Literature DB >> 24095675

Assessment of beating parameters in human induced pluripotent stem cells enables quantitative in vitro screening for cardiotoxicity.

Oksana Sirenko1, Evan F Cromwell, Carole Crittenden, Jessica A Wignall, Fred A Wright, Ivan Rusyn.   

Abstract

Human induced pluripotent stem cell (iPSC)-derived cardiomyocytes show promise for screening during early drug development. Here, we tested a hypothesis that in vitro assessment of multiple cardiomyocyte physiological parameters enables predictive and mechanistically-interpretable evaluation of cardiotoxicity in a high-throughput format. Human iPSC-derived cardiomyocytes were exposed for 30 min or 24 h to 131 drugs, positive (107) and negative (24) for in vivo cardiotoxicity, in up to 6 concentrations (3 nM to 30 uM) in 384-well plates. Fast kinetic imaging was used to monitor changes in cardiomyocyte function using intracellular Ca(2+) flux readouts synchronous with beating, and cell viability. A number of physiological parameters of cardiomyocyte beating, such as beat rate, peak shape (amplitude, width, raise, decay, etc.) and regularity were collected using automated data analysis. Concentration-response profiles were evaluated using logistic modeling to derive a benchmark concentration (BMC) point-of-departure value, based on one standard deviation departure from the estimated baseline in vehicle (0.3% dimethyl sulfoxide)-treated cells. BMC values were used for cardiotoxicity classification and ranking of compounds. Beat rate and several peak shape parameters were found to be good predictors, while cell viability had poor classification accuracy. In addition, we applied the Toxicological Prioritization Index (ToxPi) approach to integrate and display data across many collected parameters, to derive "cardiosafety" ranking of tested compounds. Multi-parameter screening of beating profiles allows for cardiotoxicity risk assessment and identification of specific patterns defining mechanism-specific effects. These data and analysis methods may be used widely for compound screening and early safety evaluation in drug development.
© 2013.

Entities:  

Keywords:  AUC; BMC; Calcium flux; Cardiotoxicity; DMSO; EC(50); Phenotypic screening; Predictive toxicology; area under the curve; benchmark concentration; dimethyl sulfoxide; effective concentration at 50% of the maximum response; hERG; iPSC; induced pluripotent stem cell

Mesh:

Substances:

Year:  2013        PMID: 24095675      PMCID: PMC3900303          DOI: 10.1016/j.taap.2013.09.017

Source DB:  PubMed          Journal:  Toxicol Appl Pharmacol        ISSN: 0041-008X            Impact factor:   4.219


  27 in total

1.  Multiparameter in vitro assessment of compound effects on cardiomyocyte physiology using iPSC cells.

Authors:  Oksana Sirenko; Carole Crittenden; Nick Callamaras; Jayne Hesley; Yen-Wen Chen; Carlos Funes; Ivan Rusyn; Blake Anson; Evan F Cromwell
Journal:  J Biomol Screen       Date:  2012-09-12

2.  The point of transition on the dose-effect curve as a reference point in the evaluation of in vitro toxicity data.

Authors:  Salomon Sand; Joakim Ringblom; Helen Håkansson; Mattias Öberg
Journal:  J Appl Toxicol       Date:  2012-06-25       Impact factor: 3.446

3.  Estimating the risk of drug-induced proarrhythmia using human induced pluripotent stem cell-derived cardiomyocytes.

Authors:  Liang Guo; Rory M C Abrams; Joshua E Babiarz; Jennifer D Cohen; Sei Kameoka; Martin J Sanders; Eric Chiao; Kyle L Kolaja
Journal:  Toxicol Sci       Date:  2011-06-20       Impact factor: 4.849

4.  High purity human-induced pluripotent stem cell-derived cardiomyocytes: electrophysiological properties of action potentials and ionic currents.

Authors:  Junyi Ma; Liang Guo; Steve J Fiene; Blake D Anson; James A Thomson; Timothy J Kamp; Kyle L Kolaja; Bradley J Swanson; Craig T January
Journal:  Am J Physiol Heart Circ Physiol       Date:  2011-09-02       Impact factor: 4.733

5.  Characterization of human-induced pluripotent stem cell-derived cardiomyocytes: bioenergetics and utilization in safety screening.

Authors:  Payal Rana; Blake Anson; Sandra Engle; Yvonne Will
Journal:  Toxicol Sci       Date:  2012-07-27       Impact factor: 4.849

Review 6.  Induced pluripotent stem cells in cardiovascular drug discovery.

Authors:  Mark Mercola; Alexandre Colas; Erik Willems
Journal:  Circ Res       Date:  2013-02-01       Impact factor: 17.367

7.  Comparative gene expression profiling in human-induced pluripotent stem cell--derived cardiocytes and human and cynomolgus heart tissue.

Authors:  Dinesh Puppala; Leon P Collis; Sunny Z Sun; Vinicius Bonato; Xian Chen; Blake Anson; Mathew Pletcher; Bernard Fermini; Sandra J Engle
Journal:  Toxicol Sci       Date:  2012-09-14       Impact factor: 4.849

8.  High throughput measurement of Ca²⁺ dynamics for drug risk assessment in human stem cell-derived cardiomyocytes by kinetic image cytometry.

Authors:  Fabio Cerignoli; David Charlot; Ross Whittaker; Randy Ingermanson; Piyush Gehalot; Alex Savchenko; David J Gallacher; Rob Towart; Jeffrey H Price; Patrick M McDonough; Mark Mercola
Journal:  J Pharmacol Toxicol Methods       Date:  2012-08-25       Impact factor: 1.950

Review 9.  Insights into the effects of diclofenac and other non-steroidal anti-inflammatory agents on ion channels.

Authors:  Asfree Gwanyanya; Regina Macianskiene; Kanigula Mubagwa
Journal:  J Pharm Pharmacol       Date:  2012-02-27       Impact factor: 3.765

10.  ToxPi GUI: an interactive visualization tool for transparent integration of data from diverse sources of evidence.

Authors:  David M Reif; Myroslav Sypa; Eric F Lock; Fred A Wright; Ander Wilson; Tommy Cathey; Richard R Judson; Ivan Rusyn
Journal:  Bioinformatics       Date:  2012-11-29       Impact factor: 6.931

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  55 in total

1.  High-Content Assay Multiplexing for Vascular Toxicity Screening in Induced Pluripotent Stem Cell-Derived Endothelial Cells and Human Umbilical Vein Endothelial Cells.

Authors:  Yasuhiro Iwata; William D Klaren; Connie S Lebakken; Fabian A Grimm; Ivan Rusyn
Journal:  Assay Drug Dev Technol       Date:  2017-08-03       Impact factor: 1.738

2.  Use of Human Induced Pluripotent Stem Cell-Derived Cardiomyocytes (hiPSC-CMs) to Monitor Compound Effects on Cardiac Myocyte Signaling Pathways.

Authors:  Liang Guo; Sandy Eldridge; Mike Furniss; Jodie Mussio; Myrtle Davis
Journal:  Curr Protoc Chem Biol       Date:  2015-09-01

3.  Population-based toxicity screening in human induced pluripotent stem cell-derived cardiomyocytes.

Authors:  Sarah D Burnett; Alexander D Blanchette; Fabian A Grimm; John S House; David M Reif; Fred A Wright; Weihsueh A Chiu; Ivan Rusyn
Journal:  Toxicol Appl Pharmacol       Date:  2019-08-16       Impact factor: 4.219

4.  Study of the union method of microelectrode array and AFM for the recording of electromechanical activities in living cardiomyocytes.

Authors:  Jian Tian; Chunlong Tu; Bobo Huang; Yitao Liang; Jian Zhou; Xuesong Ye
Journal:  Eur Biophys J       Date:  2016-12-23       Impact factor: 1.733

5.  Use of high-throughput in vitro toxicity screening data in cancer hazard evaluations by IARC Monograph Working Groups.

Authors:  Weihsueh A Chiu; Kathryn Z Guyton; Matthew T Martin; David M Reif; Ivan Rusyn
Journal:  ALTEX       Date:  2017-07-24       Impact factor: 6.043

Review 6.  Teratogen screening with human pluripotent stem cells.

Authors:  Kathryn E Worley; Jennifer Rico-Varela; Dominic Ho; Leo Q Wan
Journal:  Integr Biol (Camb)       Date:  2018-09-17       Impact factor: 2.192

7.  Approaches to Assess Biased Signaling at the CB1R Receptor.

Authors:  Robert B Laprairie; Edward L Stahl; Laura M Bohn
Journal:  Methods Enzymol       Date:  2017-07-05       Impact factor: 1.600

8.  Assessing SSRIs' effects on fetal cardiomyocytes utilizing placenta-fetus model.

Authors:  Navein Arumugasaamy; Amelia Hurley-Novatny; Josephine Lembong; Peter C W Kim; John P Fisher
Journal:  Acta Biomater       Date:  2019-09-16       Impact factor: 8.947

9.  Optical Method to Quantify Mechanical Contraction and Calcium Transients of Human Pluripotent Stem Cell-Derived Cardiomyocytes.

Authors:  Katrina J Hansen; John T Favreau; Joshua R Gershlak; Michael A Laflamme; Dirk R Albrecht; Glenn R Gaudette
Journal:  Tissue Eng Part C Methods       Date:  2017-06-27       Impact factor: 3.056

10.  High-Content Assay Multiplexing for Muscle Toxicity Screening in Human-Induced Pluripotent Stem Cell-Derived Skeletal Myoblasts.

Authors:  William D Klaren; Ivan Rusyn
Journal:  Assay Drug Dev Technol       Date:  2018-08-02       Impact factor: 1.738

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