Evidence map›Paper›PMID 41239100›Full record

ArticleEnvironmental science and pollution research international2025

Exploring the association between metal(loid)s and human semen quality: a preliminary case study in a petrochemical complex.

Elena Sánchez-Resino, Ana González-Ruiz, Jordi Sierra, Carlos Martínez-Pinto, María Fernández de la Puente, Nadine Alkhoury, María Ángeles Martínez, Nancy Babio, Albert Salas-Huetos, Jordi Salas-Salvadó and 4 more

Abstract read
In one paragraph

Article in Environmental science and pollution research international, 2025. 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
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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

14 authors.

Elena Sánchez-ResinoLaboratory of Toxicology and Environmental Health, Faculty of Medicine and Health Science, Universitat Rovira i Virgili, Reus, Spain.
Ana González-RuizLaboratory of Toxicology and Environmental Health, Faculty of Medicine and Health Science, Universitat Rovira i Virgili, Reus, Spain.
Jordi SierraLaboratory of Toxicology and Environmental Health, Faculty of Medicine and Health Science, Universitat Rovira i Virgili, Reus, Spain.
Carlos Martínez-PintoInstitute of Environmental Assessment and Water Research, IDAEA-CSIC, Barcelona, Spain.
María Fernández de la PuenteInstitut d'Investigació Sanitària Pere Virgili, Reus, Spain.
Nadine AlkhouryInstitut d'Investigació Sanitària Pere Virgili, Reus, Spain.
María Ángeles MartínezInstitut d'Investigació Sanitària Pere Virgili, Reus, Spain.
Nancy BabioInstitut d'Investigació Sanitària Pere Virgili, Reus, Spain.
Albert Salas-HuetosInstitut d'Investigació Sanitària Pere Virgili, Reus, Spain.
Jordi Salas-SalvadóInstitut d'Investigació Sanitària Pere Virgili, Reus, Spain.
Rubén Gil-SolsonaInstitute of Environmental Assessment and Water Research, IDAEA-CSIC, Barcelona, Spain.
Pablo Gago-FerreroInstitute of Environmental Assessment and Water Research, IDAEA-CSIC, Barcelona, Spain.
José L DomingoLaboratory of Toxicology and Environmental Health, Faculty of Medicine and Health Science, Universitat Rovira i Virgili, Reus, Spain.
Montse MarquèsInstitute of Environmental Assessment and Water Research, IDAEA-CSIC, Barcelona, Spain. montse.marques@idaea.csic.es.ORCID http://orcid.org/0000-0001-6302-8578

Funding

Agencia Estatal de Investigación RYC2022-038179-Iagency for biomedical research, Instituto de Salud Carlos III (ISCIII), through the Fondo de Investigacion para la Salud (FIS), the European Union ERDF/ESF, 'A way to make Europe'/ 'Investing in your future' PI21/01447Diputació de Tarragona 2021/11-No.Exp. 8004330008-2021-0022642El Morell City Council Xavi Catà 2022Grants to Support the Scientific Activity of Research Groups in Catalonia 2021SGR-00105Grants to Support the Scientific Activity of Research Groups in Catalonia 2021SGR-00336Institució Catalana de Recerca i Estudis Avançats ICREA Academia programmeMartí i Franqués Grants program through the URV-SGR Predoctoral Researcher Training Contracts Program 2020PMF-PIPF-39
6 · The paper itself

Abstract

Occupational exposure to metal(loid)s in petrochemical industries has raised concerns about possible effects on male reproductive health. This study examines the link between metal(loid) exposure and semen quality parameters among petrochemical workers (PWs) compared to a non-petrochemical control group, using the WHO 2021 reference values as a standard. A cross-sectional analysis was performed on 176 healthy individuals, consisting of 22 PWs and 154 controls. Blood levels of arsenic (As), chromium (Cr), lead (Pb), tin (Sn), and thallium (Tl) were analyzed, and semen quality parameters, such as sperm concentration, total sperm count, motility, morphology, vitality, and volume, were evaluated and considered the main outcomes of the study. Overall, concentrations and detection frequencies were relatively low, indicating a scenario of low-level exposure. Petrochemical workers showed lower blood concentrations of Cr, Sn, and Pb compared to controls. Detection frequencies were higher in the petrochemical group than in controls (p > 0.05). Semen quality analysis revealed that PW had non-significant (p > 0.05) higher total sperm count, normal morphology, and vitality and statistically significant (p < 0.05) higher sperm concentration than controls. On the contrary, total motility and volume were non-significantly lower in PWs than in controls. Correlation analysis confirmed significant associations among semen parameters and identified positive associations between Pb and total motility (ρ = 0.24, p < 0.01) and Cr and Sn (ρ = 0.38, p < 0.001). In turn, Pb showed a positive association with total motility (ρ = 0.24, p = 0.001), abstinence (ρ = 0.17, p < 0.05), sperm concentration (ρ = 0.16, p < 0.05), and sperm count (ρ = 0.17, p < 0.05). Additionally, linear and logistic regression models demonstrated a significant positive association between blood Pb and total motility (β 3.58%, CI 1.01-6.15; OR 0.73%, CI 0.13-1.59). The results of the present study highlight the complexity of metal(loid) exposures and suggest that lifestyle and other environmental factors may influence semen quality. Longitudinal studies are warranted to better understand these associations.

Indexed as

MetalsOccupational ExposureAdultArsenicCross-Sectional StudiesHumansLeadMaleSemenSemen AnalysisSperm MotilityArsenicLeadMetalsMale fertilityMetal(loid)sMetalsPetrochemical industrySemen qualityTrace elements

Identifiers

PMID41239100
PMCPMC12672805

What Socratic 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 Socratic graph.