Evidence map›Paper›PMID 42704553›Full record

ArticleActa parasitologica2026

Immunoinformatics Approach for the Designing of a Novel mRNA Vaccine Candidate Against Trypanosoma brucei.

Monira Swapna Nil, Shupriti Khandker, Samia Sadaf, Nadia Ahmed, Salman Reja, Md Sayfullah, Jannatul Ferdous, Suknna Saha, Abdulaziz Alamri, Mohd Shahnawaz Khan and 4 more

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

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

14 authors.

Monira Swapna Nil *Bioinformatics Laboratory (BioLab), Noakhali, 3814, Bangladesh.
Shupriti Khandker *Bioinformatics Laboratory (BioLab), Noakhali, 3814, Bangladesh.
Samia Sadaf *Bioinformatics Laboratory (BioLab), Noakhali, 3814, Bangladesh.
Nadia AhmedBioinformatics Laboratory (BioLab), Noakhali, 3814, Bangladesh.
Salman RejaBioinformatics Laboratory (BioLab), Noakhali, 3814, Bangladesh.
Md SayfullahBioinformatics Laboratory (BioLab), Noakhali, 3814, Bangladesh.
Jannatul FerdousBioinformatics Laboratory (BioLab), Noakhali, 3814, Bangladesh.
Suknna SahaBioinformatics Laboratory (BioLab), Noakhali, 3814, Bangladesh.
Abdulaziz AlamriDepartment of Biochemistry, College of Sciences, King Saud University, 11451, Riyadh, Saudi Arabia.
Mohd Shahnawaz KhanDepartment of Biochemistry, College of Sciences, King Saud University, 11451, Riyadh, Saudi Arabia.
Shakil AhmedBioinformatics Laboratory (BioLab), Noakhali, 3814, Bangladesh.
Shah WajedCNRS, UMR8113, LBPA, Ecole Normale Superieure Paris-Saclay, University of Paris Saclay, 4 Avenue Des Sciences, 91190, Gif-Sur-Yvette, France.
Ahmad Abdullah MahdeenBioinformatics Laboratory (BioLab), Noakhali, 3814, Bangladesh.
Noimul Hasan SiddiqueeBioinformatics Laboratory (BioLab), Noakhali, 3814, Bangladesh. noimul.microbiology.nstu@gmail.com.ORCID https://orcid.org/0000-0002-0936-6653

Funding

King Saud University ORF-2026-552
6 · The paper itself

Abstract

backgroundTrypanosoma brucei causes Human African Trypanosomiasis (HAT), which has a devastating impact on an individual's health. Currently, there is no FDA-approved vaccine for HAT prevention. Therefore, reverse vaccinology approaches were utilized to design an mRNA vaccine candidate.

methodsVariant surface glycoprotein, heat shock protein 70, and vacuolar transporter chaperone complex of T. brucei were targeted to predict immunogenic, non-allergenic, and non-toxic peptides. The vaccine candidate was evaluated for population coverage, biophysical attributes, structural stability, and refinement. Molecular docking, MD simulation, and MM-GBSA analyses evaluate receptor binding and complex stability. Codon optimization and in-silico cloning were conducted in Escherichia coli (strain K12) using pET-28a( +). Immune simulations predicted humoral and cellular responses, while mRNA integrity was evaluated through MFE analysis.

resultsThe vaccine candidate achieved 100% global population coverage. Biophysical attributes indicated aliphaticity 71.23, and GRAVY score -0.719. Predicted tertiary structure (TM-score 0.65 ± 0.13, and C-score -0.50) was refined with stable validation metrics (Ramachandran score 86.8%, and Z-score -5.26). Docking predicted significant binding with TLR-2 and TLR-4 (energy scores -1013.5 and -1002.8 kJ/mol), validated through MD simulation, PCA, DCCM, MM-GBSA analyses. Codon optimization (CAI 0.9688; GC 44.70%) indicated high expression potential, and immune simulation exhibits robust antibody and cell-mediated responses, including elevated B lymphocyte, T lymphocyte levels, and IgM, IgG titers. Finally, the structural integrity of mRNA was predicted by MFE values.

conclusionThis in-silico designed vaccine demonstrated strong structural stability, receptor interactions, and immunogenic potential against T. brucei. Experimental validation and in-vivo studies are required to verify safety and efficacy of vaccine candidate.

Indexed as

Protozoan VaccinesRNA, MessengerTrypanosoma brucei bruceiTrypanosomiasis, AfricanAnimalsAntibodies, ProtozoanHumansImmunoinformaticsMolecular Docking SimulationMolecular Dynamics SimulationProtozoan ProteinsReverse VaccinologyVaccines, SyntheticAntibodies, ProtozoanProtozoan ProteinsProtozoan VaccinesRNA, MessengerVaccines, SyntheticImmunoinformaticsNeglected tropical diseaseNovel mRNA vaccinePCA and DCCM analysisTrypanosoma brucei

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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.