Abstract
Emerging pollutants, nitro-polycyclic aromatic hydrocarbons (NPAHs), and halogenated PAHs (HPAHs), in atmospheric fine particulate matter (PM2.5) in four cities (Taiyuan, Yangquan, Changzhi, and Jincheng) during the non-heating and heating periods of Shanxi province, China, in 2020, were monitored to investigate their pollution characteristics and potential health risk. The exposure levels of PM2.5-bound ∑16PAHs, ∑13NPAHs, ∑6ClPAHs, and ∑7BrPAHs during the heating period ascended compared to the non-heating period. 2N-Nap, 1N-Nap, 2N-Fle, and 9N-Phe were primary monomers in NPAHs with higher concentrations, while higher levels of 2Br-Fle, 2Cl-Ant, and 9Cl-Phe were in HPAHs. Toxic equivalency quotients (TEQs), incremental lifetime cancer risk (ILCR), and loss of life expectancy (LLE) results suggested that PM2.5-bound PAHs during the heating periods posed a potential carcinogenic risk. The ILCR and loss of life expectancy (LLE) values of PM2.5-bound PAHs showed a similar decreasing trend with an order: adults (age 30–70) > toddler >adults (age 18–30) > teenagers > children >baby. The TEQ and ILCR values of ∑13NPAHs and ∑13HPAHs in PM2.5 were far below the safety threshold, indicating no obvious cancer risks. The pollution of PM2.5-bound PAHs, NPAHs, and HPAHs and potential health risks in Yangquan and Changzhi was more serious compared to Taiyuan and Jincheng.
Similar content being viewed by others
Data availability
The data presented in this study are available in the article’s accompanying Supplementary Materials.
Abbreviations
- HPAHs:
-
halogenated-PAHs
- LLE:
-
loss of life expectancy
- ILCR:
-
incremental lifetime cancer risk
- NPAHs:
-
nitro-PAHs
- 9-NAnt:
-
9-nitroanthracene
- 1-NFlu:
-
1-nitrofluoranthene
- 1N-Pyr:
-
1-nitropyrene
- 6N-Chr:
-
6-nitrochrysene
- 3-NPhe:
-
3-nitrophenanthrene
- PAHs:
-
polycyclic aromatic hydrocarbons
- PBDEs:
-
polybrominated diphenyl ethers
- PM2.5 :
-
fine particulate matter
- TEQ:
-
toxic equivalency quotient.
References
Albinet A, Leoz-Garziandia E, Budzinski H et al (2007) Polycyclic aromatic hydrocarbons (PAHs), nitrated PAHs and oxygenated PAHs in ambient air of the Marseilles area (South of France): concentrations and sources. Sci Total Environ 384(1-3):280–292. https://doi.org/10.1016/j.scitotenv.2007.04.028
Bao GQ (2005) Adsorption and characterization of natural PAHs on particulate matter. Nankai University, Tianjin, China
Ciccioli P, Cecinato A, Brancaleoni E et al (1996) Formation and transport of 2-nitrofluoranthene and 2-nitropyrene of photochemical origin in the troposphere. J Geophys Res Atmos 101:19567e19581. https://doi.org/10.1029/95JD02118
Chang J, Shen J, Tao J et al (2019) The impact of heating season factors on eight PM2.5-bound polycyclic aromatic hydrocarbon (PAH) concentrations and cancer risk in Beijing. Sci Total Environ 688:1413–1421. https://doi.org/10.1016/j.scitotenv.2019.06.149
Chang CL, Chen HT et al (2023) Gas-phase and PM2.5-bound phthalates in nail salons: characteristics, exposure via inhalation, and influencing factors. Environ Sci Pollut Res Int 30(3):6146–6158. https://doi.org/10.1007/s11356-022-22606-8
Chang J (2022) Analysis on the changing trend and causes of ambient air quality in Yangquan during the 13th five-year plan period. Energy Conserv Environ Protect 01:42–44
Chen Y, Chen Y, Zhang Y et al (2019) Determination of HFRs and OPFRs in PM2.5 by ultrasonic-assisted extraction combined with multi-segment column purification and GC-MS/MS. Talanta 194:320–328. https://doi.org/10.1016/j.talanta.2018.10.025
Degrendele C, Kanduč T, Kocman D et al (2021) NPAHs and OPAHs in the atmosphere of two central European cities: seasonality, urban-to-background gradients, cancer risks and gas-to-particle partitioning. Sci Total Environ 793:148528. https://doi.org/10.1016/j.scitotenv.2021.148528
Fang B, Zhang L, Zeng H et al (2020) PM2.5-bound polycyclic aromatic hydrocarbons: sources and health risk during non-heating and heating periods (Tangshan, China). Inter J Environ Res. Public Health 17(2):483–483. https://doi.org/10.3390/ijerph17020483
Fu P, Guo X, Cheung FMH et al (2019) The association between PM2.5 exposure and neurological disorders: a systematic review and meta-analysis. Sci Total Environ 655:1240–1248. https://doi.org/10.1016/j.scitotenv.2018.11.218
Hayakawa K (2016) Environmental behaviors and toxicities of polycyclic aromatic hydrocarbons and nitropolycyclic aromatic hydrocarbons. Chem Pharm Bull (Tokyo) 64(2):83–94. https://doi.org/10.1248/cpb.c15-00801
IARC (2012) Diesel and gasoline engine exhausts and some nitroarenes. IARC Monograph Eval Carcinogenic Risk Human 105:1–703
Jin R, Liu G, Zheng M et al (2017) Congener-specific determination of ultratrace levels of chlorinated and brominated polycyclic aromatic hydrocarbons in atmosphere and industrial stack gas by isotopic dilution gas chromatography/high resolution mass spectrometry method. J Chromatogr A 1509:114–122. https://doi.org/10.1016/j.chroma.2017.06.022
Jin R, Zheng M, Lammel G et al (2020) Chlorinated and brominated polycyclic aromatic hydrocarbons: sources, formation mechanisms, and occurrence in the environment. Prog Energy Combust Sci 76:100803. https://doi.org/10.1016/j.pecs.2019.100803
Kalisa E, Nagato EG, Bizuru E et al (2018) Characterization and risk assessment of atmospheric PM2.5 and PM10 particulate-bound PAHs and NPAHs in Rwanda, Central-East Africa. Environ Sci Technol 52(21):12179–12187. https://doi.org/10.1021/acs.est.8b03219
Kawatsu Y, Masih J, Ohura T (2022) Occurrences and potential sources of halogenated polycyclic aromatic hydrocarbons associated with PM2.5 in Mumbai, India. Environ Toxicol Chem 41(2):312–320. https://doi.org/10.1002/etc.5211
Li G, Huang J, Wang J et al (2021) Long-term exposure to ambient PM2.5 and increased risk of CKD prevalence in China. J Am Soc Nephrol 32(2):448–458. https://doi.org/10.1681/ASN.2020040517
Li R, Kou X, Geng H et al (2014) Pollution characteristics of ambient PM2.5-bound PAHs and NPAHs during winter time in Taiyuan. Chin Chem Lett 25:663–666. https://doi.org/10.1016/j.cclet.2014.03.032
Li Y, Chen L, Ngoc DM et al (2015) Polybrominated diphenyl ethers (PBDEs) in PM2.5, PM10, TSP and gas phase in office environment in Shanghai, China: occurrence and human exposure. PloS one 10(3):e0119144. https://doi.org/10.1371/journal.pone.0119144
Li Y (2013) Distribution of particulate and gas-phase polycyclic aromatic hydrocarbons in the atmosphere of Beijing. Beijing Technology and Business University, Beijing: China
Liu D, Lin T, Syed JH et al (2017) Concentration, source identification, and exposure risk assessment of PM2.5-bound parent PAHs and nitro-PAHs in atmosphere from typical Chinese cities. Sci Rep 7(1):10398. https://doi.org/10.1038/s41598-017-10623-4
Lu W, Yang L, Chen J et al (2016) Identification of concentrations and sources of PM2.5-bound PAHs in North China during haze episodes in 2013. Air Qual Atmosphere Health 9(7):823–833. https://doi.org/10.1007/s11869-015-0386-8
Luo H, Zhang Q, Yu K et al (2022) Long-term exposure to ambient air pollution is a risk factor for trajectory of cardiometabolic multimorbidity: a prospective study in the UK Biobank. eBioMedicine 84:104282. https://doi.org/10.1016/j.ebiom.2022.104282
Luo Y, Zhang BQ, Ren XQ et al (2017) Advances in the researches on the occurrence and toxicity of chlorinated polycyclic aromatic hydrocarbons. Asian J Ecotoxicol 12(3):120–134. https://doi.org/10.7524/AJE.1673-5897.20170112001
Ma J, Chen ZY, Wu MH et al (2013) Airborne PM2.5/PM10 associated chlorinated polycyclic aromatic hydrocarbons and their parent compounds in a suburban area in Shanghai, China. Environ Sci Technol 47(14):7615–7623. https://doi.org/10.1021/es400338h
Ma X, Xiao Z, He L et al (2019) Chemical composition and source apportionment of PM2.5 in urban areas of Xiangtan, central south China. Int J Environ Res Public Health 16(4):539. https://doi.org/10.3390/ijerph16040539
Mallah MA, Changxing L, Mallah MA et al (2022) Polycyclic aromatic hydrocarbon and its effects on human health: an overview. Chemosphere 296:133948. https://doi.org/10.1016/j.chemosphere.2022.133948
Masselot P, Sera F, Schneider R et al (2022) Differential mortality risks associated with PM2.5 components: a multi-country, multi-city study. Epidemiology 33(2):167–175. https://doi.org/10.1097/EDE.0000000000001455
Miyake Y, Tokumura M, Wang Q et al (2017) Mechanism of formation of chlorinated pyrene during combustion of polyvinyl chloride. Environ Sci Technol 51:14100–14106. https://doi.org/10.1021/acs.est.7b04854
Ohura T, Morita M, Makino M et al (2007) Aryl hydrocarbon receptor-mediated effects of chlorinated polycyclic aromatic hydrocarbons. Chem Res Toxicol 20(9):1237–1241. https://doi.org/10.1021/tx700148b
Ohura T, Sawada K, Amagai T et al (2009) Discovery of novel halogenated polycyclic aromatic hydrocarbons in urban particulate matters: occurrence, photostability, and AhR activity. Environ Sci Technol 43(7):2269–2275. https://doi.org/10.1021/es803633d
Oishi R, Imai Y, Ikemori F et al (2019) Traffic source impacts on chlorinated polycyclic aromatic hydrocarbons in PM2.5 by short-range transport. Atmos Environ 216:116944. https://doi.org/10.1016/j.atmosenv.2019.116944
Ringuet J, Albinet A, Leoz-Garziandia E et al (2012) Diurnal/nocturnal concentrations and sources of particulate-bound PAHs, OPAHs and NPAHs at traffic and suburban sites in the region of Paris (France). Sci Total Environ 437:297–305. https://doi.org/10.1016/j.scitotenv.2012.07.072
Sei K, Wang Q, Tokumura M et al (2021) Occurrence, potential source, and cancer risk of PM2.5-bound polycyclic aromatic hydrocarbons and their halogenated derivatives in Shizuoka, Japan, and Dhaka, Bangladesh. Environ Res 196:110909. https://doi.org/10.1016/j.envres.2021.110909
Sharma SK, Mandal TK, Jain S et al (2016) Source apportionment of PM2.5 in Delhi, India using PMF model. Bull Environ Contam Toxicol 97(2):286–293. https://doi.org/10.1007/s00128-016-1836-1
Shi J, Xu C, Xiang L et al (2020) Tris(2,4-di-tert-butylphenyl) phosphate: an unexpected abundant toxic pollutant found in PM2.5. Environ Sci Technol 54:10570–10576. https://doi.org/10.1021/acs.est.0c03709
Song G, Hu J, Cui M et al (2019) Distribution, source and health risk assessment of polycyclic aromatic hydrocarbons (PAHs) in PM2.5 in Beijing Olympic Park in heating and non-heating seasons. Chinese J Ecol 38(11):3400–3407
Sun JL, Chang WJ, Chen ZX et al (2015) Pollution of halogenated polycyclic aromatic hydrocarbons in atmospheric particulate matters of Shenzhen. Environ Sci 36(05):1513–1522. https://doi.org/10.13227/j.hjkx.2015.05.001
Tang N, Hattori T, Taga R et al (2005) Polycyclic aromatic hydrocarbons and nitropolycyclic aromatic hydrocarbons in urban air particulates and their relationship to emission sources in the Pan-Japan Sea countries. Atmos Environ 39:5817e5826. https://doi.org/10.1016/j.atmosenv.2005.06.018
Tang N, Sato K, Tokuda T et al (2014) Factors affecting atmospheric 1-,2-nitropyrenes and 2-nitrofluoranthene in winter at Noto peninsula, a remote background site, Japan. Chemosphere 107:324e330. https://doi.org/10.1016/j.chemosphere.2013.12.077
Toriba A, Hayakawa K (2021) What is necessary for next-generation atmospheric environmental standards? Recent research trends for PM2.5-bound polycyclic aromatic hydrocarbons and their derivatives. Biomed Chromatogr 35(1):e5038. https://doi.org/10.1002/bmc.5038
USEPA (United States Environmental Protection Agency) (2005) Guidelines for carcinogenic risk assessment. Available from: http://www.epa.gov/raf/publications/pdfs/CANCER_GUIDELINES_FINAL_3-25-05PDF.
Ventafridda V, Tamburini M, Caraceni A et al (1987) A validation study of the WHO method for cancer pain relief. Cancer 59:850–856
Wang W, Jariyasopit N, Schrlau J et al (2011) Concentration and photochemistry of PAHs, NPAHs, and OPAHs and toxicity of PM2.5 during the Beijing Olympic Games. Environ Sci Technol 45(16):6887–6895. https://doi.org/10.1021/es201443z
Wang Y, Qi A, Wang P et al (2022a) Temporal profiles, source analysis, and health risk assessments of parent polycyclic aromatic hydrocarbons (PPAHs) and their derivatives (NPAHs, OPAHs, ClPAHs, and BrPAHs) in PM2.5 and PM1.0 from the eastern coastal region of China: urban coastal area versus coastal background area. Chemosphere 292:133341. https://doi.org/10.1016/j.chemosphere.2021.133341
Wang P, Qi A, Huang Q et al (2022b) Spatial and temporal variation, source identification, and toxicity evaluation of brominated/chlorinated/nitrated/oxygenated-PAHs at a heavily industrialized area in eastern China. Sci Total Environ 822:153542. https://doi.org/10.1016/j.scitotenv.2022.153542
Xu HP, Zhang JY, Zhang ZJ et al (2007) A specific method of quantitative assessing the environment health risk: Loss of life expectancy. J Agro-Environ Sci 26(4):1579–1584. https://doi.org/10.3321/j.issn:1672-2043.2007.04.075
Yang L, Zhang L, Chen L et al (2021) Polycyclic aromatic hydrocarbons and nitro-polycyclic aromatic hydrocarbons in five East Asian cities: seasonal characteristics, health risks, and yearly variations. Environ Pollut 287:117360. https://doi.org/10.1016/j.envpol.2021.117360
Yin S (2022) Exploring the relationships between ground-measured particulate matter and satellite-retrieved aerosol parameters in China. Environ Sci Pollut Res Int 29(29):44348–44363. https://doi.org/10.1007/s11356-022-19049-6
Zhang L, Morisaki H, Wei Y et al (2020) PM2.5-bound polycyclic aromatic hydrocarbons and nitro-polycyclic aromatic hydrocarbons inside and outside a primary school classroom in Beijing: concentration, composition, and inhalation cancer risk. Sci Total Environ 705:135840. https://doi.org/10.1016/j.scitotenv.2019.135840
Zhang M, Feng G, Yin W et al (2017) Airborne PCDD/Fs in two e-waste recycling regions after stricter environmental regulations. J Environ Sci 62:3–10. https://doi.org/10.1016/j.jes.2017.07.009
Zhang M, Xie J, Wang Z et al (2016) Determination and source identification of priority polycyclic aromatic hydrocarbons in PM2.5 in Taiyuan, China. xAtmos Res 178-179:401–414. https://doi.org/10.1016/j.atmosres.2016.04.005
Zhang Y, Li R, Fang J et al (2018) Simultaneous determination of eighteen nitro-polyaromatic hydrocarbons in PM2.5 by atmospheric pressure gas chromatography-tandem mass spectrometry. Chemosphere 198:303–310. https://doi.org/10.1016/j.chemosphere.2018.01.131
Zhao Y, Feng L, Wang Y et al (2020) Study on pollution characterization and source apportionment of daytime and nighttime PM2.5 samples in an urban residential community in different weather conditions. Bull Environ Contam Toxicol 104(5):673–681. https://doi.org/10.1007/s00128-020-02828-7
Zhou BH, Zhang CZ, Wang GH (2012) Seasonal variation and health risk assessment of atmospheric polycyclic aromatic hydrocarbons (PAHs) in the urban area of Xi'an. Acta Sci Circum 32(9):2324–2331
Funding
This work was supported by the National Natural Science Foundation of China (No. 22176116), the Project on Social Development by the Shanxi Science and Technology Department (201903D321079), and the Hundred Talents Program of Shanxi Province in China (2017-7).
Author information
Authors and Affiliations
Contributions
Zhiping Li: data obtaining and curation, component measurement, writing — original draft. Qianlong Hao: data analysis, writing — original draft. Jianwei Yue: particle sampling, component measurement. Jie Qin: data analysis. Chuan Dong: particle sampling. Yong Li: component measurement. Ken Kin Lam Yung: writing — reviewing, project administration. Ruijin Li: conceptualization, supervision, project administration.
Corresponding authors
Ethics declarations
Ethics approval and consent to participate
Not applicable.
Consent for publication
Not applicable.
Conflict of interest
The authors declare no competing interests.
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
ESM 1
Fig. S1 Statistics of economic, energy, industrial and environmental indicators in typical areas of Shanxi province in 2019. Fig. S2 Spatial variation of PM2.5 concentration during the non-heating period in typical areas of Shanxi province. Fig. S3 Spatial variation of PM2.5 concentration during the heating period in typical areas of Shanxi province. Fig. S4 Ternary diagram of PAHs in PM2.5 during the non-heating period (left) and heating period (right) in typical areas of Shanxi province. Table S1 Pretreatment process for PM2.5 sampling membrane and PAHs, NPAHs, and HPAHs measurement. Table S2 Abbreviations and qualitative characteristic ions of PAHs, NPAHs, and HPAHs. Table S3 Analytical methods for PAHs, NPAHs, and HPAHs. Table S4 Recoveries of analysis methods for PAHs, NPAHs, and HPAHs. Table S5 PAHs and NPAHs characteristic ratio method indicates the source. Table S6 Parameters used in the TEQ calculation formula. Table S7 Parameters used in the ILCR calculation formula (DOCX 1444 kb)
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
Li, Z., Hao, Q., Yue, J. et al. Pollution characteristics and health risk assessment of PM2.5-bound polycyclic aromatic hydrocarbons (PAHs), nitro-PAHs, and halogenated-PAHs in Shanxi, China. Air Qual Atmos Health 17, 723–735 (2024). https://doi.org/10.1007/s11869-023-01475-1
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11869-023-01475-1