Abstract
This study investigated the pollution, origin, and health risk assessment of toxic metals in deposited dust on surfaces of indoor and outdoor environments of buildings. A total of 28 sampling sites were selected to collect dust samples in both indoor and outdoor building spaces. The concentration of heavy metals was measured using inductively coupled plasma mass spectrometry (ICP-MS). Geoaccumulation (Igeo), enrichment factor (EF), pollution (PI), and ecological risk (ER) indices were calculated in this study. Findings revealed that Cd, Cu, Pb, and Zn in outdoor dust, respectively, exceeded about 4.4, 2, 22, and 4.3 times above the geochemical background levels, and also in indoor dust did about 4.8, 2.74, 16.3, and 3.9 times. Pb exhibited enriched levels at 78 and 70% of the outdoor and indoor stations. Cr and Mn did show crustal origin, whereas others, including As, Cd, Cu, Ni, Pb, Co, and Zn, originated from anthropogenic activities. Hazard quotient and carcinogenic risk by As, Cd, Cr, Mn, and Ni of indoor dust demonstrated the highest levels through the inhalation pathway. These five metals in indoor samples showed hazard index (HI) values more than the safe level (HI > 1), with the order of Mn > As = Ni > Cd = Cr, and more than the respective HI values by outdoor dust (i.e., HIindoor > HIoutdoor). Together, indoor and outdoor dust can reveal the contamination of heavy metals in urban environments as well as their origination and health risk assessment for human health.
Similar content being viewed by others
References
Ali MU, Liu G, Yousaf B, Abbas Q, Ullah H, Munir MAM, Fu B (2017) Pollution characteristics and human health risks of potentially (eco)toxic elements (PTEs) in road dust from metropolitan area of Hefei, China. Chemosphere 181:111–121. https://doi.org/10.1016/j.chemosphere.2017.04.061
Ali N, Adil I, Magsi A, Asif E (2020) Particle size, morphology and characterization of indoor and outdoor airborne particulate matter for toxic metals in Karachi. Int J Environ Sci Technol 17:3969–3982. https://doi.org/10.1007/s13762-020-02771-4
Asadi H, Soffianian A, Hemami MR, Fakheran S, Akbari Feizabadi H, Corcoran F (2022) A hybrid GIS-OWA and DANP method for the identification and evaluation of ecotourism attractions: the case study of Abbas Abad Wildlife Refuge. Iran Geojournal 6. https://doi.org/10.1007/s10708-021-10564-6
Babicki S, Arndt D, Marcu A, Liang Y, Grant JR, Maciejewski A, Wishart DS (2016) Heatmapper: web-enabled heat mapping for all. Nucleic Acids Res 44:W147–W153. https://doi.org/10.1093/nar/gkw419
Banan A, Forouharmehr A, Reza M, Esmaeilbeigi M, Bahmani M, Yazdani M, Kolok AS, Rogan EG (2022) Salinity gradients exacerbate the genotoxicity and bioaccumulation of silver nanoparticles in fingerling Persian sturgeon (Acipenser persicus). Reg Stud Mar Sci 52:102264. https://doi.org/10.1016/j.rsma.2022.102264
Basaran B, Yılmaz Civan M (2020) Investigating of primary components and source apportionment of persistent organic pollutants of indoor dust. Int J Environ Sci Technol 18:2145–2160. https://doi.org/10.1007/s13762-020-02973-w
Bavandi R, Emtyazjoo M, Saravi HN, Yazdian F, Sheikhpour M (2019) Study of nano-structure zero-valent iron and graphene-oxid capability onbioremoval of trinitrophenol from wastewater in a bubble column bioreactor. Electron J Biotechnol 39:8–14. https://doi.org/10.1016/j.ejbt.2019.02.003
Behzadi Tayemeh M, Esmailbeigi M, Shirdel I, Joo HS, Johari SA, Banan A, Nourani H, Mashhadi H, Jami MJ, Tabarrok M (2020) Perturbation of fatty acid composition, pigments, and growth indices of Chlorella vulgaris in response to silver ions and nanoparticles: a new holistic understanding of hidden ecotoxicological aspect of pollutants. Chemosphere 238:124576. https://doi.org/10.1016/j.chemosphere.2019.124576
Charleswortha S, Everett M, McCarthy R, Ordóñez A, de Miguel E (2003) A comparative study of heavy metal concentration and distribution in deposited street dusts in a large and a small urban area: Birmingham and Coventry, West Midlands, UK. Environ Int 29(5):563–573. https://doi.org/10.1016/S0160-4120(03)00015-1
Cheng Z, Chen LJ, Li HH, Lin JQ, Yang ZB, Yang YX, Xu XX, Xian JR, Shao JR, Zhu XM (2018) Characteristics and health risk assessment of heavy metals exposure via household dust from urban area in Chengdu. China Sci Total Environ 619–620:621–629. https://doi.org/10.1016/j.scitotenv.2017.11.144
de Miguel E, Llamas JF, Chacón E, Berg T, Larssen S, Røyset O, Vadset M (1997) Origin and patterns of distribution of trace elements in street dust: Unleaded petrol and urban lead. Atmos Environ 31(17):2733–2740. https://doi.org/10.1016/S1352-2310(97)00101-5
Dehghani S, Moore F, Keshavarzi B, Hale BA (2017) Health risk implications of potentially toxic metals in street dust and surface soil of Tehran. Iran Ecotoxicol Environ Saf 136:92–103. https://doi.org/10.1016/j.ecoenv.2016.10.037
Doabi SA, Karami M, Afyuni M, Yeganeh M (2018) Pollution and health risk assessment of heavy metals in agricultural soil, atmospheric dust and major food crops in Kermanshah province. Iran Ecotoxicol Environ Saf 163:153–164. https://doi.org/10.1016/j.ecoenv.2018.07.057
Esmaeilbeigi M, Kalbassi MR, Seyedi J, Tayemeh MB, Moghaddam JA (2021) Intra and extracellular effects of benzo [α] pyrene on liver, gill and blood of Caspian White fish (Rutilus frissi kutum): Cyto-genotoxicity and histopathology approach. Mar Pollut Bull 163:111942. https://doi.org/10.1016/j.marpolbul.2020.111942
Esmaeilbeigi M, Behzadi Tayemeh M, Johari SA, Ghorbani F, Sourinejad I, Yu IJ (2022) In silico modeling of the antagonistic effect of mercuric chloride and silver nanoparticles on the mortality rate of zebrafish (Danio rerio) based on response surface methodology. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-022-19693-y
Faiz Y, Tufail M, Javed MT, Chaudhry MM, Naila-Siddique (2009) Road dust pollution of Cd, Cu, Ni, Pb and Zn along Islamabad Expressway. Pakistan Microchem J 92:186–192. https://doi.org/10.1016/j.microc.2009.03.009
Fergusson J, Ryan D (1984) The elemental composition of street dust from large. Sci Total Environ 34:101–116
Gunawardana C, Goonetilleke A, Egodawatta P, Dawes L, Kokot S (2012) Source characterisation of road dust based on chemical and mineralogical composition. Chemosphere 87:163–170. https://doi.org/10.1016/j.chemosphere.2011.12.012
Hu X, Zhang Y, Luo J, Wang T, Lian H, Ding Z (2011) Bioaccessibility and health risk of arsenic, mercury and other metals in urban street dusts from a mega-city, Nanjing. China. Environ Pollut 159(5):1215–1221. https://doi.org/10.1016/j.envpol.2011.01.037
Kazemi A, Esmaeilbeigi M, Ansari A, Asl AG, Mohammadzadeh B (2022a) Alterations and health risk assessment of the environmental concentration of heavy metals in the edible tissue of marine fish (Thunnus tonggol) consumed by different cooking methods. Reg Stud Mar Sci 53:102361. https://doi.org/10.1016/j.rsma.2022.102361
Kazemi A, Esmaeilbeigi M, Sahebi Z, Ansari A (2022b) Health risk assessment of total chromium in the qanat as historical drinking water supplying system. Sci Total Environ 807:150795. https://doi.org/10.1016/j.scitotenv.2021.150795
Kazemi A, Esmaeilbeigi M, Sahebi Z, Joorabian S (2022c) Hydrochemical evaluation of groundwater quality and human health risk assessment of trace elements in the largest mining district of South Khorasan, Eastern Iran. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-022-21494-2
Kim N, Fergusson J (1993) Concentrations and sources of cadmium, copper, lead and zinc in house dust in Christchurch, New Zealand. Sci Total Environ 138(1–3):1–21. https://doi.org/10.1016/0048-9697(93)90400-z
Kurt-Karakus PB (2012) Determination of heavy metals in indoor dust from Istanbul, Turkey: Estimation of the health risk. Environ Int 50:47–55. https://doi.org/10.1016/j.envint.2012.09.011
Latif MT, Yong SM, Saad A, Mohammad N, Baharudin NH, Bin Mokhtar M, Tahir NM (2014) Composition of heavy metals in indoor dust and their possible exposure: a case study of preschool children in Malaysia. Air Qual Atmos Health 7:181–193. https://doi.org/10.1007/s11869-013-0224-9
Li F, Zhang J, Huang J, Huang D, Yang J, Song Y, Zeng G (2016) Heavy metals in road dust from Xiandao District, Changsha City, China: characteristics, health risk assessment, and integrated source identification. Environ Sci Pollut Res 23:13100–13113. https://doi.org/10.1007/s11356-016-6458-y
Lisiewicz M, Heimburger R, Golimowski J (2000) Granulometry and the content of toxic and potentially toxic elements in vacuum-cleaner collected, indoor dusts of the city of Warsaw. Sci Total Environ 263(1–3):69–78. https://doi.org/10.1016/s0048-9697(00)00667
Liu E, Yan T, Birch G, Zhu Y (2014) Pollution and health risk of potentially toxic metals in urban road dust in Nanjing, a mega-city of China. Sci Total Environ 476–477:522–531. https://doi.org/10.1016/j.scitotenv.2014.01.055
Lu X, Wang L, Li LY, Lei K, Huang L, Kang D (2010) Multivariate statistical analysis of heavy metals in street dust of Baoji, NW China. J Hazard Mater 173:744–749. https://doi.org/10.1016/j.jhazmat.2009.09.001
Men C, Liu R, Xu F, Wang Q, Guo L, Shen Z (2018a) Pollution characteristics, risk assessment, and source apportionment of heavy metals in road dust in Beijing. China Sci Total Environ 612:138–147. https://doi.org/10.1016/j.scitotenv.2017.08.123
Men C, Liu R, Xu F, Wang Q, Guo L, Shen Z (2018b) Pollution characteristics, risk assessment, and source apportionment of heavy metals in road dust in Beijing, China. Sci Total Environ 612:138–147. https://doi.org/10.1016/j.scitotenv.2017.08
Mihankhah T, Saeedi M, Karbassi A (2020a) A comparative study of elemental pollution and health risk assessment in urban dust of different land-uses in Tehran’s urban area. Chemosphere 241:124984. https://doi.org/10.1016/j.chemosphere.2019.124984
Mihankhah T, Saeedi M, Karbassi A (2020b) Contamination and cancer risk assessment of polycyclic aromatic hydrocarbons (PAHs) in urban dust from different land-uses in the most populated city of Iran. Ecotoxicol Environ Saf 187:109838. https://doi.org/10.1016/j.ecoenv.2019.10983
Monavari S, Tajziehchi S, Rahimi R (2016) Solid waste management challenges in metropolitan areas of Karaj, Iran.
Müller G (1969) Index of geoaccumulation in sediments of the Rhine River. Geol J 2:109–118
Neisi A, Goudarzi G, Akbar Babaei A, Vosoughi M, Hashemzadeh H, Naimabadi A, Mohammadi MJ, Hashemzadeh B (2016) Study of heavy metal levels in indoor dust and their health risk assessment in children of Ahvaz city. Iran Toxin Rev 35:16–23. https://doi.org/10.1080/15569543.2016.1181656
Parang H, Esmaeilbeigi M (2022) Total mercury concentration in the muscle of four mostly consumed fish and associated human health risks for fishermen and non-fishermen families in the Anzali Wetland, Southern Caspian Sea. Reg Stud Mar Sci 52:102270. https://doi.org/10.1016/j.rsma.2022.102270
Phi TH, Chinh PM, Hung NT, Thai Mai Ly LK, Thai P (2017) Spatial distribution of elemental concentrations in street Dust of Hanoi, Vietnam. Bull Environ Contam Toxicol 98:277–282. https://doi.org/10.1007/s00128-016-2001-6
Qishlaqi A, Beiramali F (2019) Potential sources and health risk assessment of polycyclic aromatic hydrocarbons in street dusts of Karaj urban area, northern Iran 11 Medical and Health Sciences 1117 Public Health and Health Services. J Environ Heal Sci Eng 17:1029–1044. https://doi.org/10.1007/s40201-019-00417-3
Rasmussen P, Subramanian K, Jessiman B (2001) A multielement profile of house dust in relation to exterior dust and soils in the city of Ottawa, Canada. Sci Total Environ 267:125–140
Rehman A, Liu G, Yousaf B, Zia-ur-Rehman M, Ali MU, Rashid MS, Farooq MR, Javed Z (2020) Characterizing pollution indices and children health risk assessment of potentially toxic metal(oid)s in school dust of Lahore, Pakistan. Ecotoxicol Environ Saf 190:110059. https://doi.org/10.1016/j.ecoenv.2019.110059
Sabouhi M, Ali-Taleshi MS, Bourliva A, Nejadkoorki F, Squizzato S (2020) Insights into the anthropogenic load and occupational health risk of heavy metals in floor dust of selected workplaces in an industrial city of Iran. Sci Total Environ 744:140762. https://doi.org/10.1016/j.scitotenv.2020.140762
Sabzevari E, Sobhanardakani S (2018) Analysis of selected heavy metals in indoor dust in Khorramabad City, Iran: a case study. Jundishapur J Heal Sci, pp 4–10 (in Press). https://doi.org/10.5812/jjhs.67382
Saeedi M, Li LY, Salmanzadeh M (2012) Heavy metals and polycyclic aromatic hydrocarbons: pollution and ecological risk assessment in street dust of Tehran. J Hazard Mater 227–228:9–17. https://doi.org/10.1016/j.jhazmat.2012.04.047
Seyedi J, Kalbassi MR, Esmaeilbeigi M, Tayemeh MB, Amiri Moghadam J (2021a) Toxicity and deleterious impacts of selenium nanoparticles at supranutritional and imbalance levels on male goldfish (Carassius auratus) sperm. J Trace Elem Med Biol 66:126758. https://doi.org/10.1016/j.jtemb.2021.126758
Seyedi J, Tayemeh MB, Esmaeilbeigi M, Joo HS, Langeroudi EK, Banan A, Johari SA, Jami MJ (2021b) Fatty acid alteration in liver, brain, muscle, and oocyte of zebrafish (Danio rerio) exposed to silver nanoparticles and mitigating influence of quercetin-supplemented diet. Environ Res 194:110611. https://doi.org/10.1016/j.envres.2020.110611
Shahab A, Zhang H, Ullah H, Rashid A, Rad S, Li J, Xiao H (2020) Pollution characteristics and toxicity of potentially toxic elements in road dust of a tourist city, Guilin, China: ecological and health risk assessment☆. Environ Pollut 266:115419. https://doi.org/10.1016/j.envpol.2020.115419
Shirdel I, Kalbassi MR, Esmaeilbeigi M, Tinoush B (2020.)Disruptive effects of nonylphenol on reproductive hormones, antioxidant enzymes, and histology of liver, kidney and gonads in Caspian trout smolts. Comp Biochem Physiol C Toxicol Pharmacol 232:108756. https://doi.org/10.1016/j.cbpc.2020.108756
Tan SY, Praveena SM, Abidin EZ, Cheema MS (2016) A review of heavy metals in indoor dust and its human health-risk implications. Rev Environ Health 31:447–456. https://doi.org/10.1515/reveh-2016-0026
Tomlinson DL, Wilson JG, Harris CR, Jeffrey DW (1980) Problems in the assessment of heavy-metal levels in estuaries and the formation of a pollution index. Helgoländer Meeresuntersuchungen 33:566–575. https://doi.org/10.1007/BF02414780
Tong STY, Lam KC (2000) Home sweet home? A case study of household dust contamination in Hong Kong. Sci Total Environ 256(2–3):115–123. https://doi.org/10.1016/s0048-9697(00)00471
Veisi S, Johari SA, Tyler CR, Mansouri B, Esmaeilbeigi M (2021) Antioxidant properties of dietary supplements of free and nanoencapsulated silymarin and their ameliorative effects on silver nanoparticles induced oxidative stress in Nile tilapia (Oreochromis niloticus). Environ Sci Pollut Res 28:26055–26063. https://doi.org/10.1007/s11356-021-12568-8
Velázquez-Gómez M, Lacorte S (2020) Organic pollutants in indoor dust from Ecuadorian Amazonia areas affected by oil extractivism. Environ Res 186:109499. https://doi.org/10.1016/j.envres.2020.109499
Wei X, Gao B, Wang P, Zhou H, Lu J (2015) Pollution characteristics and health risk assessment of heavy metals in street dusts from different functional areas in Beijing. China Ecotoxicol Environ Saf 112:186–192. https://doi.org/10.1016/j.ecoenv.2014.11.005
Wu Y, Li G, Yang Y, An T (2019) Pollution evaluation and health risk assessment of airborne toxic metals in both indoors and outdoors of the Pearl River Delta. China Environ Res 179:108793. https://doi.org/10.1016/j.envres.2019.108793
Xing W, Yang H, Ippolito JA, Zhang Y, Scheckel KG, Li L (2020) Lead source and bioaccessibility in windowsill dusts within a Pb smelting-affected area. Environ Pollut 266:115110. https://doi.org/10.1016/j.envpol.2020.115110
Zhang C, Qiao Q, Appel E, Huang B (2012) Discriminating sources of anthropogenic heavy metals in urban street dusts using magnetic and chemical methods. J Geochemical Explor 119–120:60–75. https://doi.org/10.1016/j.gexplo.2012.06.014
Zhao X, Li Z, Wang D, Tao Y, Qiao F, Lei L, Huang J, Ting Z (2021) Characteristics, source apportionment and health risk assessment of heavy metals exposure via household dust from six cities in China. Sci Total Environ 762:143126. https://doi.org/10.1016/j.scitotenv.2020.143126
Zheng N, Liu J, Wang Q, Liang Z (2010) Health risk assessment of heavy metal exposure to street dust in the zinc smelting district, Northeast of China. Sci Total Environ 408:726–733. https://doi.org/10.1016/j.scitotenv.2009.10.075
Zhou L, Liu G, Shen M, Hu R, Sun M, Liu Y (2019) Characteristics and health risk assessment of heavy metals in indoor dust from different functional areas in Hefei, China. Environ Pollut 251:839–849. https://doi.org/10.1016/j.envpol.2019.05.05
Zhou L, Liu G, Shen M, Liu Y, Lam PKS (2021) Characteristics of indoor dust in an industrial city: comparison with outdoor dust and atmospheric particulates. Chemosphere 272:129952. https://doi.org/10.1016/j.chemosphere.2021.129952
Acknowledgements
The authors would like to express their appreciation to Islamic Azad University, Science and Research Branch because of technical and laboratorial support. They are also thankful to Dr. Ali Kazemi and Dr. Zahra Sahebi the supervisor and head of Arvin Zist Pooya Lab for their support.
Funding
They also declare that they have not received any financial support or grant to conduct this research.
Author information
Authors and Affiliations
Contributions
Shokoofeh Sajedi Sabegh: Conceptualization, Investigation, Methodology, Writing–original draft, Nabiollah Mansouri: Validation, Supervision, Project administration, Data curation, Lobat Taghavi: Visualization Resources, Formal analysis, Funding acquisition Resources, Seyed Alireza Mirzahosseini: Software analysis, Graphical, Writing—review & editing.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare no conflict of interest that could influence the work reported in this paper.
Additional information
Editorial responsibility: Samareh Mirkia.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Sajedi Sabegh, S., Mansouri, N., Taghavi, L. et al. Pollution status, origin, and health risk assessment of toxic metals in deposited indoor and outdoor urban dust. Int. J. Environ. Sci. Technol. 20, 2471–2486 (2023). https://doi.org/10.1007/s13762-022-04530-z
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s13762-022-04530-z