Evidence map›Paper›PMID 25437435›Full record

ArticleNature methods2015

cellPACK: a virtual mesoscope to model and visualize structural systems biology.

Graham T Johnson, Ludovic Autin, Mostafa Al-Alusi, David S Goodsell, Michel F Sanner, Arthur J Olson

Open access · greenAbstract readValidation Study
In one paragraph

Article in Nature methods, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 86 papers.

0numbers the graph read from it
0cells of the map it votes in
86citing papers in PubMed
4.1field-weighted citation impact, top 5% of its field
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

86 citing papers in PubMed, 160 citations in OpenAlex.

  1. Article
  2. Article
  3. Cellular and molecular representations: Following the lesson of David Goodsell.Protein science : a publication of the Protein Society · 2026
    Article
  4. The evolving landscape of molecular visualization.Protein science : a publication of the Protein Society · 2026
    Review
  5. The virus lesson: Teaching viral structure and quasi-symmetry in mixed reality.Protein science : a publication of the Protein Society · 2026
    Article
  6. Compartment-guided assembly of large-scale molecular models with Bentopy.Protein science : a publication of the Protein Society · 2026
    Article
  7. Review
  8. Article
  9. Review
  10. Article
  11. Article
  12. From Gene to Whole Cell: Modeling, Visualization, and Analysis.Methods in molecular biology (Clifton, N.J.) · 2025
    Article
  13. Review
  14. Article
  15. Mesoscale explorer: Visual exploration of large-scale molecular models.Protein science : a publication of the Protein Society · 2024
    Article
  16. Mesoscale Explorer - Visual Exploration of Large-Scale Molecular Models.bioRxiv : the preprint server for biology · 2024
    Article
  17. Article
  18. Article
  19. Review
  20. Review

26 more citing papers are in PubMed but not listed here.

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

6 authors at 1 institution in 1 country.

Graham T Johnson1] Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California, USA. [2] Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, California, USA. [3] California Institute for Quantitative Biosciences (QB3), University of California, San Francisco, San Francisco, California, USA.
Ludovic AutinDepartment of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California, USA.
Mostafa Al-AlusiDepartment of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California, USA.
David S GoodsellDepartment of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California, USA.
Michel F SannerDepartment of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California, USA.
Arthur J OlsonDepartment of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California, USA.
Scripps Research Institute · US

Funding

Project 9P50GM103368 · NIGMS · SCRIPPS RESEARCH INSTITUTE, THE · PI OLSON, ARTHUR J. · 2012 to 2016
$20.0M
National Biomedical Computation Resource - Competitive Revision SupplementP41GM103426 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI AMARO, ROMMIE E · 2012 to 2019
$14.0M
NIGMS NIH HHS P41 GM103426NIGMS NIH HHS P50 GM103368NIGMS NIH HHS P50GM103368
6 · The paper itself

Abstract

cellPACK assembles computational models of the biological mesoscale, an intermediate scale (10-100 nm) between molecular and cellular biology scales. cellPACK's modular architecture unites existing and novel packing algorithms to generate, visualize and analyze comprehensive three-dimensional models of complex biological environments that integrate data from multiple experimental systems biology and structural biology sources. cellPACK is available as open-source code, with tools for validation of models and with 'recipes' and models for five biological systems: blood plasma, cytoplasm, synaptic vesicles, HIV and a mycoplasma cell. We have applied cellPACK to model distributions of HIV envelope protein to test several hypotheses for consistency with experimental observations. Biologists, educators and outreach specialists can interact with cellPACK models, develop new recipes and perform packing experiments through scripting and graphical user interfaces at http://cellPACK.org/.

Indexed as

AlgorithmsModels, BiologicalSystems BiologyComputational BiologyComputer SimulationHIVHumansMolecular BiologySoftware

Identifiers

PMID25437435
PMCPMC4281296
OpenAlexW1974035453

What OpenQuestion holds

Textmetadata
LicenceTDM
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.