Evidence map›Paper›PMID 40392751›Full record

ArticleDatabase : the journal of biological databases and curation2025

An exploratory study combining Virtual Reality and Semantic Web for life science research using Graph2VR.

Alexander J Kellmann, Sander van den Hoek, Max Postema, W T Kars Maassen, Brenda S Hijmans, Marije A van der Geest, K Joeri van der Velde, Esther J van Enckevort, Morris A Swertz

Abstract read
In one paragraph

Article in Database : the journal of biological databases and curation, 2025. 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

9 authors.

Alexander J KellmannORCID 0000-0001-6108-5552
Sander van den HoekDepartment of Genetics, Genomics Coordination Center, University Medical Center Groningen, Antonius Deusinglaan 1, Groningen, Groningen 9713 AV, The Netherlands.ORCID 0009-0004-3743-650X
Max PostemaDepartment of Genetics, Genomics Coordination Center, University Medical Center Groningen, Antonius Deusinglaan 1, Groningen, Groningen 9713 AV, The Netherlands.
W T Kars MaassenDepartment of Genetics, Genomics Coordination Center, University Medical Center Groningen, Antonius Deusinglaan 1, Groningen, Groningen 9713 AV, The Netherlands.ORCID 0000-0001-7086-0637
Brenda S HijmansDepartment of Genetics, Genomics Coordination Center, University Medical Center Groningen, Antonius Deusinglaan 1, Groningen, Groningen 9713 AV, The Netherlands.ORCID 0000-0001-9937-2928
Marije A van der GeestDepartment of Genetics, Genomics Coordination Center, University Medical Center Groningen, Antonius Deusinglaan 1, Groningen, Groningen 9713 AV, The Netherlands.ORCID 0000-0002-1919-6547
K Joeri van der VeldeDepartment of Genetics, Genomics Coordination Center, University Medical Center Groningen, Antonius Deusinglaan 1, Groningen, Groningen 9713 AV, The Netherlands.ORCID 0000-0002-0934-8375
Esther J van EnckevortDepartment of Genetics, Genomics Coordination Center, University Medical Center Groningen, Antonius Deusinglaan 1, Groningen, Groningen 9713 AV, The Netherlands.ORCID 0000-0002-2440-3993

Funding

H2020 Health EC H2020 Grant Agreement No 824989
6 · The paper itself

Abstract

We previously described Graph2VR, a prototype that enables researchers to use virtual reality (VR) to explore and navigate through Linked Data graphs using SPARQL queries (see https://doi.org/10.1093/database/baae008). Here we evaluate the use of Graph2VR in three realistic life science use cases. The first use case visualizes metadata from large-scale multi-center cohort studies across Europe and Canada via the EUCAN Connect catalogue. The second use case involves a set of genomic data from synthetic rare disease patients, which was processed through the Variant Interpretation Pipeline and then converted into Resource Description Format for visualization. The third use case involves enriching a graph with additional information, in this case, the Dutch Anatomical Therapeutic Chemical code Ontology with the DrugID from Drugbank. These examples collectively showcase Graph2VR's potential for data exploration and enrichment, as well as some of its limitations. We conclude that the endless three-dimensional space provided by VR indeed shows much potential for the navigation of very large knowledge graphs, and we provide recommendations for data preparation and VR tooling moving forward. Database URL: https://doi.org/10.1093/database/baaf008.

Indexed as

Biological Science DisciplinesDatabases, FactualSemantic WebVirtual RealityHumans

Identifiers

PMID40392751
PMCPMC12090995

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.