Evidence map›Paper›PMID 41915177›Full record

ArticleNaunyn-Schmiedeberg's archives of pharmacology2026

Integrative immunoinformatics and molecular modeling approaches for the rational design and in silico validation of a multi-epitope vaccine candidate against human herpesvirus 7.

Khalida Latif, Syed Shujait Ali, Ishaq Khan, Salam Almoghrabi-Ramirez, Abbas Khan, Arshad Iqbal, Abdelali Agouni, Itazaz Ul Haq

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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. Cited by 1 paper.

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1citing 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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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

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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.

Khalida LatifCentre for Biotechnology and Microbiology, University of Swat, KPK, 19200, Pakistan.
Syed Shujait AliCentre for Biotechnology and Microbiology, University of Swat, KPK, 19200, Pakistan. shujaitswati@uswat.edu.pk.
Ishaq KhanCentre for Biotechnology and Microbiology, University of Swat, KPK, 19200, Pakistan.
Salam Almoghrabi-RamirezDepartment of Basic Medical Sciences, College of Medicine, QU Health, Qatar University, Doha, Qatar.
Abbas KhanDepartment of Pharmaceutical Sciences, College of Pharmacy, QU Health, Qatar University, P.O. Box 2713, Doha, Qatar.
Arshad IqbalCentre for Biotechnology and Microbiology, University of Swat, KPK, 19200, Pakistan.
Abdelali AgouniDepartment of Pharmaceutical Sciences, College of Pharmacy, QU Health, Qatar University, P.O. Box 2713, Doha, Qatar.
Itazaz Ul HaqCollege of Life Science, Sichuan Agricultural University, Xinkang Road 46, Ya'an, 625014, P.R. China. itazazulhaqswat@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Human herpesvirus 7 (HHV-7) is a widespread β-herpesvirus associated with various clinical manifestations, particularly in immunocompromised individuals. Despite its high prevalence, no licensed vaccine is currently available. Advances in immunoinformatics and computational vaccinology provide efficient strategies for the rational design of targeted immunogens. Comprehensive analysis of HHV-7 protein sequences was performed to identify potential T-cell (MHC class I and II) and B-cell epitopes using an established immunoinformatics pipeline. Selected epitopes were assembled into a multi-epitope vaccine construct incorporating suitable linkers and an immunostimulatory adjuvant. The designed construct was evaluated for antigenicity, allergenicity, solubility, and physicochemical properties. The final multi-epitope vaccine construct (26.65 kDa) demonstrated favorable physicochemical characteristics, including predicted solubility and structural stability. Structural validation showed a high-quality model with an ERRAT score of 93.77 and 85.5% of residues located in favored regions of the Ramachandran plot. Immune simulation predicted a robust Th1-biased immune response characterized by elevated IFN-γ and IL-2 production, along with significant IgM and IgG responses. The construct exhibited an estimated 49.02% global population coverage for MHC class II alleles. These findings are consistent by demonstrating promising structural integrity and predicted immunogenicity. This study presents an in silico-designed multi-epitope vaccine candidate against HHV-7 with favorable structural, immunological, and population coverage characteristics. While computational predictions indicate strong immunogenic potential, experimental validation through in vitro and in vivo studies is required to confirm its efficacy and safety.

Indexed as

EpitopesEpitopes, B-LymphocyteEpitopes, T-LymphocyteHerpesvirus 7, HumanHerpesvirus VaccinesComputer SimulationDrug DesignHumansImmunoinformaticsModels, MolecularEpitopesEpitopes, B-LymphocyteEpitopes, T-LymphocyteHerpesvirus VaccinesHerpesvirus 7Immune simulationsIn silicoMulti-epitope vaccineTLR-3

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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.