Evidence map›Paper›PMID 42768780›Full record

ArticleJournal of computational chemistry2026

Time-Dependent Voronoi Analysis of Amino Acid Side-Chain Packing in Simulations.

Sofiya B Bettencourt, Wonmuk Hwang

Abstract read
In one paragraph

Article in Journal of computational chemistry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Sofiya B BettencourtDepartment of Biomedical Engineering, Texas A&M University, College Station, Texas, USA.ORCID https://orcid.org/0009-0006-5663-8734
Wonmuk HwangDepartment of Biomedical Engineering, Texas A&M University, College Station, Texas, USA.ORCID https://orcid.org/0000-0001-7514-3186

Funding

Protein Production CoreP01AI143565 · NIAID · DANA-FARBER CANCER INST · PI Matthew J. Lang, ELLIS L REINHERZ · 2020 to 2026
$19.9M
NIAID NIH HHS P01 AI143565U.S. National Institutes of Health P01AI143565
6 · The paper itself

Abstract

Protein conformational motion depends on geometric and chemical constraints in side-chain packing. Thermal forces and incomplete packing produce "breathing" motions that allow internal rearrangement. Packing dynamics therefore inform protein allostery, conformational change, and folding. While Voronoi tessellation is a promising approach to this end, its application to proteins has been mainly focused on static structures. Here, the Voro++ library is adopted to investigate time-dependent amino acid packing in molecular dynamics trajectories of a titin immunoglobulin domain at 300 and 400 K. Tracking per-residue Voronoi volume changes and reorganization of neighbor faces in the Voronoi lattice reveals residue-level volume shifts and the corresponding timing of localized protein swelling. Side-chain motion into and out of the protein core can also be monitored by mapping neighbor switching. This framework is applicable to detecting delicate changes preceding protein conformational transition or unfolding, and analyzing protein-protein interface reorganization or surface hydration.

Indexed as

Amino AcidsConnectinMolecular Dynamics SimulationProtein ConformationTime FactorsAmino AcidsConnectinmolecular dynamics simulationprotein packingVoronoi tessellation

Identifiers

PMID42768780
PMCPMC13594690

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.