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On selecting a minimal set of in vitro assays to reliably determine estrogen agonist activity
Institution:1. School of Freshwater Sciences, University of Wisconsin, Milwaukee, Milwaukee, WI 53204, USA;2. Department of Environment Sciences, University of California, Riverside, CA 92521, USA;3. Southern California Coastal Water Research Project Authority, 3535 Harbor Blvd, Costa Mesa, CA 92626, USA;1. University of Applied Sciences and Arts Northwestern Switzerland (FHNW), School of Life Sciences, Gründenstrasse 40, CH-4132 Muttenz, Switzerland;2. Commonwealth Scientific and Industrial Research Organisation (CSIRO), Land and Water Flagship, PMB2, Glen Osmond, 5064 South Australia, Australia;3. IRCCS – Istituto di Ricerche Farmacologiche “Mario Negri”, Environmental Biomarkers Unit, Department of Environmental Health Sciences, Via La Masa 19, I-20156 Milan, Italy;4. Swiss Federal Institute of Technology (ETH Zürich), Institute of Biogeochemistry and Pollution Dynamics, Department of Environmental System Sciences, CH-8092 Zürich, Switzerland;1. Regulatory Toxicology Research Division, Bureau of Chemical Safety, Food Directorate, HPFB, Health Canada, ON, Canada;2. Exposure and Biomonitoring Division, Environmental Health Science and Research Bureau (EHSRB), Healthy Environments and Consumer Safety Branch (HECSB), Health Canada, Ottawa, ON, Canada;3. Mechanistic Studies Division, EHSRB, HECSB, Health Canada, Ottawa, ON, Canada;4. National Center for Computational Toxicology, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, NC, USA;5. Existing Substances Risk Assessment Bureau, HECSB, Health Canada, Ottawa, ON, Canada;1. OECD/EHS, Paris, France;2. NIH/NIEHS/DNTP/NICEATM, RTP, NC, USA;3. ILS, RTP, NC, USA;4. EPA/ORD/NCCT, RTP, NC, USA;5. Leidos, RTP, NC, USA;6. EPA/OSCP, Washington, DC, USA
Abstract:The US EPA is charged with screening chemicals for their ability to be endocrine disruptors through interaction with the estrogen, androgen and thyroid axes. The agency is exploring the use of high-throughput in vitro assays to use in the Endocrine Disruptor Screening Program (EDSP), potentially as replacements for lower-throughput in vitro and in vivo tests. The first replacement is an integrated computational and experimental model for estrogen receptor (ER) activity, to be used as an alternative to the EDSP Tier 1 in vitro ER binding and transactivation assays and the in vivo uterotrophic bioassay. The ER agonist model uses a set of 16 in vitro assays that incorporate multiple technologies and cell lines and probe multiple points in the ER pathway. Here, we demonstrate that subsets of assays with as few as 4 assays can predict the activity of all 1811 chemicals tested with accuracy equivalent to that of the full 16-assay model. The prediction accuracy against reference chemicals is higher than that of the full chemical set, partly because the larger set contains many chemicals that can cause a variety of types of assay interference There are multiple accurate assay subsets, allowing flexibility in the construction of a multiplexed assay battery. We also discuss the issue of challenging chemicals, i.e. those that can give false positive results in certain assays, and could hence be more problematic when only a few assays are used.
Keywords:Endocrine disruption  Estrogen receptor  Alternative testing methods
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