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基于人工神经网络的综合风险排名方法:以欧洲鱼类和海鲜中新兴关注污染物为例。

ANN-Based Integrated Risk Ranking Approach: A Case Study of Contaminants of Emerging Concern of Fish and Seafood in Europe.

机构信息

Environmental Engineering Laboratory, Departament d'Enginyeria Química, Universitat Rovira i Virgili, 43007 Tarragona, Spain.

IISPV, Hospital Universitari Sant Joan de Reus, Universitat Rovira i Virgili, 43201 Reus, Spain.

出版信息

Int J Environ Res Public Health. 2021 Feb 8;18(4):1598. doi: 10.3390/ijerph18041598.

DOI:10.3390/ijerph18041598
PMID:33567765
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7915293/
Abstract

Seafood, one of the most important food commodities consumed worldwide, is considered a high-quality, healthy, and safe food option. However, marine ecosystems are the ultimate destination for a large group of chemicals, including contaminants of emerging concern, and seafood consumption is a major pathway of human exposure. With growing awareness of food safety and food quality, and increased demand for information on the risk of contaminants of emerging concern, there is a need to assess food safety issues related to harmful contaminants in seafood and ensure the safety of marine food resources. In this study, the risks of emerging compounds (endocrine disruptors, brominated flame retardants, pharmaceuticals and personal care products, and toxic elements) in fish and seafood were analyzed according to their PBT (persistence, bioaccumulation, toxicity) properties as well as in terms of their concentration levels in seafood. A hazard index (HI) was estimated for each compound by applying an artificial neural network (ANN) approach known as Self-Organizing-Maps. Subsequently, an integrated risk rank (IRI) was developed considering the values of HI and the concentrations of emerging compounds in seafood species gathered from the scientific literature. Current results identified HHCB, MeHg, NP, AHTN and PBDE209 as the top five highest ranked compounds present in seafood, according to the 50th percentile (mean) of the IRI. However, this ranking slightly changed when taking into account the 99th percentile of the IRI, showing toxic elements, methylmercury and inorganic arsenic, as having the highest risk. The outcome of this study identified the priority contaminants and should help in regulatory decision-making and scientific panels to design screening programs as well as to take the appropriate safety measures.

摘要

海鲜是全球消费的最重要的食品之一,被认为是高质量、健康和安全的食品选择。然而,海洋生态系统是包括新兴关注污染物在内的大量化学物质的最终归宿,而海鲜消费是人类暴露的主要途径。随着人们对食品安全和食品质量的认识不断提高,以及对新兴关注污染物风险信息的需求不断增加,有必要评估与海鲜中有害污染物相关的食品安全问题,并确保海洋食品资源的安全。在这项研究中,根据持久性、生物累积性、毒性 (PBT) 特性以及海鲜中新兴化合物(内分泌干扰物、溴化阻燃剂、药品和个人护理产品以及有毒元素)的浓度水平,分析了鱼类和海鲜中新兴化合物的风险。应用自组织映射 (Self-Organizing-Maps) 等人工神经网络 (ANN) 方法估算了每个化合物的危害指数 (HI)。然后,考虑从科学文献中收集到的海鲜物种中新兴化合物的 HI 值和浓度,开发了综合风险等级 (IRI)。根据 IRI 的第 50 个百分位数(平均值),当前结果确定 HHCB、MeHg、NP、AHTN 和 PBDE209 为海鲜中排名前五的最高化合物。然而,当考虑 IRI 的第 99 个百分位数时,这种排名略有变化,显示有毒元素、甲基汞和无机砷的风险最高。这项研究的结果确定了优先污染物,这应该有助于监管决策和科学小组设计筛选计划,并采取适当的安全措施。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7c16/7915293/aa2ddf8be11d/ijerph-18-01598-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7c16/7915293/eb9a420d3624/ijerph-18-01598-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7c16/7915293/73bc7ea274ad/ijerph-18-01598-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7c16/7915293/aa2ddf8be11d/ijerph-18-01598-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7c16/7915293/eb9a420d3624/ijerph-18-01598-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7c16/7915293/73bc7ea274ad/ijerph-18-01598-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7c16/7915293/aa2ddf8be11d/ijerph-18-01598-g003.jpg

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2
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Regul Toxicol Pharmacol. 2020 Mar;111:104583. doi: 10.1016/j.yrtph.2020.104583. Epub 2020 Jan 11.
3
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Environ Res. 2015 Nov;143(Pt B):29-45. doi: 10.1016/j.envres.2015.06.011. Epub 2015 Jun 27.
4
Brominated flame retardants and seafood safety: a review.溴系阻燃剂与海鲜安全:综述
Environ Int. 2015 Apr;77:116-31. doi: 10.1016/j.envint.2015.01.001. Epub 2015 Feb 18.
5
Pharmaceuticals occurrence in a WWTP with significant industrial contribution and its input into the river system.具有显著工业贡献的污水处理厂中的药品出现及其对河流系统的输入。
Environ Pollut. 2014 Feb;185:202-12. doi: 10.1016/j.envpol.2013.10.040. Epub 2013 Nov 25.
6
Integrated modelling for Sustainability Appraisal of urban river corridors: going beyond compartmentalised thinking.城市河流廊道可持续性评估的综合建模:超越分割思维。
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7
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Aquat Toxicol. 2013 Oct 15;142-143:45-52. doi: 10.1016/j.aquatox.2013.07.013. Epub 2013 Jul 29.
8
Comparative antioxidant status in freshwater fish Carassius auratus exposed to six current-use brominated flame retardants: a combined experimental and theoretical study.六种当前使用的溴系阻燃剂对淡水鱼鲫鱼的抗氧化状态的比较:一项实验与理论相结合的研究。
Aquat Toxicol. 2013 Sep 15;140-141:314-23. doi: 10.1016/j.aquatox.2013.07.001. Epub 2013 Jul 10.
9
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J Hazard Mater. 2013 Dec 15;263 Pt 1:187-96. doi: 10.1016/j.jhazmat.2013.06.006. Epub 2013 Jun 10.
10
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