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Verstraelen S, Maes F, Jacobs A, Remy S, Frijns E, Goelen E, Nelissen I. In vitro assessment of acute airway effects from real-life mixtures of ozone-initiated oxidation products of limonene and printer exhaust. JOURNAL OF ENVIRONMENTAL SCIENCE AND HEALTH. PART A, TOXIC/HAZARDOUS SUBSTANCES & ENVIRONMENTAL ENGINEERING 2024; 59:403-419. [PMID: 39327753 DOI: 10.1080/10934529.2024.2406113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Revised: 09/13/2024] [Accepted: 09/14/2024] [Indexed: 09/28/2024]
Abstract
In indoor air the reaction of ozone (O3) with terpenes may lead to the formation of irritating gas-phase products which may induce acute airway effects (i.e. sudden, short-term changes or symptoms related to the respiratory system). We aimed to perform an in vitro study on possible health effects of products from the O3-initiated reaction of limonene with printer exhaust, representing real-life mixtures in offices. Human bronchial epithelial cells were exposed for 1 hour (h) to limonene and O3, combined with printer exhaust. The resulting concentrations represented 34% and 6% of the generated initial concentrations of limonene (400 µg/m³) and O3 (417 µg/cm³), respectively, which were in range of high end realistic indoor concentrations. We observed that the reaction of limonene with O3 generated an increase of ultrafine particles within 1 h, with a significant increase of secondary reaction products 4-oxopentanal and 3-isopropenyl-6-oxo-heptanal at high end indoor air levels. Simultaneous printing activity caused the additional release of micron-sized particles and a further increase in reaction products. Relevant cellular endpoints to evaluate the possible induction of acute airway effects were measured. However, none of the test atmospheres representing office air was observed to induce these effects.
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Affiliation(s)
- Sandra Verstraelen
- Environmental Intelligence Unit, Flemish Institute for Technological Research (VITO nv), Mol, Belgium
| | - Frederick Maes
- Environmental Intelligence Unit, Flemish Institute for Technological Research (VITO nv), Mol, Belgium
| | - An Jacobs
- Environmental Intelligence Unit, Flemish Institute for Technological Research (VITO nv), Mol, Belgium
| | - Sylvie Remy
- Environmental Intelligence Unit, Flemish Institute for Technological Research (VITO nv), Mol, Belgium
- Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium
| | - Evelien Frijns
- Environmental Intelligence Unit, Flemish Institute for Technological Research (VITO nv), Mol, Belgium
| | - Eddy Goelen
- Environmental Intelligence Unit, Flemish Institute for Technological Research (VITO nv), Mol, Belgium
| | - Inge Nelissen
- Environmental Intelligence Unit, Flemish Institute for Technological Research (VITO nv), Mol, Belgium
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Gibb M, Liu JY, Sayes CM. The transcriptomic signature of respiratory sensitizers using an alveolar model. Cell Biol Toxicol 2024; 40:21. [PMID: 38584208 PMCID: PMC10999393 DOI: 10.1007/s10565-024-09860-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 03/25/2024] [Indexed: 04/09/2024]
Abstract
Environmental contaminants are ubiquitous in the air we breathe and can potentially cause adverse immunological outcomes such as respiratory sensitization, a type of immune-driven allergic response in the lungs. Wood dust, latex, pet dander, oils, fragrances, paints, and glues have all been implicated as possible respiratory sensitizers. With the increased incidence of exposure to chemical mixtures and the rapid production of novel materials, it is paramount that testing regimes accounting for sensitization are incorporated into development cycles. However, no validated assay exists that is universally accepted to measure a substance's respiratory sensitizing potential. The lungs comprise various cell types and regions where sensitization can occur, with the gas-exchange interface being especially important due to implications for overall lung function. As such, an assay that can mimic the alveolar compartment and assess sensitization would be an important advance for inhalation toxicology. Some such models are under development, but in-depth transcriptomic analyses have yet to be reported. Understanding the transcriptome after sensitizer exposure would greatly advance hazard assessment and sustainability. We tested two known sensitizers (i.e., isophorone diisocyanate and ethylenediamine) and two known non-sensitizers (i.e., chlorobenzene and dimethylformamide). RNA sequencing was performed in our in vitro alveolar model, consisting of a 3D co-culture of epithelial, macrophage, and dendritic cells. Sensitizers were readily distinguishable from non-sensitizers by principal component analysis. However, few differentially regulated genes were common across all pair-wise comparisons (i.e., upregulation of genes SOX9, UACA, CCDC88A, FOSL1, KIF20B). While the model utilized in this study can differentiate the sensitizers from the non-sensitizers tested, further studies will be required to robustly identify critical pathways inducing respiratory sensitization.
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Affiliation(s)
- Matthew Gibb
- Institute of Biomedical Studies (BMS), Baylor University, Waco, TX, 76798-7266, USA
| | - James Y Liu
- Department of Environmental Science (ENV), Baylor University, One Bear Place #97266, Waco, TX, 76798-7266, USA
| | - Christie M Sayes
- Institute of Biomedical Studies (BMS), Baylor University, Waco, TX, 76798-7266, USA.
- Department of Environmental Science (ENV), Baylor University, One Bear Place #97266, Waco, TX, 76798-7266, USA.
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da Silva ACG, de Mendonça ICF, Valadares MC. Characterization and applicability of a novel physiologically relevant 3D-tetraculture bronchial model for in vitro assessment of respiratory sensitization. Toxicology 2024; 503:153756. [PMID: 38369009 DOI: 10.1016/j.tox.2024.153756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 01/29/2024] [Accepted: 02/12/2024] [Indexed: 02/20/2024]
Abstract
Chemical Respiratory Allergy (CRA) is triggered after exposure to Low Molecular Weight (LMW) sensitizers and manifests clinically as asthma and rhinitis. From a risk/toxicity assessment point of view, there are few methods, none of them validated, for evaluating the respiratory sensitization potential of chemicals once the in vivo-based models usually employed for inhalation toxicity addressment do not comprise allergenicity endpoints specifically. Based on that, we developed, characterized, and evaluated the applicability of a 3D-tetraculture airway model reconstructed with bronchial epithelial, fibroblasts, endothelial and monocytic cell lines. Moreover, we exposed the tissue to maleic anhydride (MA) aerosols to challenge the model and subsequently assessed inflammatory and functional aspects of the tissue. The reconstructed tissue presented phenotypic biomarkers compatible with human bronchial epithelium, and MA aerosol exposure triggered an increased IL-8 and IL-6 production, reactive oxygen species (ROS) formation, and apoptosis of epithelial cells. Besides, augmented IL-8 production by monocytic cells was also found, correlating with dendritic cell activation within the co-culture model after MA exposure. Our results demonstrated that the 3D-tetraculture bronchial model presents hallmarks related to human airways' structure and function. Additionally, exposure to a respiratory sensitizer induced inflammatory and functional alterations in the reconstructed tissue, rendering it a valuable tool for exploring the mechanistic framework of chemically induced respiratory sensitization.
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Affiliation(s)
- Artur Christian Garcia da Silva
- Laboratory of Education and Research in In vitro Toxicology, Faculty of Pharmacy, Universidade Federal de Goiás, Goiânia, GO, Brazil
| | | | - Marize Campos Valadares
- Laboratory of Education and Research in In vitro Toxicology, Faculty of Pharmacy, Universidade Federal de Goiás, Goiânia, GO, Brazil.
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da Silva ACG, de Morais Carvalho Filho S, Valadares MC. Biological effects triggered by chemical respiratory sensitizers on THP-1 monocytic cells. Toxicol In Vitro 2023; 90:105602. [PMID: 37146919 DOI: 10.1016/j.tiv.2023.105602] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 03/27/2023] [Accepted: 04/10/2023] [Indexed: 05/07/2023]
Abstract
Respiratory sensitization encompasses a group of diseases that manifest through airway hyperresponsiveness and airflow limitation. Although the concerns regarding human health, to date there are still no validated methods for preclinical assessment of this class of toxicants once the chemical respiratory allergy mechanistic framework is not fully understood. As Dendritic Cells (DCs) are the bridging elements between innate and adaptative immune responses, we preliminarily investigated the biological alterations triggered by seven different LMW respiratory allergens in the DC model THP-1. The results have shown that exposure to respiratory allergens promoted alterations in DCs maturation/activation status and triggered pro-inflammatory changes in these cells through increased expression for the CD86/HLA-DR/CD11c surface biomarkers and enhancement in IL-8 and IL-6 production by exposed THP-1 cells. Therefore, evidence was found to support the startpoint for chemical respiratory allergy pathogenesis elucidation, subsidizing the contribution of dendritic cells in such pathomechanisms.
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Affiliation(s)
- Artur Christian Garcia da Silva
- Laboratory of Education and Research in In vitro Toxicology, Faculty of Pharmacy, Universidade Federal de Goiás, Goiânia, GO, Brazil
| | - Sérgio de Morais Carvalho Filho
- Laboratory of Education and Research in In vitro Toxicology, Faculty of Pharmacy, Universidade Federal de Goiás, Goiânia, GO, Brazil
| | - Marize Campos Valadares
- Laboratory of Education and Research in In vitro Toxicology, Faculty of Pharmacy, Universidade Federal de Goiás, Goiânia, GO, Brazil.
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Viability of cultured human skin cells treated with 1,6-hexamethylene diisocyanate monomer and its oligomer isocyanurate in different culture media. Sci Rep 2021; 11:23804. [PMID: 34893638 PMCID: PMC8664849 DOI: 10.1038/s41598-021-02811-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Accepted: 11/23/2021] [Indexed: 11/17/2022] Open
Abstract
The isocyanate monomer 1,6-hexamethylene diisocyanate (HDI) and one of its trimers, HDI isocyanurate, are airway and skin sensitizers contained in polyurethane paint. The toxic response of cultured skin cells to these compounds was measured by evaluating the isocyanate concentrations at which 50% of the cells die (i.e., lethal concentration 50%, LC50) because the relative toxicity of each form of HDI should be considered when exposure limits of HDI-based paints are set. By using a luminescent ATP-viability assay, we compared the cytotoxic effects of HDI monomer and HDI isocyanurate on cultured human skin cells (keratinocytes, fibroblasts, and melanocytes) after 4-h isocyanate exposures using culture media with varying levels of nutrients in order to also determine the effects of media composition on isocyanate toxicity. Before analysis, experimental wells were normalized to controls containing cells that were cultured with the same vehicle and media. The measured mean LC50 values ranged from 5 to 200 µM across the experimental conditions, in which HDI isocyanurate in protein-devoid media was the most toxic to cells, producing the lowest LC50 values. For HDI monomer, keratinocytes were the most resistant to its toxicity and melanocytes were the most susceptible. However, when exposed to HDI isocyanurate, the opposite was observed, with melanocytes being the most resilient and the keratinocytes and fibroblasts were more susceptible. Depending on the type of skin cells, dose–response data indicated that HDI isocyanurate was 2–6 times more toxic than HDI monomer when using protein-devoid media whereas HDI isocyanurate was 4–13 times more toxic than HDI monomer when protein-rich media was used. Therefore, if the protein-devoid saline medium alone were used for these experiments, then a significant under-estimation of their relative toxicities in protein-rich environments would have resulted. This difference is because HDI monomer toxicity was more attenuated by the presence of protein in the culture media than HDI isocyanurate toxicity. Thus, conclusions based on comparative toxicity studies and consequent inference applied to potential human toxicity can be affected by in vitro culture media conditions. The physiochemical difference in reactivity of the two forms of HDI to biological molecules most likely explains the observed toxicity differences and may have implications for skin penetration, adverse effects like skin sensitization, and systemic responses like asthma. Future studies are warranted to investigate differences in the biological availability, cellular toxicity, and immunologic sensitization mechanisms for HDI monomer and HDI isocyanurate.
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Thá EL, Canavez ADPM, Schuck DC, Gagosian VSC, Lorencini M, Leme DM. Beyond dermal exposure: The respiratory tract as a target organ in hazard assessments of cosmetic ingredients. Regul Toxicol Pharmacol 2021; 124:104976. [PMID: 34139277 DOI: 10.1016/j.yrtph.2021.104976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Revised: 05/30/2021] [Accepted: 06/11/2021] [Indexed: 10/21/2022]
Abstract
Dermal contact is the main route of exposure for most cosmetics; however, inhalation exposure could be significant for some formulations (e.g., aerosols, powders). Current cosmetic regulations do not require specific tests addressing respiratory irritation and sensitisation, and despite the prohibition of animal testing for cosmetics, no alternative methods have been validated to assess these endpoints to date. Inhalation hazard is mainly determined based on existing human and animal evidence, read-across, and extrapolation of data from different target organs or tissues, such as the skin. However, because of mechanistic differences, effects on the skin cannot predict effects on the respiratory tract, which indicates a substantial need for the development of new approach methodologies addressing respiratory endpoints for inhalable chemicals in general. Cosmetics might present a particularly significant need for risk assessments of inhalation exposure to provide a more accurate toxicological evaluation and ensure consumer safety. This review describes the differences in the mechanisms of irritation and sensitisation between the skin and the respiratory tract, the progress that has already been made, and what still needs to be done to fill the gap in the inhalation risk assessment of cosmetic ingredients.
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Affiliation(s)
- Emanoela Lundgren Thá
- Graduate Program in Genetics, Department of Genetics - Federal University of Paraná (UFPR), Curitiba, PR, Brazil.
| | | | | | | | - Márcio Lorencini
- Grupo Boticário, Product Safety Management- Q&PP, São José dos Pinhais, PR, Brazil
| | - Daniela Morais Leme
- Department of Genetics - Federal University of Paraná (UFPR), Curitiba, PR, Brazil.
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Respiratory sensitization: toxicological point of view on the available assays. Arch Toxicol 2017; 92:803-822. [DOI: 10.1007/s00204-017-2088-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Accepted: 10/05/2017] [Indexed: 12/22/2022]
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Sullivan KM, Enoch SJ, Ezendam J, Sewald K, Roggen EL, Cochrane S. An Adverse Outcome Pathway for Sensitization of the Respiratory Tract by Low-Molecular-Weight Chemicals: Building Evidence to Support the Utility ofIn VitroandIn SilicoMethods in a Regulatory Context. ACTA ACUST UNITED AC 2017. [DOI: 10.1089/aivt.2017.0010] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Kristie M. Sullivan
- Physicians Committee for Responsible Medicine, Washington, District of Columbia
| | - Steven J. Enoch
- School of Pharmacy and Biomolecular Sciences, Liverpool John Moores University, Liverpool, England
| | - Janine Ezendam
- National Institute for Public Health and the Environment (RIVM), Centre for Health Protection, Bilthoven, The Netherlands
| | - Katherina Sewald
- Fraunhofer Institute for Toxicology and Experimental Medicine ITEM, Hannover, Germany
| | - Erwin L. Roggen
- 3Rs Management & Consulting ApS (3RsMC ApS), Lyngby, Denmark
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9
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Greene T, Rogers S, Franzen A, Gentry R. A critical review of the literature to conduct a toxicity assessment for oral exposure to methyl salicylate. Crit Rev Toxicol 2016; 47:98-120. [DOI: 10.1080/10408444.2016.1236071] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Affiliation(s)
- Tracy Greene
- Environment and Health Division, Ramboll Environ, Monroe, LA, USA
| | - Sarah Rogers
- Environment and Health Division, Ramboll Environ, Monroe, LA, USA
| | - Allison Franzen
- Environment and Health Division, Ramboll Environ, Monroe, LA, USA
| | - Robinan Gentry
- Environment and Health Division, Ramboll Environ, Monroe, LA, USA
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Van Den Heuvel R, Den Hond E, Govarts E, Colles A, Koppen G, Staelens J, Mampaey M, Janssen N, Schoeters G. Identification of PM10 characteristics involved in cellular responses in human bronchial epithelial cells (Beas-2B). ENVIRONMENTAL RESEARCH 2016; 149:48-56. [PMID: 27177354 DOI: 10.1016/j.envres.2016.04.029] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2015] [Revised: 04/18/2016] [Accepted: 04/20/2016] [Indexed: 06/05/2023]
Abstract
Notwithstanding evidence is present that physicochemical characteristics of ambient particles attribute to adverse health effects, there is still some lack of understanding in this complex relationship. At this moment it is not clear which properties (such as particle size, chemical composition) or sources of the particles are most relevant for health effects. This study investigates the in vitro toxicity of PM10 in relation to PM chemical composition, black carbon (BC), endotoxin content and oxidative potential (OP). In 2013-2014 PM10 was sampled (24h sampling, 108 sampling days) in ambient air at three sites in Flanders (Belgium) with different pollution characteristics: an urban traffic site (Borgerhout), an industrial area (Zelzate) and a rural background location (Houtem). To characterize the toxic potential of PM10, airway epithelial cells (Beas-2B cells) have been exposed to particles in vitro. Different endpoints were studied including cell damage and death (cell viability) using the Neutral red Uptake assay, the production of pro-inflammatory molecules by interleukin 8 (IL-8) induction and DNA-damaging activity using the FPG-modified Comet assay. The endotoxin levels in the collected samples were analysed and the capacity of PM10 particles to produce reactive oxygen species (OP) was evaluated by electron paramagnetic resonance (EPR) spectroscopy. Chemical characteristics of PM10 (BC, As, Cd, Cr, Cu, Mn, Ni, Pb, Zn) and meteorological conditions were recorded on the sampling days. PM10 particles exhibited dose-dependent cytotoxicity in Beas-2B cells and were found to significantly induce the release of IL-8 in samples from the three locations. Oxidatively damaged DNA was observed in exposed Beas-2B cells. Endotoxin levels above the detection limit were detected in half of the samples. OP was measurable in all samples. Associations between PM10 characteristics and biological effects of PM10 were assessed by single and multiple regression analyses. The reduction in cell viability was significantly correlated with BC, Cd and Pb. The induction of IL-8 in Beas-2B cells was significantly associated with Cu, Ni and Zn and endotoxin. Endotoxin levels explained 33% of the variance in IL-8 induction. A significant interaction between ambient temperature and endotoxin on the pro-inflammatory activity was seen. No association was found between OP and the cellular responses. This study supports the hypothesis that, on an equal mass basis, PM10 induced biological effects differ due to differences in PM10 characteristics. Metals (Cd, Cu, Ni and Zn), BC, and endotoxin were among the main determinants for the observed biological responses.
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Affiliation(s)
- Rosette Van Den Heuvel
- Flemish Institute for Technological Research (VITO), Environmental Risk and Health Unit, Boeretang 200, 2400 Mol, Belgium.
| | - Elly Den Hond
- Flemish Institute for Technological Research (VITO), Environmental Risk and Health Unit, Boeretang 200, 2400 Mol, Belgium.
| | - Eva Govarts
- Flemish Institute for Technological Research (VITO), Environmental Risk and Health Unit, Boeretang 200, 2400 Mol, Belgium.
| | - Ann Colles
- Flemish Institute for Technological Research (VITO), Environmental Risk and Health Unit, Boeretang 200, 2400 Mol, Belgium.
| | - Gudrun Koppen
- Flemish Institute for Technological Research (VITO), Environmental Risk and Health Unit, Boeretang 200, 2400 Mol, Belgium.
| | - Jeroen Staelens
- Flanders Environment Agency (VMM), Unit Air, Kronenburgstraat 45, 2000 Antwerp, Belgium.
| | - Maja Mampaey
- LNE (Environment, Nature and Energy Department), Flemish Government, Koning Albert II-laan 20, 1000 Brussels, Belgium.
| | - Nicole Janssen
- National Institute for Public Health and the Environment (RIVM), P.O. Box, 2720 BA, Bilthoven, The Netherlands.
| | - Greet Schoeters
- Flemish Institute for Technological Research (VITO), Environmental Risk and Health Unit, Boeretang 200, 2400 Mol, Belgium; University of Antwerp, Department of Biomedical Sciences, 2000 Antwerp, Belgium.
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Dik S, Pennings JLA, van Loveren H, Ezendam J. Development of an in vitro test to identify respiratory sensitizers in bronchial epithelial cells using gene expression profiling. Toxicol In Vitro 2015; 30:274-80. [PMID: 26518187 DOI: 10.1016/j.tiv.2015.10.010] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2015] [Revised: 10/21/2015] [Accepted: 10/24/2015] [Indexed: 11/29/2022]
Abstract
Chemicals that induce asthma at the workplace are substances of concern. At present, there are no widely accepted methods to identify respiratory sensitizers, and classification of these substances is based on human occupational data. Several studies have contributed to understanding the mechanisms involved in respiratory sensitization, although uncertainties remain. One point of interest for respiratory sensitization is the reaction of the epithelial lung barrier to respiratory sensitizers. To elucidate potential molecular effects of exposure of the epithelial lung barrier, a gene expression profile was created based on a DNA microarray experiment using the bronchial epithelial cell line 16 HBE14o(-). The cells were exposed to 12 respiratory sensitizers and 10 non-sensitizers. For statistical analysis, we used a class prediction approach that combined three machine learning algorithms, leave-one-compound-out cross validation, and majority voting per tested compound. This approach allowed for a prediction accuracy of 95%. Identified predictive genes were mainly associated with the cytoskeleton and barrier function of the epithelial cell. Several of these genes were reported to be associated with asthma as well. Taken together, this indicates that pulmonary barrier function is an important target for respiratory sensitizers and associated genes can be used to predict the respiratory sensitization potential of chemicals.
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Affiliation(s)
- Sander Dik
- Centre for Health Protection, National Institute for Public Health and the Environment, 3720 BA Bilthoven, The Netherlands; Department of Toxicogenomics, Maastricht University, 6200 MD Maastricht, The Netherlands
| | - Jeroen L A Pennings
- Centre for Health Protection, National Institute for Public Health and the Environment, 3720 BA Bilthoven, The Netherlands
| | - Henk van Loveren
- Centre for Health Protection, National Institute for Public Health and the Environment, 3720 BA Bilthoven, The Netherlands; Department of Toxicogenomics, Maastricht University, 6200 MD Maastricht, The Netherlands
| | - Janine Ezendam
- Centre for Health Protection, National Institute for Public Health and the Environment, 3720 BA Bilthoven, The Netherlands.
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Forreryd A, Johansson H, Albrekt AS, Borrebaeck CAK, Lindstedt M. Prediction of chemical respiratory sensitizers using GARD, a novel in vitro assay based on a genomic biomarker signature. PLoS One 2015; 10:e0118808. [PMID: 25760038 PMCID: PMC4356558 DOI: 10.1371/journal.pone.0118808] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2012] [Accepted: 01/22/2015] [Indexed: 11/29/2022] Open
Abstract
Background Repeated exposure to certain low molecular weight (LMW) chemical compounds may result in development of allergic reactions in the skin or in the respiratory tract. In most cases, a certain LMW compound selectively sensitize the skin, giving rise to allergic contact dermatitis (ACD), or the respiratory tract, giving rise to occupational asthma (OA). To limit occurrence of allergic diseases, efforts are currently being made to develop predictive assays that accurately identify chemicals capable of inducing such reactions. However, while a few promising methods for prediction of skin sensitization have been described, to date no validated method, in vitro or in vivo, exists that is able to accurately classify chemicals as respiratory sensitizers. Results Recently, we presented the in vitro based Genomic Allergen Rapid Detection (GARD) assay as a novel testing strategy for classification of skin sensitizing chemicals based on measurement of a genomic biomarker signature. We have expanded the applicability domain of the GARD assay to classify also respiratory sensitizers by identifying a separate biomarker signature containing 389 differentially regulated genes for respiratory sensitizers in comparison to non-respiratory sensitizers. By using an independent data set in combination with supervised machine learning, we validated the assay, showing that the identified genomic biomarker is able to accurately classify respiratory sensitizers. Conclusions We have identified a genomic biomarker signature for classification of respiratory sensitizers. Combining this newly identified biomarker signature with our previously identified biomarker signature for classification of skin sensitizers, we have developed a novel in vitro testing strategy with a potent ability to predict both skin and respiratory sensitization in the same sample.
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Affiliation(s)
- Andy Forreryd
- Department of Immunotechnology, Lund University, Medicon Village, Lund, Sweden
| | - Henrik Johansson
- Department of Immunotechnology, Lund University, Medicon Village, Lund, Sweden
- SenzaGen AB, Medicon Village, Lund, Sweden
| | - Ann-Sofie Albrekt
- Department of Immunotechnology, Lund University, Medicon Village, Lund, Sweden
| | | | - Malin Lindstedt
- Department of Immunotechnology, Lund University, Medicon Village, Lund, Sweden
- * E-mail:
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Song MK, Choi HS, Lee HS, Ryu JC. Transcriptome Profile Analysis of Saturated Aliphatic Aldehydes Reveals Carbon Number-Specific Molecules Involved in Pulmonary Toxicity. Chem Res Toxicol 2014; 27:1362-70. [DOI: 10.1021/tx500171r] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Mi-Kyung Song
- Cellular and Molecular Toxicology Laboratory, Korea Institute of Science & Technology P.O. Box 131, Cheongryang, Seoul 130-650, Korea
| | - Han-Seam Choi
- Cellular and Molecular Toxicology Laboratory, Korea Institute of Science & Technology P.O. Box 131, Cheongryang, Seoul 130-650, Korea
| | - Hyo-Sun Lee
- Cellular and Molecular Toxicology Laboratory, Korea Institute of Science & Technology P.O. Box 131, Cheongryang, Seoul 130-650, Korea
| | - Jae-Chun Ryu
- Cellular and Molecular Toxicology Laboratory, Korea Institute of Science & Technology P.O. Box 131, Cheongryang, Seoul 130-650, Korea
- Department of Pharmacology and Toxicology,
Human and Environmental Toxicology, Korea University of Science and Technology, Gajeong-Ro 217, Yuseong-gu, Daejeon 305-350, Korea
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14
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Verstraelen S, Remy S, Casals E, De Boever P, Witters H, Gatti A, Puntes V, Nelissen I. Gene expression profiles reveal distinct immunological responses of cobalt and cerium dioxide nanoparticles in two in vitro lung epithelial cell models. Toxicol Lett 2014; 228:157-69. [PMID: 24821434 DOI: 10.1016/j.toxlet.2014.05.006] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2013] [Revised: 04/30/2014] [Accepted: 05/02/2014] [Indexed: 12/27/2022]
Abstract
Fragmentary knowledge exists on cellular signaling responses underlying possible adverse health effects of CoO- and CeO2-nanoparticles (NP)s after inhalation. We aimed to perform a time kinetic study of gene expression profiles induced by these NPs in alveolar A549 and bronchial BEAS-2B epithelial cells, and investigated possible immune system modulation. The kinetics of the cell responses induced by the NPs were different between the lung epithelial models. Both CoO- and CeO2-NP exposure induced mainly downregulation of gene transcription. BEAS-2B cells were found to be more sensitive, as they showed a higher number of differentially expressed transcripts (DET) at a 10-fold lower NP-concentration than A549 cells. Hierarchical clustering of all DET indicated that the transcriptional responses were heterogeneous among the two cell types and two NPs. Between 1% and 14% DET encoding markers involved in immune processes were observed. The transcriptional impact of the metal oxide NPs appeared to be cell-dependent, both at the general and immune response level, whereas each lung epithelial cell model responded differently to the two NP types. Thus, the study provides gene expression markers and immune processes involved in CoO- and CeO2-NP-induced toxicity, and demonstrates the usefulness of comprehensive-omics studies to differentiate between NP responses.
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Affiliation(s)
- Sandra Verstraelen
- Flemish Institute for Technological Research (VITO NV), Environmental Risk and Health Unit, Mol, Belgium.
| | - Sylvie Remy
- Flemish Institute for Technological Research (VITO NV), Environmental Risk and Health Unit, Mol, Belgium.
| | - Eudald Casals
- Institut Català de Nanotecnologia (ICN), Barcelona, Spain.
| | - Patrick De Boever
- Flemish Institute for Technological Research (VITO NV), Environmental Risk and Health Unit, Mol, Belgium; Hasselt University, Centre for Environmental Sciences, Diepenbeek, Belgium.
| | - Hilda Witters
- Flemish Institute for Technological Research (VITO NV), Environmental Risk and Health Unit, Mol, Belgium.
| | - Antonietta Gatti
- Università di Modena e Reggio Emilia, Laboratorio Biomateriali, Modena, Italy.
| | - Victor Puntes
- Institut Català de Nanotecnologia (ICN), Barcelona, Spain.
| | - Inge Nelissen
- Flemish Institute for Technological Research (VITO NV), Environmental Risk and Health Unit, Mol, Belgium.
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15
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Remy S, Verstraelen S, Van Den Heuvel R, Nelissen I, Lambrechts N, Hooyberghs J, Schoeters G. Gene expressions changes in bronchial epithelial cells: Markers for respiratory sensitizers and exploration of the NRF2 pathway. Toxicol In Vitro 2014; 28:209-17. [DOI: 10.1016/j.tiv.2013.10.017] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2013] [Revised: 10/02/2013] [Accepted: 10/28/2013] [Indexed: 10/26/2022]
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16
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De Boever P, Wens B, Forcheh AC, Reynders H, Nelen V, Kleinjans J, Van Larebeke N, Verbeke G, Valkenborg D, Schoeters G. Characterization of the peripheral blood transcriptome in a repeated measures design using a panel of healthy individuals. Genomics 2013; 103:31-9. [PMID: 24321174 DOI: 10.1016/j.ygeno.2013.11.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2013] [Revised: 06/14/2013] [Accepted: 11/29/2013] [Indexed: 01/01/2023]
Abstract
A repeated measures microarray design with 22 healthy, non-smoking volunteers (aging 32±5years) was set up to study transcriptome profiles in whole blood samples. The results indicate that repeatable data can be obtained with high within-subject correlation. Probes that could discriminate between individuals are associated with immune and inflammatory functions. When investigating possible time trends in the microarray data, we have found no differential expression within a sampling period (within-season effect). Differential expression was observed between sampling seasons and the data suggest a weak response of genes related to immune system functioning. Finally, a high number of probes showed significant season-specific expression variability within subjects. Expression variability increased in springtime and there was an association of the probe list with immune system functioning. Our study suggests that the blood transcriptome of healthy individuals is reproducible over a time period of several months.
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Affiliation(s)
- Patrick De Boever
- Flemish Institute for Technological Research, Unit Environmental Risk and Health, Belgium; Hasselt University, Centre for Environmental Sciences, Belgium.
| | - Britt Wens
- Flemish Institute for Technological Research, Unit Environmental Risk and Health, Belgium
| | - Anyiawung Chiara Forcheh
- Catholic University of Leuven, Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Belgium
| | - Hans Reynders
- Flemish Government, Environment, Nature and Energy Department, Belgium
| | - Vera Nelen
- Provincial Institute for Hygiene, Belgium
| | - Jos Kleinjans
- Maastricht University, Department of Toxicogenomics, The Netherlands
| | - Nicolas Van Larebeke
- Ghent University, Study Centre for Carcinogenesis and Primary Prevention of Cancer, Belgium
| | - Geert Verbeke
- Catholic University of Leuven, Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Belgium
| | - Dirk Valkenborg
- Flemish Institute for Technological Research, Unit Environmental Risk and Health, Belgium; Hasselt University, Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Belgium
| | - Greet Schoeters
- Flemish Institute for Technological Research, Unit Environmental Risk and Health, Belgium; University of Antwerp, Department of Biomedical Sciences, Belgium; University of Southern Denmark, Department of Environmental Medicine, Denmark
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17
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Johansson H, Albrekt AS, Borrebaeck CA, Lindstedt M. The GARD assay for assessment of chemical skin sensitizers. Toxicol In Vitro 2013; 27:1163-9. [DOI: 10.1016/j.tiv.2012.05.019] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2011] [Revised: 04/20/2012] [Accepted: 05/03/2012] [Indexed: 11/30/2022]
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18
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Cheah NP, Pennings JLA, Vermeulen JP, van Schooten FJ, Opperhuizen A. In vitro effects of aldehydes present in tobacco smoke on gene expression in human lung alveolar epithelial cells. Toxicol In Vitro 2013; 27:1072-81. [PMID: 23416264 DOI: 10.1016/j.tiv.2013.02.003] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2012] [Revised: 01/21/2013] [Accepted: 02/06/2013] [Indexed: 11/22/2022]
Abstract
Tobacco smoke consists of thousands of harmful components. A major class of chemicals found in tobacco smoke is formed by aldehydes, in particular formaldehyde, acetaldehyde and acrolein. The present study investigates the gene expression changes in human lung alveolar epithelial cells upon exposure to formaldehyde, acrolein and acetaldehyde at sub-cytotoxic levels. We exposed A549 cells in vitro to aldehydes and non-aldehyde chemicals (nicotine, hydroquinone and 2,5-dimethylfuran) present in tobacco smoke and used microarrays to obtain a global view of the transcriptomic responses. We compared responses of the individual aldehydes with that of the non-aldehydes. We also studied the response of the aldehydes when present in a mixture at relative concentrations as present in cigarette smoke. Formaldehyde gave the strongest response; a total of 66 genes were more than 1.5-fold differentially expressed mostly involved in apoptosis and DNA damage related processes, followed by acetaldehyde (57 genes), hydroquinone (55 genes) and nicotine (8 genes). For acrolein and the mixture only one gene was upregulated involved in oxidative stress. No gene expression effect was found for exposure to 2,5-dimethylfuran. Overall, aldehyde responses are primarily indicative for genotoxicity and oxidative stress. These two toxicity mechanisms are linked to respiratory diseases such as cancer and COPD, respectively. The present findings could be important in providing further understanding of the role of aldehydes emitted from cigarette smoke in the onset of pulmonary diseases.
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Affiliation(s)
- Nuan P Cheah
- Department of Toxicology, NUTRIM School for Nutrition, Toxicology & Metabolism, Maastricht University, Maastricht, The Netherlands.
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19
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Wens B, De Boever P, Verbeke M, Hollanders K, Schoeters G. Cultured human peripheral blood mononuclear cells alter their gene expression when challenged with endocrine-disrupting chemicals. Toxicology 2012; 303:17-24. [PMID: 23146750 DOI: 10.1016/j.tox.2012.10.019] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2012] [Accepted: 10/07/2012] [Indexed: 12/11/2022]
Abstract
Endocrine disrupting chemicals (EDCs) have the potential to interfere with the hormonal system and may negatively influence human health. Microarray analysis was used in this study to investigate differential gene expression in human peripheral blood cells (PBMCs) after in vitro exposure to EDCs. PBMCs, isolated from blood samples of four male and four female healthy individuals, were exposed in vitro for 18h to either a dioxin-like polychlorinated biphenyl (PCB126, 1μM), a non-dioxin-like polychlorinated biphenyl (PCB153, 10μM), a brominated flame retardant (BDE47, 10μM), a perfluorinated alkyl acid (PFOA, 10μM) or bisphenol (BPA, 10μM). ANOVA analysis revealed a significant change in the expression of 862 genes as a result of EDC exposure. The gender of the donors did not affect gene expression. Hierarchical cluster analysis created three groups and clustered: (1) PCB126-exposed samples, (2) PCB153 and BDE47, (3) PFOA and BPA. The number of differentially expressed genes varied per compound and ranged from 60 to 192 when using fold change and multiplicity corrected p-value as filtering criteria. Exposure to PCB126 induced the AhR signaling pathway. BDE47 and PCB153 are known to disrupt thyroid metabolism and exposure influenced the expression of the nuclear receptors PPARγ and ESR2, respectively. BPA and PFOA did not induce significant changes in the expression of known nuclear receptors. Overall, each compound produced a unique gene expression signature affecting pathways and GO processes linked to metabolism and inflammation. Twenty-nine genes were significantly altered in expression under all experimental conditions. Six of these genes (HSD11B2, MMP11, ADIPOQ, CEL, DUSP9 and TUB) could be associated with obesity and metabolic syndrome. In conclusion, microarray analysis identified that PBMCs altered their gene expression response in vitro when challenged with EDCs. Our screening approach has identified a number of gene candidates that warrant further study.
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Affiliation(s)
- B Wens
- Flemish Institute for Technological Research (VITO), Unit Environmental Risk and Health, Mol, Belgium
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20
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Van Den Heuvel RL, Lambrechts N, Verstraelen S, Nelissen IC, Schoeters GER. Chemical sensitization and allergotoxicology. EXPERIENTIA SUPPLEMENTUM (2012) 2012; 101:289-314. [PMID: 22945573 DOI: 10.1007/978-3-7643-8340-4_10] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
Chemical sensitization remains an important environmental and occupational health issue. A wide range of substances have been shown to possess the ability to induce skin sensitization or respiratory sensitization. As a consequence, there is a need to have appropriate methods to identify sensitizing agents. Although a considerable investment has been made in exploring opportunities to develop methods for hazard identification and characterization, there are, as yet, no validated nonanimal methods available. A state of the art of the different in vitro approaches to identify contact and respiratory capacity of chemicals is covered in this chapter.
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Affiliation(s)
- Rosette L Van Den Heuvel
- Environmental Risk and Health Unit-Toxicology, Flemish Institute for Technological Research (VITO N.V.), Centre for Advanced R&D on Alternative Methods (CARDAM), Boeretang 200, 2400, Mol, Belgium,
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21
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Lindstedt M, Borrebaeck C. Pattern rules: biomarker signatures for sensitization as an alternative to animal testing. Biomark Med 2011; 5:809-11. [DOI: 10.2217/bmm.11.82] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- Malin Lindstedt
- Department of Immunotechnology, Lund University, BMC D13, S-22184 Lund, Sweden
| | - Carl Borrebaeck
- Department of Immunotechnology, Lund University, BMC D13, S-22184 Lund, Sweden
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22
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Klein SG, Hennen J, Serchi T, Blömeke B, Gutleb AC. Potential of coculture in vitro models to study inflammatory and sensitizing effects of particles on the lung. Toxicol In Vitro 2011; 25:1516-34. [PMID: 21963807 DOI: 10.1016/j.tiv.2011.09.006] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2011] [Revised: 07/18/2011] [Accepted: 09/06/2011] [Indexed: 12/30/2022]
Abstract
Exposure to particulate matter (PM) like nanoparticles (NPs) has increased in the last century due to increased combustion processes, road traffic, etc. In addition, the progress in chemical and cosmetic industry led to many new compounds, e.g. fragrances, which humans are exposed to every day. Many chemicals are known to act as contact and some as respiratory sensitizers, causing allergic reactions. Exposure to small particles of less than 100 nm in diameter is linked with an increased risk of respiratory diseases, such as asthma or rhinitis. To date already more than 1000 customer products contain eNPs without knowing much about the health effects. In comparison to chemicals, the mechanisms by which PM and eNPs can cause sensitization are still not fully understood. Validated and regulatory accepted in vitro models to assess this hazard in its full range are still missing. While a huge number of animal studies contributed to our knowledge about sensitization processes, knowledge on involved cellular mechanisms is still limited. In this review relevant in vitro models to study and elucidate these mechanisms in more detail are presented and their potential to serve as part of a tiered testing strategy is discussed.
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Affiliation(s)
- Sebastian G Klein
- Department Environment and Agro-biotechnologies (EVA), Centre de Recherche Public, Gabriel Lippmann, 41 rue du Brill, L-4422 Belvaux, Luxembourg
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23
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Respiratory sensitization: advances in assessing the risk of respiratory inflammation and irritation. Toxicol In Vitro 2011; 25:1251-8. [PMID: 21570460 DOI: 10.1016/j.tiv.2011.04.027] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2010] [Revised: 03/04/2011] [Accepted: 04/27/2011] [Indexed: 01/14/2023]
Abstract
Respiratory sensitization provides a case study for a new approach to chemical safety evaluation, as the prevalence of respiratory sensitization has increased considerably over the last decades, but animal and/or human experimental/predictive models are not currently available. Therefore, the goal of a working group was to design a road map to develop an ASAT approach for respiratory sensitisers. This approach should aim at (i) creating a database on respiratory functional biology and toxicology, (ii) applying data analyses to understand the multi-dimensional sensitization response, and how this predisposes to respiratory inflammation and irritation, and (iii) building a systems model out of these analyses, adding pharmacokinetic-pharmacodynamic modeling to predict respiratory responses to low levels of sensitisers. To this end, the best way forward would be to follow an integrated testing approach. Experimental research should be targeted to (i) QSAR-type approaches to relate potential as a respiratory sensitizer to its chemical structure, (ii) in vitro models and (iii) in vitro-in vivo extrapolation/validation.
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24
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Vandebriel RJ, Pennings JLA, Baken KA, Pronk TE, Boorsma A, Gottschalk R, Van Loveren H. Keratinocyte Gene Expression Profiles Discriminate Sensitizing and Irritating Compounds. Toxicol Sci 2010; 117:81-9. [DOI: 10.1093/toxsci/kfq182] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
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25
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Current world literature. Curr Opin Pulm Med 2010; 16:77-82. [PMID: 19996898 DOI: 10.1097/mcp.0b013e328334fe23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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26
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Vandebriel RJ, Loveren HV. Non-animal sensitization testing: State-of-the-art. Crit Rev Toxicol 2010; 40:389-404. [DOI: 10.3109/10408440903524262] [Citation(s) in RCA: 63] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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27
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Natsch A. The Nrf2-Keap1-ARE toxicity pathway as a cellular sensor for skin sensitizers--functional relevance and a hypothesis on innate reactions to skin sensitizers. Toxicol Sci 2009; 113:284-92. [PMID: 19767620 DOI: 10.1093/toxsci/kfp228] [Citation(s) in RCA: 119] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
With the tight deadlines set both by the public and by the regulatory authorities to replace animal tests for toxicological endpoints relevant to the development of cosmetic products, a large number of research projects have recently focused on cellular endpoints affected by skin sensitizing compounds. The general aim stated in these projects was to find "markers" for skin sensitizers, be it at the level of the transcriptome or at the protein level. Rather than talking of "cellular markers," the new paradigm "Toxicity testing in the 21st century" formulated by the National Academy of Sciences in the United States focuses on "Toxicity pathways." A specific marker for any given toxicological endpoint can only exist, if specific toxicity pathways, comprising specific sensors, are linked to this endpoint. In the context of skin sensitization, one has to ask whether there is an innate cellular signaling pathway activated by skin sensitizers. Here a significant body of evidence, mainly accumulated in the last 20 months, is reviewed, indicating that indeed the Nrf2-Keap1-ARE regulatory pathway is such a toxicity pathway activated by cysteine-reactive skin sensitizers. Whereas first indications on the in vivo relevance are available, key questions remain open and can now specifically be addressed. A minority of sensitizers, more specifically reacting with lysine residues, appears not to activate the Nrf2-Keap1-ARE pathway and might trigger yet another unknown toxicity pathway.
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Affiliation(s)
- Andreas Natsch
- Bioscience Department, Fragrance Research, Givaudan Schweiz AG, Duebendorf, Switzerland.
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