In situ determination of engineered nanomaterial aggregation state in a cosmetic emulsion – toward safer-by-design products
Engineered nanomaterials (ENMs) can be used in cosmetics as UV blockers. For these products, the exposure-driven risk for humans and the environment is related to the ENM release during or after use, and thus to the original surface properties and aggregation state of the ENMs. Moreover, as the ENM...
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description | Engineered nanomaterials (ENMs) can be used in cosmetics as UV blockers. For these products, the exposure-driven risk for humans and the environment is related to the ENM release during or after use, and thus to the original surface properties and aggregation state of the ENMs. Moreover, as the ENM dispersion in the product also affects the efficiency to screen UV rays, optimizing the formulation can lower the ENM load. Characterizing the ENM behaviour directly in a cosmetic formulation is thus crucial to better assess their risk and develop safer-by-design products. However, the complexity of such a multiphasic system limits
in situ
characterization using most common analytical tools. Here, we present a novel methodology based on two-dimensional X-ray absorption (2D-XRA) imaging to characterize the dispersion state of ENMs directly in a sunscreen product. Two commercial nano-TiO
2
UV filters, displaying different surface coatings, were used to prepare contrasting sunscreen formulations at increasing ENM concentration. Cryogenic scanning transmission electron microscopy (Cryo-STEM) was also used for comparison to evaluate the advantages and limitations of both methods in this context. 2D-XRA proved to be a powerful and rapid technique to analyze both UV filter dispersion in the formulation and the overall product homogeneity. This was enabled by thresholding areas of contrasting ENM densities in the 2D-XRA image, which reflected ENM aggregates, fine ENM dispersions, or voids with a lower UV protection. Image analysis also allowed semi-quantitative evaluation of the relative area of each density range, and of the aggregate size in terms of projected area. In comparison, Cryo-STEM provided a larger magnification than 2D-XRA, which enabled visualisation and sizing of the ENM primary particles, plus the distinction of the emulsion oil and water phases thanks to EDX coupling, but with a smaller and less representative volume of analysis and a higher cost in time and energy. This work is a step forward in measuring ENM behavior
in situ
in a complex multiphasic matrix constituting a nano-enabled product. Such knowledge at the original stage of the product life cycle is crucial to better predict the ENM fate along with use and end of life, and eventually, develop safer-by-design nano-enabled products. |
doi_str_mv | 10.1039/D1EN00345C |
format | Article |
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in situ
characterization using most common analytical tools. Here, we present a novel methodology based on two-dimensional X-ray absorption (2D-XRA) imaging to characterize the dispersion state of ENMs directly in a sunscreen product. Two commercial nano-TiO
2
UV filters, displaying different surface coatings, were used to prepare contrasting sunscreen formulations at increasing ENM concentration. Cryogenic scanning transmission electron microscopy (Cryo-STEM) was also used for comparison to evaluate the advantages and limitations of both methods in this context. 2D-XRA proved to be a powerful and rapid technique to analyze both UV filter dispersion in the formulation and the overall product homogeneity. This was enabled by thresholding areas of contrasting ENM densities in the 2D-XRA image, which reflected ENM aggregates, fine ENM dispersions, or voids with a lower UV protection. Image analysis also allowed semi-quantitative evaluation of the relative area of each density range, and of the aggregate size in terms of projected area. In comparison, Cryo-STEM provided a larger magnification than 2D-XRA, which enabled visualisation and sizing of the ENM primary particles, plus the distinction of the emulsion oil and water phases thanks to EDX coupling, but with a smaller and less representative volume of analysis and a higher cost in time and energy. This work is a step forward in measuring ENM behavior
in situ
in a complex multiphasic matrix constituting a nano-enabled product. Such knowledge at the original stage of the product life cycle is crucial to better predict the ENM fate along with use and end of life, and eventually, develop safer-by-design nano-enabled products.</description><identifier>ISSN: 2051-8153</identifier><identifier>EISSN: 2051-8161</identifier><identifier>DOI: 10.1039/D1EN00345C</identifier><language>eng</language><publisher>Cambridge: Royal Society of Chemistry</publisher><subject>Agglomeration ; Aggregation ; Chemical Sciences ; Complexity ; Continental interfaces, environment ; Cosmetics ; Cost analysis ; Cristallography ; Cryoforming ; Design ; Dispersion ; Earth Sciences ; Electron microscopy ; Emulsions ; End of life ; Environment and Society ; Environmental Engineering ; Environmental Sciences ; Geochemistry ; Homogeneity ; Image analysis ; Image processing ; Inorganic chemistry ; Life cycle ; Life cycles ; Material chemistry ; Mineralogy ; Nanomaterials ; Nanotechnology ; Product life cycle ; Scanning transmission electron microscopy ; Sciences of the Universe ; Sun screens ; Sunscreens ; Surface properties ; Titanium dioxide ; Transmission electron microscopy ; Ultraviolet filters ; Ultraviolet radiation ; Voids ; X ray absorption ; X ray imagery</subject><ispartof>Environmental science. Nano, 2021-12, Vol.8 (12), p.3546-3559</ispartof><rights>Copyright Royal Society of Chemistry 2021</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c293t-d0e4e2a7768c696077c184e821b99ca1be741be93128cce807a08d1e67e3df823</citedby><cites>FETCH-LOGICAL-c293t-d0e4e2a7768c696077c184e821b99ca1be741be93128cce807a08d1e67e3df823</cites><orcidid>0000-0001-6184-8660 ; 0000-0003-3071-8147 ; 0000-0002-4033-537X ; 0000-0002-0477-704X ; 0000-0002-7379-5751</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://hal.science/hal-03455688$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Catalano, Riccardo</creatorcontrib><creatorcontrib>Slomberg, Danielle L.</creatorcontrib><creatorcontrib>Picard, Céline</creatorcontrib><creatorcontrib>Hucher, Nicolas</creatorcontrib><creatorcontrib>Vidal, Vladimir</creatorcontrib><creatorcontrib>Saint-Antonin, François</creatorcontrib><creatorcontrib>Hubaud, Jean-Claude</creatorcontrib><creatorcontrib>Rose, Jerome</creatorcontrib><creatorcontrib>Labille, Jerome</creatorcontrib><title>In situ determination of engineered nanomaterial aggregation state in a cosmetic emulsion – toward safer-by-design products</title><title>Environmental science. Nano</title><description>Engineered nanomaterials (ENMs) can be used in cosmetics as UV blockers. For these products, the exposure-driven risk for humans and the environment is related to the ENM release during or after use, and thus to the original surface properties and aggregation state of the ENMs. Moreover, as the ENM dispersion in the product also affects the efficiency to screen UV rays, optimizing the formulation can lower the ENM load. Characterizing the ENM behaviour directly in a cosmetic formulation is thus crucial to better assess their risk and develop safer-by-design products. However, the complexity of such a multiphasic system limits
in situ
characterization using most common analytical tools. Here, we present a novel methodology based on two-dimensional X-ray absorption (2D-XRA) imaging to characterize the dispersion state of ENMs directly in a sunscreen product. Two commercial nano-TiO
2
UV filters, displaying different surface coatings, were used to prepare contrasting sunscreen formulations at increasing ENM concentration. Cryogenic scanning transmission electron microscopy (Cryo-STEM) was also used for comparison to evaluate the advantages and limitations of both methods in this context. 2D-XRA proved to be a powerful and rapid technique to analyze both UV filter dispersion in the formulation and the overall product homogeneity. This was enabled by thresholding areas of contrasting ENM densities in the 2D-XRA image, which reflected ENM aggregates, fine ENM dispersions, or voids with a lower UV protection. Image analysis also allowed semi-quantitative evaluation of the relative area of each density range, and of the aggregate size in terms of projected area. In comparison, Cryo-STEM provided a larger magnification than 2D-XRA, which enabled visualisation and sizing of the ENM primary particles, plus the distinction of the emulsion oil and water phases thanks to EDX coupling, but with a smaller and less representative volume of analysis and a higher cost in time and energy. This work is a step forward in measuring ENM behavior
in situ
in a complex multiphasic matrix constituting a nano-enabled product. Such knowledge at the original stage of the product life cycle is crucial to better predict the ENM fate along with use and end of life, and eventually, develop safer-by-design nano-enabled products.</description><subject>Agglomeration</subject><subject>Aggregation</subject><subject>Chemical Sciences</subject><subject>Complexity</subject><subject>Continental interfaces, environment</subject><subject>Cosmetics</subject><subject>Cost analysis</subject><subject>Cristallography</subject><subject>Cryoforming</subject><subject>Design</subject><subject>Dispersion</subject><subject>Earth Sciences</subject><subject>Electron microscopy</subject><subject>Emulsions</subject><subject>End of life</subject><subject>Environment and Society</subject><subject>Environmental Engineering</subject><subject>Environmental Sciences</subject><subject>Geochemistry</subject><subject>Homogeneity</subject><subject>Image analysis</subject><subject>Image processing</subject><subject>Inorganic chemistry</subject><subject>Life cycle</subject><subject>Life cycles</subject><subject>Material chemistry</subject><subject>Mineralogy</subject><subject>Nanomaterials</subject><subject>Nanotechnology</subject><subject>Product life cycle</subject><subject>Scanning transmission electron microscopy</subject><subject>Sciences of the Universe</subject><subject>Sun screens</subject><subject>Sunscreens</subject><subject>Surface properties</subject><subject>Titanium dioxide</subject><subject>Transmission electron microscopy</subject><subject>Ultraviolet filters</subject><subject>Ultraviolet radiation</subject><subject>Voids</subject><subject>X ray absorption</subject><subject>X ray imagery</subject><issn>2051-8153</issn><issn>2051-8161</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNpFkcFKxDAQhosouOhefIKAJ4Vq0rRNelzW1V1Y9KLnkE2nNUubrEmq7EHwHXxDn8SWynqZGf75GH7mj6ILgm8IpsXtHVk8YkzTbH4UTRKckZiTnBwf5oyeRlPvtxhjQpKM5mwSfa4M8jp0qIQArtVGBm0NshUCU2sD4KBERhrbyn6vZYNkXTuoR8yHXkXaIImU9S0ErRC0XeOH5c_XNwr2Q7oSeVmBizf7uASva4N2zpadCv48Oqlk42H618-il_vF83wZr58eVvPZOlZJQUNcYkghkYzlXOVFjhlThKfAE7IpCiXJBljal4KShCsFHDOJeUkgZ0DLiif0LLoa777KRuycbqXbCyu1WM7WYtCGr2U55--kZy9Htjf51oEPYms7Z3p7IskxJyzNcNFT1yOlnPXeQXU4S7AY0hD_adBfa4F9wg</recordid><startdate>20211209</startdate><enddate>20211209</enddate><creator>Catalano, Riccardo</creator><creator>Slomberg, Danielle L.</creator><creator>Picard, Céline</creator><creator>Hucher, Nicolas</creator><creator>Vidal, Vladimir</creator><creator>Saint-Antonin, François</creator><creator>Hubaud, Jean-Claude</creator><creator>Rose, Jerome</creator><creator>Labille, Jerome</creator><general>Royal Society of Chemistry</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QH</scope><scope>7ST</scope><scope>7UA</scope><scope>C1K</scope><scope>F1W</scope><scope>H97</scope><scope>L.G</scope><scope>SOI</scope><scope>1XC</scope><orcidid>https://orcid.org/0000-0001-6184-8660</orcidid><orcidid>https://orcid.org/0000-0003-3071-8147</orcidid><orcidid>https://orcid.org/0000-0002-4033-537X</orcidid><orcidid>https://orcid.org/0000-0002-0477-704X</orcidid><orcidid>https://orcid.org/0000-0002-7379-5751</orcidid></search><sort><creationdate>20211209</creationdate><title>In situ determination of engineered nanomaterial aggregation state in a cosmetic emulsion – toward safer-by-design products</title><author>Catalano, Riccardo ; 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Nano</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Catalano, Riccardo</au><au>Slomberg, Danielle L.</au><au>Picard, Céline</au><au>Hucher, Nicolas</au><au>Vidal, Vladimir</au><au>Saint-Antonin, François</au><au>Hubaud, Jean-Claude</au><au>Rose, Jerome</au><au>Labille, Jerome</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>In situ determination of engineered nanomaterial aggregation state in a cosmetic emulsion – toward safer-by-design products</atitle><jtitle>Environmental science. Nano</jtitle><date>2021-12-09</date><risdate>2021</risdate><volume>8</volume><issue>12</issue><spage>3546</spage><epage>3559</epage><pages>3546-3559</pages><issn>2051-8153</issn><eissn>2051-8161</eissn><abstract>Engineered nanomaterials (ENMs) can be used in cosmetics as UV blockers. For these products, the exposure-driven risk for humans and the environment is related to the ENM release during or after use, and thus to the original surface properties and aggregation state of the ENMs. Moreover, as the ENM dispersion in the product also affects the efficiency to screen UV rays, optimizing the formulation can lower the ENM load. Characterizing the ENM behaviour directly in a cosmetic formulation is thus crucial to better assess their risk and develop safer-by-design products. However, the complexity of such a multiphasic system limits
in situ
characterization using most common analytical tools. Here, we present a novel methodology based on two-dimensional X-ray absorption (2D-XRA) imaging to characterize the dispersion state of ENMs directly in a sunscreen product. Two commercial nano-TiO
2
UV filters, displaying different surface coatings, were used to prepare contrasting sunscreen formulations at increasing ENM concentration. Cryogenic scanning transmission electron microscopy (Cryo-STEM) was also used for comparison to evaluate the advantages and limitations of both methods in this context. 2D-XRA proved to be a powerful and rapid technique to analyze both UV filter dispersion in the formulation and the overall product homogeneity. This was enabled by thresholding areas of contrasting ENM densities in the 2D-XRA image, which reflected ENM aggregates, fine ENM dispersions, or voids with a lower UV protection. Image analysis also allowed semi-quantitative evaluation of the relative area of each density range, and of the aggregate size in terms of projected area. In comparison, Cryo-STEM provided a larger magnification than 2D-XRA, which enabled visualisation and sizing of the ENM primary particles, plus the distinction of the emulsion oil and water phases thanks to EDX coupling, but with a smaller and less representative volume of analysis and a higher cost in time and energy. This work is a step forward in measuring ENM behavior
in situ
in a complex multiphasic matrix constituting a nano-enabled product. Such knowledge at the original stage of the product life cycle is crucial to better predict the ENM fate along with use and end of life, and eventually, develop safer-by-design nano-enabled products.</abstract><cop>Cambridge</cop><pub>Royal Society of Chemistry</pub><doi>10.1039/D1EN00345C</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0001-6184-8660</orcidid><orcidid>https://orcid.org/0000-0003-3071-8147</orcidid><orcidid>https://orcid.org/0000-0002-4033-537X</orcidid><orcidid>https://orcid.org/0000-0002-0477-704X</orcidid><orcidid>https://orcid.org/0000-0002-7379-5751</orcidid></addata></record> |
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source | Royal Society Of Chemistry Journals 2008- |
subjects | Agglomeration Aggregation Chemical Sciences Complexity Continental interfaces, environment Cosmetics Cost analysis Cristallography Cryoforming Design Dispersion Earth Sciences Electron microscopy Emulsions End of life Environment and Society Environmental Engineering Environmental Sciences Geochemistry Homogeneity Image analysis Image processing Inorganic chemistry Life cycle Life cycles Material chemistry Mineralogy Nanomaterials Nanotechnology Product life cycle Scanning transmission electron microscopy Sciences of the Universe Sun screens Sunscreens Surface properties Titanium dioxide Transmission electron microscopy Ultraviolet filters Ultraviolet radiation Voids X ray absorption X ray imagery |
title | In situ determination of engineered nanomaterial aggregation state in a cosmetic emulsion – toward safer-by-design products |
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