Abstract
Contamination of fish species with potential toxic elements (PTEs) has caught the prime attention globally including Bangladesh. The present study enlightened on the accumulation, origin, and associated health implications of Mn, Fe, Cu, Zn, As, Hg, Pb, and Cr in ten varieties of fish species collected from the heavily polluted river Buriganga. Levels of PTEs in the studied fish species were found within the legislative value suggested by the World Health Organization (WHO) and Federal Environmental Protection Agency (FEPA) except for Fe, Cu, Zn, and Hg and can be assembled as Zn > Fe > Cu > Mn > Cr > Hg > As > Pb. The origin of PTEs in fish species apportioned mostly anthropogenic coupled with natural sources. Among the anthropogenic sources, industrial wastewater, recycling of leaded and lithium-ion batteries, metallurgical industries, shipyards, tannery, cosmetics, and chemical industries are the major contributors. This study identified children are exposed to As and Zn as their estimated targeted hazard quotient (THQ) value exceeded the threshold limit of safety, whereas adults are exposed to As only. The estimated, hazard index (HI) for children was found more than four times of adults; however, both the population groups are in vulnerable situation considering HI value (HI > 1), indicating possible non-carcinogenic health risk. Moreover, cumulative cancer risk TCR appraised that all the fish species exceeded the threshold limit of > 1E-03 for children and > 1E-04 for adults, which are level VII and level V contamination state for child and adult, respectively, and manifested consumption of the studied fishes arises a high probability for lifetime cancer risk.
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The datasets generated and analyzed during the current study are available within the text.
References
Rahman MM, Asaduzzaman M, Naidu R (2013) Consumption of arsenic and other elements from vegetables and drinking water from an arsenic-contaminated area of Bangladesh. J Hazard Mater 262:1056–1063. https://doi.org/10.1016/j.jhazmat.2012.06.045
Pieniak Z, Verbeke W, Olsen SO, Hansen KB, Brunso K (2010) Health-related attitudes as a basis for segmenting European fish consumers. Food Policy 35:448–455. https://doi.org/10.1016/j.foodpol.2010.05.002
Mansour SA, Sidky MM (2002) Ecotoxicological studies: heavy metals contaminating water and fish from Fayum Governorate. Egypt Food Chem 78:15–22. https://doi.org/10.1016/S0308-8146(01)00197-2
Kris-Etherton PM, Hecker KD, Bonanome A, Coval SM, Binkoski AE, Hilpert KF, Griel AE, Etherton TD (2002) Bioactive compounds in foods: their role in the prevention of cardiovascular disease and cancer. Am J Med 113:71S-88S. https://doi.org/10.1016/s0002-9343(01)00995-0
El-Moselhy KM, Othman AI, Abd El-Azem H, El-Metwally MEA (2014) Bioaccumulation of heavy metals in some tissues of fish in the Red Sea. Egypt Egypt J Basic Appl Sci 1:97–105. https://doi.org/10.1016/j.ejbas.2014.06.001
Wepener W, Vurenvan JHJ, Preezdu HH (2001) Uptake and distribution of a copper, iron and zinc mixture in Gill, Live Rand Plasma of a Freshwater Teleost, Tilapia sparrmanii.Water SA27:99–108
Erdoĝrul Z, Ates DA (2006) Determination of cadmium and copper in fish samples from Sir and Menzelet dam lake Kahra-manmaras, Turkey. Environ Monit Assess 117:281–290. https://doi.org/10.1007/s10661-006-0806-1
Rahman MS, Hossain MS, Ahmed MK, Akther S, Kabir J, Choudhury TR (2019) Assessment of heavy metals contamination in selected tropical marine fish species in Bangladesh and their impact on human health. Environ Nanotechnol Monit Manag 11:100210. https://doi.org/10.1016/j.enmm.2019.100210
Ghosh P, Ahmed Z, Alam R, Begum BA, Akter S, Jolly YN (2021) Bioaccumulation of metals in selected cultured fish species and human health risk assessment: a study in Mymensingh Sadar Upazila, Bangladesh. Stoch Environ Res Risk Assess 35:2287–2301. https://doi.org/10.1007/s00477-021-02026-9(0)
Hasan MK, Shahriar A, Hossain N, Shovon IK, Jolly YN, Begum BA (2021) Trace metal contamination in riverine captured fish and prawn of Bangladesh and associated health risk. Expos Health 13:237–251. https://doi.org/10.1007/s12403-020-00378-1
Jolly YN, Rakib MRJ, Islam MS, Akter S, Idris AM, Phoungthong K (2021) Potential toxic elements in sediment and fishes of an important fish breeding river in Bangladesh: a preliminary study for ecological and health risk assessment. Toxin Rev. https://doi.org/10.1080/15569543.2021.1965624
Zhuang P, McBride MB, Xia H, Li N, Li Z (2009) Health risk from heavy metals via consumption of food crops in the vicinity of Dabaoshan mine. South China Sci Total Environ 407:15511561. https://doi.org/10.1016/j.scitotenv.(2008).10061
Castro-González MI, Méndez-Armenta M (2008) Heavy metals: implications associated to fish consumption. Environ Toxicol Pharmacol 26:263–271. https://doi.org/10.1016/j.etap.2008.06.001
Yi Y, Yang Z, Zhang S (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 159:25752585. https://doi.org/10.1016/j.envpol.2011.06.011
Vieira C, Morais S, Ramos S, Delerue-Matos C, Oliveira MBPP (2011) Mercury, cadmium, lead and arsenic levels in three pelagic fish species from the Atlantic Ocean: intra- and inter-specific variability and human health risks for consumption. Food Chem Toxicol 49:923–932. https://doi.org/10.1016/j.fct.2010.12.016
Alhashemi AH, Sekhavatjou MS, Kiabi BH, Karbassi AR (2012) Bioaccumulation of trace elements in water, sediment, and six fish species from a freshwater wetland Iran. Microchem J 104:1–6. https://doi.org/10.1016/j.microc.2012.03.002
Pan K, Wang WX (2012) Trace metal contamination in estuarine and coastal environments in China. Sci Total Environ 421:3–16. https://doi.org/10.1016/j.scitotenv.2011.03.013
Islam GMR, Habib MR, Waid JL, Rahman MS, Kabir J, Akter S, Jolly YN (2016) Heavy metal contamination of freshwater prawn (Macrobrachiumosenbergii) and prawn feed in Bangladesh: a market-based study to highlight probable health risk. Chemosphere 170:282–289. https://doi.org/10.1016/j.chemphere.2016.11.163
Jolly YN, Kabir A, Akter S, Chowdhury AMS (2019) Contamination status of water, fish and vegetable samples collected from a heavy industrial area and possible health risk assessment. Adv Food technol Nut Sci Open J 5:81–91. https://doi.org/10.17140/AFTNSOJ-5-160
Kotze P, Preez HHD, Vuren JHV (1999) Bioaccumulation of Copper and Zinc in Oreochromis mossambicus and Clariasgariepinus from the Olifants River, Mpumalanga, South Africa. Water SA 25:99–110
Chi QQ, Zhu GW, Langdon A (2007) Bioaccumulation of heavy metals in fishes from Taihu Lake, China. J Environ Sci 19:1500–1506. https://doi.org/10.1016/S1001-0742(07)60244-7
Yousuf MA, Amin N, Alam K (2008) Ecological health risk of Buriganga River, Dhaka, Bangladesh. Hydro Nepal: J Water Ener Environ 3:25–28. https://doi.org/10.3126/hn.v3i0.1915
Ahmed MK, Islam S, Rahman MS, Haque MR, Islam MM (2010) Heavy metals in water, sediment and some fishes of Buriganga River, Bangladesh. Int J Environ Res 4:321–332. https://doi.org/10.22059/IJER.2010.24
Rahman MS, Kumar P, Ullah M, Jolly YN, Akhter S, Kabir J, Begum BA, Salam A (2021) Elemental analysis in surface soil and dust of roadside academic institutions in Dhaka city, Bangladesh and their impact on human health. Environ Chem Ecotoxicol 3:197–208. https://doi.org/10.1016/j.enceco.2021.06.001
Khan FE, Jolly YN, Islam GR, Akter S, Kabir J (2014) Contamination status and health risk assessment of trace elements in foodstuffs collected from the Buriganga River embankments, Dhaka, Bangladesh. Int J Food Contam 1:1–8. https://doi.org/10.1186/s40550-014-0001-z
Islam A, Jolly YN (2007) Heavy metals in water and fishes of the tannery affected vicinity of the river Buriganga. J Bangladesh Aca Sci 31:163–172
Islam GMR, Khan FE, Hoque MM, Jolly YN (2014) Consumption of unsafe food in the adjacent area of Hazaribagh tannery campus and Buriganga River embankments of Bangladesh: heavy metal contamination. Environ Monit Assess 186:7233–7244. https://doi.org/10.1007/s10661-014-3923-2
Jamil T, Lias K, Norsila D, Syafina NS (2014) Assessment of heavy metal contamination in Squid (Loligo Spp.) tissue of Kedah-Perlis waters. Malaysia Malaysian J Anal Sci 18:195–203
Jia Y, WangL CJ, Li S, Yang Z (2018) Trace elements in four freshwater fish from a mine-impacted river: spatial distribution, species-specific accumulation and health risk assessment. Environ Sci Pollut Res 25:8861–8870. https://doi.org/10.1007/s11356-018-1207-z
Rahman A, Jahanara I, Jolly YN (2021) Assessment of physicochemical properties of water and their seasonal variation in an urban river in Bangladesh. Water Sci Eng 14:139–148. https://doi.org/10.1016/j.wse.2021.06.006
Rakib MRJ, Jolly YN, Bilkis AB, Choudhury TR, Fatema KJ, Islam MS, Ali MM, Idris AM (2021) Assessment of trace element toxicity in surface water of a fish breeding river in Bangladesh: a novel approach for ecological and health risk evaluation. Toxin Rev. https://doi.org/10.1080/5569543.2021.1891936
Jolly YN, Islam A, Akbar S (2013) Transfer of metals from soil to vegetables and possible health risk assessment. Springerplus 2:285–391. https://doi.org/10.1186/2193-1801-2-385
Akter S, Islam SMA, Rahman MO, Mamun KM, Kabir MJ, Rahman MS, Begum BA, Abedin J, Tushar SI, Jolly YN (2019) Toxic elements accumulation in vegetables from soil collected from the vicinity of a fertilizer factory and possible health risk assessment. Op Acc J Bio Eng Bio Sci 3:277–288. https://doi.org/10.32474/OAJBEB.2019.03.000159
Rakib MRJ, Hossain MB, Jolly YN, Akther S, Islam S (2021) EDXRF detection of trace elements in salt marsh sediment of Bangladesh and probabilistic ecological risk assessment. Soil Sediment Contam: An Int J. https://doi.org/10.1080/15320383.2021.1923644
Wahiduzzaman M, Islam MM, Sikder AHF, Parveen Z (2021) Bioaccumulation and heavy metal contamination in fish species of the Dhaleswari Rivrr of Bangladesh and related human health implications. Biol Trace Elem Res. https://doi.org/10.1007/s12011-021-02963-0
Ureso J, Gonzalez-Regaldo E, Gracia I (1997) Trace metals in the bivalve mollusks Ruditapesdecussatus and Ruditapes philippinarum from the atlantic coast of Southern Spain. Environ Int 23:291–298. https://doi.org/10.1016/S0160-4120(97)00030-5
Chen B, Liang X, Xu W, Huang X, Li X (2012) The changes in the trace metal contamination over the last decade in surface sediments of the Pearl River estuary, South China. Sci Total Environ 439:141–149. https://doi.org/10.1016/j.scitotenv.2012.09.025
Haque MM, Hossain N, Jolly YN, Tareq SM (2021) Probabilistic health risk assessment of toxic metals in chickens from the largest production areas of Dhaka. Bangladesh Environ Sci Pollut Res 28:5132951341. https://doi.org/10.1007/s11356-021-13534-0
WHO (2011) WHO guidelines for drinking water quality, 4th edn. WHO Publications, Geneva, pp 307–340
FEPA (2003) Guidelines and Standards for Environmental Pollution Control in Nigeria. Federal Environmental Protection Agency. Environ Policy - 238 p. https://searchworks.stanford.edu/view/2982780
Bristy MS, Sarker KK, Baki MA, Quraishi SB, Hossain MM, Islam A, Khan MF (2021) Health risk estimation of metals bio-accumulated in commercial fish from coastal areas and rivers in Bangladesh. Environ Toxicol Pharmacol 8:103666. https://doi.org/10.1016/j.etap.2021.103666
Anderson J, Fitzgerald C (2010) Iron: An Essential Nutrient. A Res Rev. Colorado State Univ Ext Service. https://extension.colostate.edu/docs/foodnut/09356.pdf
Köse E, Emiroğlu Ö, Çiçek, Aksu S, Başkurt S, Tokatli C, Şahin M, Uğurluoğlu A (2019) Assessment of Ecologic Quality in Terms of Heavy Metal Concentrations in Sediment and Fish on Sakarya River and Dam Lakes, Turkey. Soil Sediment Contam: An Int J. 1–12https://doi.org/10.1080/15320383.2019.1705755
Prasad AS (1984) Discovery and importance of zinc in human nutrition. Fed Proc 43:2829–2834
Ahmed MK, Baki MA, Islam MS, Kundu GK, Habibullah-al-Mamun M, Sarkar SK, Hossain MM (2015) Human health risk assessment of heavy metals in tropical fish and shellfish collected from the river Buriganga, Bangladesh. Environ Sci Pollut Res 22:15880–15890. https://doi.org/10.1007/s11356-015-4813-z
Xu C, Yan H, Zhang S (2020) Heavy metal enrichment and health risk assessment of karst cave fish in Libo, Guizhou, China. Alex Eng J 60:1885–1896. https://doi.org/10.1016/j.aej.2020.11.036
Authman MMN, Zaki MS, Khallaf EA, Abbas HH (2015) Use of fish bio-indicator of the effects of heavy metals pollution. J Aquac Res Dev 6:328. https://doi.org/10.4172/2155-9546.1000328
Renieri EA, Alegakis AK, Kiriakakis M, Ninceti M, Ozcagli E, Wilks MF, Tsatsakis AM (2014) Cd, Pb and Hg bio-monitoring in fish of the Mediterranean region and risk estimations on fish consumption. Toxics 2:417–442. https://doi.org/10.3390/toxics2030417
EC (2006) European Commission Regulation No 1881/2006 of the European parliament and the council of 19 December 2006 setting maximum levels for certain contaminants in foodstuffs. Off J Eur Communities, L364/18.http://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri¼CELEX:32006R1881&from¼EN
Effah E, Aheto DW, Acheampong E, Tulashie SK, Adotey J (2021) Human health risk assessment from heavy metals in three dominant fish species of the Ankobra river, Ghana. Toxicol Rep 8:1081–1086. https://doi.org/10.1016/j.toxrep.2021.05.010
Gercia-Leston J, Mendez J, Pasaro E, Laffon B (2010) Genotoxic effects of lead: an updated review. Environ Int 36:623–636. https://doi.org/10.1016/j.envint.2010.04.011
Jiang X, Wang J, Pan B, Li D, Wang Y, Liu X (2021) Assessment of heavy metal accumulation in freshwater fish of Dongting Lake, China: Effects of feeding habits, habitat preferences and body size. J Environ Sci 112:355–365
Agah H (2021) Ecological risk assessment of heavy metals in sediment, fish, and human hair from Chabahar Bay, Makoran. Iran Mar Pollut Bull 169:112345. https://doi.org/10.1016/j.marpolbul.2021.112345
Lamborg CH, Fitzgerald WF, Damman ANH, Benoit JM, Balcom PH, Engstrom DR (2002) Modern and historical atmospheric mercury fluxes in both Hemispheres:global and regional mercury cycling implications. Glob Biol Cycles 16(4). https://doi.org/10.1029/2001GB001847
Yousajzai AM, Chivers DP, Khan AR, Ahmad I, Siraj M (2010) Comparison of heavy metal burden in two fresh water fishes Wallago attu and Labeodyocheilus with regards to their feeding habitats in natural ecosystem. Pakistan J Zool 42:537–544
WHO (1996) The World health report: 1996: fighting disease, fostering development / report of the Director-General. World Health Organ.https://apps.who.int/iris/handle/10665/36848
JECFA (2000) Safety evaluation of certain food additives and contaminants. Joint FAO/WHO Expert Committee on Food additives, WHO food additives Series 44:273–312
IMPM (2001) Dietary reference intakes for vitamin A, vitamin K, arsenic, boron, chromium, copper, iodine, iron, manganese, molybdenum, nickel, silicon, vanadium and zinc. Institute of Medicine (US) Panel on Micronutrients. Washington, DC: US Natl Acad Press. https://doi.org/10.17226/10026
EFSA (2009) Cadmium in food - Scientific opinion of the panel on contaminants in the food chain. Eur Food Saf Authority J 980:1–139. https://doi.org/10.2903/j.efsa.2009.980
EFSA (2015) Statement on the benefits of fish/seafood consumption compared to the risks of methyl mercury in fish/seafood. European Food Safety Authority J 13:3982. https://doi.org/10.2903/j.efsa.2015.3982
Baki MA, Hossain MM, Akter J, Quraishi SB, Shojib MFH, Ullah AA, Khan ME (2018) Concentration of heavy metals in seafood(fishes, shrimp, lobster and crabs) and human health assessment in Saint Martin Island, Bangladesh. Ecotoxicol Environ Saf 159:153–163. https://doi.org/10.1016/j.ecoenv.2018.04.035
Lemly AD (1996) Evaluation of hazard quotient method for risk assessment of selenium. Ecotoxicol Environ Saf 35:156–162. https://doi.org/10.1006/eesa.1996.0095
USEPA (1989) Risk assessment guidance for superfund, Human Health Evaluation Manual. EPA/540/1–89/002 vol. I, Office of Emergency and Remedial Response, Washington, DC, USA
Ahmed MK, Baki MA, Kundu GK et al (2016) Human health risks from heavy metals in fish of Buriganga River. Springerplus 5:1697–1709
USEPA (2008) Integrated Risk Information System. United States Environmental Protection Agency, Washington, DC, USA
FAO (1983) Compilation of legal limits for hazardous substances in fish and fishery products. FAO Fish Circ 464:5–100. http://trove.nla.gov.au/version/22206109
Li F, Qiu Z, Zhang J, Liu C, Cai Y, Xiao M (2017) Spatial distribution and fuzzy health risk assessment of trace elements in surface water from Honghu Lake. Int J Environ Res Public Health 14:1011. https://doi.org/10.3390/ijerph14091011
Orosun MM (2021) Assessment of arsenic and its associated health risks due to mining activities in parts of North-central Nigeria: probabilistic approach using Monte Carlo. J Hazard Mater 412:125262. https://doi.org/10.1016/j.jhazmat.2021.125262
Nargis A, Rashid H, Jhumur AK, Haque ME, Islam MN, Habib A, Cai M (2019) Human health risk assessment of toxic elements in fish species collected from the river Buriganga, Bangladesh, Human and Ecological Risk Assessment: An Int J. https://doi.org/10.1080/10807039.2018.1496397
Rakib MRJ, Jolly YN, Enyoh CE, Khandaker MU, Hossain MB, Akther S, Alsubaie A, Almalki SA, Bradley DA (2021) Levels and health risk assessment of heavy metals in dried fish consumed in Bangladesh. Sci Rep 11:14642. https://doi.org/10.1038/s41598-021-93989-w
Selvam S, Jesuraja K, Venkatramanan S, Chung SY, Roy PD, Muthukumar P, Kumar M (2020) Imprints of pandemic lockdown on subsurface water quality in the coastal industrial city of Tuticorin, South India: A revival perspective. Sci Total Environ 738:139848. https://doi.org/10.1016/j.scitotenv.2020.139848
USEPA (2020) Regional Screening Levels (RSL). Superfund Risk Assessment. https://epa-prgs.ornl.gov/cgi-bin/chemicals/csl_search/
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The authors highly acknowledged the assistance of the stuff members of the Atmospheric and Environmental Chemistry Laboratory, Chemistry Division, Atomic Energy Centre, Dhaka.
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Yeasmin N. Jolly: conceptualization, designing, supervision, visualization, writing (review and editing), final approval of the manuscript; Sadia A. Surovi: sample collection, preparation, and analysis; Shrin Akter, Jamiul Kabir, Khan M. Mamun: sample and data analysis; Arafat Rahman: statistical analysis and editing; Sheikh M. Mizanur Rahman: supervision.
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Jolly, Y.N., Surovi, S.A., Rahman, S.M.M. et al. A Probabilistic-Deterministic Approach Towards Human Health Risk Assessment and Source Apportionment of Potentially Toxic Elements (PTEs) in Some Contaminated Fish Species. Biol Trace Elem Res 201, 1996–2010 (2023). https://doi.org/10.1007/s12011-022-03274-8
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DOI: https://doi.org/10.1007/s12011-022-03274-8