Evidence map›Paper›PMID 41120486›Full record

ArticleScientific reports2025

Reverse vaccinology-driven construction and bioinformatics validation of a multi-epitope vaccine against Brucella spp.

Zheng-Long Chai, Xin-Xin Qi, Rui Li, Jia-Rui Luo, Chuang Li, Hui-Dong Shi, Ting-Ting Tian, Kai-Yu Shang, Yue-Jie Zhu, Feng-Bo Zhang

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. OralFrontiers in microbiology · 2026
    Article
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

10 authors.

Zheng-Long ChaiDepartment of Clinical Laboratory, The First Affiliated Hospital of Xinjiang Medical University, No. 393, Xinyi Road, Urumqi, 830011, Xinjiang, China.
Xin-Xin QiDepartment of Clinical Laboratory, The First Affiliated Hospital of Xinjiang Medical University, No. 393, Xinyi Road, Urumqi, 830011, Xinjiang, China.
Rui LiDepartment of Immunology, School of Basic Medical Sciences, Xinjiang Medical University, Urumqi, 830011, China.
Jia-Rui LuoDepartment of Clinical Laboratory, The First Affiliated Hospital of Xinjiang Medical University, No. 393, Xinyi Road, Urumqi, 830011, Xinjiang, China.
Chuang LiDepartment of Clinical Laboratory, The First Affiliated Hospital of Xinjiang Medical University, No. 393, Xinyi Road, Urumqi, 830011, Xinjiang, China.
Hui-Dong ShiDepartment of Clinical Laboratory, The First Affiliated Hospital of Xinjiang Medical University, No. 393, Xinyi Road, Urumqi, 830011, Xinjiang, China.
Ting-Ting TianDepartment of Clinical Laboratory, The First Affiliated Hospital of Xinjiang Medical University, No. 393, Xinyi Road, Urumqi, 830011, Xinjiang, China.
Kai-Yu ShangDepartment of Clinical Laboratory, The First Affiliated Hospital of Xinjiang Medical University, No. 393, Xinyi Road, Urumqi, 830011, Xinjiang, China.
Yue-Jie ZhuReproductive Medicine Center, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830054, China. 115127149@qq.com.
Feng-Bo ZhangDepartment of Clinical Laboratory, The First Affiliated Hospital of Xinjiang Medical University, No. 393, Xinyi Road, Urumqi, 830011, Xinjiang, China. zfb131@163.com.

Funding

Natural Science Foundation of China No. 82360394,82460399the Central Government Guides Local Science and Technology Development Fund Project ZYYD2025ZY19the Outstanding Youth Project of the Autonomous Region No.2023D01E12Youth Science and Technology Top Talent Project No.2022TSYCCX0112
6 · The paper itself

Abstract

Brucella spp., the causative agent of zoonotic brucellosis, poses a significant threat to both animal husbandry and human health. Given the limitations of current antibiotic treatments for human brucellosis, there is an urgent need to develop effective human vaccines. Using reverse vaccinology and bioinformatics approaches, we designed a multi-epitope vaccine (MEV) specifically targeting the CcmA, ccmC, and BepC membrane proteins, with the aim of providing robust protection against human infection.We screened 11 CTL, 9 HTL, 2 conformational B cell epitopes, and 9 linear B cell epitopes, linked them with GGGS,GPGPG and KK. and incorporated HMGN1 (high mobility group nucleosome binding protein 1) as an adjuvant and PADRE (a universal HTL epitope to enhance cross-population immunogenicity) to boost immunogenicity. Analyses showed the 638-amino-acid MEV had high antigenicity (1.2542, exceeded the threshold of 0.4), was non-toxic(ToxinPred2) and non-allergenic(AllergenFP), had low human homology(BLASTP e-value < 0.005), Instability index 26.80 (< 40),and good solubility(0.896, > 0.5).Molecular docking and dynamics confirmed its stability. Codon optimization for E. coli enhanced expression potential. Immunoinformatics simulations showed the MEV effectively increased antibody level,T cell counts, and proinflammatory cytokines.In conclusion, the MEV shows promise for brucellosis vaccine development. To fully assess its efficacy and safety, a series of in vivo experiments will be conducted using animal models, which will serve as a critical step towards validating its potential as a viable vaccine candidate.

Indexed as

BrucellaBrucella VaccineBrucellosisComputational BiologyVaccinologyAnimalsEpitopesEpitopes, B-LymphocyteEpitopes, T-LymphocyteFemaleHumansMiceBrucella VaccineEpitopesEpitopes, B-LymphocyteEpitopes, T-LymphocyteBrucellaContagious diseaseEpitope predictionImmunological simulationMulti-epitope vaccine

Identifiers

PMID41120486
PMCPMC12540849

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.