Evidence map›Paper›PMID 41676917›Full record

ArticleProtein science : a publication of the Protein Society2026

Compartment-guided assembly of large-scale molecular models with Bentopy.

M S S Westendorp, J A Stevens, C M Brown, A C Dommer, T A Wassenaar, B M H Bruininks, S J Marrink

Abstract read
In one paragraph

Article in Protein science : a publication of the Protein Society, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Martini 3 Metabolome.Journal of chemical theory and computation · 2026
    Article
  4. Compartment-guided assembly of large-scale molecular models with Bentopy.Protein science : a publication of the Protein Society · 2026
    Article
  5. 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

7 authors.

M S S WestendorpGroningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, The Netherlands.ORCID https://orcid.org/0009-0005-2382-8913
J A StevensGroningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, The Netherlands.ORCID https://orcid.org/0000-0003-4841-6358
C M BrownGroningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, The Netherlands.ORCID https://orcid.org/0000-0003-2006-5015
A C DommerGroningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, The Netherlands.ORCID https://orcid.org/0000-0003-4847-4136
T A WassenaarGroningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, The Netherlands.ORCID https://orcid.org/0000-0002-6345-0266
B M H BruininksGroningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, The Netherlands.ORCID https://orcid.org/0000-0001-5136-0864
S J MarrinkGroningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, The Netherlands.ORCID https://orcid.org/0000-0001-8423-5277

Funding

European Research Council 101053661Nederlandse Organisatie voor Wetenschappelijk Onderzoek NWA.1292.19.170Nederlandse Organisatie voor Wetenschappelijk Onderzoek SUMMIT.1.004
6 · The paper itself

Abstract

Molecular dynamics simulations of whole cells and organelles aim to transform cell biology by providing a molecular view into the crowded cellular environment. However, constructing suitable starting configurations remains a major bottleneck due to their size and complexity. We present bentopy, a workflow for building cellular-scale models ready for simulation. Bentopy uses a voxel-based spatial representation to efficiently pack molecules into arbitrarily complex compartments. The modular design facilitates the assembly of molecular models containing millions of molecules in minutes on standard workstations. We demonstrate bentopy through three experimentally informed models spanning multiple biological scales. A JCVI-Syn3A whole-cell model combines existing membrane and chromosome structures with diverse cytosolic components. A mitochondrion model integrates cryo-electron tomography maps with spatially resolved proteomics and metabolomics data. An atomistic SARS-CoV-2 virion inside a respiratory aerosol demonstrates bentopy's capability to pack at both atomistic and coarse-grained resolution. Together, these applications establish bentopy as a workflow for constructing simulation-ready models at the cellular scale.

Indexed as

Molecular Dynamics SimulationSARS-CoV-2COVID-19HumansMitochondriaVirionall‐atomcoarse‐grainedintegrative modelingMartinimodel constructionmolecular dynamicswhole‐cell simulations

Identifiers

PMID41676917
PMCPMC12895369

What OpenQuestion holds

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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.