GARD™skin and GARD™potency: A proof-of-concept study investigating applicability domain for agrochemical formulations
Several New Approach Methodologies (NAMs) for hazard assessment of skin sensitisers have been formally validated. However, data regarding their applicability on certain product classes are limited. The purpose of this project was to provide initial evidence on the applicability domain of GARD™skin a...
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Veröffentlicht in: | Regulatory toxicology and pharmacology 2024-03, Vol.148, p.105595-105595, Article 105595 |
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container_title | Regulatory toxicology and pharmacology |
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creator | Corvaro, Marco Henriquez, Joseph Settivari, Raja Mattson, Ulrika Forreryd, Andy Gradin, Robin Johansson, Henrik Gehen, Sean |
description | Several New Approach Methodologies (NAMs) for hazard assessment of skin sensitisers have been formally validated. However, data regarding their applicability on certain product classes are limited. The purpose of this project was to provide initial evidence on the applicability domain of GARD™skin and GARD™potency for the product class of agrochemical formulations.
For this proof of concept, 30 liquid and 12 solid agrochemical formulations were tested in GARDskin for hazard predictions. Formulations predicted as sensitisers were further evaluated in the GARDpotency assay to determine GHS skin sensitisation category. The selected formulations were of product types, efficacy groups and sensitisation hazard classes representative of the industry's products.
The performance of GARDskin was estimated by comparing results to existing in vivo animal data. The overall accuracy, sensitivity, and specificity were 76.2% (32/42), 85.0% (17/20), and 68.2% (15/22), respectively, with the predictivity for liquid formulations being slightly higher compared to the solid formulations. GARDpotency correctly subcategorized 14 out of the 17 correctly predicted sensitisers. Lack of concordance was justifiable by compositional or borderline response analysis.
In conclusion, GARDskin and GARDpotency showed satisfactory performance in this initial proof-of-concept study, which supports consideration of agrochemical formulations being within the applicability domain of the test methods.
•Tested 42 agrochemical formulations to expand applicability domain of GARD.•GARDskin showed good accuracy (76.2%), sensitivity (85.0%) and specificity (68.2%).•GARDpotency correctly subcategorized 14/17, correctly predicted sensitisers.•GARD satisfactory for Key Event 3 characterisation of agrochemical formulations. |
doi_str_mv | 10.1016/j.yrtph.2024.105595 |
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For this proof of concept, 30 liquid and 12 solid agrochemical formulations were tested in GARDskin for hazard predictions. Formulations predicted as sensitisers were further evaluated in the GARDpotency assay to determine GHS skin sensitisation category. The selected formulations were of product types, efficacy groups and sensitisation hazard classes representative of the industry's products.
The performance of GARDskin was estimated by comparing results to existing in vivo animal data. The overall accuracy, sensitivity, and specificity were 76.2% (32/42), 85.0% (17/20), and 68.2% (15/22), respectively, with the predictivity for liquid formulations being slightly higher compared to the solid formulations. GARDpotency correctly subcategorized 14 out of the 17 correctly predicted sensitisers. Lack of concordance was justifiable by compositional or borderline response analysis.
In conclusion, GARDskin and GARDpotency showed satisfactory performance in this initial proof-of-concept study, which supports consideration of agrochemical formulations being within the applicability domain of the test methods.
•Tested 42 agrochemical formulations to expand applicability domain of GARD.•GARDskin showed good accuracy (76.2%), sensitivity (85.0%) and specificity (68.2%).•GARDpotency correctly subcategorized 14/17, correctly predicted sensitisers.•GARD satisfactory for Key Event 3 characterisation of agrochemical formulations.</description><identifier>ISSN: 0273-2300</identifier><identifier>EISSN: 1096-0295</identifier><identifier>DOI: 10.1016/j.yrtph.2024.105595</identifier><identifier>PMID: 38453128</identifier><language>eng</language><publisher>Netherlands: Elsevier Inc</publisher><subject>Agrochemical formulations ; Agrochemicals - chemistry ; Animal Testing Alternatives ; Animals ; Biological Assay ; Dermatitis, Allergic Contact ; GARD ; In vitro ; Irritants - pharmacology ; NAMs ; Proof of Concept Study ; Skin ; Skin sensitisation</subject><ispartof>Regulatory toxicology and pharmacology, 2024-03, Vol.148, p.105595-105595, Article 105595</ispartof><rights>2024 Elsevier Inc.</rights><rights>Copyright © 2024 Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c274t-81612e66323a31bc1fbe41491cb17651fedff2ecceeaee724402636870f9da543</citedby><cites>FETCH-LOGICAL-c274t-81612e66323a31bc1fbe41491cb17651fedff2ecceeaee724402636870f9da543</cites><orcidid>0000-0002-3215-9820</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.yrtph.2024.105595$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38453128$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Corvaro, Marco</creatorcontrib><creatorcontrib>Henriquez, Joseph</creatorcontrib><creatorcontrib>Settivari, Raja</creatorcontrib><creatorcontrib>Mattson, Ulrika</creatorcontrib><creatorcontrib>Forreryd, Andy</creatorcontrib><creatorcontrib>Gradin, Robin</creatorcontrib><creatorcontrib>Johansson, Henrik</creatorcontrib><creatorcontrib>Gehen, Sean</creatorcontrib><title>GARD™skin and GARD™potency: A proof-of-concept study investigating applicability domain for agrochemical formulations</title><title>Regulatory toxicology and pharmacology</title><addtitle>Regul Toxicol Pharmacol</addtitle><description>Several New Approach Methodologies (NAMs) for hazard assessment of skin sensitisers have been formally validated. However, data regarding their applicability on certain product classes are limited. The purpose of this project was to provide initial evidence on the applicability domain of GARD™skin and GARD™potency for the product class of agrochemical formulations.
For this proof of concept, 30 liquid and 12 solid agrochemical formulations were tested in GARDskin for hazard predictions. Formulations predicted as sensitisers were further evaluated in the GARDpotency assay to determine GHS skin sensitisation category. The selected formulations were of product types, efficacy groups and sensitisation hazard classes representative of the industry's products.
The performance of GARDskin was estimated by comparing results to existing in vivo animal data. The overall accuracy, sensitivity, and specificity were 76.2% (32/42), 85.0% (17/20), and 68.2% (15/22), respectively, with the predictivity for liquid formulations being slightly higher compared to the solid formulations. GARDpotency correctly subcategorized 14 out of the 17 correctly predicted sensitisers. Lack of concordance was justifiable by compositional or borderline response analysis.
In conclusion, GARDskin and GARDpotency showed satisfactory performance in this initial proof-of-concept study, which supports consideration of agrochemical formulations being within the applicability domain of the test methods.
•Tested 42 agrochemical formulations to expand applicability domain of GARD.•GARDskin showed good accuracy (76.2%), sensitivity (85.0%) and specificity (68.2%).•GARDpotency correctly subcategorized 14/17, correctly predicted sensitisers.•GARD satisfactory for Key Event 3 characterisation of agrochemical formulations.</description><subject>Agrochemical formulations</subject><subject>Agrochemicals - chemistry</subject><subject>Animal Testing Alternatives</subject><subject>Animals</subject><subject>Biological Assay</subject><subject>Dermatitis, Allergic Contact</subject><subject>GARD</subject><subject>In vitro</subject><subject>Irritants - pharmacology</subject><subject>NAMs</subject><subject>Proof of Concept Study</subject><subject>Skin</subject><subject>Skin sensitisation</subject><issn>0273-2300</issn><issn>1096-0295</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kMtq3DAUhkVpaSZpn6BQtOzGU90s24EshrRNCoFAaNdClo8mmtqWI8kB7_MkfbQ-STWdSZaFA-Ic_f-5fAh9oGRNCZWfd-slpOl-zQgTuVKWTfkKrShpZEFYU75GK8IqXjBOyAk6jXFHCGF1Xb1FJ7wWJaesXqHlanP35c_T7_jLjViPHT7mk08wmuUcb_AUvLdFDuNHA1PCMc3dgt34CDG5rU5u3GI9Tb0zunW9Swvu_KBzP-sD1tvgzT0M-bPfF4a5zw4_xnfojdV9hPfH9wz9_Pb1x-V1cXN79f1yc1MYVolU1FRSBlJyxjWnraG2BUFFQ01LK1lSC521DIwB0AAVE4IwyWVdEdt0uhT8DH069M13PMx5ZTW4aKDv9Qh-jiqjElUlJCmzlB-kJvgYA1g1BTfosChK1J652ql_zNWeuTowz66PxwFzO0D34nmGnAUXBwHkMx8dBBWNy3ShcwFMUp13_x3wFwTVl6c</recordid><startdate>202403</startdate><enddate>202403</enddate><creator>Corvaro, Marco</creator><creator>Henriquez, Joseph</creator><creator>Settivari, Raja</creator><creator>Mattson, Ulrika</creator><creator>Forreryd, Andy</creator><creator>Gradin, Robin</creator><creator>Johansson, Henrik</creator><creator>Gehen, Sean</creator><general>Elsevier Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-3215-9820</orcidid></search><sort><creationdate>202403</creationdate><title>GARD™skin and GARD™potency: A proof-of-concept study investigating applicability domain for agrochemical formulations</title><author>Corvaro, Marco ; Henriquez, Joseph ; Settivari, Raja ; Mattson, Ulrika ; Forreryd, Andy ; Gradin, Robin ; Johansson, Henrik ; Gehen, Sean</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c274t-81612e66323a31bc1fbe41491cb17651fedff2ecceeaee724402636870f9da543</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Agrochemical formulations</topic><topic>Agrochemicals - chemistry</topic><topic>Animal Testing Alternatives</topic><topic>Animals</topic><topic>Biological Assay</topic><topic>Dermatitis, Allergic Contact</topic><topic>GARD</topic><topic>In vitro</topic><topic>Irritants - pharmacology</topic><topic>NAMs</topic><topic>Proof of Concept Study</topic><topic>Skin</topic><topic>Skin sensitisation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Corvaro, Marco</creatorcontrib><creatorcontrib>Henriquez, Joseph</creatorcontrib><creatorcontrib>Settivari, Raja</creatorcontrib><creatorcontrib>Mattson, Ulrika</creatorcontrib><creatorcontrib>Forreryd, Andy</creatorcontrib><creatorcontrib>Gradin, Robin</creatorcontrib><creatorcontrib>Johansson, Henrik</creatorcontrib><creatorcontrib>Gehen, Sean</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Regulatory toxicology and pharmacology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Corvaro, Marco</au><au>Henriquez, Joseph</au><au>Settivari, Raja</au><au>Mattson, Ulrika</au><au>Forreryd, Andy</au><au>Gradin, Robin</au><au>Johansson, Henrik</au><au>Gehen, Sean</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>GARD™skin and GARD™potency: A proof-of-concept study investigating applicability domain for agrochemical formulations</atitle><jtitle>Regulatory toxicology and pharmacology</jtitle><addtitle>Regul Toxicol Pharmacol</addtitle><date>2024-03</date><risdate>2024</risdate><volume>148</volume><spage>105595</spage><epage>105595</epage><pages>105595-105595</pages><artnum>105595</artnum><issn>0273-2300</issn><eissn>1096-0295</eissn><abstract>Several New Approach Methodologies (NAMs) for hazard assessment of skin sensitisers have been formally validated. However, data regarding their applicability on certain product classes are limited. The purpose of this project was to provide initial evidence on the applicability domain of GARD™skin and GARD™potency for the product class of agrochemical formulations.
For this proof of concept, 30 liquid and 12 solid agrochemical formulations were tested in GARDskin for hazard predictions. Formulations predicted as sensitisers were further evaluated in the GARDpotency assay to determine GHS skin sensitisation category. The selected formulations were of product types, efficacy groups and sensitisation hazard classes representative of the industry's products.
The performance of GARDskin was estimated by comparing results to existing in vivo animal data. The overall accuracy, sensitivity, and specificity were 76.2% (32/42), 85.0% (17/20), and 68.2% (15/22), respectively, with the predictivity for liquid formulations being slightly higher compared to the solid formulations. GARDpotency correctly subcategorized 14 out of the 17 correctly predicted sensitisers. Lack of concordance was justifiable by compositional or borderline response analysis.
In conclusion, GARDskin and GARDpotency showed satisfactory performance in this initial proof-of-concept study, which supports consideration of agrochemical formulations being within the applicability domain of the test methods.
•Tested 42 agrochemical formulations to expand applicability domain of GARD.•GARDskin showed good accuracy (76.2%), sensitivity (85.0%) and specificity (68.2%).•GARDpotency correctly subcategorized 14/17, correctly predicted sensitisers.•GARD satisfactory for Key Event 3 characterisation of agrochemical formulations.</abstract><cop>Netherlands</cop><pub>Elsevier Inc</pub><pmid>38453128</pmid><doi>10.1016/j.yrtph.2024.105595</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-3215-9820</orcidid></addata></record> |
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subjects | Agrochemical formulations Agrochemicals - chemistry Animal Testing Alternatives Animals Biological Assay Dermatitis, Allergic Contact GARD In vitro Irritants - pharmacology NAMs Proof of Concept Study Skin Skin sensitisation |
title | GARD™skin and GARD™potency: A proof-of-concept study investigating applicability domain for agrochemical formulations |
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