Evidence map›Paper›PMID 41121599›Full record

ArticleJournal of cellular and molecular medicine2025

A Mutation-Based Reverse Vaccinology Approach Considering Variability in Epitopes to Combat Multi-Strains: A Study Using Glycoprotein of LASV.

Saurav Kumar Mishra, Rajesh B Patil, Amdola Tshering Sherpa, Mohammad Borhan Uddin, Md Harun-Or-Rashid, Muniruddin Ahmed, Turki M Dawoud, John J Georrge

Abstract read
In one paragraph

Article in Journal of cellular and molecular medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Proteome conserved multi-epitope-based vaccine construct against Nipah virus.Naunyn-Schmiedeberg's archives of pharmacology · 2026
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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

8 authors.

Saurav Kumar MishraDepartment of Bioinformatics, University of North Bengal, Darjeeling, India.
Rajesh B PatilDepartment of Pharmaceutical Chemistry, Sinhgad Technical Education Society's, Sinhgad College of Pharmacy, Pune, India.
Amdola Tshering SherpaDepartment of Bioinformatics, University of North Bengal, Darjeeling, India.
Mohammad Borhan UddinComputational Biology Research Laboratory, Department of Pharmacy, Daffodil International University, Dhaka, Bangladesh.ORCID 0009-0005-1420-5634
Md Harun-Or-RashidSchool of Engineering, Macquire University, Sydney, New South Wales, Australia.
Muniruddin AhmedComputational Biology Research Laboratory, Department of Pharmacy, Daffodil International University, Dhaka, Bangladesh.
Turki M DawoudDepartment of Botany and Microbiology, College of Science, King Saud University, Riyadh, Saudi Arabia.
John J GeorrgeDepartment of Bioinformatics, University of North Bengal, Darjeeling, India.

Funding

King Saud UniversityUniversity of North Bengal
6 · The paper itself

Abstract

Lassa virus (LASV) remains a persistent threat to public health, and to combat this, various therapeutics have been developed, but their effectiveness is limited due to the virus's strain variability. Therefore, mutation-based reverse vaccinology approaches were implemented to formulate an epitope-based vaccine against the LASV, considering the variability in the glycoprotein. The glycoprotein was examined to screen out the B and T cell epitopes and further examined for the immunodominant epitope activity assessment. These epitopes were mapped with the identified position to introduce variability. 2 LBL (Linear B-cell lymphocyte), 21 MHC-I (Major Histocompatibility Complex Class I), and 8 MHC-II potential epitopes were considered for wild and mutated (based on the mutation mapping). The wild and mutated vaccines were separately constructed, which comprise 545 amino acids in length by adjoining B and T cell epitopes via a specific linker, and also an adjuvant, PADRE epitope, 6xHis-Tag, was incorporated to enhance the effectiveness. The formulated vaccine showed acceptable 3D structure quality (most favoured of wild: 91.5% and mutated: 91%) and high population coverage, i.e., 94%. The docking examination of wild and mutated vaccine with toll-like receptor 2 (TLR-2) revealed strong binding affinity, that is, -11.1 and -19.9 kcal/mol, and remarkable stability over 100 ns simulation based on the RMSD, RMSF. The immune simulation and in silico-assisted cloning demonstrated a robust immune response and a remarkable expression in Escherichia coli system based on the GC% (wild; 57.51 and mutated; 57.57) and similar codon adaptive index value, that is, 0.93. The integrated approach will certainly aid in designing a mutation-based epitope-based vaccine that may counter different strains of LASV.

Indexed as

Epitopes, B-LymphocyteEpitopes, T-LymphocyteGlycoproteinsLassa virusMutationVaccinologyViral VaccinesEpitope MappingHumansEpitopes, B-LymphocyteEpitopes, T-LymphocyteGlycoproteinsViral VaccinesdockingepitopeglycoproteinLassa virusmutationsimulationvaccine

Identifiers

PMID41121599
PMCPMC12540218

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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.