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基于化学计量分析评估坚果中有毒元素的安全摄入量。

Assessment of the Safe Consumption of Nuts in Terms of the Content of Toxic Elements with Chemometric Analysis.

机构信息

Department of Bromatology, Faculty of Pharmacy with the Division of Laboratory Medicine, Medical University of Białystok, Mickiewicza 2D Street, 15-222 Białystok, Poland.

出版信息

Nutrients. 2021 Oct 14;13(10):3606. doi: 10.3390/nu13103606.

Abstract

Nuts are characterized by high nutritional value and are recommended as a part of a healthy diet. At the same time, toxic elements could also be found in them. In this research, we measured the content of As, Cd, Pb and Hg in a wide variety of edible nuts. To determine the As content, inductively coupled plasma mass spectrometry (ICP-MS) was applied. Cd and Pb were detected by the electrothermal atomic absorption spectrometry analytical technique (ETAAS) with Zeeman background correction, while atomic absorption spectrometry method (AAS) with the amalgamation technique in the case of Hg was used. The study material consisted of 120 samples without replications (10 for each subgroup) including the following nuts: Almonds, Brazil nuts, cashew nuts, hazelnuts, macadamia nuts, peanuts, pecan nuts, pine nuts, pistachios and walnuts. Indicators such as the target hazard quotient (THQ), cancer risk (CR) and hazard index (HI) were used to assess the health risk. The highest median As, Cd, Pb and Hg contents were observed for pistachios (192.42 µg/kg), pine nuts (238.40 µg/kg), peanuts (82.06 µg/kg) and pecans (82.06 µg/kg), respectively. The exceedance of the established limits was found in the case of Pb for nine samples: macadamia nuts (221.49 µg/kg; 2350.94 µg/kg; 2581.43 µg/kg), pine nuts (266.33 µg/kg), peanuts (1353.80 µg/kg) and pecans (2689.13 µg/kg, 2758.26 µg/kg, 2992.29 µg/kg and 3169.41 µg/kg). Extremely high (>2500 µg/kg) Pb content was found in 33% of studied pecans imported from the USA. The health risk indicators did not identify increased health risk. This research is significant considering the food safety issues and indicates the need to regularly control the content of toxic elements in food, as well as to establish the specific limits for heavy metals content in nuts. The chemometric analysis included cluster analysis and principal component analysis (PCA). Cluster analysis made it possible to distinguish four subgroups on the basis of the ability to accumulate toxic elements: pine nuts, pecans, pistachios and other analysed nuts. PCA indicated primarily factor 1, distinguishing mainly pecans, macadamia nuts and peanuts. Chemometric analysis can be a useful tool in estimating the ability of different nut species to accumulate contaminants.

摘要

坚果的营养价值很高,被推荐作为健康饮食的一部分。然而,它们也可能含有有毒元素。在这项研究中,我们测量了各种食用坚果中的砷(As)、镉(Cd)、铅(Pb)和汞(Hg)的含量。为了测定 As 的含量,我们使用了电感耦合等离子体质谱法(ICP-MS)。利用电热原子吸收光谱分析技术(ETAAS),并结合 Zeeman 背景校正法,检测 Cd 和 Pb 的含量,而对于 Hg,则使用原子吸收光谱法(AAS)结合汞齐化技术。研究材料由 120 个无重复样本(每组 10 个)组成,包括以下坚果:杏仁、巴西坚果、腰果、榛子、澳洲坚果、花生、山核桃、松子、开心果和核桃。我们使用目标危害系数(THQ)、癌症风险(CR)和危害指数(HI)等指标来评估健康风险。结果表明,在研究的坚果中,含最高含量的砷、镉、铅和汞的分别是开心果(192.42 µg/kg)、松子(238.40 µg/kg)、花生(82.06 µg/kg)和山核桃(82.06 µg/kg)。结果发现,有 9 个样本的 Pb 含量超过了既定的限量,它们分别是:澳洲坚果(221.49 µg/kg、2350.94 µg/kg、2581.43 µg/kg)、松子(266.33 µg/kg)、花生(1353.80 µg/kg)和山核桃(2689.13 µg/kg、2758.26 µg/kg、2992.29 µg/kg 和 3169.41 µg/kg)。来自美国的 33%的研究山核桃中 Pb 含量极高(>2500 µg/kg)。健康风险指标并未显示出增加的健康风险。考虑到食品安全问题,这项研究具有重要意义,表明需要定期控制食品中有毒元素的含量,并为坚果中的重金属含量制定具体限量。化学计量学分析包括聚类分析和主成分分析(PCA)。聚类分析基于积累有毒元素的能力,将坚果分为四个亚组:松子、山核桃、开心果和其他分析坚果。PCA 表明,主要因素 1 主要区分山核桃、澳洲坚果和花生。化学计量学分析可以作为一种有用的工具,用于估计不同坚果物种积累污染物的能力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7e6e/8539909/b4678b1b5849/nutrients-13-03606-g001.jpg

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