Evidence map›Paper›PMID 41556555›Full record

ArticleProtein science : a publication of the Protein Society2026

Elements and roadmap for interactive molecular graphics and modeling "in the Holodeck".

Adrian J Mulholland, Luciano A Abriata

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 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Elements and roadmap for interactive molecular graphics and modeling "in the Holodeck".Protein science : a publication of the Protein Society · 2026
    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

2 authors.

Adrian J MulhollandCentre for Computational Chemistry, School of Chemistry, University of Bristol, Bristol, UK.
Luciano A AbriataInstitute of Bioengineering, School of Life Sciences, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.ORCID https://orcid.org/0000-0003-3087-8677

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Molecular graphics have been instrumental in advancing chemistry, drug discovery, materials science and structural biology, enabling visualization of molecular systems from static images to dynamic web displays and immersive platforms. While effective visualization is largely a solved problem, in this perspective we argue that the next significant leap lies beyond passive viewing. Rather, the frontier is in enabling intuitive, immersive, direct 3D manipulation and interaction with molecular systems to address the inherent limitations of carrying out complex 3D tasks via 2D interfaces. The vision, which is starting to be realized, is of immersive molecular science environments in which researchers leverage multi-modal inputs that feel natural (with hands plus possibly haptic or pseudo-haptic feedback, voice user interfaces and AI-based assistance), collaborating seamlessly in concurrent sessions, naturally visualizing and connecting different types of data and models, and engaging with molecules assisted by real-time simulation engines. Many of the technologies required to develop such environments already exist, at least in basic forms. In this Perspective, we discuss current prototypes and software solutions that incorporate some of the elements needed, and that are available for use. We discuss applications and practical demonstrations, and outline the developments that are required to make the Molecular Holodeck a reality. We also discuss challenges that need to be addressed in order to achieve this vision. The coming shift toward hands-on, multiuser, immersive, natural and physics-informed manipulation will transform hypothesis generation, molecular design, fundamental understanding, collaborative working, discussions, and thus research and education in the chemical sciences, as others have envisioned for "molecular visualization in the holodeck."

Indexed as

Computer GraphicsModels, MolecularSoftwareHumansUser-Computer InterfaceAI agentsartificial intelligenceaugmented reality (AR)collaborationextended reality (XR)human‐computer interactioninteractive molecular dynamicslarge language modelsmixed realitymolecular graphicsmolecular manipulationmolecular modelingmulti‐modal interactionprotein sciencestructural biologyvirtual reality (VR)WebXR

Identifiers

PMID41556555
PMCPMC12817468

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.