Evidence map›Paper›PMID 40854630›Full record

ArticleJournal, genetic engineering & biotechnology2025

Reverse vaccinology and immunoinformatics approaches for multi-epitope vaccine design against Klebsiella pneumoniae reveal a novel vaccine target protein.

Mayada M Elfadil, Samah Omer A Samhoon, Moaaz M Saadaldin, Sabah A E Ibrahim, Ahmed Abdelghyoum M Mohamed, Omnia H Suliman, Osama Mohamed, Nadzirah Damiri, Mohd Firdaus-Raih, Sofia B Mohamed and 1 more

Abstract read
In one paragraph

Article in Journal, genetic engineering & biotechnology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
–field-weighted citation impact
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

12 citing papers in PubMed.

  1. Article
  2. Pangenome-GuidedPharmaceuticals (Basel, Switzerland) · 2026
    Article
  3. Article
  4. Article
  5. Review
  6. Article
  7. Article
  8. Article
  9. Variable progressive behavior ofFrontiers in immunology · 2026
    Article
  10. Review
  11. Article
  12. Article
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

11 authors.

Mayada M ElfadilBioinformatics and Biostatistics Department, National University Biomedical Research Institute, National University-Sudan, Khartoum, Sudan.
Samah Omer A SamhoonBioinformatics and Biostatistics Department, National University Biomedical Research Institute, National University-Sudan, Khartoum, Sudan.
Moaaz M SaadaldinBioinformatics and Biostatistics Department, National University Biomedical Research Institute, National University-Sudan, Khartoum, Sudan.
Sabah A E IbrahimBioinformatics and Biostatistics Department, National University Biomedical Research Institute, National University-Sudan, Khartoum, Sudan.
Ahmed Abdelghyoum M MohamedBioinformatics and Biostatistics Department, National University Biomedical Research Institute, National University-Sudan, Khartoum, Sudan; Al Neelain University Faculty of Medicine Biochemistry and Molecular Biology Department, Sudan; Al-Neelain Institute for Medical Research, Sudan.
Omnia H SulimanDepartment of Medicine & Surgery, Dubai Medical University, Dubai, United Arab Emirates.
Osama MohamedDepartment of Molecular Biology, National University Biomedical Research Institute, National University-Sudan, Khartoum, Sudan.
Nadzirah DamiriDepartment of Applied Physics, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, 43600 UKM Bangi, Selangor, Malaysia.
Mohd Firdaus-RaihDepartment of Applied Physics, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, 43600 UKM Bangi, Selangor, Malaysia.
Sofia B MohamedBioinformatics and Biostatistics Department, National University Biomedical Research Institute, National University-Sudan, Khartoum, Sudan; Department of Applied Physics, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, 43600 UKM Bangi, Selangor, Malaysia; National University-Sudan, Khartoum, Sudan. Electronic address: sofiabashir2002@gmail.com.
Qurashi M AliBioinformatics and Biostatistics Department, National University Biomedical Research Institute, National University-Sudan, Khartoum, Sudan; National University-Sudan, Khartoum, Sudan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Klebsiella pneumoniae (K. pneumoniae), a Gram-negative pathogen, is a leading cause of hospital-acquired infections in Sudan and worldwide. The emergence of multidrug-resistant (MDR) strains has severely limited treatment options, underscoring the urgent need for an effective vaccine. In this study, we employed reverse vaccinology and immunoinformatics to design a novel multi-epitope vaccine targeting the hypervirulent NUBRI-K strain. Two conserved, non-host homologous iron acquisition proteins, IucA/IucC and FyuA, were prioritized as targets. The vaccine construct integrates six B-cell, six cytotoxic T lymphocyte (CTL), and six helper T lymphocyte (HTL) epitopes, linked by optimized spacers and fused to a β-defensin adjuvant. Computational analyses confirmed strong antigenicity (1.0429), non-allergenicity, and favorable solubility (0.477). Molecular docking revealed high-affinity binding to Toll-like receptor 4 (TLR4) (-278.22 kcal/mol), stabilized by eight hydrogen bonds and two salt bridges. Structural validation showed that 91 % of residues were located in favored regions of the Ramachandran plot. Additionally, CABSflex 2.0 dynamics analysis confirmed stable vaccine-TLR4 interactions, with minimal residue-level fluctuations (RMSF <1.5 Å), indicating conformational stability of the complex. In silico immune simulations predicted potent humoral and cellular responses, including elevated IgG/IgM titers, T-cell proliferation, and IFN-γ secretion. The construct was further optimized for mammalian expression, achieving an ideal GC content (48.27 %) and a codon adaptation index (CAI) of 1.0, facilitating efficient in silico cloning into the pcDNA3 vector. By targeting conserved iron acquisition systems, this vaccine candidate presents a promising strategy to combat antibiotic-resistant K. pneumoniae while minimizing selective pressure. Future in vitro and in vivo studies are warranted to validate its immunogenicity and protective efficacy.

Indexed as

Antibiotic resistanceComputational vaccine designFyuAImmunoinformaticsIron Acquisition ProteinsIucA/IucCK. pneumoniaeMulti-Epitope VaccineReverse VaccinologyTLR4 binding

Identifiers

PMID40854630
PMCPMC12152629

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.