FutureTox IV Workshop Summary: Predictive Toxicology for Healthy Children
TB Knudsen, SC Fitzpatrick, KN De Abrew… - Toxicological …, 2021 - academic.oup.com
… Building upon FutureTox I, II, and III, this conference focused on the latest science … vitro
profiling and in silico modeling as it relates to predictive developmental and reproductive toxicity (…
profiling and in silico modeling as it relates to predictive developmental and reproductive toxicity (…
Machine learning in predictive toxicology: recent applications and future directions for classification models
MWH Wang, JM Goodman… - … research in toxicology, 2020 - ACS Publications
… in predictive toxicology as it has shifted from in vivo studies toward in silico studies. Currently…
Therefore, to supplement the results of the search criteria obtained in Tables 1 and 2, we …
Therefore, to supplement the results of the search criteria obtained in Tables 1 and 2, we …
[PDF][PDF] FutureTox IV Workshop Summary: Predictive Toxicology for Healthy Children
L Birnbaum, OD NIEHS, A Chappelle - 2021 - newswise.com
… profiling of chemical-bioactivity relationships, and in silico models can support efforts to …
are data gaps that could be addressed with in vitro data and in silico models. Machine-learning …
are data gaps that could be addressed with in vitro data and in silico models. Machine-learning …
… by integrating ToxCast high-throughput in vitro assays with in vitro to in vivo extrapolation (IVIVE) via physiologically based pharmacokinetic (PBPK) modeling
YJ Lin, Z Lin - Journal of Hazardous Materials, 2020 - Elsevier
… 0.001, Table 2), demonstrating that our in vitro- and in silico-based … doses are for predicting
in vivo PODs and informing safety … system and reproductive toxicity were also included in this …
in vivo PODs and informing safety … system and reproductive toxicity were also included in this …
NanoTox: Development of a Parsimonious In Silico Model for Toxicity Assessment of Metal-Oxide Nanoparticles Using Physicochemical Features
NA Subramanian, A Palaniappan - ACS omega, 2021 - ACS Publications
… feature–toxicity relationships to yield predictive models. In this … a model that would be
agnostic of in vitro characteristics, … time spanned 2 orders of magnitude, so we performed a log 2 …
agnostic of in vitro characteristics, … time spanned 2 orders of magnitude, so we performed a log 2 …
Health risk assessment of cadmium exposure by integration of an in silico physiologically based toxicokinetic model and in vitro tests
Y Zhang, Z Liu, Z Wang, H Gao, Y Wang, M Cui… - Journal of Hazardous …, 2023 - Elsevier
… than the lowest toxicity concentration (in our study, the in vitro BMDL 5 ). This study used
human cell line HK-2 to eliminate extrapolation uncertainty between different species. The HK-…
human cell line HK-2 to eliminate extrapolation uncertainty between different species. The HK-…
On the utility of ToxCast-based predictive models to evaluate potential metabolic disruption by environmental chemicals
… two models against the Janesick in vitro results and our own 38-chemical reference set. We
further evaluated the predictive … Most commonly, toxicologists evaluate potential adipogenic …
further evaluated the predictive … Most commonly, toxicologists evaluate potential adipogenic …
TISBE: a public web platform for the consensus-based explainable prediction of developmental toxicity
F Mastrolorito, MV Togo, N Gambacorta… - … in Toxicology, 2024 - ACS Publications
… to integrate in vivo experimental data with nonclinical data, support … 2 further demonstrated
the goodness of our new AD method. … Predictive toxicology classification models are often …
the goodness of our new AD method. … Predictive toxicology classification models are often …
[HTML][HTML] Advancing the use of new approach methodologies for assessing teratogenicity: Building a tiered approach
M Burbank, F Gautier, N Hewitt, A Detroyer… - … Toxicology, 2023 - Elsevier
… from all three were combined or used in “2 out of 3” or a tiered … reproductive toxicity which
was then followed up in the in vitro … of predicting developmental toxicity using in silico models …
was then followed up in the in vitro … of predicting developmental toxicity using in silico models …
Health Risk Assessment of Cadmium Exposure by Integration of in Silico Physiologically Based Toxicokinetic (Pbtk) Model and in Vitro Tests
Y Zhang, Z Liu, H Gao, Y Wang, M Cui, H Peng… - Available at SSRN … - papers.ssrn.com
… in vitro POD was estimated via human PBTK model. In this study, human cell line HK-2 was
… abundant exposure, metabolic, toxicity and molecular mechanism data, so information 461 …
… abundant exposure, metabolic, toxicity and molecular mechanism data, so information 461 …