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ArticleNaunyn-Schmiedeberg's archives of pharmacology2026

In silico pharmacological evaluation of a multi-epitope vaccine candidate targeting the G1 and G2 glycoproteins of Oropouche virus via TLR3 interaction.

Khadija Khawar, Komal Imran, Muhammad Aamir Sharif, Muhammad Naveed, Nantenaina Tombozara, Maha A Alwaili, Mariam A Alkhateeb, Seham O Alsulami

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Article in Naunyn-Schmiedeberg's archives of pharmacology, 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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0citing papers in PubMed
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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

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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

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Khadija KhawarDepartment of Biotechnology, Faculty of Sciences, University of Sialkot, Sialkot, Punjab, 51310, Pakistan.
Komal ImranDepartment of Biotechnology, Faculty of Sciences, University of Sialkot, Sialkot, Punjab, 51310, Pakistan.
Muhammad Aamir SharifInstitute of Molecular Biology and Biotechnology, Bahauddin Zakariya University, Multan, Punjab, 60800, Pakistan.
Muhammad NaveedDepartment of Biotechnology, Faculty of Science and Technology, University of Central Punjab, Lahore, Punjab, 54000, Pakistan. naveed.quaidian@gmail.com.
Nantenaina TombozaraInstitut Malgache de Recherches Appliquees (IMRA), Fondation Albert Et Suzanne Rakoto Ratsimamnga, Avarabohitra Itasoy, Antananarivo, PO Box 3833, Madagascar. nzara89@gmail.com.
Maha A AlwailiDepartment of Biology, College of Science, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia.
Mariam A AlkhateebDepartment of Biology, College of Science, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia.
Seham O AlsulamiDepartment of Biochemistry, Faculty of Sciences, University of Tabuk, 71491, Tabuk, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Oropouche virus (OROV) is an emerging arbovirus associated with increasing outbreaks with no approved vaccine and antiviral therapies currently availaible. In this study, an in silico pharmacological approach was employed to design and evaluate a multi-epitope vaccine candidate targeting the G1 glycoprotein of OROV. Antigenicity screening identified G1 as a suitable target, while the nucleocapsid (N) and G2 proteins were excluded due to lower antigenicity and predicted toxicity. Immunoinformatic-based epitope mapping was performed to identify cytotoxic T-lymphocyte (CTL) and helper T-lymphocyte (HTL) epitopes that were further screened for antigenicity, non-allergenicity, non-toxicity, and global population coverage. The shortlisted epitopes were used to develop a vaccine design with linkers and a β-defensin adjuvant. Of the two vaccine candidates, the G1-based vaccine (136 amino acids) demonstrated high antigenicity (0.6653) and safety with favorable physicochemical properties while the G2 protein was excluded from further studies due to its toxicity. Population coverage analysis of the G1 vaccine construct demonstrated 95.58% global coverage for MHC class I and II epitopes. Molecular docking and interaction analysis of the MEV with TLR3 showed favorable ClusPro docking score of - 1043.6 kcal/mol. Molecular dynamics simulations showed minimal fluctuations in RMSD and RMSF, indicating stability of the complex under physiological conditions. Immune simulation predicted robust responses with elevated IgM and IgG levels, increased T-cells, and cytokine production, including IL-2 and IL-6. These findings indicate that the G1-based multi-epitope vaccine is a potential candidate for further experimental validation and may serve as an effective preventive strategy against OROV infection.

Indexed as

G1 and G2 glycoproteinsImmunoinformaticIn silico pharmacologyMultiepitope vaccineOropouche virusTLR3 interaction

Identifiers

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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 Socratic graph.