Skip to main content
Log in

Bioaccessibility and health risk assessment of trace metals in soils of greenhouse vegetable production near the industrial areas of the Yangtze River Delta, China

  • Research Article
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

As a common environmental problem in China, trace metal accumulation and contamination in soils of greenhouse vegetable production (GVP) may pose significant health risk via oral ingestion, inhalation, and dermal contact to vegetable farmers and children playing in greenhouse fields. Thus, bioaccessibility and health risk of Cr, Ni, Cu, Zn, Cd, and Pb in GVP soils collected from 13 GVP farms or bases near industrial areas of the Yangtze River Delta, China, were investigated as a case study. The results suggested that both GVP and industrial discharges contributed a lot to accumulation or contamination especially of Zn and Cd in soil, which subsequently increased their bioaccessible concentrations. In addition, soil acidification caused by GVP also increased bioaccessible Cr and Ni concentrations in soil of the Anthrosols study area. However, the health risk assessment of metals in GVP soil through inhalation and oral ingestion considering metal bioaccessibility suggested no non-carcinogenic and carcinogenic risks to both farmers and children. In contrast, there was potential carcinogenic risk within acceptable level posed by Cr in GVP soil through dermal contact to farmers and children. This indicates that both GVP and industrial activities had limited effect on health risk of trace metals in GVP soil via ingestion, inhalation, and dermal contact. However, the carcinogenic risk posed by Cr, which mainly originated from natural sources, still cannot be negligible. Overall, the results will provide valuable information for decision-makers to develop reasonable strategies and guidelines for risk management of trace metals in GVP soil.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Bai LY, Zeng XB, Su SM, Duan R, Wang YN, Gao X (2015) Heavy metal accumulation and source analysis in greenhouse soils of Wuwei District, Gansu Province, China. Environ Sci Pollut Res 22:5359–5369

    CAS  Google Scholar 

  • Cao C, Chen XP, Ma ZB, Jia HH, Wang JJ (2016) Greenhouse cultivation mitigates metal-ingestion-associated health risks from vegetables in wastewater-irrigated agroecosystems. Sci Total Environ 560-561:204–211

    CAS  Google Scholar 

  • Chen Y, Huang B, Hu WY, Weindorf DC, Liu XX, Niedermann S (2014) Assessing the risks of trace elements in environmental materials under selected greenhouse vegetable production systems of China. Sci Total Environ 470:1140–1150

    Google Scholar 

  • Denys S, Tack K, Caboche J, Delalain P (2008) Bioaccessibility, solid phase distribution, and speciation of Sb in soils and in digestive fluids. Chemosphere 74:711–716

    Google Scholar 

  • Hiller E, Mihaljevic M, Filova L, Lachka L, Jurkovic L, Kulikova T, Fajcikova K, Simurkova M, Tatarkova V (2017) Occurrence of selected trace metals and their oral bioaccessibility in urban soils of kindergartens and parks in Bratislava (Slovak Republic) as evaluated by simple in vitro digestion procedure. Ecotox Environ Safe 144:611–621

    CAS  Google Scholar 

  • Hu X, Zhang Y, Ding ZH, Wang TJ, Lian HZ, Sun YY, Wu JC (2012) Bioaccessibility and health risk of arsenic and heavy metals (Cd, Co, Cr, Cu, Ni, Pb, Zn and Mn) in TSP and PM2. 5 in Nanjing, China. Atmos Environ 57:146–152

    CAS  Google Scholar 

  • Hu X, Zhang Y, Luo J, Wang TJ, Lian HZ, Ding ZH (2011) Bioaccessibility and health risk of arsenic, mercury and other metals in urban street dusts from a mega-city, Nanjing, China. Environ Pollut 159:1215–1221

    CAS  Google Scholar 

  • Huang H, Jiang Y, Xu XY, Cao XD (2018) In vitro bioaccessibility and health risk assessment of heavy metals in atmospheric particulate matters from three different functional areas of Shanghai, China. Sci Total Environ 610-611:546–554

    CAS  Google Scholar 

  • Huang SS, Liao QL, Wu XM, Zhu BW, Yan CY, Zhang XY, Chen B (2006) Survey and assessment of heavy metal pollution of cropland soil in Yangzhong Area Jiangsu Province. Soils 38:483–488 (in Chinese)

    CAS  Google Scholar 

  • Izquierdo M, De Miguel E, Ortega MF, Mingot J (2015) Bioaccessibility of metals and human health risk assessment in community urban gardens. Chemosphere 135:312–318

    CAS  Google Scholar 

  • Kelley NE, Brauning SE, Schoof RA, Ruby MV (2002) Assessing oral bioavailability of metals in soil. Battelle Press, United States

    Google Scholar 

  • Laidlaw MAS, Filippelli GM (2008) Resuspension of urban soils as a persistent source of lead poisoning in children: a review and new directions. Appl Geochem 23:2021–2039

    CAS  Google Scholar 

  • Li JN, Wei Y, Zhao L, Zhang J, Shangguan YX, Li FS, Hou H (2014) Bioaccessibility of antimony and arsenic in highly polluted soils of the mine area and health risk assessment associated with oral ingestion exposure. Ecotox Environ Safe 110:308–315

    CAS  Google Scholar 

  • Liao QL, Liu C, Xu Y, Jin Y, Wu YZ, Hua M, Zhu BW, Weng ZH (2011) Geochemical baseline values of elements in soil of Jiangsu Province. Geol China 38:1363–1378 (in Chinese)

    CAS  Google Scholar 

  • Liao ZB, Chen YL, Ma J, Islam MS, Weng LP, Li YT (2019) Cd, Cu, and Zn accumulations caused by long-term fertilization in greenhouse soils and their potential risk assessment. Int J Environ Res Public Health 16:2805

    CAS  Google Scholar 

  • Liu YZ, Ma JW, Yan HX, Ren YQ, Wang BB, Lin CY, Liu XT (2016) Bioaccessibility and health risk assessment of arsenic in soil and indoor dust in rural and urban areas of Hubei province, China. Ecotox Environ Safe 126:14–22

    CAS  Google Scholar 

  • Luo XS, Ding J, Xu B, Wang YJ, Li HB, Yu S (2012a) Incorporating bioaccessibility into human health risk assessments of heavy metals in urban park soils. Sci Total Environ 424:88–96

    CAS  Google Scholar 

  • Luo XS, Yu S, Li XD (2012b) The mobility, bioavailability, and human bioaccessibility of trace metals in urban soils of Hong Kong. Appl Geochem 27:995–1004

    CAS  Google Scholar 

  • Madrid F, Biasioli M, Ajmone-Marsan F (2008a) Availability and bioaccessibility of metals in fine particles of some urban soils. Arch Environ Contam Toxicol 55:21–32

    CAS  Google Scholar 

  • Madrid F, Diaz-Barrientos E, Madrid L (2008b) Availability and bio-accessibility of metals in the clay fraction of urban soils of Sevilla. Environ Pollut 156:605–610

    CAS  Google Scholar 

  • Mendoza CJ, Garrido RT, Quilodran RC, Segovia CM, Parada AJ (2017) Evaluation of the bioaccessible gastric and intestinal fractions of heavy metals in contaminated soils by means of a simple bioaccessibility extraction test. Chemosphere 176:81–88

    Google Scholar 

  • Ministry of Health of the People’s Republic of China (MHC) (2008) Health statistical yearbook of China 2008. Peking Union Medical College Press, Beijing (in Chinese)

  • Okorie A, Entwistle J, Dean JR (2011) The application of in vitro gastrointestinal extraction to assess oral bioaccessibility of potentially toxic elements from an urban recreational site. Appl Geochem 26:789–796

    CAS  Google Scholar 

  • Oomen AG, Hack A, Minekus M, Zeijdner E, Cornelis C, Schoeters G, Verstraete W, VandeWiele T, Wragg J, Rompelberg CJM, Sips AJAM, Van Wijnen JH (2002) Comparison of five in vitro digestion models to study the bioaccessibility of soil contaminants. Environ Sci Technol 36:3326–3334

    CAS  Google Scholar 

  • Pelfrene A, Waterlot C, Mazzuca M, Nisse C, Cuny D, Richard A, Denys S, Heyman C, Roussel H, Bidar G, Douay F (2012) Bioaccessibility of trace elements as affected by soil parameters in smelter-contaminated agricultural soils: a statistical modeling approach. Environ Pollut 160:130–138

    CAS  Google Scholar 

  • Poggio L, Vrscaj B, Schulin R, Hepperle E, Marsan FA (2009) Metals pollution and human bioaccessibility of topsoils in Grugliasco (Italy). Environ Pollut 157:680–689

    CAS  Google Scholar 

  • Popescu I, Biasioli M, Ajmone-Marsan F, Stanescu R (2013) Lability of potentially toxic elements in soils affected by smelting activities. Chemosphere 90:820–826

    CAS  Google Scholar 

  • Ruby MV, Davis A, Schoof R, Eberle S, Sellstone CM (1996) Estimation of lead and arsenic bioavailability using a physiologically based extraction test. Environ Sci Technol 30:422–430

    CAS  Google Scholar 

  • Ruby MV, Schoof R, Brattin W, Goldade M, Post G, Harnois M, Mosby DE, Casteel SW, Berti W, Carpenter M, Edwards D, Cragin D, Chappell W (1999) Advances in evaluating the oral bioavailability of inorganics in soil for use in human health risk assessment. Environ Sci Technol 33:3697–3705

    CAS  Google Scholar 

  • Schmidt CW (2010) Lead in air: adjusting to a new standard. Environ Health Perspect 118:A76–A79

    Google Scholar 

  • State Environmental Protection Administration of China (SEPAC) (2006) Environmental quality evaluation standard for farmland of greenhouse vegetable production (HJ/T 333-2006). China Environmental Science Press, Beijing (in Chinese)

  • Siciliano SD, James K, Zhang GY, Schafer AN, Peak JD (2009) Adhesion and enrichment of metals on human hands from contaminated soil at an Arctic urban brownfield. Environ Sci Technol 43:6385–6390

    CAS  Google Scholar 

  • Tao XQ, Shen DS, Shentu JL, Long YY, Feng YJ, Shen CC (2015) Bioaccessibility and health risk of heavy metals in ash from the incineration of different e-waste residues. Environ Sci Pollut Res 22:3558–3569

    CAS  Google Scholar 

  • Tian K, Hu WY, Xing Z, Huang B, Jia MM, Wan MX (2016) Determination and evaluation of heavy metals in soils under two different greenhouse vegetable production systems in eastern China. Chemosphere 165:555–563

    CAS  Google Scholar 

  • United States Department of Energy (USDOE) (2011) The risk assessment information system (RAIS). U.S. Department of Energy’s Oak Ridge Operations Office (ORO), Washington, DC

  • United States Environmental Protection Agency (USEPA) (2007) Estimation of relative bioavailability of lead in soil and soil-like materials using in vivo and in vitro Methods. OSWER 9285.7–77 Available on-line at. http://www.epa.gov/superfund/health/contaminants/bioavailability/guidance.htm

  • United States Environmental Protection Agency (USEPA) (2008) Standard operating procedure for an in vitro bioaccessibility assay for lead in soil. EPA 9200. U.S. Environmental Protection Agency, Washington, DC, pp 1–86

  • United States Environmental Protection Agency (USEPA) (2011a) Exposure factors handbook: 2011 Edition. EPA/600/R-09/052F. Office of Solid Waste and Emergency Response. U.S. Environmental Protection Agency, Washington, DC

    Google Scholar 

  • United States Environmental Protection Agency (USEPA) (2011b) Screening levels (RSL) for chemical contaminants at superfund sites. U.S. Environmental Protection Agency, Washington, DC

  • Wang JH, Li SW, Cui XY, Li HM, Qian X, Wang C, Sun YX (2016) Bioaccessibility, sources and health risk assessment of trace metals in urban park dust in Nanjing, Southeast China. Ecotox Environ Safe 128:161–170

    CAS  Google Scholar 

  • World Health Organization (WHO) (2006) World Health Report 2006. World Health Organization, Geneva

  • Wragg J, Cave ML (2003) In-vitro methods for the measurement or the oral bioaccessibility of selected metals and metalloids: a critical review. Technical report P5e062/TR/01. British Geological Survey

  • Xia LR, Li Y, Meng LL (2017) Analysis of main risk factors and countermeasures for the development of greenhouse vegetable production in Jiangsu Province. Jiangsu Agric Sci 45:332–333 (In Chinese)

    Google Scholar 

  • Yang LQ, Huang B, Hu WY, Chen Y, Mao MC (2013) Assessment and source identification of trace metals in the soils of greenhouse vegetable production in eastern China. Ecotox Environ Safe 97:204–209

    CAS  Google Scholar 

  • Yang LQ, Huang B, Hu WY, Chen Y, Mao MC, Yao LP (2014) The impact of greenhouse vegetable farming duration and soil types on phytoavailability of heavy metals and their health risk in eastern China. Chemosphere 103:121–130

    CAS  Google Scholar 

  • Yang LQ, Huang B, Mao MC, Yao LP, Hickethier M, Hu WY (2015) Trace metal accumulation in soil and their phytoavailability as affected by greenhouse types in North China. Environ Sci Pollut Res 22:6679–6686

    CAS  Google Scholar 

  • Yang LQ, Liu GM, Di L, Wu XY, You WH, Huang B (2019) Occurrence, speciation, and risks of trace metals in soils of greenhouse vegetable production from the vicinity of industrial areas in the Yangtze River Delta, China. Environ Sci Pollut Res 26:8696–8708

    CAS  Google Scholar 

  • Zhang HD, Huang B, Dong LL, Hu WY, Akhtar MS, Qu MK (2017) Accumulation, sources and health risks of trace metals in elevated geochemical background soils used for greenhouse vegetable production in southwestern China. Ecotox Environ Safe 137:233–239

    CAS  Google Scholar 

  • Zhu XD, Yang F, Wei CY (2015) Factors influencing the heavy metal bioaccessibility in soils were site dependent from different geographical locations. Environ Sci Pollut Res 22:13939–13949

    CAS  Google Scholar 

Download references

Funding

This work was supported by the Zhenjiang Science & Technology Program (No. SH2017045), the Natural Science Foundation of the Jiangsu Higher Education Institutions of China (No. 17KJB210003), the start-up grant from the Jiangsu University (No. 15JDG029), the National Key Research and Development Program of China (2018YFC1802601), the Priority Academic Program Development of Jiangsu Higher Education Institutions (PAPD), and the Collaborative Innovation Center of Water Treatment Technology and Material.

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Lanqin Yang or Gang Fan.

Additional information

Responsible editor: Zhihong Xu

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yang, L., Di, L., Sun, F. et al. Bioaccessibility and health risk assessment of trace metals in soils of greenhouse vegetable production near the industrial areas of the Yangtze River Delta, China. Environ Sci Pollut Res 27, 30729–30740 (2020). https://doi.org/10.1007/s11356-020-09345-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-020-09345-4

Keywords

Navigation