Assessing chemical carcinogenicity: hazard identification, classification, and risk assessment. Insight from a toxicology forum state-of-the-science workshop

SP Felter, VS Bhat, PA Botham… - Critical Reviews in …, 2021 - Taylor & Francis
Abstract The Toxicology Forum convened an international state-of-the-science workshop
Assessing Chemical Carcinogenicity: Hazard Identification, Classification, and Risk …

Increased cell proliferation as a key event in chemical carcinogenesis: application in an integrated approach for the testing and assessment of non-genotoxic …

C Strupp, M Corvaro, SM Cohen, JC Corton… - International journal of …, 2023 - mdpi.com
In contrast to genotoxic carcinogens, there are currently no internationally agreed upon
regulatory tools for identifying non-genotoxic carcinogens of human relevance. The rodent …

[HTML][HTML] Rethinking chronic toxicity and carcinogenicity assessment for agrochemicals project (ReCAAP): A reporting framework to support a weight of evidence safety …

GM Hilton, C Adcock, G Akerman, J Baldassari… - Regulatory Toxicology …, 2022 - Elsevier
Rodent cancer bioassays have been long-required studies for regulatory assessment of
human cancer hazard and risk. These studies use hundreds of animals, are resource …

A transformative vision for an omics-based regulatory chemical testing paradigm

KJ Johnson, SS Auerbach, T Stevens… - Toxicological …, 2022 - academic.oup.com
Use of molecular data in human and ecological health risk assessments of industrial
chemicals and agrochemicals has been anticipated by the scientific community for many …

DeepCarc: Deep learning-powered carcinogenicity prediction using model-level representation

T Li, W Tong, R Roberts, Z Liu… - Frontiers in artificial …, 2021 - frontiersin.org
Carcinogenicity testing plays an essential role in identifying carcinogens in environmental
chemistry and drug development. However, it is a time-consuming and label-intensive …

Predicting chemical carcinogens using a hybrid neural network deep learning method

S Limbu, S Dakshanamurthy - Sensors, 2022 - mdpi.com
Determining environmental chemical carcinogenicity is urgently needed as humans are
increasingly exposed to these chemicals. In this study, we developed a hybrid neural …

[HTML][HTML] Grouping of UVCB substances with dose-response transcriptomics data from human cell-based assays

JS House, FA Grimm, WD Klaren, A Dalzell, S Kuchi… - Altex, 2022 - ncbi.nlm.nih.gov
The application of in vitro biological assays as new approach methodologies (NAMs) to
support grouping of UVCB (unknown or variable composition, complex reaction products …

A rat liver transcriptomic point of departure predicts a prospective liver or non-liver apical point of departure

KJ Johnson, SS Auerbach, E Costa - Toxicological Sciences, 2020 - academic.oup.com
Identifying a toxicity point of departure (POD) is a required step in human health risk
characterization of crop protection molecules, and this POD has historically been derived …

Repeat-dose toxicity prediction with Generalized Read-Across (GenRA) using targeted transcriptomic data: A proof-of-concept case study

T Tate, J Wambaugh, G Patlewicz, I Shah - Computational Toxicology, 2021 - Elsevier
Read-across is a data gap filling technique utilized to predict the toxicity of a target chemical
using data from similar analogues. Recent efforts such as Generalized Read-Across …

Carcinogenicity testing in drug development: Getting it right

P Baldrick, S Jain - Regulatory Toxicology and Pharmacology, 2023 - Elsevier
For a pharmaceutical drug, carcinogenicity testing occurs in rodents to identify its
tumorigenic potential to allow assessment of the risk from its use in humans. Testing takes …