Evidence map›Paper›PMID 41739320›Full record

ArticleCell biochemistry and biophysics2026

Immunoinformatics-Driven Identification of Conserved Multi-Epitope Vaccine Candidates from PDI Protein of Leishmania Donovani for Visceral Leishmaniasis.

Perwez Alam, Saurabh Kumar Jha, Nikhil Kirtipal, Ali Akhtar, Fowad Khurshid

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Article in Cell biochemistry and biophysics, 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

What it found

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Perwez AlamDepartment of Pharmacognosy, College of Pharmacy, King Saud University, P.O Box 2457, Riyadh, 11451, Saudi Arabia. aperwez@ksu.edu.sa.
Saurabh Kumar JhaDepartment of Zoology, Kalindi College, University of Delhi, Delhi, 110008, India.
Nikhil KirtipalSchool of Life Sciences, Gwangju Institute of Science and Technology (GIST), Gwangju, Republic of Korea.
Ali AkhtarDepartment of Pharmacognosy, College of Pharmacy, King Saud University, P.O Box 2457, Riyadh, 11451, Saudi Arabia.
Fowad KhurshidDepartment of Pharmacy, Mangalayatan University, Aligarh, India.

Funding

King Saud University ORF-2025-945
6 · The paper itself

Abstract

Visceral leishmaniasis (VL), caused by Leishmania donovani, continues to pose a public health challenge, particularly in the Indian subcontinent. This warrants the need for a prophylactic vaccine; hence, a comprehensive immunoinformatics approach was employed to identify B-cell and T-cell epitopes from the parasite’s Protein Disulfide Isomerase (PDI), a known virulence factor. Strong CD8 + epitopes (RTAAGIASY, FLATAVLDY, SVAAFVEKY) and a CD4 + epitope (VKRFLATVA) were selected based on MHC-binding affinity, immunogenicity, and conservation across Leishmania species. In addition, four linear B-cell epitopes were predicted using six classical algorithms. All selected epitopes were confirmed to be non-allergenic and non-toxic. Molecular docking and 100 ns molecular dynamics simulations demonstrated high-affinity binding and structural stability of HLA-epitope complexes, particularly FLATAVLDY with HLA-B∗15:01. These findings support the feasibility of designing a multi-epitope subunit vaccine targeting PDI for long-term VL control.

Indexed as

Epitopes, B-LymphocyteEpitopes, T-LymphocyteLeishmania donovaniLeishmaniasis, VisceralProtein Disulfide-IsomerasesProtozoan ProteinsAmino Acid SequenceConserved SequenceHumansImmunoinformaticsMolecular Docking SimulationMolecular Dynamics SimulationProtein Subunit VaccinesEpitopes, B-LymphocyteEpitopes, T-LymphocyteProtein Disulfide-IsomerasesProtein Subunit VaccinesProtozoan ProteinsEpitope predictionImmunoinformaticProtein disulfide isomeraseVaccineVisceral leishmaniasis

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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.