Artificial intelligence and machine learning in computational nanotoxicology: unlocking and empowering nanomedicine

AV Singh, MHD Ansari, D Rosenkranz… - Advanced …, 2020 - Wiley Online Library
Advances in nanomedicine, coupled with novel methods of creating advanced materials at
the nanoscale, have opened new perspectives for the development of healthcare and …

Validation of the γH2AX biomarker for genotoxicity assessment: a review

B Kopp, L Khoury, M Audebert - Archives of toxicology, 2019 - Springer
The H2AX histone protein is rapidly phosphorylated at the serine-139 position (γH2AX) in
response to a broad range of DNA lesions. γH2AX induction is one of the earliest events in …

Discovery of Risdiplam, a Selective Survival of Motor Neuron-2 (SMN2) Gene Splicing Modifier for the Treatment of Spinal Muscular Atrophy (SMA)

H Ratni, M Ebeling, J Baird, S Bendels, J Bylund… - 2018 - ACS Publications
SMA is an inherited disease that leads to loss of motor function and ambulation and a
reduced life expectancy. We have been working to develop orally administrated …

Recent advances in γH2AX biomarker-based genotoxicity assays: A marker of DNA damage and repair

N Rahmanian, M Shokrzadeh, M Eskandani - DNA repair, 2021 - Elsevier
The phosphorylation of histone variant H2AX and formation of γH2AX is a primary response
to the DNA double-strand breaks (DSBs). Detection of γH2AX is a robust and sensitive tool …

Toxicological and pharmacokinetic properties of sucralose-6-acetate and its parent sucralose: in vitro screening assays

SS Schiffman, EH Scholl, TS Furey… - Journal of Toxicology …, 2023 - Taylor & Francis
The purpose of this study was to determine the toxicological and pharmacokinetic properties
of sucralose-6-acetate, a structural analog of the artificial sweetener sucralose. Sucralose-6 …

Application of a new approach methodology (NAM)-based strategy for genotoxicity assessment of data-poor compounds

AMV Fortin, AS Long, A Williams, MJ Meier… - Frontiers in …, 2023 - frontiersin.org
The conventional battery for genotoxicity testing is not well suited to assessing the large
number of chemicals needing evaluation. Traditional in vitro tests lack throughput, provide …

Quantitative interpretation of ToxTracker dose–response data for potency comparisons and mode‐of‐action determination

L Boisvert, R Derr, T Osterlund… - Environmental and …, 2023 - Wiley Online Library
ToxTracker is an in vitro mammalian stem cell‐based reporter assay that detects activation
of specific cellular signaling pathways (DNA damage, oxidative stress, and/or protein …

In vivo toxicity and genotoxicity of beauvericin and enniatins. Combined approach to study in vivo toxicity and genotoxicity of mycotoxins beauvericin (BEA) and …

F Maranghi, R Tassinari, L Narciso… - EFSA Supporting …, 2018 - Wiley Online Library
Beauvericin (BEA) and Enniatins (ENN) are mycotoxins produced by Fusarium fungi
detected in food and feed; there are insufficient data to establish their reference values. To …

Investigating the generalizability of the MultiFlow® DNA damage assay and several companion machine learning models with a set of 103 diverse test chemicals

SM Bryce, DT Bernacki, SL Smith-Roe… - Toxicological …, 2018 - academic.oup.com
The in vitro MultiFlow DNA Damage assay multiplexes p53, γH2AX, phospho-histone H3,
and polyploidization biomarkers into 1 flow cytometric analysis (Bryce, SM, Bernacki, DT …

Application of the adverse outcome pathway framework to genotoxic modes of action

JC Sasaki, A Allemang, SM Bryce… - Environmental and …, 2020 - Wiley Online Library
In May 2017, the Health and Environmental Sciences Institute's Genetic Toxicology
Technical Committee hosted a workshop to discuss whether mode of action (MOA) …