Evidence map›Paper›PMID 42812457›Full record

ArticleFrontiers in public health2026

An analysis of occupational exposure to particulate matter and erythrocyte morphological abnormalities among charcoal-grill restaurant workers.

Burcu Yuksel, Serap Arsal Yildirim

Abstract readComparative Study
In one paragraph

Article in Frontiers in public health, 2026. 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

2 authors.

Burcu YukselKocaeli Vocational School of Health Services, Kocaeli University, Kocaeli, Türkiye.
Serap Arsal YildirimKocaeli Vocational School of Health Services, Kocaeli University, Kocaeli, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Workers in charcoal- and wood-fired grill restaurants are exposed to high concentrations of combustion-derived particulate matter (PM) and carbon monoxide during long shifts in poorly ventilated kitchens. Whether this exposure is associated with measurable changes in circulating erythrocyte morphology is not established. Methods: This study used a comparative cross-sectional design and compared charcoal-grill workers ( Results: Restaurant worksites had markedly higher PM concentrations (median 117.8 vs. 0.23 μg/m Conclusion: Grill restaurant work involves high-particulate exposure associated with stress-related erythrocyte poikilocytes, suggesting mechanical and oxidative membrane damage rather than generalised morphological changes. However, due to subclinical anomaly rates, demographic confounders, and missing control data, these findings remain hypothesis-generating. Because of the limited sample size and the investigative nature of this research, the current findings should be interpreted as tentative and primarily useful for formulating future hypotheses. Furthermore, its cross-sectional design and lack of direct measurements of oxidative stress preclude establishing causality or verifying biological pathways.

Indexed as

Air Pollutants, OccupationalAir Pollution, IndoorErythrocytesOccupational ExposureParticulate MatterRestaurantsAdultCarbon MonoxideCharcoalCross-Sectional StudiesFemaleHumansMaleMiddle AgedWorking ConditionsAir Pollutants, OccupationalCarbon MonoxideCharcoalParticulate Mattererythrocyte morphologygrill restaurant workersindoor air qualityoccupational exposureparticulate matterpoikilocytosis

Identifiers

PMID42812457
PMCPMC13619820

What OpenQuestion holds

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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.