Advancing NAMs for Fragrance Safety: Collaborative Research with RIFM and IFF.
As innovators in in vitro skin sensitization testing, addressing key data gaps, we are pleased to share the publication of a new peer-reviewed article in ALTEX, which underscores the performance of GARD®skin Dose-Response in predicting the skin sensitization potency of fragrance ingredients. This study, conducted in collaboration with the expert teams at the Research Institute for Fragrance Materials, Inc. (RIFM) and IFF, contributes valuable insights to the growing body of research supporting more reliable, non-animal testing methods.
The article presents a comprehensive dataset of 100 fragrance ingredients, covering a broad chemical domain with diverse structural reactivity domains and potency levels. The results confirm GARD®skin Dose-Response‘s robust predictivity for skin sensitization potency across this wide chemical spectrum, strengthening its application for deriving No Expected Sensitization Induction Level (NESIL) values in Quantitative Risk Assessment (QRA) within frameworks like Next Generation Risk Assessment (NGRA). These advancements are pivotal in further reducing reliance on animal testing while enhancing risk assessment capabilities.
We would like to extend our gratitude to the exceptional teams who contributed to this collaboration: Isabelle Lee, Andy Forreryd, Mihwa Na, Isabella Schember, Maura Lavelle, Robin Gradin, Ulrika Mattson, Henrik Johansson, Shashi Donthamsetty, Gregory Ladics, and Anne Marie Api.
Isabelle Lee, Andy Forreryd, Mihwa Na, Isabella Schember, Maura Lavelle, Robin Gradin, Ulrika Mattson, Henrik Johansson, Shashi Donthamsetty, Gregory Ladics, and Anne Marie Api.
ALTEX - Alternatives to animal experimentation.(2025)
https://www.altex.org/index.php/altex/article/view/2810
Keywords
skin sensitization, fragrance materials, point of departure, OECD TG 442E, GARDskin, new approach methodology
Abstract
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 developed, validated, and adopted in OECD test guidelines. However, work is ongoing to develop NAMs for predicting skin sensitization potency on a quantitative scale for use as a point of departure (POD) in next-generation risk assessment (NGRA). GARDskin Dose-Response (DR) is an adaptation of the validated GARDskin assay (OECD TG 442E), and the readout of the assay is a quantitative potency prediction similar to the No Expected Sensitization Induction Level (NESIL) value (µg/cm2). The goal of this study was to evaluate the performance of the GARDskin DR assay for potency prediction of fragrance ingredients. One hundred (100) fragrance ingredients from a reference database covering varied structural reactivity domains and potency were tested in GARDskin DR. Materials tested had varied 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 1 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- 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.
Plain language summary
This study focused on testing a new in vitro method, GARDskin Dose-Response (DR), to predict the quantitative potency of fragrance ingredients in causing skin sensitization. This potency is important for setting safe levels of chemicals in consumer products. The GARDskin DR assay, based on an existing skin sensitization test (OECD TG 442E), provides a quantitative measure of potency similar to the No Expected Sensitization Induction Level (NESIL). One hundred (100) fragrance ingredients with different chemical structures and reactivity patterns were tested. The assay accurately distinguished between sensitizers and non-sensitizers for 81% of the materials, and also correctly predicted their approximate potency categories. The results show that GARDskin DR is a promising tool for predicting quantitative potency for skin sensitization risk, helping to reduce animal testing and support safer product development.
Identify workplace hazards by testing skin and respiratory sensitizers
A Quick Guide to Skin Sensitization Testing
Joint publication with RIFM and IFF: Determining a Point of Departure for Skin Sensitization Potency and Quantitative Risk Assessment of Fragrance Ingredients Using the GARD®skin Dose-Response Assay
Advancing NAMs for Fragrance Safety: Collaborative Research with RIFM and IFF.
As innovators in in vitro skin sensitization testing, addressing key data gaps, we are pleased to share the publication of a new peer-reviewed article in ALTEX, which underscores the performance of GARD®skin Dose-Response in predicting the skin sensitization potency of fragrance ingredients. This study, conducted in collaboration with the expert teams at the Research Institute for Fragrance Materials, Inc. (RIFM) and IFF, contributes valuable insights to the growing body of research supporting more reliable, non-animal testing methods.
The article presents a comprehensive dataset of 100 fragrance ingredients, covering a broad chemical domain with diverse structural reactivity domains and potency levels. The results confirm GARD®skin Dose-Response‘s robust predictivity for skin sensitization potency across this wide chemical spectrum, strengthening its application for deriving No Expected Sensitization Induction Level (NESIL) values in Quantitative Risk Assessment (QRA) within frameworks like Next Generation Risk Assessment (NGRA). These advancements are pivotal in further reducing reliance on animal testing while enhancing risk assessment capabilities.
We would like to extend our gratitude to the exceptional teams who contributed to this collaboration: Isabelle Lee, Andy Forreryd, Mihwa Na, Isabella Schember, Maura Lavelle, Robin Gradin, Ulrika Mattson, Henrik Johansson, Shashi Donthamsetty, Gregory Ladics, and Anne Marie Api.
Keywords
skin sensitization, fragrance materials, point of departure, OECD TG 442E, GARDskin, new approach methodology
Abstract
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 developed, validated, and adopted in OECD test guidelines. However, work is ongoing to develop NAMs for predicting skin sensitization potency on a quantitative scale for use as a point of departure (POD) in next-generation risk assessment (NGRA). GARDskin Dose-Response (DR) is an adaptation of the validated GARDskin assay (OECD TG 442E), and the readout of the assay is a quantitative potency prediction similar to the No Expected Sensitization Induction Level (NESIL) value (µg/cm2). The goal of this study was to evaluate the performance of the GARDskin DR assay for potency prediction of fragrance ingredients. One hundred (100) fragrance ingredients from a reference database covering varied structural reactivity domains and potency were tested in GARDskin DR. Materials tested had varied 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 1 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- 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.
Plain language summary
This study focused on testing a new in vitro method, GARDskin Dose-Response (DR), to predict the quantitative potency of fragrance ingredients in causing skin sensitization. This potency is important for setting safe levels of chemicals in consumer products. The GARDskin DR assay, based on an existing skin sensitization test (OECD TG 442E), provides a quantitative measure of potency similar to the No Expected Sensitization Induction Level (NESIL). One hundred (100) fragrance ingredients with different chemical structures and reactivity patterns were tested. The assay accurately distinguished between sensitizers and non-sensitizers for 81% of the materials, and also correctly predicted their approximate potency categories. The results show that GARDskin DR is a promising tool for predicting quantitative potency for skin sensitization risk, helping to reduce animal testing and support safer product development.
SenzaGen’s Newsletter Dec 2024
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Text-only version:
SenzaGen’s Newsletter Dec 2024
As 2024 ends:
We’re proud to share how our innovative GARD® method is addressing key challenges in skin sensitization testing. In Q4, we’ve focused on filling data gaps in areas like Medical Devices, Safe Dose Levels, and Complex Mixtures—driving the shift to reliable, human-relevant solutions.
Building confidence in NAMs for Biological safety testing of Medical Devices
Progress is underway to integrate New Approach Methodologies (NAMs) into skin sensitization testing standards for Medical Devices within ISO. At the recent ISO TC 194/WG 8 meeting in Paris, SenzaGen’s Andy Forreryd presented data from the GARD®skin Medical Device pre-validation study—an important step toward its inclusion in the normative section of ISO 10993-10.
Since 2021, GARD®skin has been recognized in Annex C of the standard, and its further integration underscores the advancement of NAMs in improving biological safety assessments while reducing reliance on animal testing.
Explore how you can use in vitro methods for Biocompatibility testing
Discussing safe dose levels at ASCCT
At the recent ASCCT conference, SenzaGen presented exciting new data on assessing skin sensitizing potency, including a poster that highlighted the GARD®skin Dose-Response assay’s performance on the Reference Chemical Potency List (RCPL).
Further confirmation of the assay’s effectiveness comes from two recent publications, developed in collaboration with industry leaders L’Oréal, RIFM, and IFF. These studies demonstrate the assay’s ability to:
Access our latest publications for more insights
Conclusive testing results for Natural Extracts
In our latest webinar, we explored advancements in skin sensitization testing, focusing on challenging samples—specifically, substances that fall outside the applicability domains of conventional in vitro assays outlined in OECD Test Guidelines.
GARD®skin (OECD TG 442E) stands out as a reliable method for testing complex mixtures like natural extracts, backed by scientific data and successful industry collaborations.
Contact us for a case study on Natural Extracts
Discovery our advisory service
Toxicology, Pharmacology and Regulatory Compliance
Area of Expertise
Redeye: CEO interview Q3 2024
Redeye interviewed the CEO of SenzaGen, Peter Nählstedt, where they discussed the company’s recently released Q3 2024 report.
View CEO interview
Penser Access by Carnegie: CEO interview (in Swedish)
Penser Access by Carnegie har intervjuat SenzaGens VD, Peter Nählstedt, i samband med bolagets Q3-rapport.
Intervjun behandlar utvecklingen under kvartalet, bolagets syn på det aktuella marknadsläget samt framtidsutsikter och strategiska prioriteringar framöver.
VD-intervju – Stark tillväxt i Q3
Penser Play
SenzaGen’s Newsletter Oct 2024
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Joint poster with L’Oreal: Point of Departure for risk assessment
Improved Confidence of Quantitative Sensitizing Potency Assessment for Point of Departure Using GARD®skin Dose-Response
Presented at SOT and Eurotox 2024
Download a copy in PDF
In conclusion, the readouts from GARDskin Dose-Response derive a quantitative continuous potency estimate of skin sensitizers that may be used directly as a PoD for a seamless integration into downstream NGRA.
Identification of skin sensitization hazard and potency characterization are central aspects of risk assessment of chemicals. Current legislation advocates a transition from hazard assessment using in vivo methods to UN GHS potency subclassification and quantitative risk assessment by use of New Approach Methodologies (NAM:s) as well as Defined Approaches (DA). However, the ability of NAM assays to quantitatively estimate sensitizing potency and thereby establish a point of departure (POD) for next-generation risk assessment (NGRA) strategies is currently lacking.
To this end, the GARDskin Dose-Response (DR) method, adapted from the OECD TG 442E method GARDskin, was recently introduced. The GARDskin DR method evaluates test chemicals in a titrated range of concentrations, in order to investigate the dose-response relationship between the output from the GARDskin prediction algorithm (Decision Values; DV:s) and test chemical concentration. The combined information can be used to derive a quantitative estimation of sensitizing potency, defined as the cDV0-value, i.e, the least required dose required to elicit a positive response by the prediction model.
The current work focuses on optimizing the ability of GARDskin DR to derive a quantitative POD based on conversion to a composite Potency Value (PV; µg/cm2), taking into account both human and in vivo reference data sources. A total of 25 chemicals were used to construct predictive regression models fitted to reference PV:s. Results show that the updated models fitted to reference PV:s produced more accurate potency predictions compared with models fitted with, and aiming to predict, only LLNA EC3 and NOEL, respectively. Mean fold-change errors ranged between 2.8 and 3.2, with predicted POD:s being within or close to the range of the variation of the historical in vivo data. In addition, uncertainty in predictions was reduced, as estimated by a minimum 2-fold reduction of 95%-confidence intervals, when comparing models fitted to reference PV:s with models fitter with only LLNA EC3 and human NOEL, respectively.
In conclusion, these improvements constitute a major step forward for the ability of NAM:s to assess quantitative sensitizing potency. It demonstrates how GARDskin Dose-Response can accurately estimate a POD and be incorporated into downstream strategies for quantitative risk assessment (QRA), to ultimately contribute to the assessment of safe use levels of chemicals.
Keywords: NAM, GARDskin Dose-Response, Sensitizing potency, Quantitative risk assessment, Point of departure
Joint poster with Cargill: Case study on Hydrophobic Esters
The applicability of GARD®skin for assessing skin sensitization potential of hydrophobic esters during product development
Presented at Eurotox 2024
Download a copy in PDF
In conclusion, the inclusion of GARD®skin in the OECD test guidelines has expanded the applicability of NAMs for skin sensitization assessment.
This study demonstrates the applicability of the GARDskin assay to assess skin-sensitizing hazard of hydrophobic esters, which provides an ethical alternative to animal methods for safety assessment during product development.
The field of skin sensitization assessment is rapidly evolving and the recent advancements in New Approach Methodologies (NAMs) has made it possible for the industry to perform in vitro skin ssensitization testing with good predictivity across a large chemical space. However, challenges remain for “difficult-to-test” chemicals, those with challenging physical/chemical properties or of Unknown or Variable composition, Complex reaction products or Biological materials (UVCBs), which are often outside the applicability domain of conventional cell-based assays. GARDskin (OECD TG 442E) is a genomic-based assay with demonstrated applicability to “difficult-to-test” substances.
The aim of this study is to assess the skin sensitization potential of two ester substances of biological origin, substance A and B, using the GARDskin assay. These substances are very hydrophobic and fall outside of the applicability domain of the conventional in vitro assays.
Both substances were successfully solubilised in cell media by utilizing a combination of heating, sonication, and selection of appropriate solvent vehicles (ethanol or acetone). No cytotoxicity was observed for either substance, thus 500 μM was chosen as the input concentration for cellular stimulations. GARDskin combines a genomic readout with machine learning to predict skin sensitizing hazard, where values above the threshold (DV=0) is predicted as skin sensitizing and below as non-sensitizing. Both substances resulted in negative mean Decisions Values and thus were classified as non-sensitizers in GARDskin (A: -1.54, B: -0.339).
In conclusion, with the inclusion of GARDskin into the OECD test guidelines, the range to where NAMs are appropriate has been increased. This study demonstrates the applicability of the GARDskin assay to assess skin sensitizing hazard of hydrophobic ethyl esters, which provides an ethical alternative to animal methods for safety assessment during product development.
Keywords: NAM, skin sensitization, difficult-to-test, UVCB, Applicability domain
Joint poster with Sonova: Integrating NAMs into early-stage screening of novel materials
Case studies on the use of GARD®skin Medical Device for in vitro skin sensitization assessment
Presented at SOT and Eurotox 2024
Download a copy in PDF
In conclusion, GARDskin Medical Device can detect signals from diluted and complex extracts of solid devices, with a sensitivity superior to animal methods.
This may significantly reduce the need of animal studies, improve the safety of the final product, and avoid potential costly late-stage failures.
The recent advancements in New Approach Methodologies enables the use of in vitro method for skin sensitization assessment as part of the biocompatibility testing for medical devices, which is conventionally tested in vivo. GARDskin OECD TG 442E is included in ISO 10993-10:2021 as the only OECD validated in vitro assay that is compatible with both polar and non-polar extraction vehicles, in line with ISO 10993-12:2021. GARDskin Medical Device is an adaptation of the GARDskin assay, including a pre-sample treatment procedure where solid devices are extracted using both polar and non-polar vehicles.
The aim of this study is to demonstrate the benefits of using GARD for early-stage screening of materials intended for use in medical devices for assessing their skin sensitization potential. Results from two case studies were summarized in which GARDskin Medical Device was used for skin sensitization assessment. The first case study describes the testing of an acrylic-based device with a coating consisting of a UV-cured lacquer, where chemical analysis indicated the potential for skin sensitization. The second case study describes the testing of a polymeric material consisting of Cellulose-Acetate Propionate (CAP) with a plasticizer (Triethylene glycol bis (2-ethylhexanoate), CAS# 94-28-0), with contradictive existing in vivo (negative) and in vitro (positive) data.
In the first case study, the acrylic-based device induced a positive response in both polar and non-polar vehicles in GARDskin Medical Device and was thus classified as a skin sensitizer. It was hypothesized that the positive results may be due to inadequate curing of the lacquer within cavitary structures of the devices, where UV light exposure was insufficient. To confirm the hypothesis, follow-up testing was performed on an identical device, but without cavities, which was classified as non-sensitizer. In vivo data confirmed the outcome of the in vitro assay. Consequently, a modification was made in the manufacturing process to prevent the presence of lacquer in cavitary structures of the device.
In the second case study, the CAP material was positive in the non-polar vehicle and was thus labelled as a skin sensitizer. The plasticizer was identified as a potential culprit, considering a borderline negative result in LLNA (SI=2.97) and reported positive clinical data. To support the hypothesis a follow-up study was conducted using another adaptation of the GARDskin protocol capable of providing continuous potency predictions. The results classified the plasticizer as a weak contact allergen. As a result, a different material was selected for the device.
Keywords: Biocompatiblity, ISO 10993-10, GARDskin Medical Device, Skin Sensitization, ISO 10993-12
Joint publication with L’Oréal: In vitro prediction of skin sensitizing potency using the GARDskin Dose-Response assay: A simple regression approach
New joint publication with L’Oréal.
We are excited to announce the recent publication of a collaborative scientific paper by the expert teams at L’Oréal and SenzaGen, in Toxics MDPI. This peer-reviewed article presents new evidence on the performance of the GARD®skin Dose-Response for quantitative potency assessment of skin sensitizers.
With an extended set of 30 chemicals and a composite potency model for the prediction of sensitizing potency, the study demonstrates the ability of GARD®skin Dose-Response to predict a Point-of-Departure (PoD) for potential skin sensitizers, showing concordance with NESIL values derived from LLNA and Human data.
This research represents a significant advancement in deriving PoD values for chemicals which can be used directly in improving downstream risk assessment strategies.
Keywords
NAM; GARDskin Dose-Response; Sensitizing potency; Quantitative risk assessment; Point of departure
Abstract
Toxicological assessments of skin sensitizers have progressed towards a higher reliance on non-animal methods. Current technological trends aim to extend the utility of non-animal methods to accurately characterize skin sensitizer potency.
The GARDskin Dose-Response assay was previously described where it was shown that its main readout, the cDV0 concentration, was associated with skin sensitizing potency. The ability to predict potency in the form of NESILs derived from LLNA or human NOEL, from cDV0, was evaluated. The assessment of a dataset of 30 chemicals showed that the cDV0 values still correlated strongly and significantly with both LLNA EC3 and human NOEL values (ρ = 0.645-0.787 [p < 1×10-3]).
A composite potency value that combined LLNA and human potency data was defined, which aided the performance of the proposed model for the prediction of NESIL. The potency model accurately predicted sensitizing potency, with cross-validation errors of 2.75 and 3.22 fold changes compared with NESILs from LLNA and human, respectively.
In conclusion, the results suggest that the GARDskin Dose-Response assay may be used to derive an accurate quantitative continuous potency estimate of skin sensitizers.