Evidence map›Paper›PMID 42297799›Full record

ArticleNature communications2026

A geometric criterion links HIV-1 capsid topography to its biophysical properties and function.

Wenhan Li, Craig A Peeples, Juan S Rey, Juan R Perilla, Reidun Twarock

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Wenhan LiDepartment of Mathematics, University of York, York, UK. wenhan.li@york.ac.uk.ORCID http://orcid.org/0000-0001-7930-4864
Craig A PeeplesDepartment of Chemistry and Biochemistry, University of Delaware, Newark, DE, USA.
Juan S ReyDepartment of Chemistry and Biochemistry, University of Delaware, Newark, DE, USA.ORCID http://orcid.org/0000-0003-2274-3748
Juan R PerillaDepartment of Chemistry and Biochemistry, University of Delaware, Newark, DE, USA. jperilla@udel.edu.ORCID http://orcid.org/0000-0003-1171-6816
Reidun TwarockDepartment of Mathematics, University of York, York, UK. reidun.twarock@york.ac.uk.ORCID http://orcid.org/0000-0002-1824-2003

Funding

Project 3. IntegrationU54AI170791 · NIAID · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Peter Cherepanov · 2022 to 2026
$30.6M
ChimeraX -- Next Generation Visualization and Analysis Software for Multiscale ModelingR01GM129325 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI FERRIN, THOMAS E · 2018 to 2025
$5.2M
National Science Foundation (NSF) ACI-1548562NIAID NIH HHS U54 AI170791NIGMS NIH HHS R01 GM129325U.S. Department of Health & Human Services | National Institutes of Health (NIH) R01AI178486, U54AI170791Wellcome TrustWellcome Trust (Wellcome) 224509/A/21/Z
6 · The paper itself

Abstract

Mathematical models of virus capsid structure are pillars of modern virology, aiding the understanding of viral mechanisms and the design of antiviral interventions. Traditionally, the HIV-1 capsid core geometry is represented as a fullerene lattice, akin to the icosahedral models of spherical viruses in Caspar-Klug theory. However, recent studies revealed that many viral capsids deviate from such idealised lattices, with important functional implication. Here we show that this is the case also for the conical HIV-1 core geometries, in which the hexamer and pentamer boundaries form a pseudo-tiling rather than a perfectly aligned fullerene network. We introduce a triangular geometric criterion that quantifies local deviations of an HIV-1 atomic model from its idealised fullerene backbone. Using this criterion, we present that this difference in geometric organisation between idealised (fullerene) and actual (data-derived) capsid model has implications for the capsid's biophysical properties. We also discuss the use of the geometric criterion as a predictive tool regarding cofactor binding and implied geometric changes in the capsid surface coupled to the interfacial frustration response. Our results establish a quantitative framework linking capsid geometry, curvature, and biophysical function, offering new perspectives for assembly inhibitor design and lentiviral vector engineering.

Indexed as

CapsidHIV-1Energy MetabolismModels, ChemicalMolecular Conformation

Identifiers

PMID42297799
PMCPMC13408807

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Registered trials

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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.