Evidence map›Paper›PMID 41455791›Full record

ArticleScientific reports2025

Potentially toxic metals in small ruminant tissues: multivariate analysis and health risk assessment via Monte Carlo simulation.

Alireza Fathi-Beyranvand, Azadeh Rashidimehr, Elaheh Askari, Fatemeh Esfarjani, Fatemeh Mohammadi-Nasrabadi

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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

5 authors.

Alireza Fathi-BeyranvandMicrobiology and Food Hygiene Department, Faculty of Veterinary Medicine, Lorestan University, PO Box: 44316-68151, Khorramabad, Khorramabad, Lorestan, 6815144316, Iran.
Azadeh RashidimehrMicrobiology and Food Hygiene Department, Faculty of Veterinary Medicine, Lorestan University, PO Box: 44316-68151, Khorramabad, Khorramabad, Lorestan, 6815144316, Iran. azadehrm68@gmail.com.ORCID http://orcid.org/0000-0001-8935-8321
Elaheh AskariNutritional Health Research Center, School of Health and Nutrition, Lorestan University of Medical Sciences, Khorramabad, Iran. dr.askari2011@gmail.com.ORCID http://orcid.org/0000-0003-4735-4095
Fatemeh EsfarjaniFood and Nutrition Policy and Planning Research Department, Faculty of Nutrition Sciences and Food Technology, National Nutrition and Food Technology Research Institute, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
Fatemeh Mohammadi-NasrabadiFood and Nutrition Policy and Planning Research Department, Faculty of Nutrition Sciences and Food Technology, National Nutrition and Food Technology Research Institute, Shahid Beheshti University of Medical Sciences, Tehran, Iran.

Funding

Lorestan University 1403/623
6 · The paper itself

Abstract

Potentially toxic metal contamination in edible animal tissues is a major concern for food safety and public health. This study investigated the concentrations of essential and potentially toxic metals in the meat and liver of eighty small ruminants in Lorestan, Iran and assessed the risks associated with their consumption. Essential (Co, Se, Cu, Fe, Mg, Mn, and Zn) and potentially toxic (Ni, Cd, and Pb) metal concentrations were measured using ICP-OES. The sources and distribution patterns of essential and toxic trace metals were examined using multivariate statistical analyses including the Pearson correlation coefficient (PCC), principal component analysis (PCA) and hierarchical cluster analysis (HCA). Human health risk was evaluated using the lifetime cancer risk, the hazard ratio and the hazard index, and uncertainty in these parameters was quantified through Monte Carlo simulation. Most metals were present at concentrations consistent with international standards, whereas Zn with values from 75.33 to 132.5 mg/kg, Ni with values from 0.76 to 1.2 mg /kg and Pb with values from 0.12 to 0.65 mg/kg exceeded the limits recommended by FAO/WHO. The hazard index was less than one, indicating a low probability of non-carcinogenic effects. However, the lifetime cancer risk suggested a moderate carcinogenic risk associated with nickel in meat. Multivariate analysis showed that manganese, iron, copper and cadmium were primarily associated with natural terrestrial sources, while Ni, Pb and Zn were linked to anthropogenic inputs. These findings highlight the need to assess grazing environments and water sources, improve hygienic practices during slaughter and establish maximum permissible levels for trace elements to reinforce food safety monitoring.

Indexed as

Food ContaminationMeatMetalsMetals, HeavyRuminantsAnimalsHumansIranLiverMonte Carlo MethodMultivariate AnalysisPrincipal Component AnalysisRisk AssessmentMetalsMetals, HeavyHeavy metalsIranMonte carlo simulationRisk assessmentSmall ruminant

Identifiers

PMID41455791
PMCPMC12852769

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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.