Evidence map›Paper›PMID 41991746›Full record

ArticleAnalytical and bioanalytical chemistry2026

Analytical investigation of metal distribution from e-cigarette aerosols to lung deposition using multi-platform mass spectrometry.

Jack McGrath, Oliver Royle, Andrew Thorpe, Janice Irene McCauley, Maiken Ueland, Irina Kabakova, Hui Chen, David Clases, Brian G Oliver, Dayanne Mozaner Bordin

Abstract read
In one paragraph

Article in Analytical and bioanalytical chemistry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

10 authors.

Jack McGrathSchool of Mathematical and Physical Sciences, University of Technology Sydney, Ultimo, Australia.
Oliver RoyleSchool of Mathematical and Physical Sciences, University of Technology Sydney, Ultimo, Australia.
Andrew ThorpeSchool of Life Sciences, Faculty of Science, University of Technology Sydney, Ultimo, Australia.
Janice Irene McCauleySchool of Mathematical and Physical Sciences, University of Technology Sydney, Ultimo, Australia.
Maiken UelandSchool of Mathematical and Physical Sciences, University of Technology Sydney, Ultimo, Australia.
Irina KabakovaSchool of Mathematical and Physical Sciences, University of Technology Sydney, Ultimo, Australia.
Hui ChenSchool of Life Sciences, Faculty of Science, University of Technology Sydney, Ultimo, Australia.
David ClasesNanoMicroLAB, Institute of Chemistry, University of Graz, Graz, Austria.
Brian G OliverRespiratory Cellular and Molecular Biology, Woolcock Institute of Medical Research, Sydney, Australia.
Dayanne Mozaner BordinSchool of Mathematical and Physical Sciences, University of Technology Sydney, Ultimo, Australia. Dayanne.Bordin@uts.edu.au.

Funding

University of Technology Sydney 2024)University of Technology Sydney Seed Funding scheme (0200804University of Technology Sydney SEED grant
6 · The paper itself

Abstract

E-cigarettes are promoted as a safer alternative to conventional tobacco, yet emerging evidence indicates they may expose users to harmful metals. While prior research has focused on nicotine and organic constituents, the bioaccumulation and spatial distribution of toxic metals in lung tissue remain poorly understood. In this study, a multi-platform analytical approach combining ICP-MS, GC-ICP-MS, GC-MS, and LA-ICP-MS/MS was employed to characterise the elemental and organic composition of refillable e-cigarette liquid and its corresponding aerosol, and to assess metal accumulation in murine lung tissue following short-term exposure. Balb/c mice (7 weeks, n = 8 per group) were exposed to nicotine-containing e-cigarette aerosols (8, 16, or 32 puffs; 30 min, twice daily for 4 days) or ambient air (control). Results showed that multiple toxic metals and organometallic species were detected in both e-liquid and aerosol, including species of Al, Ni, Cu, As, Br, Sn, and Hg. Elemental bioimaging of murine lungs found heterogeneous focal accumulation patterns in lung tissue, with increased Cu, significantly elevated Ni and Pb, and significantly reduced pulmonary Fe concentrations (p ≤ 0.005). Metal distribution patterns were exposure-related but not strictly dose-dependent, indicating a complex deposition and clearance mechanism. This study provides the first evidence of metal-containing (organometallic) species in e-cigarette aerosols and exposure-associated metal accumulation in murine lung tissue. These findings reinforce the need for further mechanistic and longitudinal investigations to assess the health risks associated with chronic vaping exposure.

Indexed as

Electronic Nicotine Delivery SystemsLungMass SpectrometryMetalsAerosolsAnimalsFemaleGas Chromatography-Mass SpectrometryMiceMice, Inbred BALB CTandem Mass SpectrometryTissue DistributionAerosolsMetalsBioaccumulationE-cigarettesLungMetal speciationVape

Identifiers

PMID41991746
PMCPMC13221409

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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.