Evidence map›Paper›PMID 40544581›Full record

ReviewCurrent opinion in structural biology2025

Atomistic simulations of intact virus capsids: A computational challenge worth the scientific payoff.

Carolina Pérez-Segura, Juan R Perilla, Jodi A Hadden-Perilla

Abstract readReview
In one paragraph

Review in Current opinion in structural biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Transient Occupancy and Pore Dynamics: IP6 Behavior in HIV-1The journal of physical chemistry. B · 2026
    Article
  6. Article
  7. Article
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

3 authors.

Carolina Pérez-SeguraDepartment of Chemistry and Biochemistry, University of Delaware, Newark, DE 19716, United States.
Juan R PerillaDepartment of Chemistry and Biochemistry, University of Delaware, Newark, DE 19716, United States.
Jodi A Hadden-PerillaDepartment of Chemistry and Biochemistry, University of Delaware, Newark, DE 19716, United States. Electronic address: jhadden@udel.edu.

Funding

Determining the molecular mechanisms of HIV-1 maturationR01AI178846 · NIAID · UNIVERSITY OF DELAWARE · PI Juan Roberto Perilla Jimenez · 2023 to 2026
$2.3M
NIAID NIH HHS R01 AI178846
6 · The paper itself

Abstract

All-atom molecular dynamics (MD) simulations of intact virus capsids provide unparalleled insights into the functional motions of these complex macromolecular assemblies. Despite the computational challenges of simulating multimillion-atom systems, these simulations uniquely reveal the structural basis for emergent properties, including collective motions, allostery, selective permeability, and mechanical responses that are inaccessible through experimental methods. Capsid simulations also drive technological advancements in MD methodologies, analysis tools, and multiscale modeling, fostering broader innovations in structural biology and biophysics. Given next-generation computational resources, MD simulations will continue to illuminate virus biology, support antiviral drug discovery, and enhance preparedness for emerging viral diseases. Here, atomistic simulations of complete capsid assemblies are reviewed, and their role in elucidating fundamental principles of virus function and therapeutic targeting is discussed. Altogether, MD of intact capsids is a computational challenge worth the payoff.

Indexed as

CapsidMolecular Dynamics SimulationVirusesCapsid ProteinsCapsid Proteins

Identifiers

PMID40544581
PMCPMC12459333

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.