Abstract
In this paper, a total of 62,712 aquatic product samples were collected from 32 provinces of China during 2015–2017. By analyzing the spatial distributions and non-parametric tests of five heavy metals (lead (Pb), mercury (Hg), cadmium (Cd), chromium (Cr), and arsenic (As)) in four aquatic product (fish (n = 44,353), shrimp (n = 8453), crab (n = 5367), and shellfish (n = 4539)), it was found that the concentrations of the five heavy metals in the same aquatic product are significantly different in different regions. Furthermore, we calculated daily estimated intake (EDI) of each of the five heavy metals and assessed non-cancer risk and cancer risk using target hazard quotient (THQ) and target cancer risk (TR), respectively. The results showed that for mean exposure levels, the THQ values in four aquatic products were all below one, meaning that there was no non-carcinogenic risk. For high exposure levels, the hazard index (HI) value exceeded one in fish in North China, which means the potential non-carcinogenic risk should not be ignored. As for cadmium, most of the TR values in crab and shellfish exceed 1 × 10−4 in North China, East China, and South China. For chromium, except for Northeast China, the TR values in fish in other regions exceed 1 × 10−4; it indicated that the cancer risk caused by cadmium or chromium should not be ignored.
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References
Bonsignore M, Salvagio Manta D, Mirto S, Quinci EM, Ape F, Montalto V, Gristina M, Traina A, Sprovieri M (2018) Bioaccumulation of heavy metals in fish, crustaceans, molluscs and echinoderms from the Tuscany coast. Ecotoxicol Environ Saf 162:554–562. https://doi.org/10.1016/j.ecoenv.2018.07.044
Bortey-Sam N, Nakayama SM, Ikenaka Y, Akoto O, Baidoo E, Yohannes YB, Mizukawa H, Ishizuka M (2015) Human health risks from metals and metalloid via consumption of food animals near gold mines in Tarkwa, Ghana: estimation of the daily intakes and target hazard quotients (THQs). Ecotoxicol Environ Saf 111:160–167. https://doi.org/10.1016/j.ecoenv.2014.09.008
Burger J (2008) Assessment and management of risk to wildlife from cadmium. Sci Total Environ 389:37–45. https://doi.org/10.1016/j.scitotenv.2007.08.037
Deng B, Zhang J, Zhang GR, Zhou JZ (2010) Enhanced anthropogenic heavy metal dispersal from tidal disturbance in the Jiaozhou Bay, North China. Environ Monit Assess 161:349–358. https://doi.org/10.1007/s10661-009-0751-x
EFSA (European Food Safety Authority), & EFSA Panel on Contaminants in the FoodChain (CONTAM).. (2010) Scientific opinion on lead in food. EFSA Journal 8(4), 1570
Galimberti C, Corti I, Cressoni M, Moretti VM, Menotta S, Galli U, Cambiaghi D (2016) Evaluation of mercury, cadmium and lead levels in fish and fishery products imported by air in North Italy from extra-European Union Countries. Food Control 60:329–337. https://doi.org/10.1016/j.foodcont.2015.08.009
Jomova K, Jenisova Z, Feszterova M, Baros S, Liska J, Hudecova D, Rhodes CJ, Valko M (2011) Arsenic: toxicity, oxidative stress and human disease. J Appl Toxicol 31:95–107. https://doi.org/10.1002/jat.1649
Jurate V, Mika S (2006) Chemical evaluation of potable water in Eastern Qinghai Province, China: human health aspects. Environ Int 32:80–86. https://doi.org/10.1016/j.envint.2005.05.022
JECFA (Joint FAO/WHO Expert Committee on Food Additives) (2010a) Evaluation ofcertain food additives and contaminants, 72th Report of the Joint FAO/WHOExpert Committee on Food Additive. WHO Technical Report Series 959
JECFA (Joint FAO/WHO Expert Committee on Food Additives) (2010b) Evaluation ofcertain food additives and contaminants, 73th Report of the Joint FAO/WHOExpert Committee on Food Additive. WHO Technical Report Series 960
Kalantzi I, Pergantis SA, Black KD, Shimmield TM, Papageorgiou N, Tsapakis M, Karakassis I (2015) Metals in tissues of seabass and seabream reared in sites with oxic and anoxic substrata and risk assessment for consumers. Food Chem 194:659–670. https://doi.org/10.1016/j.foodchem.2015.08.072
Li XY, Liu LJ, Wang YG, Luo GP, Chen X, Yang XL, Hall M.H.P., Guo RC, Wang HJ, Cui JH, He XY (2013) Heavy metal contamination of urban soil in an old industrial city (Shenyang) in Northeast China. Geoderma 192:50–58. https://doi.org/10.1016/j.geoderma.2012.08.011
Li Z., Ma Z., Kuijp T., Yuan Z., Lei H (2014) A review of soil heavy metal pollution from mines in China: Pollution andhealth risk assessment. Sci Total Environ 468–469C:843–853. https://doi.org/10.1016/j.scitotenv.2013.08.090
Li YH, Liu H, Zhou HL, Ma WD, Han Q, Diao XP, Xue QZ (2015) Concentration distribution and potential health risk of heavy metals in Mactra veneriformis from Bohai Bay, China. Mar Pollut Bull 97:528–534. https://doi.org/10.1016/j.marpolbul.2015.05.017
Liang H et al (2018) Levels, temporal trend and health risk assessment of five heavy metals in fresh vegetables marketed in Guangdong Province of China during 2014–2017. Food Control 92:107–120. https://doi.org/10.1016/j.foodcont.2018.04.051
Liu JH, Cao L, Dou SZ (2017) Bioaccumulation of heavy metals and health risk assessment in three benthic bivalves along the coast of Laizhou Bay, China. Mar Pollut Bull 117:98–110. https://doi.org/10.1016/j.marpolbul.2017.01.062
Liu Q, Liao YB, Shou L (2018) Concentration and potential health risk of heavy metals in seafoods collected from Sanmen Bay and its adjacent areas, China. Mar Pollut Bull 131:356–364. https://doi.org/10.1016/j.marpolbul.2018.04.041
Liu H, Liu G, Yuan Z, Ge M, Wang S, Liu Y (2019a) Occurrence, potential health risk of heavy metals in aquatic organisms from Laizhou Bay, China. Mar Pollut Bull 126:349–356. https://doi.org/10.1016/j.marpolbul.2019.01.067
Liu Q, Xu X, Zeng J, Shi X, Liao Y, du P, Tang Y, Huang W, Chen Q, Shou L (2019b) Heavy metal concentrations in commercial marine organisms from Xiangshan Bay, China, and the potential health risks. Mar Pollut Bull 141:215–226. https://doi.org/10.1016/j.marpolbul.2019.02.058
NHFPC (National Health and Family Planning Commission of China) (2015) Report on Chinese Residents’ Chronic Diseases and Nutrition. People’s Medical Publishing House, Beijing
Ozden O, Ulusoy S, Erkan N (2010) Study on the behavior of the trace metal and macro minerals in Mytilus galloprovincialis as a bioindicator species: the case of Marmara Sea, Turkey. J Verbr Lebensm 5:407–412. https://doi.org/10.1007/s00003-009-0544-8
Pan LB, Ma J, Wang XL, Hou H (2016) Heavy metals in soils from a typical county in Shanxi Province, China: levels, sources and spatial distribution. Chemosphere 148:248–254. https://doi.org/10.1016/j.chemosphere.2015.12.049
Rainbow PS, Luoma SN (2011) Metal toxicity, uptake and bioaccumulation in aquatic invertebrates—modelling zinc in crustaceans. Aquat Toxicol 105:455–465. https://doi.org/10.1016/j.aquatox.2011.08.001
Saha N, Mollah MZI, Alam MF, Rahman MS (2016) Seasonal investigation of heavy metals in marine fishes captured from the Bay of Bengal and the implications for human health risk assessment. Food Control 70:110–118. https://doi.org/10.1016/j.foodcont.2016.05.040
Shen G, Heino M (2014) An overview of marine fisheries management in China. Mar Policy 44:265–272. https://doi.org/10.1016/j.marpol.2013.09.012
SOA (State Oceanic Administration) (2018) China fisheries statistical yearbook
Sun CY, Liu JS, Wang Y, Sun LQ, Yu HW (2013) Multivariate and geostatistical analyses of the spatial distribution and sources of heavy metals in agricultural soil in Dehui, Northeast China. Chemosphere 92:517–523. https://doi.org/10.1016/j.chemosphere.2013.02.063
USEPA (United States Environmental Protection Agency) (1989) Risk assessment guidance for superfund: human health evaluation manual part a. Office of Emergency and Remedial Response, Washington, DC
USEPA (United States Environmental Protection Agency) (2006) USEPA regional screening level (RSL) summary table: November 2006
USEPA (United States Environmental Protection Agency) (2010) Risk based screening table
USEPA (United States Environmental Protection Agency) (2011) USEPA regional screening level (RSL) summary table: November 2011
USEPA (United States Environmental Protection Agency) (2015) Risk based screening table
Varol M, Sünbül MR (2018) Multiple approaches to assess human health risks from carcinogenic and non-carcinogenic metals via consumption of five fish species from a large reservoir in Turkey. Sci Total Environ 633:684–694. https://doi.org/10.1016/j.scitotenv.2018.03.218
Wang SL, Xu XR, Sun YX, Liu JL, Li HB (2013) Heavy metal pollution in coastal areas of South China: a review. Mar Pollut Bull 76:7–15. https://doi.org/10.1016/j.marpolbul.2013.08.025
Wang HF, Wu QM, Hu WY, Huang B, Dong LR, Liu G (2018) Using multi-medium factors analysis to assess heavy metal health risks along the Yangtze River in Nanjing, Southeast China. Environ Pollut 243:1047–1056. https://doi.org/10.1016/j.envpol.2018.09.036
Wang XL, Zhang Y, Geng Z, Liu Y, Guo LX, Xiao GX (2019) Spatial analysis of heavy metals in meat products in China during 2015–2017. Food Control 104:174–180. https://doi.org/10.1016/j.foodcont.2019.04.033
Wei YH, Zhang JY, Zhang DW, Tu TH, Luo LG (2014) Metal concentrations in various fish organs of different fish species from Poyang Lake, China. Ecotoxicol Environ Saf 104:182–188. https://doi.org/10.1016/j.ecoenv.2014.03.001
Wei JX, Gao JQ, Cen K (2019) Levels of eight heavy metals and health risk assessment considering food consumption by China’s residents based on the 5th China total diet study. Sci Total Environ 689:1141–1148. https://doi.org/10.1016/j.scitotenv.2019.06.502
Xiao GX, Hu YL, Li N, Yang DJ (2018) Spatial autocorrelation analysis of monitoring data of heavy metals in rice in China. Food Control 89:32–37. https://doi.org/10.1016/j.foodcont.2018.01.032
Xing WQ, Zhang HY, Scheckel KG, Li LP (2016) Heavy metal and metalloid concentrations in components of 25 wheat (Triticum aestivum) varieties in the vicinity of lead smelters in Henan province, China. Environ Monit Assess 188:23. https://doi.org/10.1007/s10661-015-5023-3
Yang QQ, Li ZY, Lu XN, Duan QN, Huang L, Bi J (2018) A review of soil heavy metal pollution from industrial and agricultural regions in China: pollution and risk assessment. Sci Total Environ 642:690–700. https://doi.org/10.1016/j.scitotenv.2018.06.068
Yi YJ, Zhang SH (2012) Heavy metal (Cd, Cr, Cu, Hg, Pb, Zn) concentrations in seven fish species in relation to fish size and location along the Yangtze River. Environ Sci Pollut Res 19:3989–3996. https://doi.org/10.1007/s11356-012-0840-1
Yi YJ, Yang ZF, Zhang SH (2011) Ecological risk assessment of heavy metals in sediment and human health risk assessment of heavy metals in fishes in the middle and lower reaches of the Yangtze River basin. Environ Pollut 159:2575–2585. https://doi.org/10.1016/j.envpol.2011.06.011
Yu T, Zhang Y, Hu XN, Meng W (2012) Distribution and bioaccumulation of heavy metals in aquatic organisms of different trophic levels and potential health risk assessment from Taihu lake, China. Ecotoxicol Environ Saf 81:55–64. https://doi.org/10.1016/j.ecoenv.2012.04.014
Zhang T, Xu WX, Lin XN, Yan HL, Ma M, He ZY (2018) Assessment of heavy metals pollution of soybean grains in North Anhui of China. Sci Total Environ 646:914–922. https://doi.org/10.1016/j.scitotenv.2018.07.335
Zhong WJ, Zhang YF, Wu ZH, Yang RY, Chen XY, Yang J, Zhu LY (2018) Health risk assessment of heavy metals in freshwater fish in the central and eastern North China. Ecotoxicol Environ Saf 157:343–349. https://doi.org/10.1016/j.ecoenv.2018.03.048
Zhu H, Pan XD, Wu PG, Han JL, Chen Q (2014) Heavy metals in vegetables and the health risk to population in Zhejiang, China. Food Control 36:248–252. https://doi.org/10.1016/j.foodcont.2013.08.036
Zhuo HM, Fu SZ, Liu H, Song H, Ren LJ (2019) Soil heavy metal contamination and health risk assessment associated with development zones in Shandong, China. Environ Sci Pollut Res 26:30016–30028. https://doi.org/10.1007/s11356-019-05979-1
Acknowledgments
We thank the editor very much for illuminating several suggestions. We are also indebted to two reviewers for their valuable comments which greatly improve the credibility of the article.
Funding
This research is supported by the National Key Research and Development Program of China (2019YFC1606003, 2018YFC1603305), Action Plan Project of Beijing University of Posts and Telecommunications (No. 2019XD-A17), and Beijing Natural Science Foundation (No. 3182028).
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Wang, X., Wu, J., Yu, B. et al. Heavy metals in aquatic products and the health risk assessment to population in China. Environ Sci Pollut Res 27, 22708–22719 (2020). https://doi.org/10.1007/s11356-020-08685-5
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DOI: https://doi.org/10.1007/s11356-020-08685-5