Abstract
The remarkable ability to generate unlimited numbers of cardiomyocytes and other differentiated cell types, from any person, and to edit the genome to introduce or correct disease-causing mutations, creates unprecedented opportunities for drug discovery. The new technologies have the potential to revolutionize the drug development pipeline, from delineating disease mechanisms and discovery of therapeutic targets to library screening and validation of therapeutic strategies. Moreover, since in vitro phenotypes reflect patient genetics and might predict outcomes, patient induced pluripotent stem cell (iPSCs) might eventually contribute to patient selection for clinical trials and inform individual patient treatment. This chapter focuses on the application of iPSC-derived cardiomyocytes in large-scale applications relevant to discovery of disease mechanisms and therapeutic targets for heart disease and for assessing the cardiomyopathic and proarrhythmic risk of drugs. We review the current status of large-scale screening of iPSC-derived cardiomyocyte disease models and explore new advances in cell culture, three-dimensional engineered tissues, and instrumentation that might address current weaknesses in the iPSC-cardiomyocyte technology. Our philosophy is that advancing iPSC-derived cardiomyocyte models that faithfully recapitulate disease and enable large-scale chemical or functional genomics screening could shift the paradigm of drug discovery by introducing human disease phenotype into the early stages of the development process, with the potential for increasing the safety and efficacy of new medicines.
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References
Harrison RK. Phase II and phase III failures: 2013-2015. Nat Rev Drug Discov. 2016;15(12):817–8.
Wong CH, et al. Estimation of clinical trial success rates and related parameters. Biostatistics. 2018; https://doi.org/10.1093/biostatistics/kxx069.
Fordyce CB, et al. Cardiovascular drug development: is it dead or just hibernating? J Am Coll Cardiol. 2015;65(15):1567–82.
MacDonald JS, et al. Toxicity testing in the 21st century: a view from the pharmaceutical industry. Toxicol Sci. 2009;110(1):40–6.
Waring MJ, et al. An analysis of the attrition of drug candidates from four major pharmaceutical companies. Nat Rev Drug Discov. 2015;14(7):475–86.
Takahashi K, et al. Induction of pluripotent stem cells from mouse embryonic and adult fibroblast cultures by defined factors. Cell. 2006;126(4):663–76.
Lian X, et al. Directed cardiomyocyte differentiation from human pluripotent stem cells by modulating Wnt/β-catenin signaling under fully defined conditions. Nat Protoc. 2013;8(1):162–75.
Burridge PW, et al. Chemically defined generation of human cardiomyocytes. Nat Methods. 2014;11(8):855–60.
McKeithan WL, et al. An automated platform for assessment of congenital and drug-induced arrhythmia with hiPSC-derived cardiomyocytes. Front Physiol. 2017;8:766.
Bedut S, et al. High-throughput drug profiling with voltage- and calcium-sensitive fluorescent probes in human iPSC-derived cardiomyocytes. Am J Physiol Heart Circ Physiol. 2016;311(1):H44–53.
Kolanowski TJ, et al. Making human cardiomyocytes up to date: Derivation, maturation state and perspectives. Int J Cardiol. 2017;241:379–86.
Yang X, et al. Engineering adolescence: maturation of human pluripotent stem cell-derived cardiomyocytes. Circ Res. 2014;114(3):511–23.
Koivumäki JT, et al. Structural immaturity of human iPSC-derived cardiomyocytes. Front Physiol. 2018;9:80.
Kane C, et al. Excitation-contraction coupling of human induced pluripotent stem cell-derived cardiomyocytes. Front Cell Dev Biol. 2015;3:59.
Dai DF, et al. Mitochondrial maturation in human pluripotent stem cell derived cardiomyocytes. Stem Cells Int. 2017;2017:5153625.
Malandraki-Miller S, et al. Changing metabolism in differentiating cardiac progenitor cells-can stem cells become metabolically flexible cardiomyocytes? Front Cardiovasc Med. 2018;5:119.
Knollmann BC. Induced pluripotent stem cell-derived cardiomyocytes: boutique science or valuable arrhythmia model? Circ Res. 2013;112(6):969–76. discussion 976
Keung W, et al. Developmental cues for the maturation of metabolic, electrophysiological and calcium handling properties of human pluripotent stem cell-derived cardiomyocytes. Stem Cell Res Ther. 2014;5(1):17.
Del Alamo JC, et al. High throughput physiological screening of iPSC-derived cardiomyocytes for drug development. Biochim Biophys Acta. 2016;1863(7 Pt B):1717–27.
Kim C, et al. Non-cardiomyocytes influence the electrophysiological maturation of human embryonic stem cell-derived cardiomyocytes during differentiation. Stem Cells Dev. 2010;19(6):783–95.
Ma J, et al. High purity human-induced pluripotent stem cell-derived cardiomyocytes: electrophysiological properties of action potentials and ionic currents. Am J Physiol Heart Circ Physiol. 2011;301(5):H2006–17.
Pekkanen-Mattila M, et al. The effect of human and mouse fibroblast feeder cells on cardiac differentiation of human pluripotent stem cells. Stem Cells Int. 2012;2012:875059.
Zhang Q, et al. Direct differentiation of atrial and ventricular myocytes from human embryonic stem cells by alternating retinoid signals. Cell Res. 2011;21(4):579–87.
Lundy SD, et al. Structural and functional maturation of cardiomyocytes derived from human pluripotent stem cells. Stem Cells Dev. 2013;22(14):1991–2002.
Ibrahim M, et al. The structure and function of cardiac t-tubules in health and disease. Proc Biol Sci. 2011;278(1719):2714–23.
Dolnikov K, et al. Functional properties of human embryonic stem cell-derived cardiomyocytes: intracellular Ca2+ handling and the role of sarcoplasmic reticulum in the contraction. Stem Cells. 2006;24(2):236–45.
Poon E, et al. Human pluripotent stem cell-based approaches for myocardial repair: from the electrophysiological perspective. Mol Pharm. 2011;8(5):1495–504.
Nikolaev VO, et al. Cyclic AMP imaging in adult cardiac myocytes reveals far-reaching beta1-adrenergic but locally confined beta2-adrenergic receptor-mediated signaling. Circ Res. 2006;99(10):1084–91.
Perry SJ, et al. Targeting of cyclic AMP degradation to beta 2-adrenergic receptors by beta-arrestins. Science. 2002;298(5594):834–6.
Jung G, et al. Time-dependent evolution of functional vs. remodeling signaling in iPSC-derived cardiomyocytes and induced maturation with biomechanical stimulation. FASEB J. 2016;30(4):1464–79.
Lyon AR, et al. Loss of T-tubules and other changes to surface topography in ventricular myocytes from failing human and rat heart. Proc Natl Acad Sci U S A. 2009;106(16):6854–9.
Nikolaev VO, et al. Beta2-adrenergic receptor redistribution in heart failure changes cAMP compartmentation. Science. 2010;327(5973):1653–7.
Kaumann A, et al. Activation of beta2-adrenergic receptors hastens relaxation and mediates phosphorylation of phospholamban, troponin I, and C-protein in ventricular myocardium from patients with terminal heart failure. Circulation. 1999;99(1):65–72.
Lefkowitz RJ. G protein-coupled receptors. III. New roles for receptor kinases and beta-arrestins in receptor signaling and desensitization. J Biol Chem. 1998;273(30):18677–80.
Rapacciuolo A, et al. Protein kinase A and G protein-coupled receptor kinase phosphorylation mediates beta-1 adrenergic receptor endocytosis through different pathways. J Biol Chem. 2003;278(37):35403–11.
Yang X, et al. Tri-iodo-l-thyronine promotes the maturation of human cardiomyocytes-derived from induced pluripotent stem cells. J Mol Cell Cardiol. 2014;72:296–304.
Parikh SS, et al. Thyroid and glucocorticoid hormones promote functional T-tubule development in human-induced pluripotent stem cell-derived cardiomyocytes. Circ Res. 2017;121(12):1323–30.
Hu D, et al. Metabolic maturation of human pluripotent stem cell-derived cardiomyocytes by inhibition of HIF1α and LDHA. Circ Res. 2018;123(9):1066–79.
Ribeiro AJ, et al. Contractility of single cardiomyocytes differentiated from pluripotent stem cells depends on physiological shape and substrate stiffness. Proc Natl Acad Sci U S A. 2015;112(41):12705–10.
Jung G, et al. Time-dependent evolution of functional vs. remodeling signaling in induced pluripotent stem cell-derived cardiomyocytes and induced maturation with biomechanical stimulation. FASEB J. 2016;30(4):1464–79.
McBeath R, et al. Cell shape, cytoskeletal tension, and RhoA regulate stem cell lineage commitment. Dev Cell. 2004;6(4):483–95.
Lutolf MP, et al. Synthetic biomaterials as instructive extracellular microenvironments for morphogenesis in tissue engineering. Nat Biotechnol. 2005;23(1):47–55.
Young JL, et al. Hydrogels with time-dependent material properties enhance cardiomyocyte differentiation in vitro. Biomaterials. 2011;32(4):1002–9.
Jacot JG, et al. Mechanobiology of cardiomyocyte development. J Biomech. 2010;43(1):93–8.
Young JL, et al. Mechanosensitive kinases regulate stiffness-induced cardiomyocyte maturation. Sci Rep. 2014;4:6425.
Ravi M, et al. 3D cell culture systems: advantages and applications. J Cell Physiol. 2015;230(1):16–26.
Lemoine MD, et al. Human iPSC-derived cardiomyocytes cultured in 3D engineered heart tissue show physiological upstroke velocity and sodium current density. Sci Rep. 2017;7(1):5464.
Fink C, et al. Chronic stretch of engineered heart tissue induces hypertrophy and functional improvement. FASEB J. 2000;14(5):669–79.
Mathur A, et al. Human iPSC-based cardiac microphysiological system for drug screening applications. Sci Rep. 2015;5:8883.
Langhans SA. Three-dimensional in vitro cell culture models in drug discovery and drug repositioning. Front Pharmacol. 2018;9:6.
Ulmer BM, et al. Contractile work contributes to maturation of energy metabolism in hiPSC-derived cardiomyocytes. Stem Cell Reports. 2018;10(3):834–47.
Ronaldson-Bouchard K, et al. Advanced maturation of human cardiac tissue grown from pluripotent stem cells. Nature. 2018;556(7700):239–43.
Hirt MN, et al. Increased afterload induces pathological cardiac hypertrophy: a new in vitro model. Basic Res Cardiol. 2012;107(6):307.
Stevens KR, et al. Physiological function and transplantation of scaffold-free and vascularized human cardiac muscle tissue. Proc Natl Acad Sci U S A. 2009;106(39):16568–73.
Naito H, et al. Optimizing engineered heart tissue for therapeutic applications as surrogate heart muscle. Circulation. 2006;114(1 Suppl):I72–8.
Tulloch NL, et al. Growth of engineered human myocardium with mechanical loading and vascular coculture. Circ Res. 2011;109(1):47–59.
Giacomelli E, et al. Three-dimensional cardiac microtissues composed of cardiomyocytes and endothelial cells co-differentiated from human pluripotent stem cells. Development. 2017;144(6):1008–17.
Lemme M, et al. Atrial-like engineered heart tissue: an in vitro model of the human atrium. Stem Cell Reports. 2018;11:1378.
Mannhardt I, et al. Human engineered heart tissue: analysis of contractile force. Stem Cell Reports. 2016;7(1):29–42.
Bielawski KS, et al. Real-time force and frequency analysis of engineered human heart tissue derived from induced pluripotent stem cells using magnetic sensing. Tissue Eng Part C Methods. 2016;22(10):932–40.
Thavandiran N, et al. Design and formulation of functional pluripotent stem cell-derived cardiac microtissues. Proc Natl Acad Sci U S A. 2013;110(49):E4698–707.
Moretti A, et al. Patient-specific induced pluripotent stem-cell models for long-QT syndrome. N Engl J Med. 2010;363(15):1397–409.
Itzhaki I, et al. Modeling of catecholaminergic polymorphic ventricular tachycardia with patient-specific human-induced pluripotent stem cells. J Am Coll Cardiol. 2012;60(11):990–1000.
Liang P, et al. Patient-specific and genome-edited induced pluripotent stem cell-derived cardiomyocytes elucidate single-cell phenotype of Brugada syndrome. J Am Coll Cardiol. 2016;68(19):2086–96.
Karakikes I, et al. Human-induced pluripotent stem cell models of inherited cardiomyopathies. Curr Opin Cardiol. 2014;29(3):214–9.
Birket MJ, et al. Contractile defect caused by mutation in MYBPC3 revealed under conditions optimized for human PSC-cardiomyocyte function. Cell Rep. 2015;13(4):733–45.
Lan F, et al. Abnormal calcium handling properties underlie familial hypertrophic cardiomyopathy pathology in patient-specific induced pluripotent stem cells. Cell Stem Cell. 2013;12(1):101–13.
Han L, et al. Study familial hypertrophic cardiomyopathy using patient-specific induced pluripotent stem cells. Cardiovasc Res. 2014;104(2):258–69.
Sun N, et al. Patient-specific induced pluripotent stem cells as a model for familial dilated cardiomyopathy. Sci Transl Med. 2012;4(130):130ra47.
Streckfuss-Bömeke K, et al. Severe DCM phenotype of patient harboring RBM20 mutation S635A can be modeled by patient-specific induced pluripotent stem cell-derived cardiomyocytes. J Mol Cell Cardiol. 2017;113:9–21.
Wyles SP, et al. Pharmacological modulation of calcium homeostasis in familial dilated cardiomyopathy: an in vitro analysis from an RBM20 patient-derived iPSC model. Clin Transl Sci. 2016;9(3):158–67.
Ma D, et al. Generation of patient-specific induced pluripotent stem cell-derived cardiomyocytes as a cellular model of arrhythmogenic right ventricular cardiomyopathy. Eur Heart J. 2013;34(15):1122–33.
Caspi O, et al. Modeling of arrhythmogenic right ventricular cardiomyopathy with human induced pluripotent stem cells. Circ Cardiovasc Genet. 2013;6(6):557–68.
Kim C, et al. Studying arrhythmogenic right ventricular dysplasia with patient-specific iPSCs. Nature. 2013;494(7435):105–10.
Seeger T, et al. A premature termination codon mutation of MYBPC3 causes hypertrophic cardiomyopathy via chronic activation of nonsense-mediated decay. Circulation. 2019;139:799–811.
Stöhr A, et al. Contractile abnormalities and altered drug response in engineered heart tissue from Mybpc3-targeted knock-in mice. J Mol Cell Cardiol. 2013;63:189–98.
Hinson JT, et al. HEART DISEASE. Titin mutations in iPS cells define sarcomere insufficiency as a cause of dilated cardiomyopathy. Science. 2015;349(6251):982–6.
Cashman TJ, et al. Human engineered cardiac tissues created using induced pluripotent stem cells reveal functional characteristics of BRAF-mediated hypertrophic cardiomyopathy. PLoS One. 2016;11(1):e0146697.
Stillitano F, et al. Genomic correction of familial cardiomyopathy in human engineered cardiac tissues. Eur Heart J. 2016;37(43):3282–4.
Hinson JT, et al. Integrative analysis of PRKAG2 cardiomyopathy iPS and microtissue models identifies AMPK as a regulator of metabolism, survival, and fibrosis. Cell Rep. 2017;19(11):2410.
Nakamura K, et al. iPS cell modeling of cardiometabolic diseases. J Cardiovasc Transl Res. 2013;6(1):46–53.
Tavian D, et al. Generation of induced Pluripotent Stem Cells as disease modelling of NLSDM. Mol Genet Metab. 2017;121(1):28–34.
Wang G, et al. Modeling the mitochondrial cardiomyopathy of Barth syndrome with induced pluripotent stem cell and heart-on-chip technologies. Nat Med. 2014;20(6):616–23.
Drawnel FM, et al. Disease modeling and phenotypic drug screening for diabetic cardiomyopathy using human induced pluripotent stem cells. Cell Rep. 2014;9(3):810–21.
Prathipati P, et al. Systems biology approaches to a rational drug discovery paradigm. Curr Top Med Chem. 2016;16(9):1009–25.
Moffat JG, et al. Opportunities and challenges in phenotypic drug discovery: an industry perspective. Nat Rev Drug Discov. 2017;16(8):531–43.
Vincent F, et al. Developing predictive assays: the phenotypic screening “rule of 3”. Sci Transl Med. 2015;7(293):293ps15.
Ioannidis JP. Why most published research findings are false. PLoS Med. 2005;2(8):e124.
Osherovich L. Hedging against academic risk. Science-Business eXchange. 2011;4(15):416.
Prinz F, et al. Believe it or not: how much can we rely on published data on potential drug targets? Nat Rev Drug Discov. 2011;10:712.
Scannell JW, et al. When quality beats quantity: decision theory, drug discovery, and the reproducibility crisis. PLoS One. 2016;11(2):e0147215.
Nelson MR, et al. The support of human genetic evidence for approved drug indications. Nat Genet. 2015;47(8):856–60.
Reddy AS, et al. Polypharmacology: drug discovery for the future. Expert Rev Clin Pharmacol. 2013;6(1):41–7.
Mullard A. New drugs cost US$2.6 billion to develop. Nat Rev Drug Discov. 2014;13:877.
Hoffmann P, et al. Are hERG channel inhibition and QT interval prolongation all there is in drug-induced torsadogenesis? A review of emerging trends. J Pharmacol Toxicol Methods. 2006;53(2):87–105.
Redfern WS, et al. Relationships between preclinical cardiac electrophysiology, clinical QT interval prolongation and torsade de pointes for a broad range of drugs: evidence for a provisional safety margin in drug development. Cardiovasc Res. 2003;58(1):32–45.
Sager PT, et al. Rechanneling the cardiac proarrhythmia safety paradigm: a meeting report from the Cardiac Safety Research Consortium. Am Heart J. 2014;167(3):292–300.
Lawrence CL, et al. Nonclinical proarrhythmia models: predicting Torsades de Pointes. J Pharmacol Toxicol Methods. 2005;52(1):46–59.
Kannankeril P, et al. Drug-induced long QT syndrome. Pharmacol Rev. 2010;62(4):760–81.
Gintant G, et al. Evolution of strategies to improve preclinical cardiac safety testing. Nat Rev Drug Discov. 2016;15(7):457–71.
Andrejak M, et al. Drug-induced valvular heart disease: an update. Arch Cardiovasc Dis. 2013;106(5):333–9.
Pfeiffer ER, et al. Specific prediction of clinical QT prolongation by kinetic image cytometry in human stem cell derived cardiomyocytes. J Pharmacol Toxicol Methods. 2016;81:263–73.
Watanabe H, et al. Usefulness of cardiotoxicity assessment using calcium transient in human induced pluripotent stem cell-derived cardiomyocytes. J Toxicol Sci. 2017;42(4):519–27.
Millard D, et al. Cross-site reliability of human induced pluripotent stem cell-derived cardiomyocyte based safety assays using microelectrode arrays: results from a blinded CiPA Pilot Study. Toxicol Sci. 2018;164(2):550–62.
Blinova K, et al. International multisite study of human-induced pluripotent stem cell-derived cardiomyocytes for drug proarrhythmic potential assessment. Cell Rep. 2018;24(13):3582–92.
Gilchrist KH, et al. High-throughput cardiac safety evaluation and multi-parameter arrhythmia profiling of cardiomyocytes using microelectrode arrays. Toxicol Appl Pharmacol. 2015;288(2):249–57.
Harris K, et al. Comparison of electrophysiological data from human-induced pluripotent stem cell-derived cardiomyocytes to functional preclinical safety assays. Toxicol Sci. 2013;134(2):412–26.
Blinova K, et al. Comprehensive translational assessment of human-induced pluripotent stem cell derived cardiomyocytes for evaluating drug-induced arrhythmias. Toxicol Sci. 2017;155(1):234–47.
Ando H, et al. A new paradigm for drug-induced torsadogenic risk assessment using human iPS cell-derived cardiomyocytes. J Pharmacol Toxicol Methods. 2017;84:111–27.
Yamazaki D, et al. Proarrhythmia risk prediction using human induced pluripotent stem cell-derived cardiomyocytes. J Pharmacol Sci. 2018;136(4):249–56.
Qu Y, et al. Proarrhythmia risk assessment in human induced pluripotent stem cell-derived cardiomyocytes using the Maestro MEA Platform. Toxicol Sci. 2015;147(1):286–95.
Kitaguchi T, et al. CSAHi study: Evaluation of multi-electrode array in combination with human iPS cell-derived cardiomyocytes to predict drug-induced QT prolongation and arrhythmia – effects of 7 reference compounds at 10 facilities. J Pharmacol Toxicol Methods. 2016;78:93–102.
Kitaguchi T, et al. CSAHi study: detection of drug-induced ion channel/receptor responses, QT prolongation, and arrhythmia using multi-electrode arrays in combination with human induced pluripotent stem cell-derived cardiomyocytes. J Pharmacol Toxicol Methods. 2017;85:73–81.
Nozaki Y, et al. CSAHi study: validation of multi-electrode array systems (MEA60/2100) for prediction of drug-induced proarrhythmia using human iPS cell-derived cardiomyocytes – assessment of inter-facility and cells lot-to-lot-variability. Regul Toxicol Pharmacol. 2016;77:75–86.
Nozaki Y, et al. CSAHi study-2: Validation of multi-electrode array systems (MEA60/2100) for prediction of drug-induced proarrhythmia using human iPS cell-derived cardiomyocytes: assessment of reference compounds and comparison with non-clinical studies and clinical information. Regul Toxicol Pharmacol. 2017;88:238–51.
Grimm FA, et al. High-content assay multiplexing for toxicity screening in induced pluripotent stem cell-derived cardiomyocytes and hepatocytes. Assay Drug Dev Technol. 2015;13(9):529–46.
Csöbönyeiová M, et al. Toxicity testing and drug screening using iPSC-derived hepatocytes, cardiomyocytes, and neural cells. Can J Physiol Pharmacol. 2016;94(7):687–94.
Savalia S, et al. Cardiac arrhythmia classification by multi-layer perceptron and convolution neural networks. Bioengineering (Basel). 2018;5(2):35.
Andreotti F, et al. Comparing feature-based classifiers and convolutional neural networks to detect arrhythmia from short segments of ECG. Comput Cardiol. 2017;44:1–4.
Rajpurkar P, et al. Cardiologist-level arrhythmia detection with con-volutional neural networks. arXiv170701836. 2017. 2017.
Yeh ET, et al. Cardiovascular complications of cancer therapy: incidence, pathogenesis, diagnosis, and management. J Am Coll Cardiol. 2009;53(24):2231–47.
Aleman BM, et al. Cardiovascular disease after cancer therapy. EJC Suppl. 2014;12(1):18–28.
Moslehi J, et al. Grounding cardio-oncology in basic and clinical science. Circulation. 2017;136(1):3–5.
Sharma A, et al. High-throughput screening of tyrosine kinase inhibitor cardiotoxicity with human induced pluripotent stem cells. Sci Transl Med. 2017;9(377):eaaf2584.
Lamore SD, et al. Deconvoluting kinase inhibitor induced cardiotoxicity. Toxicol Sci. 2017;158(1):213–26.
Talbert DR, et al. A multi-parameter in vitro screen in human stem cell-derived cardiomyocytes identifies ponatinib-induced structural and functional cardiac toxicity. Toxicol Sci. 2015;143(1):147–55.
Moslehi JJ, et al. Tyrosine kinase inhibitor-associated cardiovascular toxicity in chronic myeloid leukemia. J Clin Oncol. 2015;33(35):4210–8.
Kawatou M, et al. Modelling Torsade de Pointes arrhythmias in vitro in 3D human iPS cell-engineered heart tissue. Nat Commun. 2017;8(1):1078.
Takeda M, et al. Development of in vitro drug-induced cardiotoxicity assay by using three-dimensional cardiac tissues derived from human induced pluripotent stem cells. Tissue Eng Part C Methods. 2018;24(1):56–67.
Amano Y, et al. Development of vascularized iPSC derived 3D-cardiomyocyte tissues by filtration Layer-by-Layer technique and their application for pharmaceutical assays. Acta Biomater. 2016;33:110–21.
Lu HF, et al. Engineering a functional three-dimensional human cardiac tissue model for drug toxicity screening. Biofabrication. 2017;9(2):025011.
Huebsch N, et al. Miniaturized iPS-cell-derived cardiac muscles for physiologically relevant drug response analyses. Sci Rep. 2016;6:24726.
Mannhardt I, et al. Blinded contractility analysis in hiPSC-cardiomyocytes in engineered heart tissue format: comparison with human atrial trabeculae. Toxicol Sci. 2017;158(1):164–75.
Acknowledgments
We gratefully acknowledge support from the National Institutes of Health (NIH) (R01HL130840. R01HL128072 and R21HL141019 to MM). TM acknowledges support from AHA (Undergraduate Summer Research Program). DAMF is funded by the European Union’s Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant agreement No 708459.
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Bruyneel, A.A.N., Muser, T., Parthasarathy, V., Feyen, D., Mercola, M. (2019). Phenotypic Screening of iPSC-Derived Cardiomyocytes for Cardiotoxicity Testing and Therapeutic Target Discovery. In: Serpooshan, V., Wu, S. (eds) Cardiovascular Regenerative Medicine. Springer, Cham. https://doi.org/10.1007/978-3-030-20047-3_2
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