Evidence map›Paper›PMID 40320394›Full record

ArticleScientific reports2025

Rational computational design and development of an immunogenic multiepitope vaccine incorporating transmembrane proteins of Fusobacterium necrophorum.

Muhammad Naveed, Muhammad Toheed, Tariq Aziz, Muhammad Asim, Parveen Qadir, Hafiz Muzzammel Rehman, Rania Ali El Hadi Mohamed, Fakhria A Al-Joufi, Maher S Alwethaynani, Deema Fallatah

Erratum issuedAbstract 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. An erratum has been issued. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing 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

17 citing papers in PubMed.

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  16. Development of a vaccine construct againstNAR genomics and bioinformatics · 2025
    Article
  17. Characterization of T cell responses againstFrontiers in immunology · 2025
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Muhammad NaveedDepartment of Biotechnology, Faculty of Science and Technology, University of Central Punjab, Lahore, Pakistan. naveed.quaidian@gmail.com.
Muhammad ToheedDepartment of Biotechnology, Faculty of Science and Technology, University of Central Punjab, Lahore, Pakistan.
Tariq AzizLaboratory of Animal Health Food Hygiene and Quality, University of Ioannina, Arta, Greece.
Muhammad AsimDepartment of Biotechnology, Faculty of Science and Technology, University of Central Punjab, Lahore, Pakistan.
Parveen QadirDepartment of Biotechnology, Faculty of Science and Technology, University of Central Punjab, Lahore, Pakistan.
Hafiz Muzzammel RehmanSchool of Biochemistry & Biotechnology, University of the Punjab, Lahore, Pakistan.
Rania Ali El Hadi MohamedDepartment of Biology, College of Science, Princess Nourah bint Abdulrahman University, P.O. Box 84428, 11671, Riyadh, Saudi Arabia.
Fakhria A Al-JoufiDepartment of Pharmacology, College of Pharmacy, Jouf University, 72341, Aljouf, Saudi Arabia.
Maher S AlwethaynaniDepartment of Clinical Laboratory Sciences, College of Applied Medical Sciences, Shaqra University, Alquwayiyah, Riyadh, Saudi Arabia.
Deema FallatahDepartment of Medical Laboratory Sciences, College of Applied Medical Sciences, Prince Sattam Bin Abdulaziz University, 11942, Al-Kharj, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Fusobacterium necrophorum is a Gram-negative, anaerobic pathogen responsible for Lemierre's syndrome, bovine foot rot, and other necrotizing infections. The rise in antimicrobial resistance and the absence of effective vaccines underscore the need for alternative therapeutic strategies. This study employs computational biology to design a multi-epitope vaccine targeting transmembrane proteins of F. necrophorum to elicit strong immune responses. The selected proteins were evaluated for toxicity, allergenicity, and antigenicity, followed by epitope prediction and screening. B and T cell epitopes were linked using immunogenic linkers, forming a vaccine construct with a VaxiJen score of 0.7293 and a solubility score of 8.30 in E. coli. Structural validation using TrRosetta and Ramachandran plots confirmed 97.4% of residues in favored regions, indicating high stability. Population coverage analysis indicated over 99% global applicability, further enhancing its potential impact. Docking studies revealed strong interactions with immune receptors TLR7 and TLR8. TLR7 formed 12 hydrogen bonds, while TLR8(A) formed 9, and TLR8(B) exhibited the highest interaction, forming 13 hydrogen bonds with the vaccine construct. Molecular dynamics simulations confirmed structural stability and receptor engagement. The RMSD stabilized around 4-5 Å, indicating structural stability of the Vaccine-TLR8(B) complex. The Radius of Gyration remained around 36 Å, showing slight compaction over time, while RMSF peaked at 8-9 Å in flexible regions, with lower fluctuations (1.5-2.5 Å) in stable core regions. Principal component analysis (PCA) identified elastic regions critical for biological activity, and the stable energy levels (-5000 kJ/mol) further confirmed the reliability of the binding. Moreover, the vaccine exhibited high expression levels in E. coli, as demonstrated using SnapGene software with the pET-29a( +) vector. The vaccine demonstrated strong binding affinities with immune receptors and predicted activation of both humoral and cellular immune responses, including increased IgM, IgG, and cytokine levels. However, experimental validation is necessary to confirm safety and efficacy, and challenges in vaccine manufacturing and variable immune responses across populations must also be addressed.

Indexed as

Bacterial ProteinsBacterial VaccinesFusobacterium InfectionsFusobacterium necrophorumMembrane ProteinsAnimalsComputational BiologyEpitopes, B-LymphocyteEpitopes, T-LymphocyteMolecular Docking SimulationVaccine DevelopmentBacterial ProteinsBacterial VaccinesEpitopes, B-LymphocyteEpitopes, T-LymphocyteMembrane ProteinsFusobacterium necrophorumImmune simulationsLemierre’s syndromeMD simulationsMolecular dockingMultiepitope vaccine

Identifiers

PMID40320394
PMCPMC12050319

What OpenQuestion holds

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Registered trials

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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.