Article ID Journal Published Year Pages File Type
504806 Computers in Biology and Medicine 2016 9 Pages PDF
Abstract

•We cultured human induced pluripotent stem cell-derived cardiomyocytes (hiPS-CMs).•We used voltage-sensitive dyes (VSDs) to image actively beating hiPS-CMs.•We built a software (MaDEC) to detect and quantify depolarization events of hiPS-CMs.•MaDEC performed well in both high- and low-SNR scenarios across 3 drug treatments MaDEC is written in MATLAB and freely available.

Optical imaging-based methods for assessing the membrane electrophysiology of in vitro human cardiac cells allow for non-invasive temporal assessment of the effect of drugs and other stimuli. Automated methods for detecting and analyzing the depolarization events (DEs) in image-based data allow quantitative assessment of these different treatments. In this study, we use 2-photon microscopy of fluorescent voltage-sensitive dyes (VSDs) to capture the membrane voltage of actively beating human induced pluripotent stem cell-derived cardiomyocytes (hiPS-CMs). We built a custom and freely available Matlab software, called MaDEC, to detect, quantify, and compare DEs of hiPS-CMs treated with the β-adrenergic drugs, propranolol and isoproterenol. The efficacy of our software is quantified by comparing detection results against manual DE detection by expert analysts, and comparing DE analysis results to known drug-induced electrophysiological effects. The software accurately detected DEs with true positive rates of 98–100% and false positive rates of 1–2%, at signal-to-noise ratios (SNRs) of 5 and above. The MaDEC software was also able to distinguish control DEs from drug-treated DEs both immediately as well as 10 min after drug administration.

Related Topics
Physical Sciences and Engineering Computer Science Computer Science Applications
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