Evidence map›Paper›PMID 41023018›Full record

ArticleScientific reports2025

Integrative genomic and immunoinformatic approach for characterizing HIV-1 pol, vpr, and Nef genes and designing a multi-epitope vaccine.

Akmal Zubair, Muhammad Ali, Ahmed Al-Emam, Ranya Mohammed Elmagzoub

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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 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Akmal ZubairDepartment of Biotechnology, Quaid-i-Azam University, Islamabad, Pakistan.
Muhammad AliDepartment of Biotechnology, Quaid-i-Azam University, Islamabad, Pakistan.
Ahmed Al-EmamDepartment of Pathology, College of Medicine, King Khalid University, Asir, 61421, Saudi Arabia.
Ranya Mohammed ElmagzoubFaculty of Science and Technology, Department of Biology and Biotechnology, Al-Neelain University, Khartoum, Sudan. Ranya.idrees@nbu.edu.sa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The study aims to characterize the Pol, Vpr, and Nef genes, as well as to explore the development of vaccines using computational tools. In this study, blood was extracted from HIV-positive samples, followed by RNA extraction. The RNA was converted into complementary DNA (cDNA) and processed for PCR amplification of the Pol, Vpr, and Nef genes using gene-specific primers. Consensus sequences were generated using CLC software. Additionally, we design an in-silico vaccine by using computational tools. We have successfully sequenced several samples, among them 9 for Pol gene, 5 for Vpr gene, and 8 for Nef gene. The consensus sequences generated from these genes were utilized for vaccine development. We created computational vaccines that include 8 B-cell epitopes, 9 CTL epitopes, and 11 HTL epitopes. The final vaccine construct consists of 555 amino acids, with a molecular weight of 60,226.49 amu. Molecular docking studies indicate that our vaccine construct exhibits a strong binding affinity with the TLR4 receptor. Our HIV vaccine construct covers 96.21% population of the world. Immune stimulation and molecular dynamics simulations demonstrate that our vaccine is stable and elicits a robust immune response. Our study indicates that our vaccine is a potentially strong and stable HIV vaccine for the Pakistani population by utilizing consensus amino acids from the Pol, Vpr, and Nef genes. Further in vivo and in vitro studies are necessary to evaluate the vaccine’s potential impact.

Indexed as

AIDS VaccinesHIV-1HIV Infectionsnef Gene Products, Human Immunodeficiency Viruspol Gene Products, Human Immunodeficiency VirusEpitopes, B-LymphocyteEpitopes, T-LymphocyteGenomicsHumansImmunoinformaticsMolecular Docking SimulationMolecular Dynamics SimulationProtein Subunit VaccinesAIDS VaccinesEpitopes, B-LymphocyteEpitopes, T-Lymphocytenef Gene Products, Human Immunodeficiency Virusnef protein, Human immunodeficiency virus 1pol Gene Products, Human Immunodeficiency VirusProtein Subunit VaccinesAIDSGenesHIVInsilco vaccineNefPolVpr

Identifiers

PMID41023018
PMCPMC12480126

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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.