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 (…

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 …

[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 …

… 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 …

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

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-…

On the utility of ToxCast-based predictive models to evaluate potential metabolic disruption by environmental chemicals

DL Filer, K Hoffman, RM Sargis… - Environmental …, 2022 - ehp.niehs.nih.gov
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 …

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 …

[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

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 …