Cargando…

The Combination of a Human Biomimetic Liver Microphysiology System with BIOLOGXsym, a Quantitative Systems Toxicology (QST) Modeling Platform for Macromolecules, Provides Mechanistic Understanding of Tocilizumab- and GGF2-Induced Liver Injury

Biologics address a range of unmet clinical needs, but the occurrence of biologics-induced liver injury remains a major challenge. Development of cimaglermin alfa (GGF2) was terminated due to transient elevations in serum aminotransferases and total bilirubin. Tocilizumab has been reported to induce...

Descripción completa

Detalles Bibliográficos
Autores principales: Beaudoin, James J., Clemens, Lara, Miedel, Mark T., Gough, Albert, Zaidi, Fatima, Ramamoorthy, Priya, Wong, Kari E., Sarangarajan, Rangaprasad, Battista, Christina, Shoda, Lisl K. M., Siler, Scott Q., Taylor, D. Lansing, Howell, Brett A., Vernetti, Lawrence A., Yang, Kyunghee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10253699/
https://www.ncbi.nlm.nih.gov/pubmed/37298645
http://dx.doi.org/10.3390/ijms24119692
_version_ 1785056468410564608
author Beaudoin, James J.
Clemens, Lara
Miedel, Mark T.
Gough, Albert
Zaidi, Fatima
Ramamoorthy, Priya
Wong, Kari E.
Sarangarajan, Rangaprasad
Battista, Christina
Shoda, Lisl K. M.
Siler, Scott Q.
Taylor, D. Lansing
Howell, Brett A.
Vernetti, Lawrence A.
Yang, Kyunghee
author_facet Beaudoin, James J.
Clemens, Lara
Miedel, Mark T.
Gough, Albert
Zaidi, Fatima
Ramamoorthy, Priya
Wong, Kari E.
Sarangarajan, Rangaprasad
Battista, Christina
Shoda, Lisl K. M.
Siler, Scott Q.
Taylor, D. Lansing
Howell, Brett A.
Vernetti, Lawrence A.
Yang, Kyunghee
author_sort Beaudoin, James J.
collection PubMed
description Biologics address a range of unmet clinical needs, but the occurrence of biologics-induced liver injury remains a major challenge. Development of cimaglermin alfa (GGF2) was terminated due to transient elevations in serum aminotransferases and total bilirubin. Tocilizumab has been reported to induce transient aminotransferase elevations, requiring frequent monitoring. To evaluate the clinical risk of biologics-induced liver injury, a novel quantitative systems toxicology modeling platform, BIOLOGXsym™, representing relevant liver biochemistry and the mechanistic effects of biologics on liver pathophysiology, was developed in conjunction with clinically relevant data from a human biomimetic liver microphysiology system. Phenotypic and mechanistic toxicity data and metabolomics analysis from the Liver Acinus Microphysiology System showed that tocilizumab and GGF2 increased high mobility group box 1, indicating hepatic injury and stress. Tocilizumab exposure was associated with increased oxidative stress and extracellular/tissue remodeling, and GGF2 decreased bile acid secretion. BIOLOGXsym simulations, leveraging the in vivo exposure predicted by physiologically-based pharmacokinetic modeling and mechanistic toxicity data from the Liver Acinus Microphysiology System, reproduced the clinically observed liver signals of tocilizumab and GGF2, demonstrating that mechanistic toxicity data from microphysiology systems can be successfully integrated into a quantitative systems toxicology model to identify liabilities of biologics-induced liver injury and provide mechanistic insights into observed liver safety signals.
format Online
Article
Text
id pubmed-10253699
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-102536992023-06-10 The Combination of a Human Biomimetic Liver Microphysiology System with BIOLOGXsym, a Quantitative Systems Toxicology (QST) Modeling Platform for Macromolecules, Provides Mechanistic Understanding of Tocilizumab- and GGF2-Induced Liver Injury Beaudoin, James J. Clemens, Lara Miedel, Mark T. Gough, Albert Zaidi, Fatima Ramamoorthy, Priya Wong, Kari E. Sarangarajan, Rangaprasad Battista, Christina Shoda, Lisl K. M. Siler, Scott Q. Taylor, D. Lansing Howell, Brett A. Vernetti, Lawrence A. Yang, Kyunghee Int J Mol Sci Article Biologics address a range of unmet clinical needs, but the occurrence of biologics-induced liver injury remains a major challenge. Development of cimaglermin alfa (GGF2) was terminated due to transient elevations in serum aminotransferases and total bilirubin. Tocilizumab has been reported to induce transient aminotransferase elevations, requiring frequent monitoring. To evaluate the clinical risk of biologics-induced liver injury, a novel quantitative systems toxicology modeling platform, BIOLOGXsym™, representing relevant liver biochemistry and the mechanistic effects of biologics on liver pathophysiology, was developed in conjunction with clinically relevant data from a human biomimetic liver microphysiology system. Phenotypic and mechanistic toxicity data and metabolomics analysis from the Liver Acinus Microphysiology System showed that tocilizumab and GGF2 increased high mobility group box 1, indicating hepatic injury and stress. Tocilizumab exposure was associated with increased oxidative stress and extracellular/tissue remodeling, and GGF2 decreased bile acid secretion. BIOLOGXsym simulations, leveraging the in vivo exposure predicted by physiologically-based pharmacokinetic modeling and mechanistic toxicity data from the Liver Acinus Microphysiology System, reproduced the clinically observed liver signals of tocilizumab and GGF2, demonstrating that mechanistic toxicity data from microphysiology systems can be successfully integrated into a quantitative systems toxicology model to identify liabilities of biologics-induced liver injury and provide mechanistic insights into observed liver safety signals. MDPI 2023-06-02 /pmc/articles/PMC10253699/ /pubmed/37298645 http://dx.doi.org/10.3390/ijms24119692 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Beaudoin, James J.
Clemens, Lara
Miedel, Mark T.
Gough, Albert
Zaidi, Fatima
Ramamoorthy, Priya
Wong, Kari E.
Sarangarajan, Rangaprasad
Battista, Christina
Shoda, Lisl K. M.
Siler, Scott Q.
Taylor, D. Lansing
Howell, Brett A.
Vernetti, Lawrence A.
Yang, Kyunghee
The Combination of a Human Biomimetic Liver Microphysiology System with BIOLOGXsym, a Quantitative Systems Toxicology (QST) Modeling Platform for Macromolecules, Provides Mechanistic Understanding of Tocilizumab- and GGF2-Induced Liver Injury
title The Combination of a Human Biomimetic Liver Microphysiology System with BIOLOGXsym, a Quantitative Systems Toxicology (QST) Modeling Platform for Macromolecules, Provides Mechanistic Understanding of Tocilizumab- and GGF2-Induced Liver Injury
title_full The Combination of a Human Biomimetic Liver Microphysiology System with BIOLOGXsym, a Quantitative Systems Toxicology (QST) Modeling Platform for Macromolecules, Provides Mechanistic Understanding of Tocilizumab- and GGF2-Induced Liver Injury
title_fullStr The Combination of a Human Biomimetic Liver Microphysiology System with BIOLOGXsym, a Quantitative Systems Toxicology (QST) Modeling Platform for Macromolecules, Provides Mechanistic Understanding of Tocilizumab- and GGF2-Induced Liver Injury
title_full_unstemmed The Combination of a Human Biomimetic Liver Microphysiology System with BIOLOGXsym, a Quantitative Systems Toxicology (QST) Modeling Platform for Macromolecules, Provides Mechanistic Understanding of Tocilizumab- and GGF2-Induced Liver Injury
title_short The Combination of a Human Biomimetic Liver Microphysiology System with BIOLOGXsym, a Quantitative Systems Toxicology (QST) Modeling Platform for Macromolecules, Provides Mechanistic Understanding of Tocilizumab- and GGF2-Induced Liver Injury
title_sort combination of a human biomimetic liver microphysiology system with biologxsym, a quantitative systems toxicology (qst) modeling platform for macromolecules, provides mechanistic understanding of tocilizumab- and ggf2-induced liver injury
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10253699/
https://www.ncbi.nlm.nih.gov/pubmed/37298645
http://dx.doi.org/10.3390/ijms24119692
work_keys_str_mv AT beaudoinjamesj thecombinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT clemenslara thecombinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT miedelmarkt thecombinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT goughalbert thecombinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT zaidifatima thecombinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT ramamoorthypriya thecombinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT wongkarie thecombinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT sarangarajanrangaprasad thecombinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT battistachristina thecombinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT shodalislkm thecombinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT silerscottq thecombinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT taylordlansing thecombinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT howellbretta thecombinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT vernettilawrencea thecombinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT yangkyunghee thecombinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT beaudoinjamesj combinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT clemenslara combinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT miedelmarkt combinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT goughalbert combinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT zaidifatima combinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT ramamoorthypriya combinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT wongkarie combinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT sarangarajanrangaprasad combinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT battistachristina combinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT shodalislkm combinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT silerscottq combinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT taylordlansing combinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT howellbretta combinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT vernettilawrencea combinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury
AT yangkyunghee combinationofahumanbiomimeticlivermicrophysiologysystemwithbiologxsymaquantitativesystemstoxicologyqstmodelingplatformformacromoleculesprovidesmechanisticunderstandingoftocilizumabandggf2inducedliverinjury