The neurosphere assay for developmental neurotoxicity testing

semanticscholar(2017)

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摘要
analogous threshold rules applied, followed by expert intervention for data points for which the automated system failed to generate an expert call. The semi-automated expert calls, which were completed in 5 days, compared to 3 weeks for the manual approach, agreed with the human expert calls for 93% of the 6956 chemicals based on a conservative approach for all combined classified calls. As a proof of concept, the complex nuclear receptor binding/ activation data was successfully transformed into a purposeful dataset. This methodology can be extended to other MIEs, including enzyme inhibition. MIE datasets created this way have useful applications, including faster structural alerts development in a transparent in silico system like Derek Nexus, for insertion in a purposeful database, to support adverse outcome pathway frameworks and for model building.
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