TY - JOUR
T1 - Health risk assessment of the European inhabitants exposed to contaminated ambient particulate matter by potentially toxic elements
AU - Broomandi, Parya
AU - Rodríguez-Seijo, Andrés
AU - Janatian, Nasime
AU - Fathian, Aram
AU - Tleuken, Aidana
AU - Mohammadpour, Kaveh
AU - Galán-Madruga, David
AU - Jahanbakhshi, Ali
AU - Kim, Jong Ryeol
AU - Satyanaga, Alfrendo
AU - Bagheri, Mehdi
AU - Morawska, Lidia
N1 - Funding Information:
The authors acknowledge the financial support for the NU project ( Nazarbayev Research Fund SOE2017004 & 11022021CRP1512 & OPCO2021003 ). This research was also supported by the CIIMAR Strategic Funding UIDB/04423/2020 , UIDP/04423/2020 through national funds provided by the Portuguese Foundation for Science and Technology (FCT) and MCTES and the co-funding by the FEDER , within the PT2020 Partnership Agreement and Compete 2020. Andrés Rodríguez-Seijo would like to acknowledge the FCT and CIIMAR for their contract under the Scientific Employment Stimulus-Individual 2017 program ( CEECIND/03794/2017 ) and MCIN/AEI/UVigo for their contract under the “Actuación financiada por IJC2020-044197-I/MCIN/AEI/10.13039/501100011033 y por la Unión Europea NextGenerationEU”/PRTR.
Publisher Copyright:
© 2023 Elsevier Ltd
PY - 2023/4/15
Y1 - 2023/4/15
N2 - PM10-associated potential toxic elements (PTEs) can enter the respiratory system and cause health problems. In the current study, the health risk indices caused by PM10 inhalation by adults, children, and infants in 158 European cities between 2013 and 2019 were studied to determine if Europeans were adversely affected by carcinogenic and non-carcinogenic factors or not. The Mann–Kendall trend test examined PM10's increasing or decreasing trend. Random Forest analysis was also used to analyse meteorological factors affecting PM10 in Europe. Hazard quotient and cancer risk were estimated using PM10-associated PTEs. Our results showed a decline in continental PM10 concentrations. The correlation between PM10 concentrations and temperature (−0.40), PBLH (−0.39), and precipitation were statistically strong (−0.21). The estimated Pearson correlation coefficients showed a statistically strong positive correlation between As & Pb, As & Cd, and Cd & Pb during 2013–2019, indicating a similar origin. PTEs with hazard quotients below one, regardless of subpopulation type, posed no noncancerous risk to Europeans. The hazard quotient values positively correlated with time, possibly due to elevated PTE levels. In our study on carcinogen pollution in Europe between 2013 and 2019, we found unacceptable levels of As, Cd, Ni, and Pb among adults, children, and infants. Carcinogenic risk rates were highest for children, followed by infants, adult women, and adult men. Therefore, besides monitoring and mitigating PM concentrations, effective control of PM sources is also needed.
AB - PM10-associated potential toxic elements (PTEs) can enter the respiratory system and cause health problems. In the current study, the health risk indices caused by PM10 inhalation by adults, children, and infants in 158 European cities between 2013 and 2019 were studied to determine if Europeans were adversely affected by carcinogenic and non-carcinogenic factors or not. The Mann–Kendall trend test examined PM10's increasing or decreasing trend. Random Forest analysis was also used to analyse meteorological factors affecting PM10 in Europe. Hazard quotient and cancer risk were estimated using PM10-associated PTEs. Our results showed a decline in continental PM10 concentrations. The correlation between PM10 concentrations and temperature (−0.40), PBLH (−0.39), and precipitation were statistically strong (−0.21). The estimated Pearson correlation coefficients showed a statistically strong positive correlation between As & Pb, As & Cd, and Cd & Pb during 2013–2019, indicating a similar origin. PTEs with hazard quotients below one, regardless of subpopulation type, posed no noncancerous risk to Europeans. The hazard quotient values positively correlated with time, possibly due to elevated PTE levels. In our study on carcinogen pollution in Europe between 2013 and 2019, we found unacceptable levels of As, Cd, Ni, and Pb among adults, children, and infants. Carcinogenic risk rates were highest for children, followed by infants, adult women, and adult men. Therefore, besides monitoring and mitigating PM concentrations, effective control of PM sources is also needed.
KW - Air pollution
KW - Cancer risk
KW - Europe
KW - Health risks
KW - Inhalation
KW - Particulate matter
KW - Potential toxic elements (PTEs)
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U2 - 10.1016/j.envpol.2023.121232
DO - 10.1016/j.envpol.2023.121232
M3 - Article
C2 - 36775135
AN - SCOPUS:85148707426
SN - 0269-7491
VL - 323
JO - Environmental Pollution
JF - Environmental Pollution
M1 - 121232
ER -