Conclusive data on predictive performance of GARD™ in highly regarded scientific journal

SenzaGen announces today that research on the conformal prediction of the GARD™ assay has been published in the distinguished peer reviewed journal Toxicology in Vitro. The research presented in the publication proves that, as the first in vitro model for prediction of the skin sensitizing potential of chemicals, GARD™ is now capable of providing a statistically valid measure of uncertainty for each individual prediction, thus allowing for classification of skin sensitizers with confidence. Consequently, GARD™ can meet the growing needs of high safety skin sensitization testing and particularly since there is now proof that all chemical reactivity domains, as well as pre- and pro-haptens are within GARD’s applicability domain. 

In the publication, Predicting skin sensitizers with confidence — Using conformal prediction to determine applicability domain of GARD™, a research group from Lund University, Swetox and SenzaGen reports its successful work on implementing a mathematical framework based on conformal prediction into GARD™ for the purpose of defining the applicability domain of the assay, something often neglected by test developers. Investigation of historical data within the framework demonstrates that all hitherto tested chemical reactivity domains, as well as pre- and pro-haptens are within the applicability domain of GARD, and can be predicted with a high degree of confidence. The results of this research demonstrate that the multivariate genomic biomarker signature, the unique technology of GARD makes it applicable across various chemical reactivity domains.

The mathematical framework in this implementation defines the applicability domain in terms of similarity to the samples used for model development and is capable of providing a statistically valid measure of uncertainty associated with each prediction. Furthermore, it also delivers a warning if a specific test sample is outside the region where the model is capable of generating a reliable prediction. Similar to the field of QSAR modelling, this information should be a minimal requirement for a successful validation also of in vitro models.

As the first in vitro model for prediction of skin sensitizing potential of chemicals, GARD™ is now capable of providing a statistically valid measure of uncertainty for each individual prediction, thus allowing for classification of skin sensitizers with even higher confidence. These scientific findings will benefit the chemical industry by providing better guidance of what test to use for different substances in different chemical domains and demonstrates the even broader applicability of GARD.

Full article:  Predicting skin sensitizers with confidence — Using conformal prediction to determine applicability domain of GARD Forreryd A., Norinder U., Lindberg T., Lindstedt M.  
https://www.sciencedirect.com/science/article/pii/S0887233318300237?via%3Dihub


For more information:
Anki Malmborg Hager, CEO, SenzaGen AB
Email: anki.malmborg.hager@senzagen.com
Telephone: +46 768 284822

 

About GARD™
GARD is a group of tests for assessing chemical skin sensitizers. The tests make use of genetic biomarkers for more than 200 genes which cover the entire immune reaction and are relevant to predicting the risk of hypersensitivity. The tests have over 90% reliability. This compares with the current predominant test method, experiments on mice, which has an accuracy of 70-75%. SenzaGen’s tests are also capable of measuring the potency of a substance’s allergenic properties. Consequently, GARD tests provide a much more comprehensive basis for determining whether a substance should be classified as an allergen than current testing methods.

About SenzaGen
SenzaGen makes it possible to replace animal experiments with in vitro genetic testing to determine the allergenicity of the chemicals we come into contact with in our daily lives, such as for example in cosmetics, pharmaceuticals, food products and dyes. The company’s patented tests are the most reliable on the market and provide more information than traditional evaluation methods. We ourselves sell the tests in Sweden and the USA, and we sell through partners in several other countries. Over the next few years the company will expand geographically, make alliances with more distribution partners and launch further unique tests. SenzaGen has its headquarters in Lund in Sweden and a subsidiary in San Francisco, USA. For more information visit www.senzagen.com

News post as pdf

Predicting skin sensitizers with confidence – Using conformal prediction to determine applicability domain of GARD

Toxicol In Vitro.  Jan 30 2018,  [Epub ahead of print];48:179-187. doi: 10.1016/j.tiv.2018.01.021.

Andy Forreryd, Ulf Norinder, Tim Lindberg, Malin Lindstedt.

Abstract

GARD – Genomic Allergen Rapid Detection is a cell based alternative to animal testing for identification of skin sensitizers. The assay is based on a biomarker signature comprising 200 genes measured in an in vitro model of dendritic cells following chemical stimulations, and consistently reports predictive performances ~90% for classification of external test sets. Within the field of in vitro skin sensitization testing, definition of applicability domain is often neglected by test developers, and assays are often considered applicable across the entire chemical space. This study complements previous assessments of model performance with an estimate of confidence in individual classifications, as well as a statistically valid determination of the applicability domain for the GARD assay. Conformal prediction was implemented into current GARD protocols, and a large external test dataset (n = 70) was classified at a confidence level of 85%, to generate a valid model with a balanced accuracy of 88%, with none of the tested chemical reactivity domains identified as outside the applicability domain of the assay. In conclusion, results presented in this study complement previously reported predictive performances of GARD with a statistically valid assessment of uncertainty in each individual prediction, thus allowing for classification of skin sensitizers with confidence.

KEYWORDS:
Applicability domain; Conformal prediction; GARD; In vitro assay; Skin sensitization

PMID: 29374571     DOI: 10.1016/j.tiv.2018.01.021

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SenzaGen signs its first global licensing agreement with Eurofins BioPharma Product Testing Munich

Lund, 15 February, 2018 – SenzaGen (Nasdaq First North: SENZA) announces today that the company has signed a global licensing agreement with the leading contract research organization Eurofins BioPharma Product Testing Munich (Eurofins BPT Munich), to market the GARD™ test to its clients. GARD™ is a genome-based test, with higher accuracy than other available test methods that gives the customers important safety information whether chemical substances are at risk of causing allergies in humans.

Eurofins BioPharma Product Testing is the largest network of harmonized bio/pharmaceutical GMP/GLP product testing laboratories worldwide with 30 facilities all over the world, providing comprehensive laboratory services for the world’s major pharmaceutical, biopharmaceutical and medical device companies. The Munich subsidiary of Eurofins BioPharma Product Testing was part of the successful ring trial in the validation of GARDskin™, which was completed in the autumn of 2017.

Under the terms of the agreement, Eurofins BPT Munich will immediately include GARDskin™ and the add on test GARDpotency™ as a leading diagnostic tool in its chemical safety testing services to clients in the cosmetic, chemical and pharmaceutical industries worldwide.

“This new license agreement with such a major and strong partner provides an important stepping stone in the global marketing of GARD and it is also a hallmark of the high quality and relevance of GARD. We are very pleased to sign this important deal, in particular since Eurofins BPT Munich is a leading player in chemical safety testing, with a pronounced mission to contribute to global health and safety,” says SenzaGen’s CEO Anki Malmborg Hager.

GARDskin has the potential to meet the increasing demands in the cosmetics, chemicals and pharmaceutical industries for reliable, animal-free testing methods to assess the allergy-inducing properties of chemical substances. The test is in the process of obtaining regulatory approval and inclusion in international test guidelines.

 

For more information:
Anki Malmborg Hager, CEO, SenzaGen AB
Email: anki.malmborg.hager@senzagen.com
Telephone: +46 768 284822

 

About Eurofins BioPharma Product Testing, Munich
Eurofins BPT Munich is part of the world’s largest network of biopharmaceutical GMP/GLP testing laboratories. With more than 30 years of experience Eurofins BPT Munich provides a comprehensive testing portfolio to its clients in the fields of biopharma product testing, medical device testing and human safety testing.

Eurofins BPT Munich is a leader in in vitro and ex vivo safety testing. By offering its clients a comprehensive set of alternative in vitro and ex vivo test methods Eurofins BPT Munich provides the full service toxicological evaluation under GLP.

Eurofins BPT Munich offers clients the flexibility to choose from its fee-for-service, FTE, and the award-winning Professional Scientific Services® (PSS) service models in order to meet clients’ specific project needs.
For more information please visit:     www.eurofins.com/human-safety-testing

 

About GARD
GARD is a group of tests for assessing chemical skin sensitizers. The tests make use of genetic biomarkers for more than 200 genes which cover the entire immune reaction and are relevant to predicting the risk of hypersensitivity. The tests have up to 90% reliability. This compares with the current predominant test method, experiments on mice, which has an accuracy of 70-75%. SenzaGen’s tests are also capable of measuring the potency of a substance’s allergenic properties. Consequently, GARD tests provide a much more comprehensive basis for determining whether a substance should be classified as an allergen than current testing methods.

About SenzaGen
SenzaGen makes it possible to replace animal experiments with in vitro genetic testing to determine the allergenicity of the chemicals we come into contact with in our daily lives, such as for example in cosmetics, pharmaceuticals, food products and dyes. The company’s patented tests are the most reliable on the market and provide more information than traditional evaluation methods. We ourselves sell the tests in Sweden and the USA, and we sell through partners in several other countries. Over the next few years the company will expand geographically, make alliances with more distribution partners and launch further unique tests. SenzaGen has its headquarters in Lund in Sweden and a subsidiary in San Francisco, USA. For more information visit www.senzagen.com

 

This information is information that SenzaGen is obliged to make public pursuant to the EU Market Abuse Regulation. The information was submitted for publication, through the contact person set out above on the 15 February, 2018 at 10:30.

 SenzaGen AB are listed on Nasdaq First North in Stockholm and FNCA is the company’s Certified Adviser. For more information, please visit www.senzagen.com

 

Press release as pdf

SenzaGen’s final validation report of GARDskin™ submitted to regulatory authorities – reveals highest test prediction accuracy in the field

Lund, January 12, 2018 – SenzaGen (Nasdaq First North: SENZA) announces today that the company has submitted the final report for the validation of GARDskin™ to the regulatory authorities. Global regulatory approval and recommendation by ECVAM and OECD on the use of GARDskin is expected in April 2019. The final result presented in the report shows an unprecedented over all prediction accuracy of 93,8% in determining whether chemical substances are at risk of causing allergies. This proves that GARDskin™ outperforms all current available validated methods.

 

The analysis of the data has been performed by an independent validation statistics consultant, according to the regulatory requirements. This analysis is the base for the official report now sent in to ECVAM. The data shows that the mean accuracy from all three independent laboratories (Eurofins BioPharma Product Testing in Germany, Burleson’s Research Technologies in the United States and SenzaGen’s own laboratory in Lund) is very high, reaching an accuracy of 93,8%.

The validation has included a large number of coded chemicals unknown to the validation laboratories, to enable the blinded testing demanded in this process. All laboratory results have been provided in a blinded manner to an external validating statistics consultant, who has now decoded the identity of the chemicals to compare the GARD classification performed at each lab, and analysed the prediction accuracy of GARD in classifying compounds as non-sensitizers or sensitizers. The validation report also includes data on the robustness of the test platform and its transferability.

The results in this report constitutes the basis for the evaluation of SenzaGen’s tests in the ECVAM Scientific Committee and within the OECD for regulatory approval and Test Guideline recommendation on the use of GARDskin. The regulatory decision from OECD is expected in April 2019. GARDpotency™, which is based on the same biological platform, is being validated in parallel with GARDskin™, and is thus expected to be approved and recommended at the same time.

“These excellent validation results underpin the potential for GARD testing to become a game changer in in vitro allergy testing. We have long been aware of its high performance, and the validation now also provided by independent laboratories is of course very satisfying. Importantly, the validation has highlighted the simplicity of assay transfers to other labs. This adds to the confidence of further laboratories around the world to set up our unique assay,” says Anki Malmborg Hager, CEO of SenzaGen.

A comprehensive report of the results will be presented at the Society of Toxicology’s 57th Annual Meeting 11-15 March in San Antonio, US.

 

For more information:
Anki Malmborg Hager, CEO, SenzaGen AB
Email: anki.malmborg.hager@senzagen.com
Telephone: +46 768 284822

 

About GARD
GARD is a group of tests for assessing chemical skin sensitizers. The tests make use of genetic biomarkers for more than 200 genes which cover the entire immune reaction and are relevant to predicting the risk of hypersensitivity. The tests have up to 90% reliability. This compares with the current predominant test method, experiments on mice, which has an accuracy of 70-75%. SenzaGen’s tests are also capable of measuring the potency of a substance’s allergenic properties. Consequently, GARD tests provide a much more comprehensive basis for determining whether a substance should be classified as an allergen than current testing methods.

 

About SenzaGen
SenzaGen makes it possible to replace animal experiments with in vitro genetic testing to determine the allergenicity of the chemicals we come into contact with in our daily lives, such as for example in cosmetics, pharmaceuticals, food products and dyes. The company’s patented tests are the most reliable on the market and provide more information than traditional evaluation methods. We ourselves sell the tests in Sweden and the USA, and we sell through partners in several other countries. Over the next few years the company will expand geographically, make alliances with more distribution partners and launch further unique tests. SenzaGen has its headquarters in Lund in Sweden and a subsidiary in San Francisco, USA. For more information visit www.senzagen.com 

The information was provided by the contact person for publication on 12 January 2018 at 08:45.

SenzaGen AB are listed on Nasdaq First North in Stockholm and FNCA is the company’s Certified Adviser. For more information, please visit www.senzagen.com

Positive research results for SenzaGen’s GARDpotency test published in leading scientific journal

SenzaGen announces today that a scientific evaluation of GARDpotency shows that the test reveals with high accuracy whether chemical substances are allergenic and how strong the allergic effect of the chemical is. The results have been published in the prestigious scientific journal Altex. GARDpotency is a gene-based test which is carried out in vitro, thus eliminating the need for animal testing.

The recently published scientific evaluation has been conducted by a research group at Lund University led by Malin Lindstedt, professor and senior lecturer at the Department of Immunotechnology. The research group has been able to identify 52 biomarkers which, with very high accuracy, can quantify the allergenic effect of a chemical substance. GARDpotency is thus able to meet the challenges facing chemical manufacturers as the authorities tighten the requirements for allergy testing at the same time as regulating and prohibiting the use of the animal tests which are currently in use.

“The results of this scientific evaluation underline the fact that GARDpotency has the potential to revolutionize the testing of the chemicals we come into contact with in our daily lives. A significant advantage of GARDpotency is that it enables existing animal-based methods in regulatory testing to be replaced in line with the EU’s REACH regulation,” says SenzaGen CEO Anki Malmborg Hager.

The EU’s chemical substances regulation REACH places strict controls on the evaluation, registration and use of chemical substances. Since 2013 cosmetics may not be allergy tested on animals and, under the REACH regulation, animal-free methods must be used if available. One consequence of this is that chemicals classified as allergenic must also be potency-classified without the use of animal testing. SenzaGen has commenced a limited launch of GARDpotency and is now working to adapt the test method to the needs of industry and to achieve OECD validation.

The scientific report is available via this link:
http://www.altex.ch/resources/Zeller__of_170412_v2.pdf

For more information:
Anki Malmborg Hager, CEO SenzaGen
E-mail: amh@senzagen.com
Phone: +46 768 284822

About GARD
GARD is a group of tests for assessing chemical skin sensitizers. The tests make use of genetic biomarkers for more than 200 genes which cover the entire immune reaction and are relevant to predicting the risk of hypersensitivity. The tests have 90% reliability. This compares with the current predominant test method, experiments on mice, which has a reliability rating of 72%. SenzaGen’s tests are also capable of measuring the potency of a substance’s allergenic properties. Consequently GARD tests provide a much more comprehensive basis for determining whether a substance should be classified as an allergen than current testing methods.

About SenzaGen
SenzaGen makes it possible to replace animal experiments with in vitro genetic testing to determine the allergenicity of the chemicals we come into contact with in our daily lives, such as for example in cosmetics, pharmaceuticals, food products and dyes. The company’s patented tests are the most reliable on the market and provide more information than traditional evaluation methods. We ourselves sell the tests in Sweden and the USA, and we sell through partners in several other countries. Over the next few years the company will expand geographically, make alliances with more distribution partners and launch further unique tests. SenzaGen has its headquarters in Lund in Sweden and a subsidiary in San Francisco, USA. For more information visit www.senzagen.com

Press release in pdf

The GARD platform for potency assessment of skin sensitizing chemicals

ALTEX Online first published April 12, 2017, version 2 https://doi.org/10.14573/altex.1701101

Kathrin S. Zeller, Andy Forreryd, Tim Lindberg, Robin Gradin, Aakash Chawade and Malin Lindstedt,

Summary

Contact allergy induced by certain chemicals is a common health concern, and several alternative methods have been developed to fulfill the requirements of European legislation with regard to hazard assessment of potential skin sensitizers. However, validated methods, which provide information about the potency of skin sensitizers, are still lacking. The cell-based assay Genomic Allergen Rapid Detection (GARD), targeting key event 3, dendritic cell activation, of the skin sensitizer AOP, uses gene expression profiling and a machine learning approach for the prediction of chemicals as sensitizers or non-sensitizers. Based on the GARD platform, we here expanded the assay to predict three sensitizer potency classes according to the European Classification, Labelling and Packaging (CLP) Regulation, targeting categories 1A (strong), 1B (weak) and no cat (non-sensitizer). Using a random forest approach and 70 training samples, a potential biomarker signature of 52 transcripts was identified. The resulting model could predict an independent test set consisting of 18 chemicals, six from each CLP category and all previously unseen to the model, with an overall accuracy of 78%. Importantly, the model was shown to be conservative and only underestimated the class label of one chemical. Furthermore, an association of defined chemical protein reactivity with distinct biological pathways illustrates that our transcriptional approach can reveal information contributing to the understanding of underlying mechanisms in sensitization.

Link to article online

SenzaGen and AstraZeneca initiate technology development collaboration

SenzaGen has signed a collaboration agreement with the global biopharmaceutical  company AstraZeneca. The collaboration focuses on  testing and development of SenzaGen’s sensitization test GARDair, in order to distinguish between allergens and irritants in the respiratory tract. The goal is the validation of in vitro toxicological tests that could be applied to the discovery of new treatments for respiratory diseases without respiratory tract irritancy as a side effect.

The collaboration means that SenzaGen will use its leading technology platform GARD, with the help of AstraZeneca’s well-documented substance libraries, to develop a new genomic signature to distinguish allergens from irritants in the respiratory tract, something which is not possible today with in vitro methods. GARD examines and finds allergens in chemicals and medicines through a unique technology in accordance with the international 3Rs principle, Reduce, Replace and Refine, as an alternative to animal testing.

“During our research and drug discovery activities, it is important to be able to identify and mitigate potential toxicological issues as early as possible, to ensure our novel candidate drugs have the right safety profile for patients. This requires in vitro toxicological methods that are properly validated for their predictivity of clinical toxicity and that are compatible with integration into the drug discovery process. By combining SenzaGen’s technological expertise and our experience with inhaled compounds, we aim to develop a novel method to investigate whether novel drug-like molecules induce similar genomic signatures as known respiratory irritants. That could ultimately be applied to steer away from a potential irritancy hazard and enable the discovery of safer drugs for patients’” says Jorrit Hornberg, Director of Discovery Safety at AstraZeneca Gothenburg.

With this new agreement SenzaGen is initiating yet another important development collaboration with the pharmaceutical industry. SenzaGen’s focus is on introducing its tests into the pharmaceutical industry and on striving to demonstrate that there are safer and more accurate tests than those that use animals.

“This collaboration with AstraZeneca is a milestone for SenzaGen. It shows that leading pharmaceutical companies see the potential of next-generation testing and that this testing has considerable industrial value. Furthermore, the collaboration will provide SenzaGen with valuable knowledge and will help to refine and develop our GARD test for further commercial opportunities,”says
Anki Malmborg Hager, CEO of SenzaGen.

The research project will run for 12 to 18 months and is in collaboration with AstraZeneca Gothenburg, contributing to the EU Horizon 2020 project granted to SenzaGen for the development of in vitro respiratory sensitization test.

For more information:
Anki Malmborg Hager, CEO, SenzaGen AB
E-mail: amh@senzagen.com
Phone: 46 768 284822

About GARD
GARD is a group of tests for assessing chemical skin sensitizers. The tests make use of genetic biomarkers for more than 200 genes which cover the entire immune reaction and are relevant to predicting the risk of hypersensitivity. The tests have 90% reliability. This compares with the current predominant test method, experiments on mice, which has a reliability rating of 72%. SenzaGen’s tests are also capable of measuring the potency of a substance’s allergenic properties. Consequently GARD tests provide a much more comprehensive basis for determining whether a substance should be classified as an allergen than current testing methods.

About SenzaGen
SenzaGen makes it possible to replace animal experiments with in vitro genetic testing to determine the allergenicity of the chemicals we come into contact with in our daily lives, such as for example in cosmetics, pharmaceuticals, food products and dyes. The company’s patented tests are the most reliable on the market and provide more information than traditional evaluation methods. We ourselves sell the tests in Sweden and the USA, and we sell through partners in several other countries. Over the next few years the company will expand geographically, make alliances with more distribution partners and launch further unique tests. SenzaGen has its headquarters in Lund in Sweden and a subsidiary in San Francisco, USA. For more information visit www.senzagen.com.

About AstraZeneca
AstraZeneca is a global, science-led biopharmaceutical company that focuses on the discovery, development and commercialisation of prescription medicines, primarily for the treatment of diseases in three main therapy areas – Oncology, Cardiovascular & Metabolic Diseases and Respiratory. The Company also is selectively active in the areas of autoimmunity, neuroscience and infection. AstraZeneca operates in over 100 countries and its innovative medicines are used by millions of patients worldwide.

Press release in pdf

SenzaGen introduces GARDpotency – a unique method for measuring the allergenicity of chemical substances

SenzaGen AB announces today the start of pilot sales of GARDpotency, the first animal-free method of analysis that can provide invaluable information on the allergenic potency of a chemical substance. GARDpotency is a unique complement to the previously launched test method GARDskin.

For a long time there has been huge demand from government and industry to be able to quantify the strength of chemicals’ allergenicity. SenzaGen’s new in vitro test method GARDpotency makes this possible for the first time. Quantitative information is a requirement of REACH, the EU chemicals regulation, and is of great help to companies that develop new cosmetics, pharmaceuticals and food products. Until now all testing for potency classification has been carried out on animals.

As a first step in the launch of GARDpotency, SenzaGen will present the test method for potential customers in connection with the Society of Toxicology’s annual conference 12-16 March 2017 in Baltimore, USA. The technology behind GARDpotency has been developed by a research group at Lund University. At the conference, which brings together around 6,500 toxicologists from more than 60 countries, the research team will present two scientific papers describing GARDpotency as well as new application areas for GARDskin. Summaries of the research results will soon be made available and will also be available on the SenzaGen website after the scientific publications are published.

“We see great market potential for GARDpotency. It is already possible to determine if a chemical can cause allergies, but there is a significant additional need among both manufacturers and regulatory bodies to be able to quantify how strong the allergenic effect is. Until now no animal-free testing has been available and we are extremely proud to be the first to offer this to the chemicals industry,” says SenzaGen’s CEO, Anki Malmborg Hager.

GARDskin is scientifically validated and has been approved for validation in accordance with OECD requirements on allergy tests. The test provides greater than 90 percent accuracy in the classification of allergenic substances.

For more information:
Anki Malmborg Hager,
CEO, SenzaGen AB
E-mail: amh@senzagen.com
Phone: 46 768 284822

About GARD
GARD is a group of tests for assessing chemical skin sensitizers. The tests make use of genetic biomarkers for more than 200 genes which cover the entire immune reaction and are relevant to predicting the risk of hypersensitivity. The tests have 90% reliability. This compares with the current predominant test method, experiments on mice, which has a reliability rating of 72%. SenzaGen’s tests are also capable of measuring the potency of a substance’s allergenic properties. Consequently GARD tests provide a much more comprehensive basis for determining whether a substance should be classified as an allergen than current testing methods.

About SenzaGen
SenzaGen makes it possible to replace animal experiments with in vitro genetic testing to determine the allergenicity of the chemicals we come into contact with in our daily lives, such as for example in cosmetics, pharmaceuticals, food products and dyes. The company’s patented tests are the most reliable on the market and provide more information than traditional evaluation methods. We ourselves sell the tests in Sweden and the USA, and we sell through partners in several other countries. Over the next few years the company will expand geographically, make alliances with more distribution partners and launch further unique tests. SenzaGen has its headquarters in Lund in Sweden and a subsidiary in San Francisco, USA. For more information visit www.senzagen.com

Press release in pdf

senzagen gard session

SenzaGen is presenting at hosted sessions at Society of Toxicology 56th Annual Meeting in Baltimore March 12-16, 2017

Lund University Scientist Andy Forreryd and SenzaGen CEO Anki Malmborg Hager will give a presentatios about the GARD assay at exhibitor hosted sessions at the Society of Toxicology 56th Annual Meeting in Baltimore, on the 13th and 14th of March.

The meeting promises more than 150 scientific sessions, approximately 350 ToxExpo exhibitors offering you the latest information on services and technology, thousands of abstract presentations, continuing education courses, awards presentations, receptions, career guidance and support, and more.

Presentations details

– Replacement of Animal Testing for CLP/GHS Classification of Skin Sensitizers is now possible using a Modified Genomic GARDskin [OECD TGP 4.106] Assay
SenzaGen presents the latest development towards reliable potency classification of chemicals according to CLP 1A and 1B, taking both LLNA and Human potency data in consideration. The assay is based on GARDskin and utilizes a refined gene expression signature developed specifically for potency categorization with high predictability.

Date: 3/13 Time: 13:30 -14:30  Room: 338

– Advantages with Genome Testing Opening up the Landscape for New Application Possibilities for Sensitization Testing using SenzaGen’s Genomic GARD Assay
SenzaGen’s GARD assay is based on expression analysis of predictive genomic biomarker signatures. Prediction calls of test substances are generated by computational methods based on machine learning. SenzaGen presents their experience in skin and respiratory sensitization testing, working with challenging compounds and mixtures, active substances, potency classification and NOEL interpretation.

Date: 3/14 Time: 13:30-14:30  Room: 338

These session are Exhibitor-Hosted Session. Although not an official part of the SOT Annual Meeting scientific program, its presentation is permitted by the Society.

Attendees are welcomed from researcher community, industry, manufacturers, regulatory agencies, consultants, CROs and every one interested in safety testing of chemical compounds.

Evaluation of the GARD assay in a blind Cosmetics Europe study

ALTEX Online first published February 17, 2017 https://doi.org/10.14573/altex.1701121

Johansson H., Gradin R., Forreryd A., Agemark M., Zeller K., Johansson A., Larne O., van Vliet E.,  Borrebaeck C., Lindstedt M.,

Summary

Chemical hypersensitivity is an immunological response towards foreign substances, commonly referred to as sensitizers, which gives rise primarily to the clinical symptoms known as allergic contact dermatitis. For the purpose of mitigating risks associated with consumer products, chemicals are screened for sensitizing effects. Historically, such predictive screenings have been performed using animal models. However, due to industrial and regulatory demand, animal models for the purpose of sensitization assessment are being replaced by animalfree testing methods, a global trend that is spreading across industries and market segments. To meet this demand, the Genomic Allergen Rapid Detection (GARD) assay was developed. GARD is a novel, cell-based assay that utilizes the innate recognition of xenobiotic substances by dendritic cells, as measured by a multivariate readout of genomic biomarkers. Following cellular stimulation, chemicals are classified as sensitizers or non-sensitizers based on induced transcriptional profiles. Recently, a number of animal-free methods were comparatively evaluated by Cosmetic Europe, using a coherent and blinded test panel of reference chemicals with human and local lymph node assay data, comprising a wide range of sensitizers and non-sensitizers. In this paper, the outcome of the GARD assay is presented. It was demonstrated that GARD is a highly functional assay with a predictive performance of 83% in this Cosmetics Europe dataset. The average accumulated predictive accuracy of GARD across independent datasets was 86%, for skin sensitization hazard. Keywords: GARD, sensitization, in vitro, predictive accuracy, alternative methods

Link to article e-pub ahead of print