Evidence map›Paper›PMID 41660213›Full record

ArticleClinical and experimental vaccine research2026

Immunoinformatics and molecular docking reveal potential multi-epitope vaccine against

Derreck O De Leon, Andrei Justin F So, Ma Vianca Julia E Anupol, Keona Tiffany B Prieto, Mellissa Jewel S Magday, Alexa Charlize D C Geronimo, Edward Kevin B Bragais

Abstract read
In one paragraph

Article in Clinical and experimental vaccine research, 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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Derreck O De LeonDepartment of Biology, School of Science and Engineering, Ateneo de Manila University, Quezon City, Philippines.ORCID https://orcid.org/0009-0009-2597-1851
Andrei Justin F SoDepartment of Biology, School of Science and Engineering, Ateneo de Manila University, Quezon City, Philippines.ORCID https://orcid.org/0009-0001-3487-8095
Ma Vianca Julia E AnupolDepartment of Biology, School of Science and Engineering, Ateneo de Manila University, Quezon City, Philippines.ORCID https://orcid.org/0009-0003-4205-8569
Keona Tiffany B PrietoDepartment of Biology, School of Science and Engineering, Ateneo de Manila University, Quezon City, Philippines.ORCID https://orcid.org/0009-0001-8932-7530
Mellissa Jewel S MagdayDepartment of Biology, School of Science and Engineering, Ateneo de Manila University, Quezon City, Philippines.ORCID https://orcid.org/0009-0000-4820-8810
Alexa Charlize D C GeronimoDepartment of Biology, School of Science and Engineering, Ateneo de Manila University, Quezon City, Philippines.ORCID https://orcid.org/0009-0009-3408-3776
Edward Kevin B BragaisDepartment of Biology, School of Science and Engineering, Ateneo de Manila University, Quezon City, Philippines.ORCID https://orcid.org/0000-0002-8470-3111

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Materials and Methods: Conserved peptide fragments were identified using the Protein Variability Server. The CTL epitopes were evaluated for immunogenicity, antigenicity, post-translational modifications, allergenicity, cross-reactivity, toxicity, and population coverage analysis. Molecular docking between human leukocyte antigens (HLAs) and the corresponding CTL epitopes, along with binding affinity analysis, was also conducted. A multi-epitope vaccine (PaMEV) construct was designed using selected epitopes, and its secondary and tertiary structures were predicted, refined, and validated. Results: All selected epitopes were highly conserved (Shannon index ≤0.1) and showed strong HLA binding (half maximal inhibitory concentration ≤500 nM). They were predicted to be non-allergenic, non-toxic, and non-cross-reactive. Molecular docking revealed stable HLA-epitope complexes with 8-14 hydrogen bonds and high binding affinity (values of the binding free energy <0 and dissociation constant <100 nM). A PaMEV was designed using the 6 CTL epitopes, and structure analysis confirmed its stability and effective epitope presentation. Conclusions: The selected epitopes showed strong potential for inclusion in a peptide-based PaMEV, with favorable immunogenicity and docking results supporting its design. The final construct exhibited structural stability and strong HLA interactions, suggesting it as a promising vaccine candidate against

Indexed as

ImmunoinformaticsMolecular dockingPseudomonas aeruginosaVaccine

Identifiers

PMID41660213
PMCPMC12876931

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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.