Cargando…

Identifying Acute Cardiac Hazard in Early Drug Discovery Using a Calcium Transient High-Throughput Assay in Human-Induced Pluripotent Stem Cell-Derived Cardiomyocytes

Introduction: Early identification of cardiac risk is essential for reducing late-stage attrition in drug development. We adapted the previously published cardiac hazard risk-scoring system using a calcium transient assay in human stem cell-derived CMs for the identification of cardiac risks recorde...

Descripción completa

Detalles Bibliográficos
Autores principales: Lu, Hua Rong, Kreir, Mohamed, Karel, Van Ammel, Tekle, Fetene, Geyskens, Danny, Teisman, Ard, Gallacher, David J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9083324/
https://www.ncbi.nlm.nih.gov/pubmed/35547580
http://dx.doi.org/10.3389/fphys.2022.838435
_version_ 1784703396608999424
author Lu, Hua Rong
Kreir, Mohamed
Karel, Van Ammel
Tekle, Fetene
Geyskens, Danny
Teisman, Ard
Gallacher, David J.
author_facet Lu, Hua Rong
Kreir, Mohamed
Karel, Van Ammel
Tekle, Fetene
Geyskens, Danny
Teisman, Ard
Gallacher, David J.
author_sort Lu, Hua Rong
collection PubMed
description Introduction: Early identification of cardiac risk is essential for reducing late-stage attrition in drug development. We adapted the previously published cardiac hazard risk-scoring system using a calcium transient assay in human stem cell-derived CMs for the identification of cardiac risks recorded from the new hiPSC-CM line and investigated its predictivity and translational value based on the screening of a large number of reference and proprietary compounds. Methods: Evaluation of 55 reference drugs provided the translation of various pharmacological effects into a single hazard label (no, low, high, or very high hazard) using a Ca(2+)-sensitive fluorescent dye assay recorded by -by FDSS/µCell Functional Drug Screening System (Hamamatsu on hiPSC-CM line (FCDI iCell Cardiomyocytes(2)). Results: Application of the adapted hazard scoring system in the Ca(2+) transient assay, using a second hiPS-CM line, provided comparable scoring results and predictivity of hazard, to the previously published scoring approach, with different pharmacological drug classes, as well as screening new chemical entities (NCE’s) using a single hazard label from four different scoring levels (no, low, high, or very high hazard). The scoring system results also showed minimal variability across three different lots of hiPSC-CMs, indicating good reproducibility of the cell line. The predictivity values (sensitivity and specificity) for drug-induced acute cardiac risk for QT-interval prolongation and Torsade de pointes (TdPs) were >95% and statistical modeling confirmed the prediction of proarrhythmic risk. The outcomes of the NCEs also showed consistency with findings in other well-established in vitro and in vivo cardiac risk assays. Conclusion: Evaluation of a large list of reference compounds and internal NCEs has confirmed the applicability of the adaptations made to the previously published novel scoring system for the hiPSC-CMs. The validation also established the predictivity for drug-induced cardiac risks with good translation to other established preclinical in vitro and in vivo assays, confirming the application of this novel scoring system in different stem cell-CM lines for early cardiac hazard identification.
format Online
Article
Text
id pubmed-9083324
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-90833242022-05-10 Identifying Acute Cardiac Hazard in Early Drug Discovery Using a Calcium Transient High-Throughput Assay in Human-Induced Pluripotent Stem Cell-Derived Cardiomyocytes Lu, Hua Rong Kreir, Mohamed Karel, Van Ammel Tekle, Fetene Geyskens, Danny Teisman, Ard Gallacher, David J. Front Physiol Physiology Introduction: Early identification of cardiac risk is essential for reducing late-stage attrition in drug development. We adapted the previously published cardiac hazard risk-scoring system using a calcium transient assay in human stem cell-derived CMs for the identification of cardiac risks recorded from the new hiPSC-CM line and investigated its predictivity and translational value based on the screening of a large number of reference and proprietary compounds. Methods: Evaluation of 55 reference drugs provided the translation of various pharmacological effects into a single hazard label (no, low, high, or very high hazard) using a Ca(2+)-sensitive fluorescent dye assay recorded by -by FDSS/µCell Functional Drug Screening System (Hamamatsu on hiPSC-CM line (FCDI iCell Cardiomyocytes(2)). Results: Application of the adapted hazard scoring system in the Ca(2+) transient assay, using a second hiPS-CM line, provided comparable scoring results and predictivity of hazard, to the previously published scoring approach, with different pharmacological drug classes, as well as screening new chemical entities (NCE’s) using a single hazard label from four different scoring levels (no, low, high, or very high hazard). The scoring system results also showed minimal variability across three different lots of hiPSC-CMs, indicating good reproducibility of the cell line. The predictivity values (sensitivity and specificity) for drug-induced acute cardiac risk for QT-interval prolongation and Torsade de pointes (TdPs) were >95% and statistical modeling confirmed the prediction of proarrhythmic risk. The outcomes of the NCEs also showed consistency with findings in other well-established in vitro and in vivo cardiac risk assays. Conclusion: Evaluation of a large list of reference compounds and internal NCEs has confirmed the applicability of the adaptations made to the previously published novel scoring system for the hiPSC-CMs. The validation also established the predictivity for drug-induced cardiac risks with good translation to other established preclinical in vitro and in vivo assays, confirming the application of this novel scoring system in different stem cell-CM lines for early cardiac hazard identification. Frontiers Media S.A. 2022-04-25 /pmc/articles/PMC9083324/ /pubmed/35547580 http://dx.doi.org/10.3389/fphys.2022.838435 Text en Copyright © 2022 Lu, Kreir, Karel, Tekle, Geyskens, Teisman and Gallacher. https://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 Physiology
Lu, Hua Rong
Kreir, Mohamed
Karel, Van Ammel
Tekle, Fetene
Geyskens, Danny
Teisman, Ard
Gallacher, David J.
Identifying Acute Cardiac Hazard in Early Drug Discovery Using a Calcium Transient High-Throughput Assay in Human-Induced Pluripotent Stem Cell-Derived Cardiomyocytes
title Identifying Acute Cardiac Hazard in Early Drug Discovery Using a Calcium Transient High-Throughput Assay in Human-Induced Pluripotent Stem Cell-Derived Cardiomyocytes
title_full Identifying Acute Cardiac Hazard in Early Drug Discovery Using a Calcium Transient High-Throughput Assay in Human-Induced Pluripotent Stem Cell-Derived Cardiomyocytes
title_fullStr Identifying Acute Cardiac Hazard in Early Drug Discovery Using a Calcium Transient High-Throughput Assay in Human-Induced Pluripotent Stem Cell-Derived Cardiomyocytes
title_full_unstemmed Identifying Acute Cardiac Hazard in Early Drug Discovery Using a Calcium Transient High-Throughput Assay in Human-Induced Pluripotent Stem Cell-Derived Cardiomyocytes
title_short Identifying Acute Cardiac Hazard in Early Drug Discovery Using a Calcium Transient High-Throughput Assay in Human-Induced Pluripotent Stem Cell-Derived Cardiomyocytes
title_sort identifying acute cardiac hazard in early drug discovery using a calcium transient high-throughput assay in human-induced pluripotent stem cell-derived cardiomyocytes
topic Physiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9083324/
https://www.ncbi.nlm.nih.gov/pubmed/35547580
http://dx.doi.org/10.3389/fphys.2022.838435
work_keys_str_mv AT luhuarong identifyingacutecardiachazardinearlydrugdiscoveryusingacalciumtransienthighthroughputassayinhumaninducedpluripotentstemcellderivedcardiomyocytes
AT kreirmohamed identifyingacutecardiachazardinearlydrugdiscoveryusingacalciumtransienthighthroughputassayinhumaninducedpluripotentstemcellderivedcardiomyocytes
AT karelvanammel identifyingacutecardiachazardinearlydrugdiscoveryusingacalciumtransienthighthroughputassayinhumaninducedpluripotentstemcellderivedcardiomyocytes
AT teklefetene identifyingacutecardiachazardinearlydrugdiscoveryusingacalciumtransienthighthroughputassayinhumaninducedpluripotentstemcellderivedcardiomyocytes
AT geyskensdanny identifyingacutecardiachazardinearlydrugdiscoveryusingacalciumtransienthighthroughputassayinhumaninducedpluripotentstemcellderivedcardiomyocytes
AT teismanard identifyingacutecardiachazardinearlydrugdiscoveryusingacalciumtransienthighthroughputassayinhumaninducedpluripotentstemcellderivedcardiomyocytes
AT gallacherdavidj identifyingacutecardiachazardinearlydrugdiscoveryusingacalciumtransienthighthroughputassayinhumaninducedpluripotentstemcellderivedcardiomyocytes