Implementation of

Autor: Glenn J, Myatt, Arianna, Bassan, Dave, Bower, Candice, Johnson, Scott, Miller, Manuela, Pavan, Kevin P, Cross

Publikováno v: Comput Toxicol

Mechanistically-driven alternative approaches to hazard assessment invariably require a battery of tests, including both in silico models and experimental data. The decision-making process, from selection of the methods to combining the information b

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::54b9706ef8d043746a7a841c16f1a627
https://pubmed.ncbi.nlm.nih.gov/35036665

The Use of Machine Learning to Support Drug Safety Prediction

Autor: Kevin P. Cross, Glenn J. Myatt

Publikováno v: Machine Learning and Deep Learning in Computational Toxicology ISBN: 9783031207297

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::2f98358c0a8af0fa86d6df4bf9cf0ea7
https://doi.org/10.1007/978-3-031-20730-3_16

In Silico Approaches In Carcinogenicity Hazard Assessment: Current Status and Future Needs

Autor: Frank Bringezu, Phillip Bellion, Alexander Amberg, Jeffrey M. Birmingham, Alejandra Trejo-Martin, Glenn J. Myatt, Amy L. Mihalchik-Burhans, Amarjit Luniwal, Naomi L. Kruhlak, Rosalie K. Elespuru, Karen H. Watanabe-Sailor, Louise Neilson, Lidia Ceriani, Markus Frericks, Alessandro Brigo, John P. Rooney, Arun R. Pandiri, Helga Gerets, Alice Luu, Arianna Bassan, Angela White, Marc A. Beal, Federica Madia, Manuela Pavan, David Faulkner, Lennart T. Anger, Elena Lo Piparo, Marie C. Fortin, Jordi Mestres, Ian Crooks, David Woolley, Raymond R. Tice, Paul Fowler, Balasubramanian Manickam, David R. Jones, Cynthia V. Rider, Serena Manganelli, Juan Lopez-Belmonte, Gloria D. Jahnke, Kevin P. Cross, Romualdo Benigni

Publikováno v: Comput Toxicol

Historically, identifying carcinogens has relied primarily on tumor studies in rodents, which require enormous resources in both money and time. In silico models have been developed for predicting rodent carcinogens but have not yet found general reg

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::de085dd3094d276c69682e6dfe5bb402
https://europepmc.org/articles/PMC8967183/

Principles and procedures for handling out-of-domain and indeterminate results as part of ICH M7 recommended (Q)SAR analyses

Autor: John Nicolette, Donald P. Quigley, Alejandra Trejo-Martin, David Woolley, Lidiya Stavitskaya, Lennart T. Anger, Dave Bower, Jennifer C. Sasaki, Candice Y. Johnson, Michelle O. Kenyon, Glenn J. Myatt, Sandy Weiner, Naomi L. Kruhlak, Susanne Glowienke, Véronique Gervais, Lisa Beilke, Angela White, Penny Leavitt, Roxanne Andaya, James Harvey, Joel P. Bercu, Andrew Teasdale, Jacky Van Gompel, Raymond Kemper, Kevin P. Cross, Scott Miller, Catrin Hasselgren, Barber Christopher Gordon, M. Vijayaraj Reddy, Joerg Wichard, Robert A. Jolly, Alessandro Brigo, Dennie S. Welch, Alexander Amberg, Russell Naven, Masamitsu Honma, Alexis Parenty, Stephen Gomez, Zoryanna Cammerer, Mark Powley, Laura Custer, Krista L. Dobo, Helga Gerets, Wolfgang Muster

Publikováno v: Regulatory toxicology and pharmacology : RTP

The International Council for Harmonization (ICH) M7 guideline describes a hazard assessment process for impurities that have the potential to be present in a drug substance or drug product. In the absence of adequate experimental bacterial mutagenic

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fc40f205a6b475a7fdd8889147e338e1
https://doi.org/10.1016/j.yrtph.2018.12.007

CATMoS: Collaborative Acute Toxicity Modeling Suite

Autor: Tyler Peryea, Ahsan Habib Polash, Alessandra Roncaglioni, Daniel M. Wilson, Warren Casey, Patricia Ruiz, Nathalie Alépée, Sherif Farag, Giovanna J. Lavado, Kimberley M. Zorn, Alexey V. Zakharov, Davide Ballabio, Katrina M. Waters, Risa Sayre, Giuseppe Felice Mangiatordi, Orazio Nicolotti, Nicole Kleinstreuer, Pankaj R. Daga, Sean Ekins, Kamel Mansouri, Liguo Wang, Judy Strickland, Matthew J. Hirn, Sudin Bhattacharya, Dac-Trung Nguyen, Emilio Benfenati, Ignacio J. Tripodi, Amanda K. Parks, Garett Goh, Dennis G. Thomas, Glenn J. Myatt, Prachi Pradeep, Gergely Zahoranszky-Kohalmi, Anton Simeonov, Arthur C. Silva, Grace Patlewicz, Timothy Sheils, Stephen Boyd, Agnes L. Karmaus, Ahmed Sayed, Alex M. Clark, Todd M. Martin, Pavel Karpov, Jeffery M. Gearhart, Robert Rallo, D Allen, Charles Siegel, Zhen Zhang, Zijun Xiao, Alexander Tropsha, Stephen J. Capuzzi, Alexandru Korotcov, Carolina Horta Andrade, Noel Southall, Viviana Consonni, Igor V. Tetko, Jeremy M. Fitzpatrick, Andrew J. Wedlake, Denis Fourches, Zhongyu Wang, Vinicius M. Alves, Eugene N. Muratov, Timothy E. H. Allen, Andrea Mauri, James B. Brown, Alexandre Varnek, Yun Tang, Sanjeeva J. Wijeyesakere, Daniel P. Russo, Cosimo Toma, Christopher M. Grulke, Michael S. Lawless, Domenico Gadaleta, Paritosh Pande, Thomas Hartung, Jonathan M. Goodman, Kristijan Vukovic, Joyce V. Bastos, Daniela Trisciuzzi, Fagen F. Zhang, Domenico Alberga, Thomas Luechtefeld, Dan Marsh, Tyler R. Auernhammer, Shannon M. Bell, Xinhao Li, Brian J. Teppen, F. Lunghini, Sergey Sosnin, Hao Zhu, Feng Gao, Craig Rowlands, Tongan Zhao, R Todeschini, Valery Tkachenko, Francesca Grisoni, Hongbin Yang, Yaroslav Chushak, Maxim V. Fedorov, Heather L. Ciallella, Gilles Marcou

Publikováno v: Environmental Health Perspectives
Environmental Health Perspectives, National Institute of Environmental Health Sciences, 2021, 129 (4), pp.047013. ⟨10.1289/EHP8495⟩

BACKGROUND: Humans are exposed to tens of thousands of chemical substances that need to be assessed for their potential toxicity. Acute systemic toxicity testing serves as the basis for regulatory hazard classification, labeling, and risk management.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6f10be9a3f401d14e1b5653e1242ab66
https://www.repository.cam.ac.uk/handle/1810/322114