ArticleRetrovirology2015
An integrated map of HIV genome-wide variation from a population perspective.
Article in Retrovirology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 78 papers, 1 of them a synthesis that pooled it.
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Who cites it
78 citing papers in PubMed, 1 synthesis or guideline pooled it, 129 citations in OpenAlex.
- HIV Genome-Wide Protein Associations: a Review of 30 Years of Research.Microbiology and molecular biology reviews : MMBR · 2016Pooled it
- Review
- Enlarging viral mutation estimation: a view from the distribution of mutation rates.Microbiology (Reading, England) · 2026Article
- Pervasive HIV recombination limits the utility of circulating recombinant form nomenclature.PLoS pathogens · 2026Article
- CRISPR/Cas9-Based Genome Editing: Understanding Differences in DNA Repair Pathways, Profiles, and Outcomes.International journal of molecular sciences · 2026Review
- Genotypic challenges in implementing broadly neutralizing antibody-based long-acting HIV-1 therapies.Communications medicine · 2026Review
- HIV-seq reveals gene expression differences between HIV-transcribing cells from viremic and suppressed people with HIV.Nature communications · 2026Article
- Geographical and temporal trends of HIV-1 subtypes and drug resistance in China: a nationwide study over two decades (2003-2024).The Journal of general virology · 2026Article
- Development and validation of HIV SMRTcap for the characterization of HIV-1 reservoirs across tissues and subtypes.PLoS pathogens · 2026Article
- NKp30 and NKG2D contribute to natural killer cell-mediated recognition of HIV-infected cells.iScience · 2025Article
- HIV-1 viral protein effect on cerebral microvasculature: An in vitro blood-brain barrier model.Physiological reports · 2025Article
- Preclinical virology profiles of the HIV-1 capsid inhibitors VH4004280 and VH4011499.Antimicrobial agents and chemotherapy · 2025Article
- Comprehensive Transcriptome Annotation of Thousands of HIV-1 Genomes.bioRxiv : the preprint server for biology · 2025Article
- Effective primer design for genotype and subtype detection of highly divergent viruses in large scale genome datasets.BMC bioinformatics · 2025Article
- Considerations for capsid-targeting antiretrovirals in pre-exposure prophylaxis.Trends in molecular medicine · 2025Review
- Review
- Development and verification of a novel tiling PCR method for long-range HIV-1 sequencing in a diagnostic setting.Scientific reports · 2025Article
- The Complex Interactions Between HIV-1 and Human Host Cell Genome: From Molecular Mechanisms to Clinical Practice.International journal of molecular sciences · 2025Review
- Single-cell delineation of strain-specific HIV-1 Vif activities using dual reporter sensor cells and live cell imaging.Journal of virology · 2025Article
- HIV-1 adapts to HLA class II-associated selection pressure exerted by CD4Science advances · 2025Article
18 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors at 5 institutions in 7 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe HIV pandemic is characterized by extensive genetic variability, which has challenged the development of HIV drugs and vaccines. Although HIV genomes have been classified into different types, groups, subtypes and recombinants, a comprehensive study that maps HIV genome-wide diversity at the population level is still lacking to date. This study aims to characterize HIV genomic diversity in large-scale sequence populations, and to identify driving factors that shape HIV genome diversity.
resultsA total of 2996 full-length genomic sequences from 1705 patients infected with 16 major HIV groups, subtypes and circulating recombinant forms (CRFs) were analyzed along with structural, immunological and peptide inhibitor information. Average nucleotide diversity of HIV genomes was almost 50% between HIV-1 and HIV-2 types, 37.5% between HIV-1 groups, 14.7% between HIV-1 subtypes, 8.2% within individual HIV-1 subtypes and less than 1% within single patients. Along the HIV genome, diversity patterns and compositions of nucleotides and amino acids were highly similar across different groups, subtypes and CRFs. Current HIV-derived peptide inhibitors were predominantly derived from conserved, solvent accessible and intrinsically ordered structures in the HIV-1 subtype B genome. We identified these conserved regions in Capsid, Nucleocapsid, Protease, Integrase, Reverse transcriptase, Vpr and the GP41 N terminus as potential drug targets. In the analysis of factors that impact HIV-1 genomic diversity, we focused on protein multimerization, immunological constraints and HIV-human protein interactions. We found that amino acid diversity in monomeric proteins was higher than in multimeric proteins, and diversified positions were preferably located within human CD4 T cell and antibody epitopes. Moreover, intrinsic disorder regions in HIV-1 proteins coincided with high levels of amino acid diversity, facilitating a large number of interactions between HIV-1 and human proteins.
conclusionsThis first large-scale analysis provided a detailed mapping of HIV genomic diversity and highlighted drug-target regions conserved across different groups, subtypes and CRFs. Our findings suggest that, in addition to the impact of protein multimerization and immune selective pressure on HIV-1 diversity, HIV-human protein interactions are facilitated by high variability within intrinsically disordered structures.
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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.