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A Combined In Vitro/In Silico Approach to Identifying Off-Target Receptor Toxicity

Many xenobiotics can bind to off-target receptors and cause toxicity via the dysregulation of downstream transcription factors. Identification of subsequent off-target toxicity in these chemicals has often required extensive chemical testing in animal models. An alternative, integrated in vitro/in s...

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Autores principales: Leedale, Joseph, Sharkey, Kieran J., Colley, Helen E., Norton, Áine M., Peeney, David, Mason, Chantelle L., Sathish, Jean G., Murdoch, Craig, Sharma, Parveen, Webb, Steven D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6147237/
https://www.ncbi.nlm.nih.gov/pubmed/30240756
http://dx.doi.org/10.1016/j.isci.2018.05.012
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author Leedale, Joseph
Sharkey, Kieran J.
Colley, Helen E.
Norton, Áine M.
Peeney, David
Mason, Chantelle L.
Sathish, Jean G.
Murdoch, Craig
Sharma, Parveen
Webb, Steven D.
author_facet Leedale, Joseph
Sharkey, Kieran J.
Colley, Helen E.
Norton, Áine M.
Peeney, David
Mason, Chantelle L.
Sathish, Jean G.
Murdoch, Craig
Sharma, Parveen
Webb, Steven D.
author_sort Leedale, Joseph
collection PubMed
description Many xenobiotics can bind to off-target receptors and cause toxicity via the dysregulation of downstream transcription factors. Identification of subsequent off-target toxicity in these chemicals has often required extensive chemical testing in animal models. An alternative, integrated in vitro/in silico approach for predicting toxic off-target functional responses is presented to refine in vitro receptor identification and reduce the burden on in vivo testing. As part of the methodology, mathematical modeling is used to mechanistically describe processes that regulate transcriptional activity following receptor-ligand binding informed by transcription factor signaling assays. Critical reactions in the signaling cascade are identified to highlight potential perturbation points in the biochemical network that can guide and optimize additional in vitro testing. A physiologically based pharmacokinetic model provides information on the timing and localization of different levels of receptor activation informing whole-body toxic potential resulting from off-target binding.
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spelling pubmed-61472372018-10-02 A Combined In Vitro/In Silico Approach to Identifying Off-Target Receptor Toxicity Leedale, Joseph Sharkey, Kieran J. Colley, Helen E. Norton, Áine M. Peeney, David Mason, Chantelle L. Sathish, Jean G. Murdoch, Craig Sharma, Parveen Webb, Steven D. iScience Article Many xenobiotics can bind to off-target receptors and cause toxicity via the dysregulation of downstream transcription factors. Identification of subsequent off-target toxicity in these chemicals has often required extensive chemical testing in animal models. An alternative, integrated in vitro/in silico approach for predicting toxic off-target functional responses is presented to refine in vitro receptor identification and reduce the burden on in vivo testing. As part of the methodology, mathematical modeling is used to mechanistically describe processes that regulate transcriptional activity following receptor-ligand binding informed by transcription factor signaling assays. Critical reactions in the signaling cascade are identified to highlight potential perturbation points in the biochemical network that can guide and optimize additional in vitro testing. A physiologically based pharmacokinetic model provides information on the timing and localization of different levels of receptor activation informing whole-body toxic potential resulting from off-target binding. Elsevier 2018-05-18 /pmc/articles/PMC6147237/ /pubmed/30240756 http://dx.doi.org/10.1016/j.isci.2018.05.012 Text en © 2018 The Author(s) http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Leedale, Joseph
Sharkey, Kieran J.
Colley, Helen E.
Norton, Áine M.
Peeney, David
Mason, Chantelle L.
Sathish, Jean G.
Murdoch, Craig
Sharma, Parveen
Webb, Steven D.
A Combined In Vitro/In Silico Approach to Identifying Off-Target Receptor Toxicity
title A Combined In Vitro/In Silico Approach to Identifying Off-Target Receptor Toxicity
title_full A Combined In Vitro/In Silico Approach to Identifying Off-Target Receptor Toxicity
title_fullStr A Combined In Vitro/In Silico Approach to Identifying Off-Target Receptor Toxicity
title_full_unstemmed A Combined In Vitro/In Silico Approach to Identifying Off-Target Receptor Toxicity
title_short A Combined In Vitro/In Silico Approach to Identifying Off-Target Receptor Toxicity
title_sort combined in vitro/in silico approach to identifying off-target receptor toxicity
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6147237/
https://www.ncbi.nlm.nih.gov/pubmed/30240756
http://dx.doi.org/10.1016/j.isci.2018.05.012
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