Abstract
Loss-of-function long QT (LQT) mutations inducing LQT1 and LQT2 syndromes have been successfully translated to human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) used as disease-specific models. However, their in vitro investigation mainly relies on experiments using small numbers of cells. This is especially critical when working with cells as heterogeneous as hiPSC-CMs. We aim (i) to investigate in silico the ionic mechanisms underlying LQT1 and LQT2 hiPSC-CM phenotypic variability, and (ii) to enable massive in silico drug tests on mutant hiPSC-CMs. We combined (i) data of control and mutant slow and rapid delayed rectifying K+ currents, IKr and IKs respectively, (ii) a recent in silico hiPSC-CM model, and (iii) the population of models paradigm to generate control and mutant populations for LQT1 and LQT2 cardiomyocytes. Our four populations contain from 1008 to 3584 models. In line with the experimental in vitro data, mutant in silico hiPSC-CMs showed prolonged action potential (AP) duration (LQT1: +14%, LQT2: +39%) and large electrophysiological variability. Finally, the mutant populations were split into normal-like hiPSC-CMs (with action potential duration similar to control) and at risk hiPSC-CMs (with clearly prolonged action potential duration). At risk mutant hiPSC-CMs carried higher expression of L-type Ca2+, lower expression of IKr and increased sensitivity to quinidine as compared to mutant normal-like hiPSC-CMs, resulting in AP abnormalities. In conclusion, we were able to reproduce the two most common LQT syndromes with large-scale simulations, which enable investigating biophysical mechanisms difficult to assess in vitro, e.g., how variations of ion current expressions in a physiological range can impact on AP properties of mutant hiPSC-CMs.
Highlights
The development of induced pluripotent stem cell technology provides the opportunity for generating and culturing iPSC-derived cardiomyocytes obtained from human material
We focused our in silico analysis on the KCNQ1 R190Q mutation associated with LQT1 and the KCNH2 N996I mutation associated with LQT2, both already in vitro characterized in hiPSC-CMs [3,4]
In the LQT2_CTRL and LQT2_MUT populations, IKr was replaced with the control and mutant IKr described in Bellin et al [4]
Summary
The development of induced pluripotent stem cell (iPSC) technology provides the opportunity for generating and culturing iPSC-derived cardiomyocytes obtained from human material (hiPSC-CMs). The population of in silico models [17,18] approach enables the development of a huge ensemble of in silico models which, after experimental calibration, mimics the behavior of the in vitro population of cells, with all the aforementioned advantages of model usage In this case, the added value consists of having an in silico cell population that is way larger than whatever population could be obtained or analyzed in vitro. As a matter of fact, the literature presents electrophysiological investigations on hiPSC-CMs performed on samples containing only a few cells, while an in silico population contains at least hundreds of models We recently used this modeling technique to investigate the LQT3 syndrome effect on in silico hiPSC-CMs and to predict the effects of two drugs, commonly used in this syndrome treatment, elucidating possible mechanisms for the development of adverse drug effects [18]. The same approach was used by Passini et al [19] for a comprehensive in silico drug trial on 62 compounds, on in silico populations of adult ventricular cardiomyocytes, which obtained higher accuracy than studies involving animal models
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