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

被引:5
作者
Leedale, Joseph [1 ]
Sharkey, Kieran J. [1 ]
Colley, Helen E. [2 ]
Norton, Aine M. [3 ]
Peeney, David [3 ]
Mason, Chantelle L. [4 ]
Sathish, Jean G. [3 ,5 ]
Murdoch, Craig [2 ]
Sharma, Parveen [3 ]
Webb, Steven D. [4 ]
机构
[1] Univ Liverpool, Dept Math Sci, EPSRC Liverpool Ctr Math Healthcare, Liverpool L69 7ZL, Merseyside, England
[2] Univ Sheffield, Sch Clin Dent, Sheffield S10 2TA, S Yorkshire, England
[3] Univ Liverpool, Dept Mol & Clin Pharmacol, MRC Ctr Drug Safety Sci, Liverpool L69 3GE, Merseyside, England
[4] Liverpool John Moores Univ, Dept Appl Math, Liverpool L3 3AF, Merseyside, England
[5] Bristol Myers Squibb, Drug Safety Evaluat, Immuno & Mol Toxicol, 1 Squibb Dr, New Brunswick, NJ 08903 USA
基金
英国工程与自然科学研究理事会; 英国国家替代、减少和改良动物研究中心;
关键词
ADVERSE DRUG-REACTIONS; LISURIDE; SYSTEMS; PHARMACOKINETICS; DISSOCIATION; STIMULATION; ACTIVATION; MECHANISMS; PROTEINS; PATHWAY;
D O I
10.1016/j.isci.2018.05.012
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
收藏
页码:84 / +
页数:32
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