Evidence map›Paper›PMID 40854665›Full record

ArticleJournal, genetic engineering & biotechnology2025

Targeting Streptococcus pyogenes atpF protein for multi-epitope vaccine development: a genomics-driven immunoinformatics strategy.

Manisha Agarwal, Sanjeeb Handique, Sanchaita Rajkhowa, Abhichandan Das, Debashis Panda, Sami A Al-Hussain, Magdi E A Zaki

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 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Molecular Characterization ofMicroorganisms · 2025
    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

7 authors.

Manisha AgarwalCentre for Biotechnology and Bioinformatics, Dibrugarh University, Dibrugarh 786004 Assam, India.
Sanjeeb HandiqueCentre for Biotechnology and Bioinformatics, Dibrugarh University, Dibrugarh 786004 Assam, India.
Sanchaita RajkhowaCentre for Biotechnology and Bioinformatics, Dibrugarh University, Dibrugarh 786004 Assam, India. Electronic address: s_rajkhowa@dibru.ac.in.
Abhichandan DasBioinformatics and Computational Biology Centre, DBT-APSCS&T CoE for Bioresources and Sustainable Development, Kimin 791121 Arunachal Pradesh, India.
Debashis PandaBioinformatics and Computational Biology Centre, DBT-APSCS&T CoE for Bioresources and Sustainable Development, Kimin 791121 Arunachal Pradesh, India; DBT-APSCS&T CoE for Bioresources and Sustainable Development, Kimin 791121 Arunachal Pradesh, India.
Sami A Al-HussainDepartment of Chemistry, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia.
Magdi E A ZakiDepartment of Chemistry, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia. Electronic address: mezaki@imamu.edu.sa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Streptococcus pyogenes, a medium-priority pathogen on the WHO's 2024 Bacterial Pathogen Priority List, is a major cause of infectious disease-related mortality. The increasing prevalence of antibiotic resistance, coupled with the absence of a licensed vaccine due to the pathogen's genetic diversity and autoimmune concerns, underscores the need for novel therapeutic strategies. This study employs reverse vaccinology and subtractive proteomics to design a multi-epitope vaccine targeting atpF, a conserved extracellular protein essential for ATP synthesis. The atpF protein was identified based on its high antigenicity and functional importance in S. pyogenes. Three vaccine constructs (SM1, SM2, and SM3) were designed by integrating antigenic B-cell and T-cell epitopes with immune-modulating adjuvants and linkers. Physicochemical and immunological assessments confirmed their stability, solubility, and antigenicity. Molecular modeling identified SM1 as the most promising candidate, demonstrating superior immune receptor binding affinity and flexible epitope interactions, facilitating effective antibody recognition. In silico immune simulations further demonstrated SM1's potential to elicit strong humoral and cellular immune responses, while codon optimization confirmed efficient expression in E. coli. These findings introduce atpF as a promising vaccine target and highlight SM1's potential as a viable vaccine candidate. However, experimental validation is essential to confirm its efficacy, safety, and immunogenicity in vivo. This study underscores the role of computational modeling in accelerating vaccine development, providing a strategic alternative to traditional approaches.

Indexed as

ATP synthase F1 subunitMulti-epitope vaccineReverse vaccinologyStreptococcus pyogenes

Identifiers

PMID40854665
PMCPMC12375216

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.