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Identification of Metabolites, Clinical Chemistry Markers and Transcripts Associated with Hepatotoxicity

Early and accurate pre-clinical and clinical biomarkers of hepatotoxicity facilitate the drug development process and the safety monitoring in clinical studies. We selected eight known model compounds to be administered to male Wistar rats to identify biomarkers of drug induced liver injury (DILI) u...

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Autores principales: Buness, Andreas, Roth, Adrian, Herrmann, Annika, Schmitz, Oliver, Kamp, Hennicke, Busch, Kristina, Suter, Laura
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4023975/
https://www.ncbi.nlm.nih.gov/pubmed/24836604
http://dx.doi.org/10.1371/journal.pone.0097249
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author Buness, Andreas
Roth, Adrian
Herrmann, Annika
Schmitz, Oliver
Kamp, Hennicke
Busch, Kristina
Suter, Laura
author_facet Buness, Andreas
Roth, Adrian
Herrmann, Annika
Schmitz, Oliver
Kamp, Hennicke
Busch, Kristina
Suter, Laura
author_sort Buness, Andreas
collection PubMed
description Early and accurate pre-clinical and clinical biomarkers of hepatotoxicity facilitate the drug development process and the safety monitoring in clinical studies. We selected eight known model compounds to be administered to male Wistar rats to identify biomarkers of drug induced liver injury (DILI) using transcriptomics, metabolite profiling (metabolomics) and conventional endpoints. We specifically explored early biomarkers in serum and liver tissue associated with histopathologically evident acute hepatotoxicity. A tailored data analysis strategy was implemented to better differentiate animals with no treatment-related findings in the liver from animals showing evident hepatotoxicity as assessed by histopathological analysis. From the large number of assessed parameters, our data analysis strategy allowed us to identify five metabolites in serum and five in liver tissue, 58 transcripts in liver tissue and seven clinical chemistry markers in serum that were significantly associated with acute hepatotoxicity. The identified markers comprised metabolites such as taurocholic acid and putrescine (measured as sum parameter together with agmatine), classical clinical chemistry markers like AST (aspartate aminotransferase), ALT (alanine aminotransferase), and bilirubin, as well as gene transcripts like Igfbp1 (insulin-like growth factor-binding protein 1) and Egr1 (early growth response protein 1). The response pattern of the identified biomarkers was concordant across all types of parameters and sample matrices. Our results suggest that a combination of several of these biomarkers could significantly improve the robustness and accuracy of an early diagnosis of hepatotoxicity.
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spelling pubmed-40239752014-05-21 Identification of Metabolites, Clinical Chemistry Markers and Transcripts Associated with Hepatotoxicity Buness, Andreas Roth, Adrian Herrmann, Annika Schmitz, Oliver Kamp, Hennicke Busch, Kristina Suter, Laura PLoS One Research Article Early and accurate pre-clinical and clinical biomarkers of hepatotoxicity facilitate the drug development process and the safety monitoring in clinical studies. We selected eight known model compounds to be administered to male Wistar rats to identify biomarkers of drug induced liver injury (DILI) using transcriptomics, metabolite profiling (metabolomics) and conventional endpoints. We specifically explored early biomarkers in serum and liver tissue associated with histopathologically evident acute hepatotoxicity. A tailored data analysis strategy was implemented to better differentiate animals with no treatment-related findings in the liver from animals showing evident hepatotoxicity as assessed by histopathological analysis. From the large number of assessed parameters, our data analysis strategy allowed us to identify five metabolites in serum and five in liver tissue, 58 transcripts in liver tissue and seven clinical chemistry markers in serum that were significantly associated with acute hepatotoxicity. The identified markers comprised metabolites such as taurocholic acid and putrescine (measured as sum parameter together with agmatine), classical clinical chemistry markers like AST (aspartate aminotransferase), ALT (alanine aminotransferase), and bilirubin, as well as gene transcripts like Igfbp1 (insulin-like growth factor-binding protein 1) and Egr1 (early growth response protein 1). The response pattern of the identified biomarkers was concordant across all types of parameters and sample matrices. Our results suggest that a combination of several of these biomarkers could significantly improve the robustness and accuracy of an early diagnosis of hepatotoxicity. Public Library of Science 2014-05-16 /pmc/articles/PMC4023975/ /pubmed/24836604 http://dx.doi.org/10.1371/journal.pone.0097249 Text en © 2014 Buness et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Buness, Andreas
Roth, Adrian
Herrmann, Annika
Schmitz, Oliver
Kamp, Hennicke
Busch, Kristina
Suter, Laura
Identification of Metabolites, Clinical Chemistry Markers and Transcripts Associated with Hepatotoxicity
title Identification of Metabolites, Clinical Chemistry Markers and Transcripts Associated with Hepatotoxicity
title_full Identification of Metabolites, Clinical Chemistry Markers and Transcripts Associated with Hepatotoxicity
title_fullStr Identification of Metabolites, Clinical Chemistry Markers and Transcripts Associated with Hepatotoxicity
title_full_unstemmed Identification of Metabolites, Clinical Chemistry Markers and Transcripts Associated with Hepatotoxicity
title_short Identification of Metabolites, Clinical Chemistry Markers and Transcripts Associated with Hepatotoxicity
title_sort identification of metabolites, clinical chemistry markers and transcripts associated with hepatotoxicity
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4023975/
https://www.ncbi.nlm.nih.gov/pubmed/24836604
http://dx.doi.org/10.1371/journal.pone.0097249
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