Abstract
Increased industrialization and consumption of fossil fuels in the Metropolitan Region of São Paulo (MRSP), Brazil, have caused a growth of the particulate matter emissions to the atmosphere and an increase in population health problems. Particulate and gaseous phase samples were collected in different short campaigns (2015, 2016, and 2017) near an urban-industrial area. Organic carbon (OC), elemental carbon (EC), polycyclic aromatic hydrocarbons (PAH), and its derivatives (nitro and oxy-PAH), n-alkanes, hopanes, and pesticides were determined. The Salmonella/microsome test confirmed the mutagenic activity of these samples. Among PAH, benzo(a)pyrene was detected as one of the most abundant compounds. Benzo(a)pyrene equivalent concentrations for PAH and nitro-PAH, and the associated risk of lung cancer, showed values above those recommended in the literature. The profile of n-alkanes confirmed the predominance of anthropogenic sources. Pesticide concentrations and estimated risks, such as the daily inhalation exposure and hazard quotient, suggest that exposure to these compounds in this area may be dangerous to human health.
Similar content being viewed by others
Data Availability
All data generated or analyzed during this study are included in this article.
References
Agudelo-Castañeda DM, Teixeira EC (2014) Seasonal changes, identification and source apportionment of PAH in PM1.0. Atmos Environ 96:186–200. https://doi.org/10.1016/j.atmosenv.2014.07.030
Albinet A, Leoz-Garziandia E, Budzinski H, Villenave E, Jaffrezo JL (2008) Nitrated and oxygenated derivatives of polycyclic aromatic hydrocarbons in the ambient air of two French alpine valleys. Part 1: concentrations, sources and gas/particle partitioning. Atmos Environ 42:43–54. https://doi.org/10.1016/j.atmosenv.2007.10.009
Alves CA, Oliveira CC, Martins N, Mirante F, Caseiro A, Pio C, Matos M, Silva HF, Oliveira CC, Camões F (2016) Road tunnel, roadside, and urban background measurements of aliphatic compounds in size-segregated particulate matter. Atmos Res 168:139–148. https://doi.org/10.1016/j.atmosres.2015.09.007
Alves CA, Vicente AM, Rocha S, Vasconcellos P (2017) Hopanoid hydrocarbons in PM10 from road tunnels in São Paulo, Brazil. Air Qual Atmosph Health 10:799–807. https://doi.org/10.1007/s11869-017-0462-3
Ames BN, Joyce M, Yamasaki E (1975) Methods for detecting carcinogens and mutagens with. Mutat Res 31:347–363
Andersson JT, Achten C (2015) Time to say goodbye to the 16 EPA PAHs? Toward an up-to-date use of PACs for environmental purposes. Polycyclic Aromat Compd 35:330–354. https://doi.org/10.1080/10406638.2014.991042
Andreou G, Rapsomanikis S (2009) Origins of n-alkanes, carbonyl compounds and molecular biomarkers in atmospheric fine and coarse particles of Athens, Greece. Sci Total Environ 407:5750–5760. https://doi.org/10.1016/j.scitotenv.2009.07.019
ANVISA, 2017. Listas de ingredientes ativos com uso autorizado e banidos no Brasil. URL http://portal.anvisa.gov.br/rss/-/asset_publisher/Zk4q6UQCj9Pn/content/consulta-publica-sobre-avaliacao-toxicologi-1/219201?inheritRedirect=false (accessed 8.13.19).
Bernstein L, Kaldor J, McCann J, Pike MC (1982) An empirical approach to the statistical analysis of mutagenesis data from the Salmonella test. Mutation Research 97:267–281. https://doi.org/10.1016/0165-1161/82/0000-0000
Bombardi LM (2017) Geografia do uso de Agrotóxicos no Brasil e Conexões com a União Européia, 1st edn. FFLCH-USP, São Paulo
Boonyatumanond R, Murakami M, Wattayakorn G, Togo A, Takada H (2007) Sources of polycyclic aromatic hydrocarbons (PAHs) in street dust in a tropical Asian mega-city, Bangkok, Thailand. Sci Total Environ 384:420–432. https://doi.org/10.1016/j.scitotenv.2007.06.046
Bost FD, Frontera-Suau R, McDonald TJ, Peters KE, Morris PJ (2001) Aerobic biodegradation of hopanes and norhopanes in Venezuelan crude oils. Org Geochem 32:105–114. https://doi.org/10.1016/S0146-6380(00)00147-9
Brito J, Rizzo LV, Herckes P, Vasconcellos PC, Caumo SES, Fornaro A, Ynoue RY, Artaxo P, Andrade MF (2013) Physical–chemical characterization of the particulate matter inside two road tunnels in the São Paulo Metropolitan Area. Atmos Chem Phys 13:12199–12213. https://doi.org/10.5194/acp-13-12199-2013
Callén MS, Iturmendi A, López JM (2014) Source apportionment of atmospheric PM2.5-bound polycyclic aromatic hydrocarbons by a PMF receptor model. Assessment of potential risk for human health. Environ Pollut 195:167–177. https://doi.org/10.1016/j.envpol.2014.08.025
Castro LM, Pio CA, Harrison RM, Smith DJT (1999) Carbonaceous aerosol in urban and rural European atmospheres: estimation of secondary organic carbon concentrations. Atmos Environ 33:2771–2781. https://doi.org/10.1016/S1352-2310(98)00331-8
Caumo S, Vicente A, Custódio D, Alves C, Vasconcellos P (2018) Organic compounds in particulate and gaseous phase collected in the neighbourhood of an industrial complex in São Paulo (Brazil). Air Qual Atmos Health 11:271–283. https://doi.org/10.1007/s11869-017-0531-7
Caumo S (2020) Caracterização química e determinação do potencial oxidativo em material particulado atmosférico coletado perto de uma área industrial na região metropolitana de São Paulo. Universidade de São Paulo.
Ciccioli P, Cecinato A, Brancaleoni E, Frattoni M, Zacchei P, Miguel AH, Vasconcellos PDC (1996) Formation and transport of 2-nitrofluoranthene and 2-nitropyrene of photochemical origin in the troposphere. J Geophys Res 101:19567. https://doi.org/10.1029/95JD02118
Claxton LD, Matthews PP, Warren SH (2004) The genotoxicity of ambient outdoor air, a review: Salmonella mutagenicity. Mutation Research - Reviews in Mutation Research 567:347–399. https://doi.org/10.1016/j.mrrev.2004.08.002
CONAMA (2018) RESOLUÇÃO No 491 ("Padrões Nacionais de Qualidade do Ar").
Coronas MV, Horn RC, Ducatti A, Rocha JV, Vargas VMF (2008) Mutagenic activity of airborne particulate matter in a petrochemical industrial area. Gen Toxicol Environ Mutagen 650:196–201. https://doi.org/10.1016/j.mrgentox.2007.12.002
Coscollà C, Yusà V (2016) Pesticides and agricultural air quality. Compr Anal Chem 73:423–490. https://doi.org/10.1016/BS.COAC.2016.04.012
de Oliveira Alves N, Brito J, Caumo S, Arana A, de Souza Hacon S, Artaxo P, Hillamo R, Teinilä K, Batistuzzo de Medeiros SR, de Castro Vasconcellos P (2015) Biomass burning in the Amazon region: aerosol source apportionment and associated health risk assessment. Atmos Environ 120:277–285. https://doi.org/10.1016/j.atmosenv.2015.08.059
de Oliveira Galvão MF, de Oliveira Alves N, Ferreira PA, Caumo S, de Castro Vasconcellos P, Artaxo P, de Souza Hacon S, Roubicek DA, Batistuzzo de Medeiros SR (2017) Biomass burning particles in the Brazilian Amazon region: mutagenic effects of nitro and oxy-PAHs and assessment of health risks. Environ Pollut 233:960–970. https://doi.org/10.1016/j.envpol.2017.09.068
de Umbuzeiro GA, Franco A, Magalhães D, de Castro FJV, Kummrow F, Rech CM, Carvalho LRF, de Vasconcellos PC (2008) A preliminary characterization of the mutagenicity of atmospheric particulate matter collected during sugar cane harvesting using the Salmonella / microsome microsuspension assay. Environ Molec Mutagen 49:249–255. https://doi.org/10.1002/em.20378
de Umbuzeiro GA, Kummrow F, Morales DA, Alves DKM, Lim H, Jarvis IWH, Bergvall C, Westerholm R, Stenius U, Dreij K (2014) Sensitivity of Salmonella YG5161 for detecting PAH-associated mutagenicity in air particulate matter. Environ Molec Mutagen 55:510–517. https://doi.org/10.1002/em.21861
Delclos KB, El-Bayoumy K, Casciano DA, Walker RP, Kadlubar FF, Hecht SS, Shivapurkar N, Mandal S, Stoner GD (1989) Metabolic activation of 6-nitrochrysene in explants of human bronchus and in isolated rat hepatocytes. Can Res 49:2909–2913
Du Four VA, Janssen CR, Brits E, Van Larebeke N (2005) Genotoxic and mutagenic activity of environmental air samples from different rural, urban and industrial sites in Flanders, Belgium. Mut Res - Gen Toxicol Environ Mutagen 588:106–117. https://doi.org/10.1016/j.mrgentox.2005.09.007
Feretti D, Pedrazzani R, Ceretti E, Dal Grande M, Zerbini I, Viola GCV, Gelatti U, Donato F, Zani C (2019) “Risk is in the air”: polycyclic aromatic hydrocarbons, metals and mutagenicity of atmospheric particulate matter in a town of Northern Italy (Respira study). Mutat Res - Gen Toxicol Environ Mutagen 842:35–49. https://doi.org/10.1016/j.mrgentox.2018.11.002
Forman HJ, Finch CE (2018) A critical review of assays for hazardous components of air pollution. Free Radic Biol Med 117:202–217. https://doi.org/10.1016/j.freeradbiomed.2018.01.030
Fuzzi S, Gilardoni S, Kokhanovsky AA, Di Nicolantonio W, Mukai S, Sano I, Nakata M, Tomasi C, Lanconelli C (2016) Aerosol and air quality. Atmosph Aerosols 2016:553–596. https://doi.org/10.1002/9783527336449.ch9
Gori G, Carrieri M, Scapellato ML, Parvoli G, Ferrara D, Rella R, Sturaro A, Bartolucci GB (2009) 2-Methylanthraquinone as a marker of occupational exposure to teak wood dust in boatyards. Ann Occup Hyg 53:27–32. https://doi.org/10.1093/annhyg/men069
Guttenplan JB, Zhao ZL, Kosinska W, Norman RG, Krzeminski J, Sun YW, Amin S, El-Bayoumy K (2007) Comparative mutational profiles of the environmental mammary carcinogen, 6-nitrochrysene and its metabolites in a lacI mammary epithelial cell line. Carcinogenesis 28:2391–2397. https://doi.org/10.1093/carcin/bgm142
Han F, Cao J, Peng L, Bai H, Hu D, Mu L, Liu X (2015) Characteristics of hopanoid hydrocarbons in ambient PM10 and motor vehicle emissions and coal ash in Taiyuan, China. Environ Geochem Health 37:813–829. https://doi.org/10.1007/s10653-015-9763-3
Harner T, Bidleman TF (1998) Octanol-air partition coefficient for describing particle/gas partitioning of aromatic compounds in urban air. Environ Sci Technol 32:1494–1502. https://doi.org/10.1021/es970890r
He C, Wang C, Zhou Y, Li J, Zuo Z (2012) Embryonic exposure to benzo(a)pyrene influences neural development and function in rockfish (Sebastiscus marmoratus). Neurotoxicology 33:758–762. https://doi.org/10.1016/j.neuro.2012.01.002
Huang B, Liu M, Bi X, Chaemfa C, Ren Z, Wang X, Sheng G, Fu J (2014) Phase distribution, sources and risk assessment of PAHs, NPAHs and OPAHs in a rural site of Pearl River Delta region, China. Atmos Pollut Res 5:210–218. https://doi.org/10.5094/apr.2014.026
IARC (2012) Agents classified by the IARC monographs, Volumes 1–104. IARC Monographs 7:1–25
IARC (2010) IARC monographs on the evaluation of carcinogenic risks to humans.
IARC (2016) Outdoor air pollution: volume 109, IARC monographs.
Ishikawa S, Kanemaru Y, Nara H, Erami K, Nagata Y (2016) Assessing the mutagenic activities of smoke from different cigarettes in direct exposure experiments using the modified Ames Salmonella assay. Mut Res - Gen Toxicol Environ Mutagen 803–804:13–21. https://doi.org/10.1016/j.mrgentox.2016.04.008
Kado NY, Langley D, Eisenstadt E (1983) A simple modification of the Salmonella liquid-incubation assay. Mut Res 121:25–32. https://doi.org/10.1016/0165-7992/83
Karavalakis G, Fontaras G, Ampatzoglou D, Kousoulidou M, Stournas S, Samaras Z, Bakeas E (2010) Effects of low concentration biodiesel blends application on modern passenger cars. Part 3: impact on PAH, nitro-PAH, and oxy-PAH emissions. Environ Pollut 158:1584–1594
Keyte IJ, Albinet A, Harrison RM (2016) On-road traffic emissions of polycyclic aromatic hydrocarbons and their oxy- and nitro- derivative compounds measured in road tunnel environments. Sci Total Environ 566–567:1131–1142. https://doi.org/10.1016/j.scitotenv.2016.05.152
Kim K-H, Jahan SA, Kabir E, Brown RJC (2013) A review of airborne polycyclic aromatic hydrocarbons (PAHs) and their human health effects. Environ Int 60:71–80. https://doi.org/10.1016/j.envint.2013.07.019
Kishida M, Nishikawa A, Fujimori K, Shibutani Y (2011) Gas-particle concentrations of atmospheric polycyclic aromatic hydrocarbons at an urban and a residential site in Osaka, Japan: effect of the formation of atmospherically stable layer on their temporal change. J Hazard Mater 192:1340–1349. https://doi.org/10.1016/j.jhazmat.2011.06.046
Kleeman MJ, Riddle SG, Robert MA, Jakober CA (2008) Lubricating oil and fuel contributions to particulate matter emissions from light-duty gasoline and heavy-duty diesel vehicles. Environ Sci Technol 42:235–242. https://doi.org/10.1021/es071054c
Liu L, Tang J, Zhong G, Zhen X, Pan X, Tian C (2018) Spatial distribution and seasonal variation of four current-use pesticides (CUPs) in air and surface water of the Bohai Sea, China. Sci Total Environ 621:516–523. https://doi.org/10.1016/j.scitotenv.2017.11.282
López A, Yusà V, Muñoz A, Vera T, Borràs E, Ródenas M, Coscollà C (2017) Risk assessment of airborne pesticides in a Mediterranean region of Spain. Sci Total Environ 574:724–734. https://doi.org/10.1016/j.scitotenv.2016.08.149
Maenhaut W, Vermeylen R, Claeys M, Vercauteren J, Matheeussen C, Roekens E (2012) Assessment of the contribution from wood burning to the PM10 aerosol in Flanders, Belgium. Science Total Environ 437:226–236. https://doi.org/10.1016/j.scitotenv.2012.08.015
Maselli BS, Giron MCG, Lim H, Bergvall C, Westerholm R, Dreij K, Watanabe T, Cardoso AA, Umbuzeiro GA, Kummrow F (2019) Comparative mutagenic activity of atmospheric particulate matter from limeira, stockholm, and kyoto. Environ Mol Mutagen 60:607–616. https://doi.org/10.1002/em.22293
Mikuška P, Křůmal K, Večeřa Z (2015) Characterization of organic compounds in the PM2.5 aerosols in winter in an industrial urban area. Atmos Environ 105:97–108. https://doi.org/10.1016/j.atmosenv.2015.01.028
Mostafalou S, Abdollahi M (2013) Pesticides and human chronic diseases: evidences, mechanisms, and perspectives. Toxicol Appl Pharmacol 268:157–177. https://doi.org/10.1016/j.taap.2013.01.025
Na K, Sawant AA, Song C, Cocker DR (2004) Primary and secondary carbonaceous species in the atmosphere of Western Riverside County, California. Atmos Environ 38:1345–1355. https://doi.org/10.1016/j.atmosenv.2003.11.023
Nascimento MM, da Rocha GO, de Andrade JB (2018) A rapid low-consuming solvent extraction procedure for simultaneous determination of 34 multiclass pesticides associated to respirable atmospheric particulate matter (PM2.5) by GC–MS. Microchem J 139:424–436. https://doi.org/10.1016/j.microc.2018.03.023
Nisbet ICT, Lagoy PK (1992) Toxic equivalency factors (TEFs) for polycyclic aromatic hydrocarbons (PAHs). Regul Toxicol Pharmacol 16:290–300
Nocun MS, Schantz MM (2013) Determination of selected oxygenated polycyclic aromatic hydrocarbons (oxy-PAHs) in diesel and air particulate matter standard reference materials (SRMs). Anal Bioanal Chem 405:5583–5593. https://doi.org/10.1007/s00216-013-6957-3
OEHHA (2011) Chemical-specific summaries of the information used to derive unit risk and cancer potency values. (Appendix B).
Omar NYMJ, Abas M.R. Bin, Ketuly KA, Tahir NM (2001) Heavy molecular-weight organic compounds in the atmosphere. Hopanes 7:203–208
Oros DR, Simoneit BRT (2001) Identification and emission factors of molecular tracers in organic aerosols from biomass burning Part 1. Temperate Climate Conifers. Appl Geochem 16:1513–1544. https://doi.org/10.1016/S0883-2927(01)00021-X
Pereira GM, De Oliveira Alves N, Caumo SES, Soares S, Teinila K, Custódio D, Hillamo R, Alves C, Vasconcellos PC (2017) Chemical composition of aerosol in São Paulo, Brazil: influence of the transport of pollutants. Air Qual Atmos Health 10:457–468. https://doi.org/10.1007/s11869-016-0437-9
Pérez-Martínez PJ, de Fátima Andrade M, de Miranda RM (2017) Heavy truck restrictions and air quality implications in São Paulo, Brazil. J Environ Manag 202:55–68. https://doi.org/10.1016/j.jenvman.2017.07.022
Pio C, Cerqueira M, Harrison RM, Nunes T, Mirante F, Alves C, Oliveira C, Sanchez de la Campa A, Artíñano B, Matos M (2011) OC/EC ratio observations in Europe: re-thinking the approach for apportionment between primary and secondary organic carbon. Atmos Environ 45:6121–6132. https://doi.org/10.1016/j.atmosenv.2011.08.045
Pope A, Burnett R, Thun M et al (2002) Long-term exposure to fine particulate air pollution. JAMA 287:1192. https://doi.org/10.1001/jama.287.9.1132
Ramos De Rainho C, Machado Corea S, Mazzei JL, Aiub CAF, Felzenszwalb I (2013) Genotoxicity of polycyclic aromatic hydrocarbons and nitro-derived in respirable airborne particulate matter collected from urban areas of Rio de Janeiro (Brazil). Biomed Res Int 2013:9. https://doi.org/10.1155/2013/765352
Ravindra K, Sokhi R, Van Grieken R (2008a) Atmospheric polycyclic aromatic hydrocarbons: source attribution, emission factors and regulation. Atmos Environ 42:2895–2921. https://doi.org/10.1016/j.atmosenv.2007.12.010
Ravindra K, Wauters E, Van Grieken R (2008b) Variation in particulate PAHs levels and their relation with the transboundary movement of the air masses. Sci Total Environ 396:100–110. https://doi.org/10.1016/j.scitotenv.2008.02.018
Roubicek DA, Mazzini F, Soares CM, Rech CM (2011) Use of different Salmonella/microsome assay protocols to evaluate the mutagenicity of air samples from São Paulo metropolitan area, Brazil. Toxicol Lett 1160:S60
Santos AG, Regis ACD, da Rocha GO, de Bezerra MA, de Jesus RM, de Andrade JB (2016) A simple, comprehensive, and miniaturized solvent extraction method for determination of particulate-phase polycyclic aromatic compounds in air. J Chromatogr A 1435:6–17. https://doi.org/10.1016/j.chroma.2016.01.018
Schoeny R, Poirier K (1993) Provisional guidance for quantitative risk assessment of polycyclic aromatic hydrocarbons 1980. EPA/600/R-93/089 (NTIS PB94116571)
Sergi CM (2019) Malathion: an insecticide. Reference Module in Earth Systems and Environmental Sciences. Elsevier, Amsterdam. https://doi.org/10.1016/B978-0-12-409548-9.11317-X
Simoneit BRT, Cardoso JN, Robinson N (1990) An assessment of the origin and composition of higher molecular weight organic matter in aerosols over Amazonia. Chemosphere 21:1285–1301. https://doi.org/10.1016/0045-6535(90)90145-J
Simoneit BRT, Kobayashi M, Mochida M, Kawamura K, Lee M, Lim HJ, Turpin BJ, Komazaki Y (2004) Composition and major sources of organic compounds of aerosol particulate matter sampled during the ACE-Asia campaign. J Geophys Res d: Atmos 109:1–22. https://doi.org/10.1029/2004JD004598
Simoneit BRT, Abas MRB, Cass GR, Rogge WF, Mazurek MA, Standleys LJ, Hildemann M (1995) Natural organic compounds as tracers for biomass combustion in aerosols.
Souza KF, Carvalho LRF, Allen AG, Cardoso AA (2014) Diurnal and nocturnal measurements of PAH, nitro-PAH, and oxy-PAH compounds in atmospheric particulate matter of a sugar cane burning region. Atmos Environ 83:193–201. https://doi.org/10.1016/j.atmosenv.2013.11.007
Teixeira EC, Garcia KO, Meincke L, Leal KA (2011) Study of nitro-polycyclic aromatic hydrocarbons in fine and coarse atmospheric particles. Atmos Res 101:631–639. https://doi.org/10.1016/j.atmosres.2011.04.010
Toynton K, Luukinen B, Buhl K, Stone D (2009) Permethrin technical fact sheet. Oregon Sate University Report, Oregon
US EPA (2009) Risk Assessment Guidance for Superfund Volume I: Human Health Evaluation Manual (Part F, Supplemental Guidance for Inhalation Risk Assessment). Office of Superfund Remediation and Technology Innovation Environmental Protection Agency I, 1–68. EPA-540-R-070–002
US EPA (2017) Chemicals evaluated for carcinogenic potential annual cancer report 2017. Annual Cancer Report 2017, US Environmental Protection Agency Office of Pesticide Programs.
Vallero D (2014) Air pollutant hazards. Fundament Air Pollut 2014:197–214. https://doi.org/10.1016/b978-0-12-401733-7.00007-4
Vasconcellos PC, Sanchez-Ccoyllo O, Balducci C, Mabilia R, Cecinato A (2008) Occurrence and concentration levels of nitro-PAH in the air of three Brazilian cities experiencing different emission impacts. Water Air Soil Pollut 190:87–94. https://doi.org/10.1007/s11270-007-9582-y
Vasconcellos PC, Souza DZ, Sanchez-Ccoyllo O, Bustillos JOV, Lee H, Santos FC, Nascimento KH, Araújo MP, Saarnio K, Teinila K, Hillamo R, Teinilä K, Hillamo R (2010) Determination of anthropogenic and biogenic compounds on atmospheric aerosol collected in urban, biomass burning and forest areas in São Paulo, Brazil. Sci Total Environ 408:5836–5844. https://doi.org/10.1016/j.scitotenv.2010.08.012
Vasconcellos PC, Souza DZ, Magalhães D, Da Rocha GO (2011) Seasonal variation of n-alkanes and polycyclic aromatic hydrocarbon concentrations in PM10 samples collected at urban sites of São Paulo State, Brazil. Water Air Soil Pollut 222:325–336. https://doi.org/10.1007/s11270-011-0827-4
Weber J, Halsall CJ, Muir D, Teixeira C, Small J, Solomon K, Hermanson M, Hung H, Bidleman T (2010) Endosulfan, a global pesticide: a review of its fate in the environment and occurrence in the Arctic. Sci Total Environ 408:2966–2984. https://doi.org/10.1016/j.scitotenv.2009.10.077
Weichenthal SA, Lavigne E, Evans GJ, Godri Pollitt KJ, Burnett RT (2016) Fine particulate matter and emergency room visits for respiratory illness: effect modification by oxidative potential. Am J Respir Crit Care Med 194:577–586. https://doi.org/10.1164/rccm.201512-2434OC
WHO, World Health Organisation (2005) Air quality guidelines for particulate matter, ozone, nitrogen dioxide and sulfur dioxide.
WHO, World Health Organisation (2018) 9 out of 10 people worldwide breathe polluted air but more countries are taking action.
WHO, World Health Organisation (2000) Air quality guidelines, WHO Regional Publications, European Series. WHO, Geneva
WHO, World Helath Organization (2018) Pesticides, WHO. World Health Organization, Geneva
Yera A, Nascimento M, da Rocha G, de Andrade J, Vasconcellos P (2020) Occurrence of pesticides associated to atmospheric aerosols: hazard and cancer risk assessments. J Brazil Chem Soc 31:1317–1326. https://doi.org/10.21577/0103-5053.20200017
Yusà V, Coscollà C, Millet M (2014) New screening approach for risk assessment of pesticides in ambient air. Atmos Environ 96:322–330. https://doi.org/10.1016/j.atmosenv.2014.07.047
Zakaria MP, Horinouchi A, Tsutsumi S, Takada H, Tanabe S, Ismail A (2000) Oil Pollution in the Straits of Malacca, Malaysia : application of Molecular Markers for Source Identification. Environ Sci Technol 34:1189–1196
Zeiger E (2019) The test that changed the world: the Ames test and the regulation of chemicals. Mutat Res Genet Toxicol Environ Mutagen 841:43–48. https://doi.org/10.1016/j.mrgentox.2019.05.007
Zhang Y, Guo CS, Xu J, Tian YZ, Shi GL, Feng YC (2012) Potential source contributions and risk assessment of PAHs in sediments from Taihu Lake, China: Comparison of three receptor models. Water Res 46:3065–3073. https://doi.org/10.1016/j.watres.2012.03.006
Acknowledgements
The authors thank São Paulo State Environmental Agency (CETESB) for providing equipment and space. The authors also would like to thank Professor Maria Angela Zaccarelli-Marino, from the Faculty of Medicine of ABC for the support; Dr. Danilo Custodio for supporting the OC and EC analyses; and Celso Fumio Suzuki for conducting Salmonella/microsome tests.
Funding
Sofia was supported by São Paulo Public Ministry of State of São Paulo, and Aleinnys and Sofia were supported by São Paulo State Research Foundation (FAPESP-MODAU Project 2013/21728–2, 2016/23339–1, and 2017/20826–1). Ana Vicente is subsidized by national funds (OE), through FCT, I.P., in the framework contract foreseen in the numbers 4, 5, and 6 of article 23, of the Decree-Law 57/2016, of August 29, changed by Law 57/2017, of July 19. Some chemical analyses were carried out at CESAM (UIDB/50017/2020 + UIDP/50017/2020), which is funded by FCT/MCTES through Portuguese funds, and co-funded by FEDER, within the PT2020 Partnership Agreement and Compete 2020. Part of the data treatment fits the objectives of work package 2 of the project POCI-01–0145-FEDER-029574, funded by FEDER, through Compete2020-Programa Operacional Competitividade e Internacionalização (POCI), and by Portuguese funds (OE), through FCT/MCTES.
Fundação de Amparo à Pesquisa do Estado de São Paulo,2013/21728–2,Pérola de Castro Vasconcellos,2016/23339–1,Sofia Caumo,2017/20826–1,Aleinnys B Yera,Faculdade de Ciências e Tecnologia,Universidade Nova de Lisboa,UIDB/50017/2020 + UIDP/50017/2020,Ana Vicente,Fundação Portugal Telecom,POCI-01–0145-FEDER-029574,Célia Alves
Author information
Authors and Affiliations
Contributions
Author Sofia Caumo conducted organic carbon (OC), elemental carbon (EC), polycyclic aromatic hydrocarbons (PAHs), and its derivatives (nitro and oxy-PAH), n-alkanes, and hopanes laboratory analyses; wrote the article; calculated the risk; and did statistical analyses. Author Aleinnys Year conducted pesticide laboratory analyses, wrote the article, and calculated the risk for pesticides. Author Professor Author Ana Vicente supported Sofia on n-alkanes and hopanes analyses, reviewed the calculations, and revised the manuscript. Author Célia Alves supported Sofia on OC, EC, n-alkanes, and hopanes analyses; critically reviewed these analyses; and revised the manuscript. Deborah A. Roubicek conducted the Salmonella/microsome analyses, calculated the risk, and revised the manuscript. Pérola Vasconcellos designed and supervised the work, and participated in calculations and text correction. All authors read and approved the final version of the manuscript. Direct inquiries should be sent to author Sofia at sofia.caumo@alumni.usp.br.
Corresponding author
Ethics declarations
Ethics approval and consent to participate
Not applicable.
Consent for publication
Not applicable.
Competing interests
The authors declare no competing interests.
Additional information
Responsible Editor: Constantini Samara
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Caumo, S., Yera, A., Vicente, A. et al. Particulate matter–bound organic compounds: levels, mutagenicity, and health risks. Environ Sci Pollut Res 29, 31293–31310 (2022). https://doi.org/10.1007/s11356-021-17965-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-021-17965-7