TY - JOUR
T1 - Robust, Automated Analysis of Electrophysiology in Induced Pluripotent Stem Cell-Derived Micro-Heart Muscle for Drug Toxicity
AU - Oguntuyo, Kasoorelope
AU - Schuftan, David
AU - Guo, Jingxuan
AU - Simmons, Daniel
AU - Bhagavan, Druv
AU - Moreno, Jonathan D.
AU - Kang, Po Wei
AU - Miller, Evan
AU - Silva, Jonathan R.
AU - Huebsch, Nathaniel
N1 - Publisher Copyright:
© 2022, Mary Ann Liebert, Inc., publishers.
PY - 2022/9/1
Y1 - 2022/9/1
N2 - Drugs are often removed from clinical trials or market progression owing to their unforeseen effects on cardiac action potential and calcium handling. Induced pluripotent stem cell-derived cardiomyocytes and tissues fabricated from these cells are promising as screening tools for early identification of these potential cardiac liabilities. In this study, we describe an automated, open-source MATLAB-based analysis software for calculating cardiac action potentials and calcium transients from fluorescent reporters. We first identified the most robust manner in which to automatically identify the initiation point for action potentials and calcium transients in a user-independent manner, and used this approach to quantify the duration and morphology of these signals. We then demonstrate the software by assessing changes to action potentials and calcium transients in our micro-heart muscles after exposure to hydroxychloroquine, an antimalarial drug with known cardiac liability. Consistent with clinical observations, our system predicted mild action potential prolongation. However, we also observed marked calcium transient suppression, highlighting the advantage of testing multiple physiologic readouts in cardiomyocytes rather than relying on heterologous overexpression of single channels such as the human ether-a-go-go-related gene channel. This open-source software can serve as a useful, high-throughput tool for analyzing cardiomyocyte physiology from fluorescence imaging.
AB - Drugs are often removed from clinical trials or market progression owing to their unforeseen effects on cardiac action potential and calcium handling. Induced pluripotent stem cell-derived cardiomyocytes and tissues fabricated from these cells are promising as screening tools for early identification of these potential cardiac liabilities. In this study, we describe an automated, open-source MATLAB-based analysis software for calculating cardiac action potentials and calcium transients from fluorescent reporters. We first identified the most robust manner in which to automatically identify the initiation point for action potentials and calcium transients in a user-independent manner, and used this approach to quantify the duration and morphology of these signals. We then demonstrate the software by assessing changes to action potentials and calcium transients in our micro-heart muscles after exposure to hydroxychloroquine, an antimalarial drug with known cardiac liability. Consistent with clinical observations, our system predicted mild action potential prolongation. However, we also observed marked calcium transient suppression, highlighting the advantage of testing multiple physiologic readouts in cardiomyocytes rather than relying on heterologous overexpression of single channels such as the human ether-a-go-go-related gene channel. This open-source software can serve as a useful, high-throughput tool for analyzing cardiomyocyte physiology from fluorescence imaging.
KW - IPS cells
KW - cardiac tissue
KW - electrophysiology
KW - imaging
UR - http://www.scopus.com/inward/record.url?scp=85138454253&partnerID=8YFLogxK
U2 - 10.1089/ten.tec.2022.0053
DO - 10.1089/ten.tec.2022.0053
M3 - Article
C2 - 35925789
AN - SCOPUS:85138454253
SN - 1937-3384
VL - 28
SP - 457
EP - 468
JO - Tissue Engineering - Part C: Methods
JF - Tissue Engineering - Part C: Methods
IS - 9
ER -