Evidence map›Paper›PMID 42181110›Full record

ArticleAccess microbiology2026

Visible through touch: open-source 3D-printed tools for inclusive microbiology education.

Claire L Price, Aidan Seeley, Hayley Pincott, Daniel J Morse, Llinos G Harris, J Gareth Noble

Abstract read
In one paragraph

Article in Access microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Trial
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.

Claire L PriceSwansea University Medical School, Singleton Park Campus, Swansea SA2 8PP, UK.ORCID https://orcid.org/0000-0002-6045-4835
Aidan SeeleySwansea University Medical School, Singleton Park Campus, Swansea SA2 8PP, UK.ORCID https://orcid.org/0000-0001-7085-4296
Hayley PincottSee Science, Cardiff CF10 3DD, UK.
Daniel J MorseSchool of Cellular and Molecular Medicine, University of Bristol, Bristol BS8 1TD, UK.ORCID https://orcid.org/0000-0002-0104-4940
Llinos G HarrisSwansea University Medical School, Singleton Park Campus, Swansea SA2 8PP, UK.ORCID https://orcid.org/0000-0002-0295-3038
J Gareth NobleSwansea University Medical School, Singleton Park Campus, Swansea SA2 8PP, UK.ORCID https://orcid.org/0000-0002-4588-049X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Microbiology education relies heavily on visual interpretation of microbe cultures, microscopy and assays, which can create barriers for blind and visually impaired learners. Inclusive teaching requires multimodal tactile approaches that make microbiology accessible to all students. This work presents two open-source browser-based web applications (the Agar Plate STL Generator and Microscope Slide to STL) designed to convert standard microbiological images into 3D-printable tactile models. Both tools use heightmap-based image processing to translate visual data into topographic 3D surfaces. Users can upload digital images of agar plates or microscope slides (e.g. in jpg format), adjust relief depth through an interactive interface and generate printable STL files without prior experience in computer-aided design or 3D printing. The resulting tactile models replicate spatial and morphological features of microbial growth and microscopy, enabling learners to 'see through touch'. These tools enable independent participation by visually impaired students and promote multi-sensory engagement for all learners. Both applications and their source code are freely available under a Creative Commons Attribution-NonCommercial 4.0 licence via GitHub and Zenodo. Open-source tactile microbiology tools provide a scalable, inclusive means to bridge the accessibility gap in STEM education. By converting visual laboratory outputs into tangible models, these resources support universal design for learning and foster equitable participation in microbiology.

Indexed as

3D printingaccessibilityinclusive educationmicrobiology teachingopen-source toolstactile learning

Identifiers

PMID42181110
PMCPMC13193618

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.