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Human Cell-Based in vitro Phenotypic Profiling for Drug Safety-Related Attrition

Ensuring the safety of new drugs is critically important to regulators, pharmaceutical researchers and patients alike. Even so, unexpected toxicities still account for 20–30% of clinical trial failures, in part due to the persistence of animal testing as the primary approach for de-risking new drugs...

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Autor principal: Berg, Ellen L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7931891/
https://www.ncbi.nlm.nih.gov/pubmed/33693370
http://dx.doi.org/10.3389/fdata.2019.00047
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author Berg, Ellen L.
author_facet Berg, Ellen L.
author_sort Berg, Ellen L.
collection PubMed
description Ensuring the safety of new drugs is critically important to regulators, pharmaceutical researchers and patients alike. Even so, unexpected toxicities still account for 20–30% of clinical trial failures, in part due to the persistence of animal testing as the primary approach for de-risking new drugs. Clearly, improved methods for safety attrition that incorporate human-relevant biology are needed. This recognition has spurred interest in non-animal alternatives or new approach methodologies (NAMs) including in vitro models that utilize advances in the culture of human cell types to provide greater clinical relevance for assessing risk. These phenotypic assay systems use human primary and induced pluripotent stem cell-derived cells in various formats, including co-cultures and advanced cellular systems such as organoids, bioprinted tissues, and organs-on-a-chip. Despite the promise of these human-based phenotypic approaches, adoption of these platforms into drug discovery programs for reducing safety-related attrition has been slow. Here we discuss the value of large-scale human cell-based phenotypic profiling for incorporating human-specific biology into the de-risking process. We describe learnings from our experiences with human primary cell-based assays and analysis of clinically relevant reference datasets in developing in vitro-based toxicity signatures. We also describe how Adverse Outcome Pathway (AOP) frameworks can be used to integrate results from diverse platforms congruent with weight-of-evidence approaches from risk assessment to improve safety-related decisions in early discovery.
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spelling pubmed-79318912021-03-09 Human Cell-Based in vitro Phenotypic Profiling for Drug Safety-Related Attrition Berg, Ellen L. Front Big Data Big Data Ensuring the safety of new drugs is critically important to regulators, pharmaceutical researchers and patients alike. Even so, unexpected toxicities still account for 20–30% of clinical trial failures, in part due to the persistence of animal testing as the primary approach for de-risking new drugs. Clearly, improved methods for safety attrition that incorporate human-relevant biology are needed. This recognition has spurred interest in non-animal alternatives or new approach methodologies (NAMs) including in vitro models that utilize advances in the culture of human cell types to provide greater clinical relevance for assessing risk. These phenotypic assay systems use human primary and induced pluripotent stem cell-derived cells in various formats, including co-cultures and advanced cellular systems such as organoids, bioprinted tissues, and organs-on-a-chip. Despite the promise of these human-based phenotypic approaches, adoption of these platforms into drug discovery programs for reducing safety-related attrition has been slow. Here we discuss the value of large-scale human cell-based phenotypic profiling for incorporating human-specific biology into the de-risking process. We describe learnings from our experiences with human primary cell-based assays and analysis of clinically relevant reference datasets in developing in vitro-based toxicity signatures. We also describe how Adverse Outcome Pathway (AOP) frameworks can be used to integrate results from diverse platforms congruent with weight-of-evidence approaches from risk assessment to improve safety-related decisions in early discovery. Frontiers Media S.A. 2019-12-11 /pmc/articles/PMC7931891/ /pubmed/33693370 http://dx.doi.org/10.3389/fdata.2019.00047 Text en Copyright © 2019 Berg. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Big Data
Berg, Ellen L.
Human Cell-Based in vitro Phenotypic Profiling for Drug Safety-Related Attrition
title Human Cell-Based in vitro Phenotypic Profiling for Drug Safety-Related Attrition
title_full Human Cell-Based in vitro Phenotypic Profiling for Drug Safety-Related Attrition
title_fullStr Human Cell-Based in vitro Phenotypic Profiling for Drug Safety-Related Attrition
title_full_unstemmed Human Cell-Based in vitro Phenotypic Profiling for Drug Safety-Related Attrition
title_short Human Cell-Based in vitro Phenotypic Profiling for Drug Safety-Related Attrition
title_sort human cell-based in vitro phenotypic profiling for drug safety-related attrition
topic Big Data
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7931891/
https://www.ncbi.nlm.nih.gov/pubmed/33693370
http://dx.doi.org/10.3389/fdata.2019.00047
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