Evidence map›Paper›PMID 41972840›Full record

ArticleProtein science : a publication of the Protein Society2026

The virus lesson: Teaching viral structure and quasi-symmetry in mixed reality.

Adam Gardner, Fabien Cannac, Quentin Tallon, Arthur Olson, Ludovic Autin

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. The virus lesson: Teaching viral structure and quasi-symmetry in mixed reality.Protein science : a publication of the Protein Society · 2026
    Article
  2. 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

5 authors.

Adam GardnerDepartment of Neurosciences, University of California San Diego, La Jolla, California, USA.
Fabien CannacDepartment of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California, USA.
Quentin TallonDepartment of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California, USA.
Arthur OlsonDepartment of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California, USA.
Ludovic AutinDepartment of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California, USA.ORCID https://orcid.org/0000-0002-2197-191X

Funding

Structural Biology CoreU54AI170855 · NIAID · SEATTLE CHILDREN'S HOSPITAL · PI Stefan G Sarafianos, Bruce Edward Torbett · 2022 to 2026
$36.7M
Modeling and Interacting with the Visible Molecular CellR01GM120604 · NIGMS · SCRIPPS RESEARCH INSTITUTE, THE · PI AUTIN, LUDOVIC · 2016 to 2025
$4.2M
NIAID NIH HHS U54 AI170855NIGMS NIH HHS R01 GM120604NIH HHS 5U54AI170855NIH HHS GM120604
6 · The paper itself

Abstract

Traditional approaches to teaching structural biology struggle to capture the dynamic, three-dimensional nature of biomolecular structures. Viral capsids, which employ quasi-symmetric arrangements, are especially difficult to conceptualize at the human scale. While physical models can illustrate geometry, they are costly, static, and disconnected from the digital domain. Recent advances in mixed reality (MR) offer an opportunity to overcome these limitations by combining immersion, interactivity, and collaboration. We present Virus Lesson, an MR application designed to teach viral quasi-symmetry through shared immersive experiences. Developed in Unity and optimized for standalone MR headsets such as the Meta Quest 3/3S, the platform integrates multiplayer networking to allow students and instructors to co-localize in the same virtual classroom. Activities include interactive exploration of virus size and composition, dissection of capsids to reveal encapsidated RNA, construction of quasi-symmetric shells using Caspar-Klug triangulation theory, and antibody-antigen recognition tasks. Educational design elements such as spatially separated "learning stations," memory palace techniques, and scaffolded problem-solving guide learners through increasingly complex concepts. Pilot demos with participants of all ages showed high engagement, improved comprehension of virus structure, quasi-symmetry, and immunological interactions, and strong appreciation of collaborative learning in MR. The Virus Lesson demonstrates that MR can enhance understanding of challenging structural biology concepts while providing a scalable framework for interactive, human-scale education in biomolecular sciences.

Indexed as

CapsidVirtual RealityVirusesHumansTeachingaugmented reality (AR)immersivelearning environmentmixed reality (MR)quasi‐equivalencequasi‐symmetryspatial colocationvirtual reality (VR)virus structure

Identifiers

PMID41972840
PMCPMC13073050

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.