan, Shiqi Xiao, Haojie Peng and 9 more

Abstract read
In one paragraph

Article in Journal of nanobiotechnology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

19 authors.

Yaoming Liu *College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China.
Haiyue Rao *Guangzhou National Laboratory, Guangzhou International Bio-Island, Guangzhou, 510005, China.
Nana Wang *Guangzhou National Laboratory, Guangzhou International Bio-Island, Guangzhou, 510005, China.
Xiaoqing LiuGuangzhou National Laboratory, Guangzhou International Bio-Island, Guangzhou, 510005, China.
Tao ChenGuangzhou National Laboratory, Guangzhou International Bio-Island, Guangzhou, 510005, China.
Bin ZhangCollege of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China.
Jintao LaiGuangzhou National Laboratory, Guangzhou International Bio-Island, Guangzhou, 510005, China.
Jianyu ShanState Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China.
Shiqi XiaoGuangzhou National Laboratory, Guangzhou International Bio-Island, Guangzhou, 510005, China.
Haojie PengGuangzhou National Laboratory, Guangzhou International Bio-Island, Guangzhou, 510005, China.
Yiqiang ZhuGuangzhou National Laboratory, Guangzhou International Bio-Island, Guangzhou, 510005, China.
Taizhen LiangGuangzhou National Laboratory, Guangzhou International Bio-Island, Guangzhou, 510005, China.
Sen LiuGuangzhou National Laboratory, Guangzhou International Bio-Island, Guangzhou, 510005, China.
Meilin HuGuangzhou National Laboratory, Guangzhou International Bio-Island, Guangzhou, 510005, China.
Lixiang XieGuangzhou National Laboratory, Guangzhou International Bio-Island, Guangzhou, 510005, China.
Guochang QiuGuangzhou National Laboratory, Guangzhou International Bio-Island, Guangzhou, 510005, China.
Xiaobo LiGuangzhou National Laboratory, Guangzhou International Bio-Island, Guangzhou, 510005, China.
Yaxin LiGuangzhou National Laboratory, Guangzhou International Bio-Island, Guangzhou, 510005, China. li_yaxin@gzlab.ac.cn.
Xiancai MaCollege of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China. ma_xiancai@gzlab.ac.cn.ORCID https://orcid.org/0000-0002-4934-4221

Funding

Basic and Applied Basic Research Foundation of Guangdong Province 2024B1515020068Guangdong Basic and Applied Basic Research Foundation 2023A04J0105Major Project of Guangzhou National Laboratory GZNL2024A01017National Natural Science Foundation of China (NSFC) 32500786National Natural Science Foundation of China (NSFC) 82572540
6 · The paper itself

Abstract

backgroundCoronaviruses including SARS-CoV-2 and MERS-CoV remain threats to global health. Ferritin nanoparticle-based vaccines are promising platforms for coronaviral multivalent antigen display. However, their development is often constrained by limited stability and homogeneity, which hinders scale-up manufacturing and long-term storage.

resultsHere, we employed artificial intelligence (AI)-guided structural modeling and optimization to introduce disulfide bonds into Helicobacter pylori ferritin (HPF). Cryo-EM at 2.2 Å confirmed the formation of inter-subunit disulfide bonds in the most promising variant HPF (I69C), resulting in a more homogeneous nanoparticle with enhanced thermal and pH stability, as well as improved solubility in physiological conditions. We utilized the ST003/SC003 molecular glue system to covalently conjugate receptor-binding domains (RBDs) of both SARS-CoV-2 and MERS-CoV, either as a mixture of individual RBD-HPF (I69C) particles or as a dimeric RBD displayed on a single HPF (I69C). Both bivalent nanoparticle vaccines elicited significantly higher titers of RBD-specific antibodies and neutralizing antibodies compared to monomeric and dimeric vaccines. Vaccination also increased frequencies of antigen-specific B cells and polyfunctional CD4

conclusionsOur study demonstrated that rationally engineered HPF (I69C) produced highly stable and efficiently functionalized nanoparticle vaccines capable of eliciting potent humoral and cellular immune responses against both SARS-CoV-2 and MERS-CoV infection, thereby supporting the further development of bivalent nanoparticle vaccine platforms.

Indexed as

COVID-19COVID-19 VaccinesFerritinsMiddle East Respiratory Syndrome CoronavirusNanoparticlesSARS-CoV-2Viral VaccinesAnimalsAntibodies, NeutralizingAntibodies, ViralCoronavirus InfectionsFemaleHumansMiceNanovaccinesProtein Subunit VaccinesAntibodies, NeutralizingAntibodies, ViralCOVID-19 VaccinesFerritinsNanovaccinesProtein Subunit VaccinesSpike Glycoprotein, CoronavirusViral VaccinesCoronavirusesDisulfide bondFerritinNanoparticle vaccine

Identifiers

PMID42363226
PMCPMC13573459

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.