Evidence map›Paper›PMID 42014194›Full record

ArticleJournal of applied toxicology : JAT2026

Glycemic Regulation and Renal Function by Heavy Metal Exposure: A Cross-Sectional Analysis on Cement Plant Workers.

Duygu Seyhan Erdoğan, Fatma Bozdag, Fatıma Betül Topcu, Osman Burak Demirbas, Sultan Pinar Cetintepe, Mustafa Necmi Ilhan

Abstract read
In one paragraph

Article in Journal of applied toxicology : JAT, 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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0citing papers in PubMed
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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

6 authors.

Duygu Seyhan ErdoğanDivision of Occupational Medicine, Department of Public Health, Faculty of Medicine, Gazi University, Ankara, Türkiye.ORCID 0000-0002-2732-1862
Fatma BozdagDivision of Occupational Medicine, Department of Public Health, Faculty of Medicine, Gazi University, Ankara, Türkiye.ORCID 0000-0003-2709-4281
Fatıma Betül TopcuDivision of Occupational Medicine, Department of Public Health, Faculty of Medicine, Gazi University, Ankara, Türkiye.ORCID 0000-0002-8579-684X
Osman Burak DemirbasDepartment of Public Health, Mamak District Health Directorate, Turkish Ministry of Health, Ankara, Türkiye.ORCID 0000-0003-1659-6278
Sultan Pinar CetintepeDivision of Occupational Medicine, Department of Public Health, Faculty of Medicine, Gazi University, Ankara, Türkiye.ORCID 0000-0001-5434-8895
Mustafa Necmi IlhanDivision of Occupational Medicine, Department of Public Health, Faculty of Medicine, Gazi University, Ankara, Türkiye.ORCID 0000-0003-1367-6328

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Heavy metal exposure is known to have various effects on renal function and blood glucose regulation. The main objective of this study was to evaluate the effects of cement dust and some metal (cadmium, manganese, nickel, and zinc) exposure on blood glucose and renal function parameters in male cement plant workers. This study is a cross-sectional study involving male workers from a cement plant who presented to our clinic. Based on their HbA1c levels, the participants were divided into two groups: a prediabetes group (HbA1c ≥ 5.7%) and a control group (HbA1c < 5.7%). The differences between two groups were statistically analyzed. A total of 268 male workers were included in the analysis, 134 in the prediabetes group and 134 in the control group. Blood manganese and nickel levels were statistically significantly higher in the prediabetes group, whereas zinc levels were statistically significantly higher in the control group. There was no statistically significant difference between the groups for cadmium. Low-grade positive correlations were found between manganese and nickel and HbA1c. A low-grade positive correlation was found between GFR and cadmium, and a low-grade negative correlation was found between GFR and manganese. In linear models, those with blood manganese levels above 2 μg/L had higher creatinine and lower GFR. Workplace exposure to heavy metals can induce blood glucose dysregulation and renal dysfunction, particularly in workers engaged in high-exposure jobs. The current situation necessitates the implementation of protective measures to reduce exposure.

Indexed as

Blood GlucoseConstruction MaterialsKidneyMetals, HeavyOccupational ExposureAdultAir Pollutants, OccupationalCross-Sectional StudiesDustGlomerular Filtration RateGlycated HemoglobinGlycemic ControlHumansMaleMiddle AgedAir Pollutants, OccupationalBlood GlucoseDustGlycated Hemoglobinhemoglobin A1c protein, humanMetals, Heavycement industryglycemic controlheavy metalsoccupational exposurerenal function

Identifiers

PMID42014194
PMCPMC13532920

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.