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Mechanistic Modelling of Drug-Induced Liver Injury: Investigating the Role of Innate Immune Responses

Drug-induced liver injury (DILI) remains an adverse event of significant concern for drug development and marketed drugs, and the field would benefit from better tools to identify liver liabilities early in development and/or to mitigate potential DILI risk in otherwise promising drugs. DILIsym soft...

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Autores principales: Shoda, Lisl KM, Battista, Christina, Siler, Scott Q, Pisetsky, David S, Watkins, Paul B, Howell, Brett A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5459514/
https://www.ncbi.nlm.nih.gov/pubmed/28615926
http://dx.doi.org/10.1177/1177625017696074
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author Shoda, Lisl KM
Battista, Christina
Siler, Scott Q
Pisetsky, David S
Watkins, Paul B
Howell, Brett A
author_facet Shoda, Lisl KM
Battista, Christina
Siler, Scott Q
Pisetsky, David S
Watkins, Paul B
Howell, Brett A
author_sort Shoda, Lisl KM
collection PubMed
description Drug-induced liver injury (DILI) remains an adverse event of significant concern for drug development and marketed drugs, and the field would benefit from better tools to identify liver liabilities early in development and/or to mitigate potential DILI risk in otherwise promising drugs. DILIsym software takes a quantitative systems toxicology approach to represent DILI in pre-clinical species and in humans for the mechanistic investigation of liver toxicity. In addition to multiple intrinsic mechanisms of hepatocyte toxicity (ie, oxidative stress, bile acid accumulation, mitochondrial dysfunction), DILIsym includes the interaction between hepatocytes and cells of the innate immune response in the amplification of liver injury and in liver regeneration. The representation of innate immune responses, detailed here, consolidates much of the available data on the innate immune response in DILI within a single framework and affords the opportunity to systematically investigate the contribution of the innate response to DILI.
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spelling pubmed-54595142017-06-14 Mechanistic Modelling of Drug-Induced Liver Injury: Investigating the Role of Innate Immune Responses Shoda, Lisl KM Battista, Christina Siler, Scott Q Pisetsky, David S Watkins, Paul B Howell, Brett A Gene Regul Syst Bio Original Research Drug-induced liver injury (DILI) remains an adverse event of significant concern for drug development and marketed drugs, and the field would benefit from better tools to identify liver liabilities early in development and/or to mitigate potential DILI risk in otherwise promising drugs. DILIsym software takes a quantitative systems toxicology approach to represent DILI in pre-clinical species and in humans for the mechanistic investigation of liver toxicity. In addition to multiple intrinsic mechanisms of hepatocyte toxicity (ie, oxidative stress, bile acid accumulation, mitochondrial dysfunction), DILIsym includes the interaction between hepatocytes and cells of the innate immune response in the amplification of liver injury and in liver regeneration. The representation of innate immune responses, detailed here, consolidates much of the available data on the innate immune response in DILI within a single framework and affords the opportunity to systematically investigate the contribution of the innate response to DILI. SAGE Publications 2017-05-30 /pmc/articles/PMC5459514/ /pubmed/28615926 http://dx.doi.org/10.1177/1177625017696074 Text en © The Author(s) 2017 This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (http://www.creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page(https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Research
Shoda, Lisl KM
Battista, Christina
Siler, Scott Q
Pisetsky, David S
Watkins, Paul B
Howell, Brett A
Mechanistic Modelling of Drug-Induced Liver Injury: Investigating the Role of Innate Immune Responses
title Mechanistic Modelling of Drug-Induced Liver Injury: Investigating the Role of Innate Immune Responses
title_full Mechanistic Modelling of Drug-Induced Liver Injury: Investigating the Role of Innate Immune Responses
title_fullStr Mechanistic Modelling of Drug-Induced Liver Injury: Investigating the Role of Innate Immune Responses
title_full_unstemmed Mechanistic Modelling of Drug-Induced Liver Injury: Investigating the Role of Innate Immune Responses
title_short Mechanistic Modelling of Drug-Induced Liver Injury: Investigating the Role of Innate Immune Responses
title_sort mechanistic modelling of drug-induced liver injury: investigating the role of innate immune responses
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5459514/
https://www.ncbi.nlm.nih.gov/pubmed/28615926
http://dx.doi.org/10.1177/1177625017696074
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