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

被引:0
作者
Asadi Touranlou, Fateme [1 ,2 ]
Tavakoly Sany, Seyedeh Belin [3 ,4 ]
Ghayour Mobarhan, Majid [2 ]
Khanzadi, Saeid [5 ]
Afshari, Asma [2 ]
Hashemi, Mohammad [1 ,2 ]
机构
[1] Mashhad Univ Med Sci, Med Toxicol Res Ctr, Mashhad, Iran
[2] Mashhad Univ Med Sci, Fac Med, Dept Nutr, Mashhad, Iran
[3] Mashhad Univ Med Sci, Fac Hlth, Dept Hlth Safety & Environm, Mashhad, Iran
[4] Mashhad Univ Med Sci, Social Determinants Hlth Res Ctr, Mashhad, Iran
[5] Ferdowsi Univ Mashhad, Fac Vet Med, Dept Food Hyg & Aquaculture, Mashhad, Iran
关键词
Heavy metals; Wheat flour; Health risk; Food safety; Environmental pollution; VOLTAMMETRIC DETERMINATION; DIETARY EXPOSURE; DAIRY-PRODUCTS; TRACE-ELEMENTS; MILK; ZINC; CONTAMINATION; EXTRACTION; VEGETABLES; CADMIUM;
D O I
10.1007/s12011-024-04324-z
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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 x 10-5 +/- 5.08 x 10-5 and 1.26 x 10-5 +/- 4.40 x 10-5, 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.
引用
收藏
页码:2284 / 2294
页数:11
相关论文
共 50 条
[31]   Health risk assessment of heavy metals in road dust from the fourth-tier industrial city in central China based on Monte Carlo simulation and bioaccessibility [J].
Han, Qiao ;
Wang, Mingya ;
Xu, Xiaohang ;
Li, Mengfei ;
Liu, Yang ;
Zhang, Chunhui ;
Li, Shehong ;
Wang, Mingshi .
ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY, 2023, 252
[32]   Estimating human health risks associated with heavy metal exposure from bottled water using Monte Carlo simulation [J].
Mirzaei, Nezam ;
Kalteh, Safa ;
Zamani-Badi, Hakime ;
Moradpour, Heshmatallah ;
Parmoozeh, Zeinab ;
Baziar, Mansour .
HELIYON, 2023, 9 (10)
[33]   Health risk assessment of heavy metals based on source analysis and Monte Carlo in the Lijiang River Basin, China [J].
Zhang, Wanjun ;
Xin, Cunlin ;
Du, Wenyue ;
Yu, Shi .
ECOLOGICAL INDICATORS, 2025, 176
[34]   Assessment of the health risks of heavy metals in soils and vegetables from greenhouse production systems in Iran [J].
Jalali, Mohsen ;
Karimi Mojahed, Javad .
INTERNATIONAL JOURNAL OF PHYTOREMEDIATION, 2020, 22 (08) :834-848
[35]   Assessment of the sources and health risks of heavy metals in the soil-rice system based on positive matrix factorization and Monte Carlo simulation [J].
Tong, Lei ;
Yang, Aoran ;
Fan, Mingyue ;
Wang, Dan ;
Liu, Yi ;
Huang, Xiangqiang ;
Xiang, Lian ;
Fu, Rongsheng ;
Cheng, Longfeng .
FRONTIERS IN ENVIRONMENTAL SCIENCE, 2025, 13
[36]   Heavy metals pollution of soil in central plains urban agglomeration (CPUA), China: human health risk assessment based on Monte Carlo simulation [J].
Huina Zhu ;
Xiaolong Liu ;
Qun Wang ;
Baozhong Zhang ;
Chunhong Xu ;
Zhiwei Wang ;
Hanyu Chen .
Environmental Geochemistry and Health, 2023, 45 :8063-8079
[37]   Determination and Health Risk Assessment of Heavy Metals in Some Canned Food in Tehran, Iran [J].
Aslani, Ramin ;
Shavali-gilani, Parisa ;
Bakhtiyari, Alireza ;
Sadighara, Parisa ;
Yazdanfar, Najmeh ;
Yousefi, Mahmood .
BIOLOGICAL TRACE ELEMENT RESEARCH, 2025,
[38]   Heavy metals pollution of soil in central plains urban agglomeration (CPUA), China: human health risk assessment based on Monte Carlo simulation [J].
Zhu, Huina ;
Liu, Xiaolong ;
Wang, Qun ;
Zhang, Baozhong ;
Xu, Chunhong ;
Wang, Zhiwei ;
Chen, Hanyu .
ENVIRONMENTAL GEOCHEMISTRY AND HEALTH, 2023, 45 (11) :8063-8079
[39]   Cumulative health risk assessment of pesticide residues in apple products in the Northwest of Iran using Monte Carlo simulation [J].
Maleki, Neda Soheili ;
Shakerkhatibi, Mohammad ;
Dolatkhah, Mehran ;
Safari, Gholam Hossein .
FOOD ADDITIVES AND CONTAMINANTS PART A-CHEMISTRY ANALYSIS CONTROL EXPOSURE & RISK ASSESSMENT, 2023, 40 (08) :992-1010
[40]   A Monte Carlo simulation-based health risk assessment of heavy metals in soils of an oasis agricultural region in northwest China [J].
Liu, Zhan ;
Du, Qinqin ;
Guan, Qingyu ;
Luo, Haiping ;
Shan, Yuxin ;
Shao, Wenyan .
SCIENCE OF THE TOTAL ENVIRONMENT, 2023, 857