Evidence map›Paper›PMID 41023772›Full record

ArticleBMC microbiology2025

An immunoinformatics-based designed multi-epitope candidate vaccine against Mycoplasma pneumoniae.

Behzad Shahbazi, Negar Mottaghi-Dastjerdi, Mohammad Soltany-Rezaee-Rad, Khadijeh Ahmadi

Abstract read
In one paragraph

Article in BMC microbiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

4 authors.

Behzad Shahbazi *School of Pharmacy, Semnan University of Medical Sciences, Semnan, Iran.ORCID 0000-0002-0903-2960
Negar Mottaghi-Dastjerdi *Department of Pharmacognosy and Pharmaceutical Biotechnology, School of Pharmacy, Iran University of Medical Sciences, Tehran, Iran. Mottaghi.n@iums.ac.ir.ORCID 0000-0001-8386-774X
Mohammad Soltany-Rezaee-RadBehestan Innovation Factory, Behestan Darou, Tehran, Iran.
Khadijeh AhmadiDepartment of Medical Biotechnology, School of Paramedicine, Bushehr University of Medical Sciences, Bushehr, Iran.ORCID 0000-0003-4669-0708

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMycoplasma pneumoniae is a common cause of respiratory infections, and the emergence of antibiotic resistance underscores the need for an effective vaccine. This study employed an in silico approach to design a multi-epitope vaccine using genomic data from M. pneumoniae.

methodsCandidate antigens were screened based on antigenicity, allergenicity, and toxicity. A non-allergenic, non-toxic antigen was selected to design a construct comprising B-cell and T-cell epitopes, fused with the cholera toxin B subunit as an adjuvant and connected via immunologically favorable linkers. The construct was evaluated through molecular docking, molecular dynamics simulations, binding free energy calculations (MM/GBSA), immune simulation, codon optimization, and in silico cloning.

resultsThe vaccine showed strong binding to TLR4 with a predicted binding energy of − 21.7 kcal/mol. Structural validation yielded a ProSA Z-score of − 5.71, an ERRAT score of 84.188%, and 98.7% of residues in favored or allowed regions of the Ramachandran plot. Immune simulations indicated elevated IFN-γ and antibody levels, and population coverage analysis showed global HLA representation of 50.69%.

conclusionsThe final vaccine construct demonstrated structural stability, strong immune receptor interactions, and broad population coverage in silico, supporting its potential efficacy against M. pneumoniae and warranting further experimental validation.

Indexed as

Bacterial VaccinesEpitopesEpitopes, B-LymphocyteEpitopes, T-LymphocyteMycoplasma pneumoniaePneumonia, MycoplasmaAntibodies, BacterialAntigens, BacterialHumansImmunoinformaticsMolecular Docking SimulationMolecular Dynamics SimulationProtein Subunit VaccinesToll-Like Receptor 4Antibodies, BacterialAntigens, BacterialBacterial VaccinesEpitopesEpitopes, B-LymphocyteEpitopes, T-LymphocyteProtein Subunit VaccinesToll-Like Receptor 4ImmunoinformaticsIn Silico vaccine designMolecular DockingMolecular dynamics simulationMulti-epitope vaccineMycoplasma pneumoniaeTLR4 interaction

Identifiers

PMID41023772
PMCPMC12482562

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.