Abstract
Evaluating exposure is important to identify viable alternatives to harmful chemicals in products. Yet, current substitution methods lack efficient and flexible approaches to quantify exposure for the numerous product-chemical combinations. To address this gap, we present an operational matrix-based high-throughput framework efficiently coupling multi-pathway nearfield (worker and consumer) with far-field (general population) exposures. We first determine the chemical mass in a product and define the compartments in which chemicals enter the environment, e.g., ‘object surface layer’ for cleaning products. We then structure fractions transferred to other compartments and humans in a matrix, using seven
product models. Inverting this matrix yields cumulative transfer fractions and Product Intake Fractions linking chemical mass taken in by humans to mass of chemicals in products. We finally determine exposure doses or exposures based on product functions. Our framework was applied to generate high-throughput exposure results for 8000+ chemicals in Tox21 and for 9000+ product-chemical combinations commonly used in the US. Exposure estimates range from 0.7 ppm to 93% across chemicals. Exposure doses for product users can vary from 1E-9 to 400 mg/kgBW/d, dominated by inhalation and dermal exposure. For each product application, we are able to determine the chemical-specific contributions of
pathways and population groups to overall exposure and compare relative exposure magnitudes across chemicals in a given product. Combining these exposures with toxicity data, we are able to identify main chemicals of concern and rank alternatives. Systematic sensitivity studies enable us to identify the most important product and chemical attributes and produce heat maps to easily determine exposure, for use in a screening substitution approaches, as will be illustrated for chemical alternatives in several product types. The more detailed massbalanced-based framework is readily available for use by substitution practitioners to screen a wide range of product-chemical combinations.
product models. Inverting this matrix yields cumulative transfer fractions and Product Intake Fractions linking chemical mass taken in by humans to mass of chemicals in products. We finally determine exposure doses or exposures based on product functions. Our framework was applied to generate high-throughput exposure results for 8000+ chemicals in Tox21 and for 9000+ product-chemical combinations commonly used in the US. Exposure estimates range from 0.7 ppm to 93% across chemicals. Exposure doses for product users can vary from 1E-9 to 400 mg/kgBW/d, dominated by inhalation and dermal exposure. For each product application, we are able to determine the chemical-specific contributions of
pathways and population groups to overall exposure and compare relative exposure magnitudes across chemicals in a given product. Combining these exposures with toxicity data, we are able to identify main chemicals of concern and rank alternatives. Systematic sensitivity studies enable us to identify the most important product and chemical attributes and produce heat maps to easily determine exposure, for use in a screening substitution approaches, as will be illustrated for chemical alternatives in several product types. The more detailed massbalanced-based framework is readily available for use by substitution practitioners to screen a wide range of product-chemical combinations.
Original language | English |
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Title of host publication | Book of abstarcts of The Toxicology Forum 'Determining Relevant Low-Level Chemical Exposures for Safetey Assessments of Consumer Products' |
Publication date | 2019 |
Publication status | Published - 2019 |
Event | The Toxicology Forum 2019 : Determining Relevant Low-Level Chemical Exposures for Safetey Assessments of Consumer Products - The Hotel Brussels, Brussel, Belgium Duration: 20 May 2019 → 22 May 2019 |
Conference
Conference | The Toxicology Forum 2019 |
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Location | The Hotel Brussels |
Country/Territory | Belgium |
City | Brussel |
Period | 20/05/2019 → 22/05/2019 |