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伊朗市场小麦粉中重金属暴露的健康风险评估:蒙特卡罗模拟方法的应用

Health Risk Assessment of Exposure to Heavy Metals in Wheat Flour from Iran Markets: Application of Monte Carlo Simulation Approach.

作者信息

Asadi Touranlou Fateme, Tavakoly Sany Seyedeh Belin, Ghayour Mobarhan Majid, Khanzadi Saeid, Afshari Asma, Hashemi Mohammad

机构信息

Medical Toxicology Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.

Department of Nutrition, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.

出版信息

Biol Trace Elem Res. 2025 Apr;203(4):2284-2294. doi: 10.1007/s12011-024-04324-z. Epub 2024 Jul 31.

Abstract

The significance of flour in the Iranian diet underscores the need to ensure its safety from chemical pollutants. This study aimed to evaluate the potential health risks posed by certain heavy metals, such as Fe, Zn, Cu, Al, Co, Hg, Cr, Ni, Pb, and Cd, in wheat flour available in the Iranian market. A total of 248 flour samples were collected from 11 provinces in Iran during the winter of 2021. The health risks associated with heavy metals in children and adults were evaluated using USEPA health risk assessment guidance for superfund part A and Monte Carlo Simulation. The average concentration of Fe, Zn, Cu, Al, Co, Hg, Cr, Ni, Pb, and Cd, was equal to 30.62 ± 59.24, 4.94 ± 13.64, 1.24 ± 3.08, 2.85 ± 4.98, 0.03 ± 0.01, 0.12 ± 0.03, 1.42 ± 1, 0.23 ± 0.05, 1.71 ± 0.65, and 0.02 ± 0.004 mg/kg dry weight, respectively. Analysis of Fe, Cr, Al, Hg and Cr in all flour samples showed that the average concentration of these metals were greater than the standards levels set by the WHO/FAO. The results of the non-carcinogenic risks (HI) showed that the hazard index values (children: 0.969 ± 1.04, adult: 0.837 ± 0.905) of heavy metals through the consumption of flour to both study population were acceptable. The results of the carcinogenic risks (CR) based on Cd, and Pb concentration showed that the CR values from ingestion of flour to the children and adults population were 1.45 × 10 ± 5.08 × 10 and 1.26 × 10 ± 4.40 × 10, respectively. The results of Monte Carlo simulation showed that conventional deterministic health risk evaluation could overestimate risk outcomes. Likewise, Cr has 68.8% and 69.1% probability of non-carcinogenic risk to children and adult, respectively, and 80% and 79.8% probability of CR for adults and children respectively for Pb, suggesting that Cr and Pb is a priority control heavy metals. Therefore, it is recommended to continuously monitor the levels of heavy metals in wheat and its derived food products to ensure food safety.

摘要

面粉在伊朗饮食中的重要性凸显了确保其免受化学污染物污染的必要性。本研究旨在评估伊朗市场上小麦粉中某些重金属(如铁、锌、铜、铝、钴、汞、铬、镍、铅和镉)所带来的潜在健康风险。2021年冬季,从伊朗11个省份共采集了248份面粉样本。使用美国环境保护局(USEPA)超级基金A部分的健康风险评估指南和蒙特卡罗模拟法评估了儿童和成人中与重金属相关的健康风险。铁、锌、铜、铝、钴、汞、铬、镍、铅和镉的平均浓度分别等于30.62±59.24、4.94±13.64、1.24±3.08、2.85±4.98、0.03±0.01、0.12±0.03、1.42±1、0.23±0.05、1.71±0.65和0.02±0.004毫克/千克干重。对所有面粉样本中的铁、铬、铝、汞和铬进行分析表明,这些金属的平均浓度高于世界卫生组织/联合国粮食及农业组织设定的标准水平。非致癌风险(HI)结果表明,通过食用面粉,两种研究人群中重金属的危害指数值(儿童:0.969±1.04,成人:0.837±0.905)是可接受的。基于镉和铅浓度的致癌风险(CR)结果表明,儿童和成人通过摄入面粉的CR值分别为1.45×10±5.08×10和1.26×10±4.40×10。蒙特卡罗模拟结果表明,传统的确定性健康风险评估可能会高估风险结果。同样,铬对儿童和成人非致癌风险的概率分别为68.8%和69.1%,铅对成人和儿童致癌风险的概率分别为80%和79.8%,这表明铬和铅是优先控制重金属。因此,建议持续监测小麦及其衍生食品中的重金属含量,以确保食品安全。

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