Abstract
The degradation of the environment due to numerous industrial practices has emerged as a major issue globally, particularly in a country like Bangladesh. The present study dispenses information about heavy metal (Cr, Mn, Fe, Co, Ni, Cu, Zn, Cd, and Pb) contamination in some frequently consumed vegetables, namely, ash pumpkin, potato, bitter gourd, buffalo spinach, snake gourd, and pointed gourd grown in an industrially prone location and their repercussion on consumers’ health. Proton-induced X-ray emission (PIXE) technique was used as the major analytical tool to detect heavy metal concentrations. Mean concentration and the range of Cr, Mn, Fe, Co, Ni, Cu, Zn, Cd, and Pb in vegetables were detected (4.81 ± 2.79, 2.43–10.94), (497.57 ± 258.08, 181.24–886.67), (644.49 ± 298.40, 179.56–998.78), (38.88 ± 14.31, 18.88–60.12), (58.11 ± 12.58, 42.55–84.79), (137.24 ± 48.37, 71.99–208.98), (123.31 ± 63.62, 49.97–256.09), (8.09 ± 2.69, 4.29–14.94), and (4.16 ± 2.95, 1.22–9.98) mg/kg (dry weight basis), respectively. An extreme level of heavy metal contamination in vegetable samples was notified regarding the estimated metal pollution index (MPI) and Nemerow pollution index (P) value, which underpinned the health risk values. The estimated hazard index (HI) value stipulated high risk in all varieties of vegetables regardless of age group and cadmium (Cd) was found as the major contributor. Concerning the carcinogenic risk index (CR) for single elements, the value of Co, Ni, and Cr was approximated far above the USEPA threshold risk limit (CR>1E-04). Moreover, total carcinogenic risk (TCR) for all varieties of vegetables exceeded the safety threshold value for both the age group and children, in particular, were found most vulnerable. The outshot of the present study divulged associated health risks for the population group by the heavy metals via dietary intake of vegetables.
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The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request
References
Shaheen N, Irfan NM, Khan IN, Islam S, Islam MS, Ahmed MK (2016) Presence of heavy metals in fruits and vegetables: health risk implications in Bangladesh. Chemosphere 152:431–438. https://doi.org/10.1016/J.CHEMOSPHERE.2016.02.060
Jolly YN, Rakib MRJ, Sakib MS, Shahadat MA, Rahman A, Akter S, Kabir J, Rahman MS, Begum BA, Rahman R, Sulieman A, Tamam N, Khandaker MU, Idris AM et al (2022) Impact of industrially affected soil on humans: a soil-human and soil-plant-human exposure assessment. Toxics. https://doi.org/10.3390/toxics10070347
Laboni FA, Ahmed MW, Kaium A, Alam MK, Parven A, Jubayer MF, Rahman AA, Meftaul IM, Khan MSI (2023) Heavy metals in widely consumed vegetables grown in industrial areas of Bangladesh: a potential human health hazard. Biolog Trace Element Res 201:995–1005. https://doi.org/10.1007/s12011-022-03179-6
Sultana MS, Rana S, Yamazaki S, Aono T, Yoshida S (2017) Health risk assessment for carcinogenic and non-carcinogenic heavy metal exposures from vegetables and fruits of Bangladesh. Cogent Environ Sci
Afrin S, Alam MK, Ahmed MW, Parven A, Jubayer MF, Megharaj M, Meftaul IM, Khan MSI (2022) Determination and probabilistic health risk assessment of heavy metals in widely consumed market basket fruits from Dhaka City Bangladesh. Int J Env Anal Chem
Munoz-Olivas R, Camar C (2001) Speciation related to human health. In: Ebdon I, Pitts L, Cornell R, Crew H, Donald OFX, Quevauviller P (eds) Trace element speciation for environment, food and health. The royal society of chemistry, pp 331–353
IARC (1993) Cd and Cd compound, In: Beryllium, Cd, mercury and Exposure in glass manufacturing industry. In: IARC monographs on the evaluation of carcinogenic risk to human, vol 58. IARC, Lyon, pp 119–237
Radwan MA, Salaman AK (2006) Market based survey for some heavy metals in Egyptian fruits and vegetables. Food Chem Toxicol 44:1273–1278
Ali H, Khan E, Ilahi I (2019) Environmental chemistry and ecotoxicology of hazardous heavy metals: environmental persistence, toxicity, and bioaccumulation. Hindawi J Chem. https://doi.org/10.1155/2019/6730305
Rahman MS, Khan MDH, Jolly YN, Kabir J, Akter S, Salam A (2019) Assessing risk to human health for heavy metal contamination through street dust in the Southeast Asian Megacity: Dhaka, Bangladesh. Sci Total Environ 660:1610–1622. https://doi.org/10.1016/j.scitotenv.2018.12425
Rahman MS, Hossain MS, Ahmed MK, Akther S, Jolly YN, Akhter S, Kabir MJ, Choudhury TR (2019) Assessment of heavy metals contamination in selected tropical marine fish species in Bangladesh and their impact on human health. Environmental Nanotechnology Monitoring & Management. https://doi.org/10.1016/j.enmm.2019.100210
Gupta N, Yadav KK, Kumar V, Prasad S, Cabral-Pinto MMS, Jeon BH, Kumar S, Abdellattif MH, Alsukaibia AKD (2022) Investigation of heavy metal accumulation in vegetables and health risk to humans from their consumption. Front Environ Sci 10:791052. https://doi.org/10.3389/fenvs.2022.791052
Dara SS (1998) Environmental chemistry and pollution control. S Chand publishers, India, pp 186–206
Akter S, Islam SMA, Rahman MO, Mamun KM, Kabir MJ, Rahman MS, Begum BA, Abedin MJ, Iand TS, 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(2):277–289. https://doi.org/10.32474/OAJBEB.2019.03.000159
Alam MNE, Hosen MM, AtiqueUllah AKM, Maksud MA, SR K, LN L, Choudhury TR, Quraish SB (2023) Pollution characteristics, source identification, and health risk of heavy metals in the soil-vegetable system in two districts of Bangladesh. Biolog Trace Element Res. https://doi.org/10.1007/s12011-023-03558-7
Akram HSM, Richard S (2013) Cancer control in Bangladesh. Japan J Clin Oncol 43:115–120
Celik U, Oehlenschlager I (2007) High content of Cd, Pb, zinc and copper in popular fishery products sold in Turkish supermarkets. Food control 18:258–261
Sultana MS, Jolly YN, Yeasmin S, Islam A, Stter S, Tareq SM (2015) Transfer of heavy metals and radionuclides from soil to vegetables and plants in Bangladesh. In: Soil Remidiation and Plants-Prospect and Challenges Chapter 12. Elsvier Inc, The Netherlands, pp 331–336. https://doi.org/10.1016/B978-12-799937-0-12-799937-1.000127
Tang M, Lu G, Fan B, Xiang W, Bao Z (2021) Bioaccumulation and risk assessment of heavy metals in soil-crop systems in Liujiang karst area, Southwestern China. Environ Sci Pollut Res Int 28:9657–9669. https://doi.org/10.1007/s11356-020-11448-x
Ziyu G, Dai H, Wang M, Pan S (2022) Health risk assessment of heavy metal exposure through vegetable consumption around a phosphorus chemical plant in the Kaiyang karst area, southwestern China. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-022-24662-6
Jolly YN, Islam A, Akbar S (2013a) Transfer of metals from soil to vegetables and possible health risk assessment. Springer Plus 2(1):285–391. https://doi.org/10.1186/2193-1801-2-385
https://www.alonelytraveler.com>attraction-munshiganj access January 17, 2020
https://en.banglapedia.org>index.php>Munshiganj access January 17, 2020
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 Nutr Sci Open J 5(2):81–91. https://doi.org/10.17140/AFTNSOJ-5-160
Solaiman HM, EuridaLiyana A-d SS, Ameen F, Ullah MA, Jolly YN, Quraishi SB, Hossain M, Salleh S, Akter S, Hossain MA, MZB M, Elliott M (2022) Trace element bioaccumulation in edible red seaweeds (Rhodophyta): a risk assessment for consumers. Environ Pollut 307:11950. https://doi.org/10.1016/j.envpol.2022.11950
Fahad SM, Hossain Z, Ashrafi SS, Ahamed S, Reya FAS, Ali MH, Jahan I, Abedin MJ, Rahman MO (2021) Trace and heavy elemental concentration analysis of Bangladeshi medicinal plants using proton induced x-ray emission technique. Int J Agricult Environ Res 07:17–34. https://doi.org/10.51193/IJAER.2021.7102
Onabanjo SO, Adesina SK, Ceccato D, Buoso MC, Moschini G (2007) PIXE analysis of some medicinal plants usually extracted and drunk as a tea, beverage or used as spice or flavour in Nigeria. Proceedings of the International Conference on PIXE and in Analytical Applications Puebla, Mexico, pp 25–29
Fahad SM, Islam AFM, Ahmed M, Uddin N, Alam M, MdKhalik MH, Abedin M (2015) Determination of elemental composition of Malabar spinach, lettuce, spinach, hyacinth bean, and cauliflower vegetables using proton induced X-ray emission technique at Savar subdistrict in Bangladesh. BioMed res int. https://doi.org/10.1155/2015/128256
Akter S, Fahad SM, Ashrafi SS, Abedin MJ, Jolly YN, Kabir MJ, Rahman MS, Begum BA, Mamun KM, Ali MH (2022) Elemental Analysis of Basella alba, Spinacia oleracea, Abelmoschus esculentus (L.), Ipomoea aquatica, Colocasia esculenta, Amaranthus dubius, and Raphanus sativus vegetables using the PIXE technique in a saline region of Bangladesh, Rampal Area. Biol Trace Element Res 200(60):2999–3008. https://doi.org/10.1007/s12011-021-02866-0
FAO/WHO (2001) Evaluation of health and nutritional properties of probiotics in food including powder milk with live acid bacteria. Report of a Joint FAO/WHO Expert Consultation, Córdoba Argentina http://www.who.int/foodsafety/publications/fs_management/en/probiotics.pdf
Ureso J, Gonzalez RE, Gracia I (1997) Trace element in bivalve mollusks Ruditapes decussates and Ruditapes Phillippinarum from Atlanta Coast of Southern Spain. Environ Int 23:291–298
Comparative Matrix of Household Income and Expenditure Survey (HIES) (2005–2016) Bangladesh Bureau of Statistics (BBS), Statistics and Informatics Division (SID). Ministry of Planning, Dhaka Bangladesh https://bbs.portal.gov.bd/sites/default/files/files/bbs.portal.gov.bd/page/5695ab85_1403_483a_afb4_26dfd767df18/Comparative%20Matrix%20HIES_fnl.pdf
Joseph A, Edet U, Iwok E, Ekanem S (2022) Health implication of the oral and dermal exposure to heavy metals in borehole water from a poorly remediate Ikot Ada Udo community. Scientific African, Akwa Ibom state, South-South Nigeria. https://doi.org/10.1016/j.sciaf.2022.e01416
USEPA (2008) Integrated Risk Information System. United States Environmental Protection Agency, Washington DC USA
USEPA (2001) Risk assessment guideline for superfund: volume III part A, process for conducting probabilistic risk assessment. US Environmental Protection Agency, Washington DC
Wong CSC, Li XD, Zhang G, Qi SH, Min YS (2002) Heavy metals in agricultural soils of the Pearl River Delta, South China. Environ Pollut 119:33–44
Hair JF, Black WC, Babin BJ et al (2010) Multivariate Data Analysis, 7th edn. Pearson Prentice Hall, Upper Saddle River NJ
Jolly YN, Akter S, Kabir J, Islam A (2013b) Health risk assessment of heavy metals via dietary intake of vegetables collected from an area selected for introducing a Nuclear Power Plant. Res J Phy Appl Sci 2(4):43–51
Islam Z, Masood A, Aman F, Muhammad A, Fatima F, Khan H, Younis M, Alam M (2022) Heavy metal analyses of ready to eat leafy vegetables collected from different areas of district Swat. Biosci Res 19(1):322–328
Tsafe AI, Hassan LG, Sahabi DM, Alhassan Y, Bala BM (2012) Evaluation of heavy metals uptake and risk assessment of vegetables grown in Yargalma of Northern Nigeria. J Basic Appl Sci Res 2(7):6708–6714
Prosad R, Idris AM (2023) Evaluation of heavy metals contamination in cereals, vegetables and fruits with probabilistic health in a highly polluted megacity. Envir Sci Pollut Res 30:7925–79550. https://doi.org/10.1007/s11356-023-27977-0
Chandel SS, Bharose DR (2020) Evaluation of heavy metal contamination in Green leafy vegetables grown in Allahabab. Intl J Env Agr Biotech 5(5):1220–1225
Kumar S, Prasad S, Yadav KK, Shrivastava M, Gupta N, Nagar S, Quang-Vu B, Kamyab H, Khan SA, Yadav S, Malav LC (2019) Hazardous heavy metals contamination of vegetables and food chain: role of sustainable remediation approaches-a review. Environ Res. https://doi.org/10.1016/j.envres.2019.108792
Mico C, Recatala L, Perı’s M, Sa’nchez J (2006) Assessing heavy metal sources in agricultural soils of an European Mediterranean area by multivariate analysis. Chemosphere 65:863–872
Ahmed MM, Nur AAU, Jolly YN, Islam MRU, Rahman MS, Akter S, Yu J, Albeshr MF, Arai T, Hossain MB (2023) Contamination and ecological risk evaluation of metals in sediments from a wetland of international importance (Ramsar Site). Sustain 15:7753. https://doi.org/10.3390/su1510775
Pan L, Ma XK, Wang HL, Xu X, Zeng ZK, Tian QY, Zhao PF, Zhang S, Yang ZY, Piao XS (2016) Enzymatic feather meal as an alternative animal protein source in diets for nursery pigs. Anim Feed Sci Technol 212:112–121. https://doi.org/10.1016/j.anifeedsci2015.12.014
Bushra A, Zakir HM, Sharmin S et al (2022) Human health implications of trace metal contamination in topsoils and brinjal fruits harvested from a famous brinjal-producing area in Bangladesh. Sci Rep 12:14278. https://doi.org/10.1038/s41598-022-17930-5022
Ahmed M, Matsumoto M, Kurosawa K (2018) Heavy metal contamination of irrigation water, soil, and vegetables in a multi-industry district of Bangladesh. Inter J Environ Res 12:531–542. https://doi.org/10.1007/s41742-018-0113-z
Khan S, Farooq R, Sahabaz S, Khan MA, Sadique M (2009) Health risk assessment of heavy metals for population via consumption of vegetables. World Appl Sci J 6:1602–1606
Guo G, Zhang D, Wang Y (2019) Probabilistic human health risk assessment of heavy metal intake via vegetable consumption around Pb/Zn smelters in Southwest China. Int J Environ Res Public Health 16:3267. https://doi.org/10.3390/ijerph16183267
Jolly YN, Haque R, Islam A, Rahman MS, Akter S, Kabir J, Munshi MK, Islam M, Khatun A, Hossain A (2016) Toxic element in rice and possible health risk assessment-Bangladesh prospect. In: Book: Breeding and Genetic Engineering: The Biology and Biotechnology Research chapter 4, iConcept press ltd. Australia
Adedokun AH, Njoku KL, Akinola MO, Adesuyi AA, Jolaoso AO (2017) Heavy metal content and the potential health risk assessment of some leafy vegetables cultivated in some floodplains and farmlands in Lagos Nigeria. FUNAI J Sci Technol 3:30–47
Wentao Y, Yonglin C, Liyu Y, Mengqi X, Haonan J, Pan W, Ping W (2022) Spatial distribution, food chain translocation, human health risk, and environmental thresholds of heavy metals in a maize cultivation field in the heart of China’s karst region. J Soil Sedim 22:2654–2670. https://doi.org/10.1007/s11368-022-03256-2
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
US EPA (1989) Risk assessment guidance for Superfund. Volume I: Human Health Evaluation Manual (Part A) Interim Final. U.S. Environmental Protection Agency, Office of Emergency and Remedial Response (EPA/540/1-89/002)
Sun Z, Hu Y, Cheng H (2020) Public health risk of toxic metal(loid) pollution to the population living near an abandoned small-scale polymetallic mine. Sci Total Environ. https://doi.org/10.1016/j.scitotenv.2020.13743
Luc T, Kabore BM, Derra M, Dr Zoungrana DM, Zougmore PF, Cisse DO (2015) Assessment of heavy metals in irrigation water and vegetables in selected farms at Loumbila and Paspanga, Burkina Faso. IOSR J Environ Sci Toxicol Food Technol 9(4):99–103
Proshad R, Kormoker T, Sayed A, Khadka S, Idris AM (2021) Potential toxic metals(PTMs) contamination in agricultural soils and foodstuffs with associated source identification and model uncertainty. Sci Total Environ 789:147962
Jamil T, Lias K, Norsila D, Syafina NS (2014) Assessment of heavy metal contamination in squid (LoligoSpp.) tissue of Kedah-Perlis waters Malaysia. Malaysian J Anal Sci 18:195–203
Urrutia-Goyes R, Argyraki A, Orneless-Soto N (2017) Assessing lead, nickel and zinc pollution in topsoil from a historic shooting range rehabilitated into a public urban park. Int J Environ Res Public Health 14:698
Bourliva A, Papadopoulou L, Aidona E (2016) Study of road dust magnetic phases as the main carrier of potentially harmful trace elements. Sci Total Environ 553:380–391
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The staff members of the Atmospheric and Environmental Chemistry Laboratory, Chemistry Division, Atomic Energy Centre, Dhaka are highly appreciated and acknowledged for their assistance regarding the present research.
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Yeasmin N. Jolly supervised, wrote the original and final draft, edited the final manuscript, Shirin Akter did the formal analysis, Shirin Akter, M. Jamiul Kabir, K. M. Mamun, M. Joynal Abedin and S.M. Fahad have analyzed the data, and Arafat Rahman done the statistical analysis. All the authors reviewed the manuscript.All authors reviewed the manuscript.
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Jolly, Y.N., Akter, S., Kabir, M.J. et al. Heavy Metals Accumulation in Vegetables and Its Consequences on Human Health in the Areas Influenced by Industrial Activities. Biol Trace Elem Res 202, 3362–3376 (2024). https://doi.org/10.1007/s12011-023-03923-6
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DOI: https://doi.org/10.1007/s12011-023-03923-6