Evidence map›Paper›PMID 42571074›Full record

ArticleJournal of environmental health science & engineering2026

Monitoring and risk assessment of airborne graphene oxide released during a pilot study of 3D printing with polylactic acid filaments.

Ciro Salcines, Maidá Domat, Javier Ruiz, Laura Castanon-Jano, Elena Blanco-Fernandez, Rafael Valiente

Abstract read
In one paragraph

Article in Journal of environmental health science & engineering, 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. 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

6 authors.

Ciro SalcinesHealth and Safety Unit, Universidad de Cantabria, Santander, 39005 Spain.ORCID 0000-0003-2600-3552
Maidá DomatDepartment of Physics, Area of Applied Physics, Universidad de Oviedo, Oviedo, 33007 Spain.ORCID 0000-0002-0526-5425
Javier RuizArea of Health and Safety, FREMAP - Mutua Colaboradora con la Seguridad Social, nº 61, Majadahonda, 28222 Spain.
Laura Castanon-JanoArea of Manufacturing Processes, Universidad de Cantabria, Santander, 39005 Spain.ORCID 0000-0002-5968-2726
Elena Blanco-FernandezGITECO Research Group, Universidad de Cantabria, Santander, 39005 Spain.ORCID 0000-0002-7010-2649
Rafael ValienteDepartment of Applied Physics, Faculty of Sciences, Universidad de Cantabria, Santander, 39005 Spain.ORCID 0000-0001-9855-8309

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Fused Deposition Modeling technique is a widely used 3D printing technique that often employs polylactic acid filaments (PLA), which can be enhanced with nanomaterials such as Graphene Oxide (GO). During thermal processing, these materials may release airborne particles, raising occupational and environmental exposure concerns. This study evaluates potential exposure to aerosolized GO from PLA filaments using a tiered risk assessment approach based on the European standard EN 17058:2018 and the Organization for Economic Co-operation and Development (OECD) guidance. A monitoring strategy combined near-field and far-field particle counters with Scanning Electron Microscopy (SEM) and Raman Spectroscopy, and volatile organic compounds (VOCs) were assessed to compare with Spanish and Finish 2022 threshold occupational exposure limits. Nanoparticles and their agglomerates were detected at low number concentrations on average, with traces of Graphene Oxide in respirable fractions. These findings warranted further validation using statistical models such as ARIMA. Although concentrations were below proposed limits. The presence of GO in respirable aerosol indicates that GO nanoestructured within PLA was released into the workplace air. This finding underscores the need for tailored monitoring and control measures in occupational environments. Supplementary Information: The online version contains supplementary material available at 10.1007/s40201-026-00998-w.

Indexed as

3D printingGraphene oxideNanoparticle emissionsOccupational exposureRisk assessment

Identifiers

PMID42571074
PMCPMC13451170

What OpenQuestion holds

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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.