ArticleNature communications2024
Contemporary HIV-1 consensus Env with AI-assisted redesigned hypervariable loops promote antibody binding.
Article in Nature communications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
What it found
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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.
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Who cites it
9 citing papers in PubMed.
- Quantifying how HIV-1 envelope sequence features impact vaccine efficacy in the HVTN 705/HPX2008 randomised trial in southern African women.EBioMedicine · 2026Trial
- Analysis of temporal virus evolution and intra-host diversity in long-term non-progressors by bulk next-generation sequencing.Microbiology spectrum · 2026Article
- Human immunodeficiency virus vaccines: Advances, challenges and future perspectives.World journal of virology · 2026Review
- Distinct modes of evolution drive HIV escape from two broadly neutralizing antibodies.bioRxiv : the preprint server for biology · 2025Article
- Multiple Mechanisms of HIV-1 Resistance to PGT135 in a Chinese Subtype B' Slow Progressor.Pathogens (Basel, Switzerland) · 2025Article
- Designs for Vaccine Studies.Annual review of statistics and its application · 2025Article
- Rare twin cysteine residues in the HIV-1 envelope variable region 1 link to neutralization escape and breadth development.Cell host & microbe · 2025Article
- Therapeutic antibody delivery: vector tools to boost efficacy and affordability.Frontiers in immunology · 2025Review
- Sustainable integration of artificial intelligence and machine learning approaches within the African infectious disease vaccine research and development ecosystem.Frontiers in pharmacology · 2024Article
Corrections and comments
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Authors and funding
28 authors.
Funding
Abstract
An effective HIV-1 vaccine must elicit broadly neutralizing antibodies (bnAbs) against highly diverse Envelope glycoproteins (Env). Since Env with the longest hypervariable (HV) loops is more resistant to the cognate bnAbs than Env with shorter HV loops, we redesigned hypervariable loops for updated Env consensus sequences of subtypes B and C and CRF01_AE. Using modeling with AlphaFold2, we reduced the length of V1, V2, and V5 HV loops while maintaining the integrity of the Env structure and glycan shield, and modified the V4 HV loop. Spacers are designed to limit strain-specific targeting. All updated Env are infectious as pseudoviruses. Preliminary structural characterization suggests that the modified HV loops have a limited impact on Env's conformation. Binding assays show improved binding to modified subtype B and CRF01_AE Env but not to subtype C Env. Neutralization assays show increases in sensitivity to bnAbs, although not always consistently across clades. Strikingly, the HV loop modification renders the resistant CRF01_AE Env sensitive to 10-1074 despite the absence of a glycan at N332.
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Registered trials
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.