2011
DOI: 10.1016/j.taap.2011.08.025
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Identifying developmental toxicity pathways for a subset of ToxCast chemicals using human embryonic stem cells and metabolomics

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Cited by 92 publications
(50 citation statements)
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“…Latest studies from ToxCast have demonstrated the feasibility of predictive modeling of fertility, blood vessel development, and prenatal developmental toxicity (Sipes et al, 2011a). Angiogenesis can be considered an example, as cell-agent based models (ABMs) for angiogenesis have been developed that recapitulate HTS data at a histological scale (Kleinstreuer et al, 2011). In this regard, (Q)SARs may become more informed as we train these read-across methods with information from HTS data and cellular ABMs.…”
Section: In Silico Approachesmentioning
confidence: 99%
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“…Latest studies from ToxCast have demonstrated the feasibility of predictive modeling of fertility, blood vessel development, and prenatal developmental toxicity (Sipes et al, 2011a). Angiogenesis can be considered an example, as cell-agent based models (ABMs) for angiogenesis have been developed that recapitulate HTS data at a histological scale (Kleinstreuer et al, 2011). In this regard, (Q)SARs may become more informed as we train these read-across methods with information from HTS data and cellular ABMs.…”
Section: In Silico Approachesmentioning
confidence: 99%
“…In vitro work so far has combined mainly whole embryo culture and transcriptomics (Luijten et al, 2010) or the EST with metabolomics (Kleinstreuer et al, 2011;West et al, 2010), proteomics (Groebe et al, 2010;Klemm et al, 2008;Klemm and Schrattenholz, 2004;Seiler and Spielmann, 2011) or transcriptomics, as summarized recently (van Dartel and Piersma, 2011). These approaches use patterns or biomarkers derived from a training set of substances to identify substances with similar mode of action.…”
Section: Information-rich Single Testsmentioning
confidence: 99%
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“…Another solution to both of these issues is to develop and employ more complex, cellular and multi-scale, biologically based models that incorporate information and knowledge of the structure of the biological pathways being altered that include pharmacokinetic information and that explicitly include multiple levels of biological organization [9,26,27,[50][51][52][53]. This is the driver of our virtual tissue modelling research (http://www.epa.gov/ncct/v-Embryo/ http://www.epa.gov/ncct/ virtual_liver/).…”
Section: Discussionmentioning
confidence: 99%
“…the integrapected from this approach, especially applications in human stem cells. these are seen as highly promising, as they could provide insight into human toxicity pathways (Kleinstreuer et al, 2011).…”
Section: Metabolomicsmentioning
confidence: 99%