Abstract
Background
Cosmetic powders contain numerous components, including titanium dioxide (TiO2), which is classified as possibly carcinogenic to humans (Group 2B). However, little is known about potential inhalation exposures to particles that are released during cosmetic powder applications.
Methods
We realistically simulated the application of five different eyebrow powders using a mannequin and then determined concentrations of total suspended particles (TSP), PM10, and PM4 fractions of particles that would be inhaled during powder application. We determined the size and shape of particles in the original powders and released particles, as well as their TiO2 concentrations and Ti content of individual particles.
Results
The application of eyebrow powders resulted in the release and inhalation of airborne particles at concentrations ranging from 21.2 to 277.3 µg/m3, depending on the particle fraction and the powder. The concentrations of TiO2 in PM4 and PM10 samples reached 2.7 µg/m3 and 9.3 µg/m3, respectively. The concentration of TiO2 in airborne particle fractions was proportional to the presence of TiO2 in the bulk powder.
Conclusion
The application of eyebrow powders results in user exposures to respirable PM4 and PM10 particles, including those containing TiO2. This information should be of interest to stakeholders concerned about inhalation exposure to TiO2.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 6 print issues and online access
$259.00 per year
only $43.17 per issue
Buy this article
- Purchase on Springer Link
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
References
Gomez-Berrada MP, Ficheux AS, Guillou S, Berge C, de Javel D, Roudot AC, et al. Consumption and exposure assessment to cosmetic products for children under 2 years old. Food Chem Toxicol. 2017;105:151–60.
Ficheux AS, Dornic N, Bernard A, Chevillotte G, Roudot AC. Probabilistic assessment of exposure to cosmetic products by French children aged 0-3 years. Food Chem Toxicol. 2016;94:85–92.
Wu XM, Bennett DH, Ritz B, Cassady DL, Lee K, Hertz-Picciotto I. Usage pattern of personal care products in California households. Food Chem Toxicol. 2010;48:3109–19.
Biesterbos JW, Dudzina T, Delmaar CJ, Bakker MI, Russel FG, Scheepers PT, et al. Usage patterns of personal care products: important factors for exposure assessment. Food Chem Toxicolology. 2013;55:8–17.
Hamelin N, Mokannef A, Gbadamosi A. Colour cosmetics consumption among Morccan women: examining the nexus of attitudes, religion and the media. Int J Consum Stud. 2017;42:755–67.
Mansor N, Yaacob MR, Mat Ali D. Cosmetic usage in Malaysia: understanding of the major determinants affecting the users. Int J Bus Soc Sci. 2010;1:273–81.
Nourmoradi H, Foroghi M, Farhadkhani M, Vahid Dastjerdi M. Assessment of lead and cadmium levels in frequently used cosmetic products in Iran. J Environ Public Health. 2013;2013:962727.
Rajput N. Cosmetics Market by Category (Skin & Sun Care Products, Hair Care Products, Deodorants, Makeup & Color Cosmetics, Fragrances) and by Distribution Channel (General departmental store, Supermarkets, Drug stores, Brand outlets) - Global Opportunity Analysis and Industry Forecast, 2014-22. Allied Market Research; 2016.
Businesswire. The Global Cosmetics Market to Reach $390 Billion by 2020 - Rising Demand For Natural Cosmetics-Research and Markets. 2017. https://www.businesswire.com/news/home/20170524005627/en/The-Global-Cosmetics-Market-to-Reach-390-Billion-by-2020---Rising-Demand-For-Natural-Cosmetics---Research-and-Markets. Accessed 6 April 2018.
Secchi M, Castellani V, Collina E, Mirabella N. Assessing eco-innovations in green chemistry: Life Cycle Assessment (LCA) of a cosmetic product with a bio-based ingredient. J Clean Prod. 2016;129:269–81.
Australian Academy of Science. There are thousands of different cosmetic products on the market, all with differing combinations of ingredients. 2018. https://www.science.org.au/curious/people-medicine/chemistry-cosmetics. Accessed 6 April 2019.
EWG. Concern grows over chemicals in cosmetics. 2004. http://cdn3.ewg.org/enviroblog/2004/06/concern-grows-over-chemicals-cosmetics. Accessed 12 May 2018.
Nohynek GJ, Antignac E, Re T, Toutain H. Safety assessment of personal care products/cosmetics and their ingredients. Toxicol Appl Pharmacol. 2010;243:239–59.
Shakeel M, Jabeen F, Shabbir S, Asghar MS, Khan MS, Chaudhry AS. Toxicity of nano-titanium dioxide (TiO2-NP) through various routes of exposure: a review. Biol Trace Elem Res. 2016;172:1–36.
Liu H, Ma L, Zhao J, Liu J, Yan J, Ruan J, et al. Biochemical toxicity of nano-anatase TiO2 particles in mice. Biol Trace Elem Res. 2009;129:170–80.
Vevers WF, Jha AN. Genotoxic and cytotoxic potential of titanium dioxide (TiO2) nanoparticles on fish cells in vitro. Ecotoxicology. 2008;17:410–20.
Titanium IARC (ed.). 2B,” in IARC monographs on the evaluation of carcinogenic risks to humans. Cancer(IARC) IAfRo. Lyon, France: World Health Organization; 2006. dioxide group
OEHHA. Public Hearing to Consider Amendments to the Ambient Air Quality Standards for Particulate Matter and Sulfates. Air Resources Board: California Environmental Protection Agency. 2002. https://ww3.arb.ca.gov/regact/aaqspm/aaqspm.htm. Accessed 12 May 2018.
Warheit DB, Webb TR, Reed KL, Frerichs S, Sayes CM. Pulmonary toxicity study in rats with three forms of ultrafine-TiO2 particles: differential responses related to surface properties. Toxicology. 2007;230:90–104.
Jaroenworaluck A, Sunsaneeyametha W, Kosachan N, Stevens R. Characteristics of silica‐coated TiO2 and its UV absorption for sunscreen cosmetic applications. Surf Interface Anal. 2006;38:473–7.
Wang JJ, Sanderson BJ, Wang H. Cyto- and genotoxicity of ultrafine TiO2 particles in cultured human lymphoblastoid cells. Mutat Res. 2007;628:99–106.
Carvaliere MR, Compton SP. Nanoparticle characterization and analysis of airborne titanium dioxide in powdered cosmetics. NSTI-Nanotech. 2013;3:481–4.
Berube DM, Searson EM, Morton TS, Cummings CL. Project on emerging nanotechnologies-consumer product inventory evaluated. Nanotech Law Bus. 2010;7:152–65.
Shi H, Magaye R, Castranova V, Zhao J. Titanium dioxide nanoparticles: a review of current toxicological data. Part Fibre Toxicol. 2013;10:1–33.
Song B, Liu J, Feng X, Wei L, Shao L. A review on potential neurotoxicity of titanium dioxide nanoparticles. Nanoscale Res Lett. 2015;10:1042.
Pujalte I, Dieme D, Haddad S, Serventi AM, Bouchard M. Toxicokinetics of titanium dioxide (TiO2) nanoparticles after inhalation in rats. Toxicol Lett. 2017;265:77–85.
Crabtree R. A new type of hydrogen bond. Science. 1998;282:2000–1.
Hext PM, Tomenson JA, Thompson P. Titanium dioxide: inhalation toxicology and epidemiology. Ann Occup Hyg. 2005;49:461–72.
Patel A, Prajapati P, Boghra R. Overview on application of nanoparticles in cosmetics. Overv appliation Nanopart cosmetics. 2011;1:40–55.
Tucci P, Porta G, Agostini M, Dinsdale D, Iavicoli I, Cain K, et al. Metabolic effects of TiO2 nanoparticles, a common component of sunscreens and cosmetics, on human keratinocytes. Cell Death Dis. 2013;4:e549.
Katz LM, Dewan K, Bronaaugh RL. Nanotechnology in cosmetics. Food Chem Toxicol. 2015;85:127–37.
Skocaj M, Filipic M, Petkovic J, Novak S. Titanium dioxide in our everyday life; is it safe? Radio Oncol. 2011;45:227–47.
Leonardi GS, Houthuijs PA, Steerenberg T, Fletcher B, Armstrong T, Antova I. Immune Biomarkers in Relation to Exposure to Particulate matter: Across-sectional Surey in 17 Cities of Central Europe. Inhalation Toxicol. 2000;12:1–14.
Bogdan J, Jackowska-Tracz A, Zarzyńska J, Pławińska-Czarnak J. Chances and limitations of nanosized titanium dioxide practical application in view of its physicochemical properties. Nanoscale Res Lett. 2015;10:1–10.
Yu KN, Sung JH, Lee S, Kim JE, Kim S, Cho WY, et al. Inhalation of titanium dioxide induces endoplasmic reticulum stress-mediated autophagy and inflammation in mice. Food Chem Toxicolc. 2015;85:106–13.
Sager TM, Castranova V. Surface area of particle administered versus mass in determining the pulmonary toxicity of ultrafine and fine carbon black: comparison to ultrafine titanium dioxide. Part Fibre Toxicol. 2009;6:1–15.
Sager TM, Kommineni C, Castranova V. Pulmonary response to intratracheal instillation of ultrafine versus fine titanium dioxide: role of particle surface area. Part Fibre Toxicol. 2008;5:1–15.
Grassian VH, O’Shaughnessy PT, Adamcakova-Dodd A, Pettibone JM, Thorne PS. Inhalation exposure study of titanium dioxide nanoparticles with a primary particle size of 2 to 5 nm. Environ Health Perspect. 2007;115:397–402.
Xia T, Hamilton RF, Bonner JC, Crandall ED, Elder A, Fazlollahi F, et al. Interlaboratory evaluation of in vitro cytotoxicity and inflammatory responses to engineered nanomaterials: the NIEHS Nano GO Consortium. Environ Health Perspect. 2013;121:683–90.
Long TC, Tajuba J, Sama P, Saleh N, Swartz C, Parker J, et al. Nanosize titanium dioxide stimulates reactive oxygen species in brain microglia and damages neurons in vitro. Environ Health Perspect. 2007;115:1631–7.
IARC. Carbon black, titanium dioxide, and talc. IARC monographs on the evaluation of carcinogenic risks to humans. WHO, 2010. https://monographs.iarc.fr/wp-content/uploads/2018/06/mono93.pdf. Accessed 12 May 2018.
Bocca B, Pino A, Alimonti A, Forte G. Toxic metals contained in cosmetics: a status report. Regulatory Toxicol Pharmacology: RTP. 2014;68:447–67.
Nazarenko Y, Zhen H, Han T, Lioy PJ, Mainelis G. Potential for inhalation exposure to engineered nanoparticles from nanotechnology-based cosmetic powders. Environ Health Perspect. 2012;120:885–92.
The US EPA. Particulate matter (PM) pollution. The US EPA; 2017.
OSHA. OSHA technical manual. Washington, DC: OSHA; 2016.
Bang JJ, Murr LE, Atmospheric nanoparticles: Preliminary studies and potential respiratory health risks for emerging nanotechnologies. J Mater Sci Lett. 2002;21:361–6.
Xi J, Longest PW, Martonen TB. Effects of the laryngeal jet on nano and microparticle transport and deposition in an approximate model of the upper tracheobronchial airway. J Appl Physiol. 2008;104:1761–77.
Yang W, Peters JI, Williams RO 3rd. Inhaled nanoparticles-a current review. Int J Pharmaceutics. 2008;356:239–47.
Leclercq B, Happillon M, Antherieu S, Hardy EM, Alleman LY, Grova N, et al. Differential responses of healthy and chronic obstructive pulmonary diseased human bronchial epithelial cells repeatedly exposed to air pollution-derived PM4. Environ Pollut. 2016;218:1074–88.
Shieh J-Y, Ku C-H, Christiani DC. Respiratory effects of the respirable dust (PM4.0). Epidemiology. 2004;15:S166.
OEHAA. Chemical listed effective september 2, 2011 as known to the state of california to cause cancer: titanium dioxide (airborne, unbound particles of respirable size). California: OEHHA;2011.
IARC. IARC Monographs on the evaluation of carcinogenic risks to humans. International Agency for Research on Cancer, 1996.https://www.ncbi.nlm.nih.gov/books/NBK424275/. Accessed 12 May 2018.
Birch JA. ‘No-makeup’ look can take a lot of work — and about $340 worth of makeup. Washington: Washington post; 2020.
The US EPA. Exposure factors handbook. EPA: Washington, DC; 2011.
Loretz LJ, Api AM, Babcock L, Barraj LM, Burdick J, Cater KC, et al. Exposure data for cosmetic products: facial cleanser, hair conditioner, and eye shadow. Food Chem Toxicol. 2008;46:1516–24.
The US EPA. Exposure factors handbook. Washington, DC: EPA; 2011.
Nazarenko Y, Zhen H, Han T, Lioy PJ, Mainelis G. Nanomaterial inhalation exposure from nanotechnology-based cosmetic powders: a quantitative assessment. J Nanop Res. 2012;14:1229–1242.
Baron PA and Willeke K. Aerosol Measurement: Principles, Techniques, and Applications. 2nd ed. Wiley, Hoboken, New Jersey; 2001. p.171–173.
Tang IN. Chemical and size effects of hygroscopic aerosols on light scattering coefficients. J Geophys Res: Atmospheres. 1996;101:19245–50.
Suleiman A, Tight MR, Quinn AD. Applying machine learning methods in managing urban concentrations of traffic-related particulate matter (PM10 and PM2.5). Atmos Pollut Res. 2019;10:134–44.
Yu X, Shi Y, Wang T, Sun X. Dust-concentration measurement based on Mie scattering of a laser beam. PLoS One. 2017;12:e0181575.
Hansen SF, Michelson ES, Kamper A, Borling P, Stuer-Lauridsen F, Baun A. Categorization framework to aid exposure assessment of nanomaterials in consumer products. Ecotoxicology. 2008;17:438–47.
Schwarz K, Koch W. Thoracic and respirable aerosol fractions of spray products containing non-volatile compounds. J Occup Environ Hyg. 2017;14:831–8.
Chen BT, Afshari A, Stone S, Jackson M, Schwegler-Berry D, Frazer DG, et al. Nanoparticles-containing spray can aerosol: characterization, exposure assessment, and generator design. Inhalation Toxicol. 2010;22:1072–82.
Park J, Ham S, Jang M, Lee J, Kim S, Kim S, et al. Spatial-temporal dispersion of aerosolized nanoparticles during the use of consumer spray products and estimates of inhalation exposure. Environ Sci Technol. 2017;51:7624–38.
Pearce K, Goldsmith WT, Greenwald R, Yang C, Mainelis G. Characterization of an aerosol generation system to assess inhalation risks of aerosolized nano enabled consumer products. Inhalation Toxicol. 2019;31:357–67.
Nazarenko Y, Han TW, Lioy PJ, Mainelis G. Potential for exposure to engineered nanoparticles from nanotechnology-based consumer spray products. J Exposure Sci Environ Epidemiol. 2011;21:515–28.
Acknowledgements
This research was supported by the NIEHS Training Grant in Exposure Science (1T32ES019854); Project NJ07215, funded by the New Jersey Agricultural Experiment Station (NJAES) at Rutgers, The State University of New Jersey; and National Research Foundation of Korea grants (NRF-2018R1A6A1A03025761, NRF-2018R1A6A3A11048705), funded by the Korean Government. Its contents are solely the responsibility of the authors and do not necessarily represent the official view of the funding agencies.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Rights and permissions
About this article
Cite this article
Oh, HJ., Han, T.T. & Mainelis, G. Potential consumer exposure to respirable particles and TiO2 due to the use of eyebrow powders. J Expo Sci Environ Epidemiol 31, 1032–1046 (2021). https://doi.org/10.1038/s41370-020-00278-1
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/s41370-020-00278-1