Evidence map›Paper›PMID 41407767›Full record

ArticleScientific reports2025

Molecular assessment of the HIV pol gene and use of computational vaccine design targeting Pakistani isolates.

Akmal Zubair, Faisal Ahmad, Syeda Maryam Hussain, Zahid Manzoor, Ahmed Al-Emam, Safa Wdidi

Abstract read
In one paragraph

Article in Scientific reports, 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. Review
  4. Review
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

6 authors.

Akmal ZubairDepartment of Biotechnology, Quaid-i-Azam University, Islamabad, Pakistan.
Faisal AhmadDepartment of Biotechnology, Quaid-i-Azam University, Islamabad, Pakistan.
Syeda Maryam HussainInstitute of Animal Sciences, PIR Mehr Ali Shah-Arid Agriculture University, Rawalpindi, Pakistan.
Zahid ManzoorDepartment of Parasitology and Microbiology, PIR Mehr Ali Shah-Arid Agriculture University, Rawalpindi, Pakistan.
Ahmed Al-EmamDepartment of Pathology, College of Medicine, King Khalid University, 61421, Asir, Saudi Arabia.
Safa WdidiFaculty of Medical Sciences Laboratory, Oncology Research Center, University of Shendi, Shendi, Sudan. safaahmedwdidi@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Human immunodeficiency virus (HIV) is considered a major threat to human health. The global prevalence of individuals infected with HIV-1 continues to rise. Consequently, the development of an effective immune-stimulatory vaccine has recently garnered significant attention in the field of HIV-1 vaccine formulation. This study conducted a molecular assessment of the Pol region, identifying conserved sequences across our 14 HIV isolates. Utilizing multiple servers and filtering methods, highly effective B-cell epitopes, along with helper T lymphocyte (HTL) and cytotoxic T lymphocyte (CTL) epitopes, were identified. Specifically, five B-cell epitopes, eight CTL epitopes, and twelve HTL epitopes were selected for vaccine development. The resulting vaccine construct comprises 557 amino acids, has a theoretical isoelectric point of 8.98, and a GRAVY score of - 0.785. Codon optimization and in-silico cloning into prokaryotic vectors were performed to enhance expression Escherichia coli hosts. Molecular dynamics simulations confirmed the most stable interaction of the vaccine components with Toll-like receptor 3 (TLR3), while also demonstrating stable interactions with TLR5, TLR7, TLR8, and TLR9, eliciting a robust immunogenic response. The vaccine model effectively activates both humoral and cellular immune responses; however, experimental validation is required to confirm these in silico findings.

Indexed as

AIDS VaccinesHIV-1HIV Infectionspol Gene Products, Human Immunodeficiency VirusEpitopes, B-LymphocyteEpitopes, T-LymphocyteHumansMolecular Dynamics SimulationT-Lymphocytes, CytotoxicVaccine DevelopmentAIDS VaccinesEpitopes, B-LymphocyteEpitopes, T-Lymphocytepol Gene Products, Human Immunodeficiency VirusBioinformaticsHIVPol geneReverse transcriptaseVaccine

Identifiers

PMID41407767
PMCPMC12711964

What OpenQuestion 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 OpenQuestion graph.