Isabelle Lee, Andy Forreryd, Mihwa Na, Isabella Schember, Maura Lavelle, Robin Gradin, Ulrika Mattson, Henrik Johansson, Shashikiran Donthamsetty, Gregory Ladics, Anne Marie Api
{"title":"使用GARDskin剂量反应试验确定香味成分皮肤致敏效力和定量风险评估的起点。","authors":"Isabelle Lee, Andy Forreryd, Mihwa Na, Isabella Schember, Maura Lavelle, Robin Gradin, Ulrika Mattson, Henrik Johansson, Shashikiran Donthamsetty, Gregory Ladics, Anne Marie Api","doi":"10.14573/altex.2405131","DOIUrl":null,"url":null,"abstract":"<p><p>Potency and quantitative risk assessment are essential for determining safe concentrations for the formulation of potential skin sensitizers into consumer products. Several new approach methodologies (NAMs) for skin sensitization hazard assessment have been adopted in OECD test guidelines. Work is ongoing to develop NAMs for predicting skin sensitization potency on a quantitative scale for use as a point of departure in next generation risk assessment (NGRA). GARDskin Dose-Response (DR) is an adaptation of the GARDskin assay (OECD TG 442E); its readout is a quantitative potency prediction similar to the No Expected Sensitization Induction Level (NESIL) value (μg/cm2). Our goal was to evaluate the performance of the GARDskin DR for potency prediction of fragrance ingredients. One hundred fragrance ingredients from a reference database were tested in GARDskin DR. Materials tested had various protein-binding reactivity alerts, including Schiff base, Michael addition, SN2, and acylation. Potency categories were predicted with a total accuracy of 37% and an approximate accuracy (exact match or off by one category) of 81%. Combining predicted weak and very weak categories increased total accuracy to 53% and approximate accuracy to 98%. The mean prediction error for the NESIL and local lymph node assay (LLNA) EC3 was 3.15-fold and 3.36-fold, respectively. Based on the results of this study, GARDskin DR is a promising predictor of skin sensitization potency with an applicability domain covering a wide range of fragrance ingredient reaction mechanisms, increasing the confidence in using the assay to conduct NGRA, ultimately reducing the need for animal testing.</p>","PeriodicalId":51231,"journal":{"name":"Altex-Alternatives To Animal Experimentation","volume":" ","pages":"263-277"},"PeriodicalIF":5.8000,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Determining a point of departure for skin sensitization potency and quantitative risk assessment of fragrance ingredients using the GARDskin dose-response assay.\",\"authors\":\"Isabelle Lee, Andy Forreryd, Mihwa Na, Isabella Schember, Maura Lavelle, Robin Gradin, Ulrika Mattson, Henrik Johansson, Shashikiran Donthamsetty, Gregory Ladics, Anne Marie Api\",\"doi\":\"10.14573/altex.2405131\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Potency and quantitative risk assessment are essential for determining safe concentrations for the formulation of potential skin sensitizers into consumer products. Several new approach methodologies (NAMs) for skin sensitization hazard assessment have been adopted in OECD test guidelines. Work is ongoing to develop NAMs for predicting skin sensitization potency on a quantitative scale for use as a point of departure in next generation risk assessment (NGRA). GARDskin Dose-Response (DR) is an adaptation of the GARDskin assay (OECD TG 442E); its readout is a quantitative potency prediction similar to the No Expected Sensitization Induction Level (NESIL) value (μg/cm2). Our goal was to evaluate the performance of the GARDskin DR for potency prediction of fragrance ingredients. One hundred fragrance ingredients from a reference database were tested in GARDskin DR. Materials tested had various protein-binding reactivity alerts, including Schiff base, Michael addition, SN2, and acylation. Potency categories were predicted with a total accuracy of 37% and an approximate accuracy (exact match or off by one category) of 81%. Combining predicted weak and very weak categories increased total accuracy to 53% and approximate accuracy to 98%. The mean prediction error for the NESIL and local lymph node assay (LLNA) EC3 was 3.15-fold and 3.36-fold, respectively. Based on the results of this study, GARDskin DR is a promising predictor of skin sensitization potency with an applicability domain covering a wide range of fragrance ingredient reaction mechanisms, increasing the confidence in using the assay to conduct NGRA, ultimately reducing the need for animal testing.</p>\",\"PeriodicalId\":51231,\"journal\":{\"name\":\"Altex-Alternatives To Animal Experimentation\",\"volume\":\" \",\"pages\":\"263-277\"},\"PeriodicalIF\":5.8000,\"publicationDate\":\"2025-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Altex-Alternatives To Animal Experimentation\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.14573/altex.2405131\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/27 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q2\",\"JCRName\":\"MEDICINE, RESEARCH & EXPERIMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Altex-Alternatives To Animal Experimentation","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.14573/altex.2405131","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/27 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"MEDICINE, RESEARCH & EXPERIMENTAL","Score":null,"Total":0}
Determining a point of departure for skin sensitization potency and quantitative risk assessment of fragrance ingredients using the GARDskin dose-response assay.
Potency and quantitative risk assessment are essential for determining safe concentrations for the formulation of potential skin sensitizers into consumer products. Several new approach methodologies (NAMs) for skin sensitization hazard assessment have been adopted in OECD test guidelines. Work is ongoing to develop NAMs for predicting skin sensitization potency on a quantitative scale for use as a point of departure in next generation risk assessment (NGRA). GARDskin Dose-Response (DR) is an adaptation of the GARDskin assay (OECD TG 442E); its readout is a quantitative potency prediction similar to the No Expected Sensitization Induction Level (NESIL) value (μg/cm2). Our goal was to evaluate the performance of the GARDskin DR for potency prediction of fragrance ingredients. One hundred fragrance ingredients from a reference database were tested in GARDskin DR. Materials tested had various protein-binding reactivity alerts, including Schiff base, Michael addition, SN2, and acylation. Potency categories were predicted with a total accuracy of 37% and an approximate accuracy (exact match or off by one category) of 81%. Combining predicted weak and very weak categories increased total accuracy to 53% and approximate accuracy to 98%. The mean prediction error for the NESIL and local lymph node assay (LLNA) EC3 was 3.15-fold and 3.36-fold, respectively. Based on the results of this study, GARDskin DR is a promising predictor of skin sensitization potency with an applicability domain covering a wide range of fragrance ingredient reaction mechanisms, increasing the confidence in using the assay to conduct NGRA, ultimately reducing the need for animal testing.
期刊介绍:
ALTEX publishes original articles, short communications, reviews, as well as news and comments and meeting reports. Manuscripts submitted to ALTEX are evaluated by two expert reviewers. The evaluation takes into account the scientific merit of a manuscript and its contribution to animal welfare and the 3R principle.