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Health risk assessment of potentially harmful elements and dietary minerals from vegetables irrigated with untreated wastewater, Pakistan

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Abstract

In the developing world, vegetables are commonly grown in suburban areas irrigated with untreated wastewater containing potentially harmful elements (PHEs). In Pakistan, there is no published work on the bioaccessibility aspect of PHEs and dietary minerals (DMs) in sewage-irrigated soil or the vegetables grown on such soils in Pakistan. Several industrial districts of Pakistan were selected for assessment of the risk associated with the ingestion of vegetables grown over sewage-irrigated soils. Both the total and bioaccessible fraction of PHEs (Cd, Co, Cr, Ni, and Pb) and DMs (Fe, Cu, Mn, Zn, Ca, Mg, and I) in soils and vegetable samples were measured. The concentrations of these PHEs and DMs in sewage-irrigated and control soils were below published upper threshold limits. However, compared to control soils, sewage irrigation over the years decreased soil pH (7.7 vs 8.1) and enhanced dissolved organic carbon (1.8 vs 0.8 %), which could enhance the phyto-availability of PHEs and DMs to crops. Of the PHEs and DMs, the highest transfer factor (soil to plant) was noted for Cd and Ca, respectively. Concentrations of PHEs in most of the sewage-irrigated vegetables were below the published upper threshold limits, except for Cd in the fruiting portion of eggplant and bell pepper (0.06–0.08 mg/kg Cd, dry weight) at three locations in Gujarat and Kasur districts. The bioaccessible fraction of PHEs can reduce the context of dietary intake measurements compared to total concentrations, but differences between both measurements were not significant for Cd. Since the soils of the sampled districts are not overly contaminated compared to control sites, vegetables grown over sewage-irrigated soils would provide an opportunity to harvest mineral-rich vegetables potentially providing consumers 62, 60, 12, 104, and 63 % higher dietary intake of Cu, Mn, Zn, Ca, and Mg, respectively. Based on Fe and vanadium correlations in vegetables, it is inferred that a significant proportion of total dietary Fe intake could be contributed by soil particles adhered to the consumable portion of vegetables. Faecal sterol ratios were used to identify and distinguish the source of faecal contamination in soils from Gujranwala, Gujarat, and Lahore districts, confirming the presence of human-derived sewage biomarkers at different stages of environmental alteration. A strong correlation of some metals with soil organic matter concentration was observed, but none with sewage biomarkers.

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References

  • Ahmad, W., Watts, M. J., Imtiaz, M., Ahmed, I., & Zia, M. H. (2012). Zinc deficiency in soils, crops and humans. Agrochimica, 2, 65–97.

    Google Scholar 

  • Akhtar, N., Javied, S., & Tufail, M. (2012). Enhancement of natural radioactivity in fertilized soil of Faisalabad, Pakistan. Environmental Science and Pollution Research, 19, 3327–3338.

    Article  Google Scholar 

  • Alloway, B. J., & Ayres, C. D. (1997). Chemical principles of environmental pollution (2nd ed.). London: Blackie Academic and Professional.

    Google Scholar 

  • Amin, N. U., Hussain, A., Alamzeb, S., & Begum, S. (2013). Accumulation of heavy metals in edible parts of vegetables irrigated with waste water and their daily intake to adults and children, District Mardan, Pakistan. Food Chemistry, 136(3–4), 1515–1523.

    Article  Google Scholar 

  • Arora, M., Kiran, B., Rani, A., Rani, S., Kaur, B., & Mittal, M. (2008). Heavy metal accumulation in vegetables irrigated with water from different sources. Food Chemistry, 111, 811–815.

    Article  CAS  Google Scholar 

  • Avci, H., & Deveci, T. (2013). Assessment of trace element concentrations in soil and plants from cropland irrigated with wastewater. Ecotoxicology and Environmental Safety, 98, 283–291.

    Article  CAS  Google Scholar 

  • Awashthi, S. K. (2000). Prevention of Food Adultration Act no. 37 of 1954. Central and State Rules as amended for 1999 (3rd ed.). New Delhi: Ashoka Law House.

    Google Scholar 

  • Barsby, A., McKinley, J. M., Ofterdinger, U., Young, M., Cave, M., & Wragg, J. (2012). Bioaccessibility of trace elements in soils in Northern Ireland. Science of the Total Environment, 433, 398–417.

    Article  CAS  Google Scholar 

  • Broadley, M. R., Chilimba, A. D. C., Joy, E., Young, S. D., Black, C. R., Ander, E. L., et al. (2012). Dietary requirements for magnesium, but not calcium, are likely to be met in Malawi based on national food supply data. International Journal of Vitamin and Nutrition Research, 82, 192–199.

    Article  CAS  Google Scholar 

  • Broadway, A., Cave, M., Wragg, J., Fordyce, F. M., Bewley, R. J. F., Graham, M. C., et al. (2010). Determination of the bioaccessibility of chromium in Glasgow soil and the implications for human health risk assessment. Science of the Total Environment, 409, 267–277.

    Article  CAS  Google Scholar 

  • Bull, I. D., Lockheart, M. J., Elhmmali, M. M., Roberts, D. J., & Evershed, R. P. (2002). The origin of faeces by means of biomarker detection. Environment International, 27, 647–654.

    Article  CAS  Google Scholar 

  • Cakmak, I., Kalayci, M., Ekiz, H., Braun, H. J., Kilinç, Y., & Yilmaz, A. (1999). Zinc deficiency as a practical problem in plant and human nutrition in Turkey: A NATO-science for stability project. Field Crops Research, 60, 175–188.

    Article  Google Scholar 

  • Canadian Council of Ministers of the Environment (CCME). (2015). Soil quality guidelines for the protection of environmental and human health. http://st-ts.ccme.ca/en/index.html. Accessed 08 August 2015.

  • Carrington, C. D., & Bolger, P. M. (1992). An assessment of the hazards of lead in food. Regulatory Toxicology and Pharmacology, 16, 265–272.

    Article  CAS  Google Scholar 

  • Chilimba, A. D. C., Young, S. D., Black, C. R., Rogerson, K. B., Ander, E. L., Watts, M. J., et al. (2011). Maize grain and soil surveys reveal suboptimal dietary selenium intake is widespread in Malawi. Scientific Reports, 1, 72. doi:10.1038/srep00072.

    Article  Google Scholar 

  • De Temmerman, L., Ruttens, A., & Waegeneers, N. (2012). Impact of atmospheric deposition of As, Cd and Pb on their concentration in carrot and celeriac. Environmental Pollution, 166, 187–195.

    Article  Google Scholar 

  • Del Castilho, P., Chardon, W., & Salomons, W. (1993). Influence of cattle-manure slurry application on the solubility of cadmium, copper, and zinc in a manured acidic, loamy sand soil. Journal of Environment Quality, 22, 689–697.

    Article  Google Scholar 

  • Denys, S., Caboche, J., Tack, K., Rychen, G., Wragg, J., Cave, M., et al. (2012). In vivo validation of the unified BARGE method to assess the bioaccessibility of arsenic, antimony, cadmium, and lead in soils. Environmental Science and Technology, 46, 6252–6260.

    Article  CAS  Google Scholar 

  • Ehsan, I. U., Perveen, S., Shah, Z., Nazif, W., Shah, S. S., & Shah, H. U. (2011). Study on accumulation of heavy metals in vegetables receiving sewage water. Journal of the Chemical Society of Pakistan, 33(2), 220–226.

    Google Scholar 

  • Ensink, J. H. J., Simmons, R. W., & van der Hoek, W. (2004). Wastewater use in Pakistan: The cases of Haroonabad and Faisalabad. In C. A. Scott, N. I. Faruqui, & L. Raschid (Eds.), Wastewater use in irrigated agriculture: Confronting the livelihood and environmental realities (pp. 91–99). Wallingford: CABI Publishing.

    Chapter  Google Scholar 

  • European Commission (EC). (2006). Commission regulation (EC) No. 1881/2006 of 20 December 2006. Setting maximum levels for certain contaminants in foodstuffs. Official Journal of European Union L, 364(5), 1–20.

    Google Scholar 

  • European Commission (EC-DG). (2009). Environmental, economic and social impacts of the use of sewage sludge on land, consultation report on options and impacts, report by RPA. Milieu Ltd and WRc for the European Commission, DG Environment under Study Contract DG ENV.G.4/ETU/2008/0076r. http://ec.europa.eu/environment/archives/waste/sludge/pdf/part_i_report.pdf. Accessed 24 January 2016.

  • FAO/WHO. (2011). Joint FAO/WHO Food Standards Programme Codex Committee on contaminants in foods fifth session, The Hague, The Netherlands, 21–25 March 2011. http://www.bing.com/search?q=FAO%2FWHO.+(2011).+Joint+FAO%2FWHO+Food+Standards+Programme+Codex+Committee+on+contaminants+in+foods+fifth+session,+The+Hague,+The+Netherlands,+21%E2%80%9325&src=IESearchBox&FORM=IENTTR&conversationid. Accessed 16 June 2016.

  • Fattore, E., Benfenati, E., Marelli, R., Cools, E., & Fanelli, R. (1996). Sterols in sediment samples from Venice Lagoon, Italy. Chemosphere, 33, 2383–2393.

    Article  CAS  Google Scholar 

  • Food and Nutrition Board. (2004). Dietary reference intakes (DRIs): Recommended intakes for individuals (PDF). Food and Nutrition Board, Institute of Medicine, National Academies. https://fnic.nal.usda.gov/sites/fnic.nal.usda.gov/files/uploads/estimated_average_requirements.pdf. Accessed 24 January 2016.

  • Fu, J., & Cui, Y. (2013). In vitro digestion/Caco-2 cell model to estimate cadmium and lead bioaccessibility/bioavailability in two vegetables: The influence of cooking and additives. Food and Chemical Toxicology, 59, 215–221.

    Article  CAS  Google Scholar 

  • Gibson, R. S., Wawer, A. A., Fairweather-Tait, S. J., Hurst, R., Young, S. D., Broadley, M. R., et al. (2015). Dietary iron intakes based on food composition data may underestimate the contribution of potentially exchangeable contaminant iron from soil. Journal of Analytical Food Research, 40, 19–23.

    Article  CAS  Google Scholar 

  • Grimalt, J. O., Fernandez, P., Bayona, J. M., & Albalges, J. (1990). Assessment of fecal sterols and ketones as indicators of urban sewage inputs to coastal waters. Environmental Science and Technology, 24, 357–363.

    Article  CAS  Google Scholar 

  • Hamilton, E. M., Barlow, T. S., Gowing, C. J. B., & Watts, M. J. (2015). Bioaccessibility performance data for fifty-seven elements in guidance material BGS 102. Microchemical Journal, 123, 131–138.

    Article  CAS  Google Scholar 

  • He, Z. L., Yanga, X. E., & Stoffella, P. J. (2005). Trace elements in agro ecosystems and impacts on the environment. Journal of Trace Elements in Medicine and Biology, 19, 125–140.

    Article  CAS  Google Scholar 

  • Hu, J., Wu, F., Wu, S., Cao, Z., Lin, X., & Wong, M. H. (2013). Bioaccessibility, dietary exposure and human risk assessment of heavy metals from market vegetables in Hong Kong revealed with an in vitro gastrointestinal model. Chemosphere, 91, 455–461.

    Article  CAS  Google Scholar 

  • Hur, S. J., Lim, B. O., Decker, E. A., & McClements, D. J. (2011). In vitro human digestion models for food applications. Food Chemistry, 125, 1–12.

    Article  CAS  Google Scholar 

  • Hurrell, R. F. (2003). Influence of vegetable protein sources on trace element and mineral bioavailability. Journal of Nutrition, 133, 2973S–2977S.

    Google Scholar 

  • Intawongse, M., & Dean, J. R. (2006). In-vitro testing for assessing oral bioaccessibility of trace metals in soil and food samples. Trends in Analytical Chemistry, 25, 876–886.

    Article  CAS  Google Scholar 

  • Intawongse, M., & Dean, J. R. (2008). Use of the physiologically-based extraction test to assess the oral bioaccessibility of metals in vegetable plants grown in contaminated soil. Environmental Pollution, 152, 60–72.

    Article  CAS  Google Scholar 

  • Ismail, A., Riaz, M., Akhtar, S., Ismail, T., Amir, M., & Zafar-ul-Hye, M. (2014). Heavy metals in vegetables and respective soils irrigated by canal, municipal waste and tube well water. Food Additives and Contaminants: Part B Surveillance, 7(3), 213–219.

    Article  CAS  Google Scholar 

  • Jan, F. A., Ishaq, M., Khan, S., Ihsanullah, I., Ahmad, I., & Shakirullah, M. (2010). A comparative study of human health risks via consumption of food crops grown on wastewater irrigated soil (Peshawar) and relatively clean water irrigated soil (lower Dir). Journal of Hazardous Materials, 179, 612–621.

    Article  CAS  Google Scholar 

  • Javied, S., Mehmood, T., Chaudhry, M. M., Tufail, M., & Irfan, N. (2009). Heavy metal pollution from phosphate rock used for the production of fertilizer in Pakistan. Microchemical Journal, 91, 94–99.

    Article  Google Scholar 

  • Joy, E. J. M., Ander, E. L., Young, S. D., Black, C. R., Watts, M. J., Chilimba, A. D. C., et al. (2014). Dietary mineral supplies in Africa. Physiologia Plantarum, 151, 208–229.

    Article  CAS  Google Scholar 

  • Joy, E. J. M., Black, C. R., Young, S. D., Broadley, M. R., Ander, E. L., Watts, M. J., & Chilimba, A. D. C. (2015a). Zinc enriched fertilisers as a potential public health intervention in Africa. Plant and Soil, 389, 1–24.

    Article  CAS  Google Scholar 

  • Joy, E. J. M., Broadley, M. R., Young, S. D., Black, C. R., Chilimba, A. D. C., Ander, E. L., et al. (2015b). Soil type influences crop mineral composition in Malawi. Science of the Total Environment, 505, 587–595.

    Article  CAS  Google Scholar 

  • Joy, E. J. M., Young, S. D., Black, C. R., Ander, E. L., Watts, M. J., & Broadley, M. R. (2013). Risk of dietary magnesium deficiency is low in most African countries based on food supply data. Plant and Soil, 368, 129–137.

    Article  CAS  Google Scholar 

  • Kabata-Pendias, A., & Mukherjee, A. B. (2007). Trace elements from soil to human. Berlin: Springer.

    Book  Google Scholar 

  • Kapustka, L. A., Eskew, D., & Yocum, J. M. (2006). Plant toxicity testing to derive ecological soil screening levels for cobalt and nickel. Environmental Toxicology and Chemistry, 25(3), 865–874.

    Article  CAS  Google Scholar 

  • Khan, Z. I., Ahmad, K., Ashraf, M., Parveen, R., Mustafa, I., Khan, A., et al. (2015). Bioaccumulation of heavy metals and metalloids in luffa (Luffa cylinderica L.) irrigated with domestic wastewater in Jhang, Pakistan: A prospect for human nutrition. Pakistan Journal of Botany, 47(1), 217–224.

    CAS  Google Scholar 

  • Khan, M. U., Malik, R. N., & Muhammad, U. (2013). Human health risk from Heavy metal via food crops consumption with wastewater irrigation practices in Pakistan. Chemosphere, 93(10), 2230–2238.

    Article  CAS  Google Scholar 

  • Khiari, F. Z., Aksoy, A., & Sahin, A. (2004). Analysis of phosphate rock samples for vanadium using accelerator-based thermal neutrons. Journal of Radioanalytical and Nuclear Chemistry, 261(3), 507–511.

    Article  CAS  Google Scholar 

  • Khouzam, R. B., Pohl, P., & Lobinski, R. (2011). Bioaccessibility of essential elements from white cheese, bread, fruit and vegetables. Talanta, 86, 425–428.

    Article  CAS  Google Scholar 

  • Kumssa, D. B., Joy, E. J. M., Ander, E. L., Watts, M. J., Young, S. D., Rosanoff, A., et al. (2015a). Global magnesium supply in the food chain. Crop and Pasture Science, 66(12), 1278–1289.

    Article  CAS  Google Scholar 

  • Kumssa, D. B., Joy, E. J. M., Ander, E. L., Watts, M. J., Young, S. D., Walker, S., et al. (2015b). Dietary calcium and zinc deficiency risks are decreasing but remain prevalent. Scientific Reports, 5, 10974. doi:10.1038/srep10974201.

    Article  Google Scholar 

  • Kunhikrishnan, A., Bolan, N. S., Muller, K., Laurenson, S., Naidu, R., & Kim, W. (2012). The influence of wastewater irrigation on the transformation and bioavailability of heavy metal (loid)s in soil. Advances in Agronomy, 115, 215–297.

    Article  CAS  Google Scholar 

  • Leeming, R., Ball, A., Ashbolt, N., & Nichols, P. (1996). Using faecal sterols from humans and animals to distinguish faecal pollution in receiving waters. Water Research, 30(12), 2893–2900.

    Article  CAS  Google Scholar 

  • Mahmood, A., & Malik, R. N. (2014). Human health risk assessment of heavy metals via consumption of contaminated vegetables collected from different irrigation sources in Lahore, Pakistan. Arabian Journal of Chemistry, 7(1), 91–99.

    Article  CAS  Google Scholar 

  • Moreda-Piñeiro, J., Moreda-Piñeiro, A., Romarıs-Hortas, V., Moscoso-Pérez, C., López-Mahía, P., Muniategui-Lorenzo, S., et al. (2011). In-vivo and in vitro testing to assess the bioaccessibility and the bioavailability of arsenic, selenium and mercury species in food samples. Trends in Analytical Chemistry, 30(2), 324–345.

    Article  Google Scholar 

  • Murtaza, G., Ghafoor, A., & Qadir, M. (2008). Accumulation and implications of cadmium, cobalt and manganese in soils and vegetables irrigated with city effluent. Journal of the Science of Food and Agriculture, 88, 100–107.

    Article  CAS  Google Scholar 

  • Murtaza, G., Ghafoor, A., Qadir, M., Owens, G., Aziz, M. A., Zia, M. H., & Saifullah, (2010). Disposal and use of sewage on agricultural lands in Pakistan: A review. Pedosphere, 20(1), 23–34.

    Article  CAS  Google Scholar 

  • Mushtaq, N., & Khan, K. S. (2010). Heavy metals contamination of soils in response to wastewater irrigation in Rawalpindi region. Pakistan Journal of Agricultural Sciences, 47, 215–224.

    Google Scholar 

  • Najam, S., Nawaz, R., Ahmad, S., Ehsan, S., Khan, M. M., & Nawaz, M. H. (2015). Heavy metals contamination of soils and vegetables irrigated with municipal wastewater: A case study of Faisalabad, Pakistan. Journal of Environmental and Agricultural Sciences, 4, 6–10.

    Google Scholar 

  • Okorie, A., Entwistle, J., & Dean, J. R. (2011). The application of in vitro gastrointestinal extraction to assess oral bioaccessibility of potentially toxic elements from an urban recreational site. Applied Geochemistry, 26(5), 789–796.

    Article  CAS  Google Scholar 

  • Pelfrêne, A., Waterlot, C., Guerin, A., Proix, N., Richard, A., & Douay, F. (2015). Use of an in vitro digestion method to estimate human bioaccessibility of Cd in vegetables grown in smelter-impacted soils: The influence of cooking. Environmental Geochemistry and Health, 37(4), 767–778.

    Article  Google Scholar 

  • Qadir, M., Ghafoor, A., & Murtaza, G. (2000). Cadmium concentration in vegetables grown on urban soils irrigated with untreated municipal sewage. Environment, Development and Sustainability, 2(1), 13–21.

    Article  Google Scholar 

  • Randhawa, M. A., Ahmad, G., Anjum, F. M., Asghar, A., & Sajid, M. W. (2014). Heavy metal contents and their daily intake in vegetables under peri-urban farming system of Multan, Pakistan. Pakistan Journal of Agriculture Sciences, 51(4), 1025–1031.

    Google Scholar 

  • Readman, J. W., Fillmann, G., Tolosa, I., Bartocci, J., & Mee, L. D. (2005). The use of steroid markers to assess sewage contamination of the Black Sea. Marine Pollution Bulletin, 50, 310–318.

    Article  CAS  Google Scholar 

  • Rehman, K., Ashraf, S., Rashid, U., Ibrahim, M., Hina, S., Iftikhar, T., & Ramzan, S. (2013). Comparison of proximate and heavy metal contents of vegetables grown with fresh and wastewater. Pakistan Journal of Botany, 45(2), 391–400.

    Google Scholar 

  • Ruby, M. V., Schoof, R., Brattin, W., Goldade, M., Post, G., Harnois, M., et al. (1999). Advances in evaluating the oral bioavailability of inorganics in soil for use in human health risk assessment. Environmental Science and Technology, 33, 3697–3705.

    Article  CAS  Google Scholar 

  • Ryan, J. A., Pahren, H. R., & Lucas, J. B. (1982). Controlling cadmium in the human chain: Review and rationale based on health effects. Environmental Research, 28, 251–302.

    Article  CAS  Google Scholar 

  • Ryan, J. A., Scheckel, K. G., Berti, W. R., Brown, S. L., Casteel, S. W., Chaney, R. L., et al. (2004). Reducing children’s risk from lead in soil. Environmental Science and Technology, 38, 19A–24A.

    Article  Google Scholar 

  • Schreck, E., Bonnard, R., Laplanche, C., Leveque, T., Foucault, Y., & Dumat, C. (2012). DECA: A new model for assessing the foliar uptake of atmospheric lead by vegetation, using Lactuca sativa as an example. Journal of Environmental Management, 112, 233–239.

    Article  CAS  Google Scholar 

  • Schwertmann, U., & Pfab, G. (1996). Structural vanadium and chromium in lateritic iron oxides: Genetic implications. Geochimica et Cosmochimica Acta, 60, 4279–4283.

    Article  CAS  Google Scholar 

  • Siyame, E. W. P., Hurst, R., Wawer, A. A., Young, S. D., Broadley, M. R., Chilimba, A. D. C., et al. (2014). A high prevalence of zinc- but not iron-deficiency among women in rural Malawi: A cross-sectional study. Journal of Vitamin and Nutrition Research, 83, 176–187.

    Article  Google Scholar 

  • State Environmental Protection Administration (SEPA). (1995). Environmental quality standard for soil. GB 15618/1995. http://english.mep.gov.cn/standards_reports/standards/Soil/Quality_Standard3/200710/W020070313485587994018.pdf. Accessed 09 August 2015.

  • State Environmental Protection Administration (SEPA). (2006). Farmland environmental quality evaluation standards for edible agricultural products. HJ 332/2006. http://english.mep.gov.cn/standards_reports/standards/Soil/Quality_Standard3/200712/W020061122579466242008.pdf. Accessed 09 August 2015.

  • Tipping, E. (2004). Cation binding by humic substances. UK: Cambridge University Press.

    Google Scholar 

  • Vane, C. H., Kim, A. W., McGowan, S., Leng, M. J., Heaton, T. H. E., Kendrick, C. P., et al. (2010). Sedimentary records of sewage pollution using faecal markers in contrasting pen-urban shallow lakes. Science of the Total Environment, 409(2), 345–356.

    Article  CAS  Google Scholar 

  • Venkatesan, M., & Santiago, C. (1989). Sterols in ocean sediments—Novel tracers to examine habitats of cetaceans, pinnipeds. Marine Biology, 102, 431–437.

    Article  CAS  Google Scholar 

  • Wagner, G. J. (1993). Accumulation of cadmium in crop plants and its consequences to human health. Advances in Agronomy, 51, 173–212.

    Article  CAS  Google Scholar 

  • Waseem, A., Arshad, J., Iqbal, F., Sajjad, A., Mehmood, Z., & Murtaza, G. (2014). Pollution status of Pakistan: A retrospective review on heavy metal contamination of water, soil and vegetables. Biomedical Research International, 2014(813206), 1–29.

    Article  Google Scholar 

  • Watts, M. J., Button, M., Brewer, T. S., Jenkin, G. R. T., & Harrington, C. F. (2008). Quantitative arsenic speciation in two species of earthworms from a former mine site. Journal of Environmental Monitoring, 10(6), 753–759.

    Article  CAS  Google Scholar 

  • Watts, M. J., Joy, E. J. M., Young, S. D., Broadley, M. R., Chilimba, A. D. C., Gibson, R. S., et al. (2015). Iodine source apportionment in the Malawian diet. Scientific Reports, 5, 15251.

    Article  CAS  Google Scholar 

  • Watts, M. J., & Mitchell, C. J. (2009). A pilot study on iodine in soils of Greater Kabul and Nangarhar provinces of Afghanistan. Environmental Geochemistry and Health, 31(4), 503–509.

    Article  CAS  Google Scholar 

  • Watts, M. J., O’Reilly, J., Marcelli, A., Coleman, A., Ander, E. L., & Ward, N. I. (2010). A snapshot of environmental iodine and selenium in La Pampa and San Juan provinces of Argentina. Journal of Geochemical Exploration, 107, 87–93.

    Article  CAS  Google Scholar 

  • Weggler, K., McLaughlin, M. J., & Graham, R. D. (2004). Effect of chloride in soil solution on the plant availability of biosolid-borne cadmium. Journal of Environmental Quality, 33(2), 496–504.

    Article  CAS  Google Scholar 

  • White, P. J., & Broadley, M. R. (2009). Biofortification of crops with seven mineral elements often lacking in human diets—Iron, zinc, copper, calcium, magnesium, selenium and iodine. New Phytologist, 182, 49–84.

    Article  CAS  Google Scholar 

  • World Health Organization (WHO). (1996). Trace elements in human nutrition and health. Geneva: WHO.

    Google Scholar 

  • Xiong, T., Leveque, T., Austruy, A., Goix, S., Schreck, E., Dappe, V., et al. (2014a). Foliar uptake and metal(loid) bioaccessibility in vegetables exposed to particulate matter. Environmental Geochemistry and Health, 36, 897–909.

    Article  CAS  Google Scholar 

  • Xiong, T., Leveque, T., Shahid, M., Foucault, Y., Mombo, S., & Dumat, C. (2014b). Lead and cadmium phytoavailability and human bioaccessibility for vegetables exposed to soil or atmospheric pollution by process ultrafine particles. Journal of Environmental Quality, 43(5), 1593–1600.

    Article  Google Scholar 

  • Zia, M. H., Watts, M. J., Gardner, A., & Chenery, S. R. (2015). Iodine status of soils, grain crops, and irrigation waters in Pakistan. Environmental Earth Sciences, 73, 7995–8008.

    Article  CAS  Google Scholar 

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Acknowledgments

The authors gratefully acknowledge the Royal Society of Chemistry Analytical Trust Fund for enabling the collaboration between the Fauji Fertiliser Company, Ayub Agriculture Research Institute and British Geological Survey and in addition the Centre for Environmental Geochemistry-BGS for funding. This paper is published with the permission of the Executive Director of the British Geological Survey.

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Zia, M.H., Watts, M.J., Niaz, A. et al. Health risk assessment of potentially harmful elements and dietary minerals from vegetables irrigated with untreated wastewater, Pakistan. Environ Geochem Health 39, 707–728 (2017). https://doi.org/10.1007/s10653-016-9841-1

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