Use of deep learning methods to translate drug-induced gene expression changes from rat to human primary hepatocytes.

Use of deep learning methods to translate drug-induced gene expression changes from rat to human primary hepatocytes.

In clinical trials, animal and cell line models are often used to evaluate the potential toxic effects of a novel compound or candidate drug before progressing to human trials. However, relating the results of animal and in vitro model exposures to relevant clinical outcomes in the human in vivo sys...

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Bibliographic Details
Main Authors: Shauna D O'Donovan, Kurt Driessens, Daniel Lopatta, Florian Wimmenauer, Alexander Lukas, Jelmer Neeven, Tobias Stumm, Evgueni Smirnov, Michael Lenz, Gokhan Ertaylan, Danyel G J Jennen, Natal A W van Riel, Rachel Cavill, Ralf L M Peeters, Theo M C M de Kok
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0236392

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https://doi.org/10.1371/journal.pone.0236392

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