- Valo Health, Inc., Department of Discovery Research, New York, NY, United States
Introduction: The development of patient-specific induced pluripotent stem cell-derived cardiomyocytes (iPSC-CMs) offers an opportunity to study genotype-phenotype correlation of hypertrophic cardiomyopathy (HCM), one of the most common inherited cardiac diseases. However, immaturity of the iPSC-CMs and the lack of a multicellular composition pose concerns over its faithfulness in disease modeling and its utility in developing mechanism-specific treatment.
Methods: The Biowire platform was used to generate 3D engineered cardiac tissues (ECTs) using HCM patient-derived iPSC-CMs carrying a β-myosin mutation (MYH7-R403Q) and its isogenic control (WT), withal ECTs contained healthy human cardiac fibroblasts. ECTs were subjected to electro-mechanical maturation for 6 weeks before being used in HCM phenotype studies.
Results: Both WT and R403Q ECTs exhibited mature cardiac phenotypes, including a lack of automaticity and a ventricular-like action potential (AP) with a resting membrane potential < −75 mV. Compared to WT, R403Q ECTs demonstrated many HCM-associated pathological changes including increased tissue size and cell volume, shortened sarcomere length and disorganized sarcomere structure. In functional assays, R403Q ECTs showed increased twitch amplitude, slower contractile kinetics, a less pronounced force-frequency relationship, a smaller post-rest potentiation, prolonged AP durations, and slower Ca2+ transient decay time. Finally, we observed downregulation of calcium handling genes and upregulation of NPPB in R403Q vs. WT ECTs. In an HCM phenotype prevention experiment, ECTs were treated for 5-weeks with 250 nM mavacamten or a vehicle control. We found that chronic mavacamten treatment of R403Q ECTs: (i) shortened relaxation time, (ii) reduced APD90 prolongation, (iii) upregulated ADRB2, ATP2A2, RYR2, and CACNA1C, (iv) decreased B-type natriuretic peptide (BNP) mRNA and protein expression levels, and (v) increased sarcomere length and reduced sarcomere disarray.
Discussion: Taken together, we demonstrated R403Q ECTs generated in the Biowire platform recapitulated many cardiac hypertrophy phenotypes and that chronic mavacamten treatment prevented much of the pathology. This demonstrates that the Biowire ECTs are well-suited to phenotypic-based drug discovery in a human-relevant disease model.
1 Introduction
Hypertrophic cardiomyopathy (HCM) is one of the most common inherited cardiac diseases with an estimated worldwide prevalence of 1:200–1:500 (Semsarian et al., 2015; Maron et al., 2022a). Genetic studies have identified over 1500 HCM-associated mutations, mostly missense, spreading across more than 20 genes that encode cardiac sarcomeric or Z-disc proteins. About 80% of these mutations are found in either the MYH7 or MYBPC3 gene, the corresponding proteins of which are responsible for the generation or regulation of cardiac contractility (Alfares et al., 2015). Much like HCM genetics, the disease severity is highly variable, ranging from asymptomatic to early-onset heart failure or sudden cardiac death at a young age. HCM is primarily diagnosed by the thickening of the ventricular septum and left ventricular (LV) free wall by 15 mm or more in an echocardiogram or other imaging approaches (Maron et al., 2022a). Elevated LV systolic contractile function and impaired diastolic function are also key physiological features of HCM. Histological studies often find hypertrophied myocytes, regions of myocyte disarray and interstitial fibrosis within the thickened myocardium (Marian and Braunwald, 2017). The scale of these histological changes generally reflects the severity of the disease and are associated with clinical course and management (Varnava et al., 2001; Galati et al., 2016; Cui et al., 2021).
The R403Q mutation in MYH7, the gene encoding for β-myosin heavy chain, was the first identified HCM mutation and is associated with severe clinical phenotypes including early-onset, progressive myocardial dysfunction, and a high incidence of cardiac sudden death (Geisterfer-Lowrance et al., 1990; Lopes et al., 2013). While some of these phenotypes were observed in animal models carrying the R403Q mutation (Geisterfer-Lowrance et al., 1996; Nagueh et al., 2004; Anderson et al., 2018), phenotypic inconsistencies between models were also reported (Tyska et al., 2000; Lowey et al., 2018). This lack of consistency has made characterizing the pathogenic mechanism or predicting a therapeutic outcome in humans very challenging (Vakrou et al., 2021).
The recent development of robust cardiac differentiation protocols for human induced pluripotent stem cells (hiPSCs) created the potential for an unlimited supply of human derived cardiomyocytes (CMs) from both healthy and diseased sources, which in turn has enabled investigations into species-to-species differences and provided an alternative to costly animal studies (Protze et al., 2019; Rowe and Daley, 2019). However, major concerns over using hiPSC-CMs for disease modeling have also been reported. Most studies of this type use 2D cultures of hiPSC-CMs shortly after cardiac differentiation (Mosqueira et al., 2019; Vučković et al., 2022), generating concerns over the immaturity of the cells relative to adult CMs, and the lack of a multicellular composition. To address these issues, many researchers started using 3D tissue models composed of different cell types (Liu et al., 2018), ourselves included. We were able to demonstrate that 3D engineered cardiac tissues (ECTs) generated on the Biowire platform and composed of healthy hiPSC-CMs and cardiac fibroblasts acquired adult-like contractile properties and responses to inotropic agents after long-term electrical stimulation (Feric et al., 2019; Zhao et al., 2019).
In the present study, ECTs were generated from patient-derived iPSC-CMs carrying the MYH7-R403Q mutation and its genetically corrected isogenic control (WT). The pathogenic role of the mutation was systematically assessed in the ECTs in terms of morphology, contractility, Ca2+ handling, electrophysiology and gene expression. Compared to WT, R403Q ECTs exhibited pathological and physiological changes that faithfully reproduced key disease features observed for HCM patients (Burchfield et al., 2013). Additionally, we found that treating ECTs for 5 weeks with mavacamten, an FDA-approved treatment for HCM, partially reversed the pathological phenotypes of the R403Q mutation, including an improvement in the relaxation properties. Importantly, our findings are consistent with the therapeutic effects of mavacamten reported for animal models and in clinical trials (Green et al., 2016; Olivotto et al., 2020).
2 Materials and methods
2.1 Generation and maturation of ECTs
The hiPSC-CMs carrying the HCM-related mutation MYH7-R403Q (R403Q) and the isogenic control hiPSC-CMs (WT) were both purchased from FUJIFILM Cellular Dynamics (Madison, WI, USA). R403Q hiPSC-CMs were derived from an HCM patient carrying the MYH7-R403Q mutation and were previously reported as a tool for HCM disease modeling (Dainis et al., 2020). The MYH7-R403Q mutation in the patient’s iPSCs was corrected via gene-editing to generate the isogenic control line. Human ECTs were generated in the Biowire platform, an 8-well polystyrene strip containing parallel poly (octamethylene maleate (anhydride) citrate) (POMaC) wires, as previously reported (Feric et al., 2019; Zhao et al., 2019). Briefly, hiPSC-CMs were thawed and mixed with freshly isolated human ventricular cardiac fibroblasts (hvCBs; Lonza, NJ, USA) in a 10:1 ratio, pelleted and re-suspended at a concentration of 5.5 × 107 cells/mL in a collagen/Matrigel/fibrin hydrogel formed by mixing 75% v/v collagen hydrogel (rat tail collagen, 3 mg/mL, Corning, AZ, USA; 1x M199; Matrigel, 15% v/v, Corning; deionized H2O; NaOH, 0.01N; NaHCO3, 0.22 mg/mL) and 25% fibrinogen hydrogel (fibrinogen, 33 mg/mL; HEPES, 20mM; NaCl, 0.9% w/v). The cell suspension (2 µL) was seeded into the Biowire platform resulting in 1.1 × 105 cells per ECT, an optimized number with greater than 90% ECT yield. The seeded cells were cultured in plating media (FUJIFILM Cellular Dynamics, WI, USA) containing 0.01 mg/mL aprotinin at 37°C and 5% CO2 for 7 days to form a compacted ECT suspended between 2 POMaC wires. To enable electrical field stimulation, each polystyrene strip with ECTs was placed in a 10 cm electrode dish (Zhao et al., 2019), and switched to Induction 3 Medium (StemPro-34 complete media, ThermoFisher Scientific, MA, USA; 20 mM HEPES; 1% GlutaMAX, ThermoFisher Scientific; 1% Penicillin-Streptomycin, ThermoFisher Scientific; 213 μg/mL 2-phosphate Ascorbic Acid). Stimulation frequency started at 1 Hz and increased daily to a maximum of 5.2 Hz, while the voltage was set at 2x the average excitation threshold of the ECTs. At the end of week 7, the electrical stimulation frequency was reduced to 3 Hz for the remainder of the ECT culture. Contractility, electrophysiology, Ca2+ imaging and acute pharmacology experiments were conducted on ECTs that had been electrically stimulated at 3 Hz for a minimum of 7 days. All chemicals were purchased from Sigma-Aldrich (MO, USA) unless otherwise specified.
2.2 ECT area measurements from bright field images
ECT areas were computed from brightfield images acquired at 2x. For each image, the ECT contour was automatically segmented using a purpose-built software (Python). Briefly, greyscale images were automatically pre-processed, which included having their contrasts adjusted, asymmetrically Gaussian smoothed to blur high contrast POMaC wires, and normalized, followed by binarization using a dynamic threshold. ECT segmentation was performed on the binary images by combining a series of denoising, edge-based, and morphological operations. For every image, the contour was overlaid and visually inspected to ensure it accurately bordered the ECT. Poor segmentations were not included in further analysis. The total number of pixels within the segmented ECT contour was computed and then converted from total number of pixels to area in mm2.
2.3 Immunostaining and confocal imaging of ECTs and sarcomere measurements
ECTs were first incubated in Ca2+ free Tyrode’s solution supplemented with 2 mM BAPTA for 5 min and then fixed in 4% paraformaldehyde (PFA) for 20 min. After permeabilization and blocking in PBS with 0.3% Triton X-100, 1% BSA and 1% donkey serum, ECTs were stained with mouse anti-cardiac Troponin-T (2 μg/mL; MS295P1, Epredia, MI, USA) and rabbit anti-α-actinin2 (1.4 μg/mL; EP2529Y, Abcam, MA, USA) primary antibodies at 4°C overnight followed by staining with donkey anti-mouse-Alexa Fluor 488 (1:1,000) and donkey anti-rabbit-Alexa Fluor 594 (1:1,000) secondary antibodies at room temperature for 2 h. DAPI was used for staining the nuclei. Z-stack images (10–20 µm from the surface of the ECT) of ECTs were acquired using a spinning disk confocal microscope (Nikon, NY, USA) with a ×60 oil objective at a 0.2 µm step-size. To measure sarcomere parameters, Z-disc segmentation was carried out based on the α-actinin2 signal following a previously published protocol (Supplementary Figure S1) (Zhao et al., 2021). Briefly, the contours of the Z-disc were first found by computing the Laplacian of Gaussian of an image using scikit-image (Python) (Supplementary Figures S1Ai, Bi). Subsequently, sarcomeres were identified by linking approximately parallel Z-discs (Supplementary Figures S1Aii, Bii). For each sarcomere within a single image, sarcomere length was computed as the distance between the two associated Z-disc centers. The median value for each image was computed, and the mean of all images within a group was then reported. Sarcomere angle was computed as the angle of the vector connecting the two associated Z-discs. The standard deviation was computed for each image, and the mean of all images within a group was then reported.
2.4 Isolation of cardiomyocytes from ECTs and individual cell volume measurements
ECTs were removed from the Biowire platform and enzymatically digested by incubating with collagenase II (200 units/mL, ThermoFisher, MA, USA) and protease XIV (0.1 units/mL, Sigma-Aldrich, MA, USA) for 30–40 min at 37°C in a modified Tyrode’s buffer containing (in mmol/L): 120 NaCl, 5.4 KCl, 5 MgSO4, 5 sodium pyruvate, 20 glucose, 20 taurine, 10 HEPES, 30 butanedione monoxime, pH 6.9. Isolated cardiomyocytes (CMs) were pelleted at 200 x g for 3 min and resuspended in Smear Gell (Diagnocine, NJ, USA). Smear Gell with isolated CMs was spread on glass slides at about 100 cells/cm2 and solidified according to the manufacturer’s protocol. CMs were fixed on the glass slides in 4% PFA for 20 min. After permeabilization and blocking in PBS with 0.3% Triton X-100, 1% BSA and 1% donkey serum, CMs were stained with mouse anti-cardiac Troponin-T (2 μg/mL; MS295P1, Epredia, MI, USA) primary antibody at 4°C overnight followed by staining with donkey anti-mouse-Alexa Fluro 488 (1:1,000) secondary antibody and Phalloidin Alexa Fluor 647 (1:500) at room temperature for 2 h. DAPI was used for staining nuclei. Z-stack images of individual CMs were acquired using an LMS880 confocal microscope (Zeiss, CA, USA) with a ×63 oil objective, a 0.5 µm step-size, and 50% interval overlap. Z-stack images of ECTs were analyzed using ImageJ software (Supplementary Video S1) (NIH, MD, USA). Cell volume of isolated CMs was measured based on cardiac Troponin-T staining using Imaris Cell software (Oxford Instruments, OX, UK).
2.5 Image-based contractility measurements
ECT contractility was measured by tracking the deflection of the POMaC wires as a function of time using an Eclipse Ti2 microscope with an environmental chamber (37°C, 5% CO2) and NIS-Elements Advanced Research software (Nikon, NY, USA) as previously described (Feric et al., 2019; Zhao et al., 2019). Using custom software, deflection of the POMaC wires in pixels and frame number were converted to force and time, respectively. This was accomplished by fitting a curve along the centerline of the fluorescent POMaC wire and a line between the anchor points at either end of the wire to indicate a reference baseline or at rest position. For each frame in the video, the distance between the curve and the reference line was computed and then converted to force based on an experimentally determined equation describing the relationship between displacement and force (Zhao et al., 2019). Each contraction in the force time-series was then fitted with a double-sigmoid model to remove noise. Contractile parameters were computed from the fitted functions.
2.6 Sharp-electrode action potential recordings
A single ECT was placed into an experimental chamber filled with modified Krebs Henseleit solution (in mmol/L): 118 KCl, 4.7 NaCl, 1.2 MgSO4, 1.2 KH2PO4, 0.2 sodium pyruvate, 11 D-glucose, 1.8 CaCl2, 22 NaHCO3 bubbled with 95% O2/5% CO2. The temperature of the solution was maintained at 37°C with a flow rate at 2.5 mL/min. The ECT was allowed to equilibrate for 30 min under point stimulation at 1.0 Hz. High impedance borosilicate microelectrodes were prepared with a tip resistance of 40–80 MΩ once filled with 3 M KCl. Upon ECT impalement, the membrane potential was allowed to stabilize for 60 s. Bipolar stimulation at 1.5x excitation threshold was applied to one end of the ECT using platinum electrodes. Signals were amplified using a Duo 773 amplifier (World Precision Instruments, FL, USA). Recordings were performed in continuous mode with sampling at 10 kHz using a Digidata 1322a digitizer and AxoScope software (Molecular Devices, CA, USA).
2.7 Calcium transients imaging
Calcium transients were measured from ECTs as previously described (Zhao et al., 2019), with some modification (Supplementary Videos S2, S3). Briefly, all experiments were performed in an environmental chamber at 37°C and 5% CO2, and recordings were obtained using an Eclipse Ti2 microscope using NIS-Elements Advanced Research software (Nikon). ECTs were incubated in serum-free maintenance media containing 20 µM Calbryte630 AM (AAT BioQuest, CA, USA) for 60 min before removing them from the dye loading buffer and transferring them into a custom Ca2+ imaging plate with a glass bottom. ECTs were field stimulated at 1 Hz in fresh maintenance media for 60 min before imaging. Calcium transients were measured as the average change in fluorescent intensity using custom software that calculated the amplitude and kinetics of the calcium transients. Specifically, a region of interest (ROI) was specified for the video that excluded the background and any extremely bright spots caused by possible artifacts. For each frame, the average intensity was computed for the ROI and the fluorescent time-series was then fitted with a biexponential model to remove noise. Calcium parameters were computed from the fitted functions.
2.8 RNA isolation and RT-qPCR
Intact ECTs were removed from the Biowire platform and individually lysed in TRIzol Reagent (ThermoFisher, MA, USA). RNA from individual ECTs was isolated using Direct-zol RNA Microprep Kit with in-column DNA digestion (Zymo Research, CA, USA) and measured using a NanoDrop One spectrophotometer (ThermoFisher, MA, USA). The quality of isolated RNA was evaluated using a high sensitivity chip and a 2,100 Bioanalyzer (Agilent, CA, USA). RNA samples with RIN > 8 were considered acceptable for transcriptome analysis. Complementary DNA was synthesized from the RNA of individual ECTs using SuperScript IV VILO master mix (ThermoFisher, MA, USA). Real-time qPCR using TaqMan probes (Table 1) and TaqMan Fast Advanced Master Mix (ThermoFisher, MA, USA) were prepared using a MicroLab Prep automated liquid handler (Hamilton, NV, USA) and performed on a QuantStudio 3 real-time PCR system (ThermoFisher, MA, USA) with duplicate reactions per probe per sample. Relative gene expression was determined using the QuantStudio Relative Qualification Analysis Module (ThermoFisher, MA, USA) and normalized to the housekeeping genes GAPDH and RPL13A.
2.9 NT-proBNP measurements from conditioned media
The NT-proBNP ELISA Assay (Biomedica, Vienna, Austria) was performed according to the manufacturer’s instructions with some modifications. Briefly, conditioned media was removed from the ECTs after 4 days in culture and stored at −20°C. NT-proBNP concentrations in the conditioned media were measured on a Varioskan LUX multimode microplate reader (ThermoFisher, MA, USA) using the manufacturer’s protocol.
2.10 Acute treatment of ECTs
ECTs without spontaneous activity at the end of the maturation process were used for compound testing. Tests were conducted in a 37°C, 5% CO2 environmental chamber under field stimulation at 1 Hz. ECTs were incubated in 3 mL culture media for 30 min in the environmental chamber after which a baseline contractility video was acquired (30 s video). The test article stock solutions were prepared in either dimethyl sulfoxide or water, as appropriate, and serially diluted in medium. The first (lowest concentration) test article stock solution was then added to the well and mixed to provide the desired final concentration. Following 15 min of incubation, a 30s video was acquired. The same procedure was followed for all subsequent concentrations (lowest to highest) such that 1 ECT was incubated with all test concentrations.
2.11 Chronic treatment of ECTs
A mavacamten stock solution was prepared in DMSO and added to the ECTs at a final concentration of 250 nM. DMSO was used as the vehicle control. ECTs were cultured for 5 weeks under electrical stimulation with mavacamten or DMSO. The medium was replaced twice a week. A contractility assessment in the presence of mavacamten or DMSO was performed 4 weeks after the initiation of treatment. On week 5, the medium was replaced with fresh medium without the test articles and incubated for 24 h before Ca2+ transient and contractility measurements.
2.12 Statistics
Statistical analyses were performed using Prism version 9 (GraphPad Software, Inc., CA, USA). Data are presented as mean ± SEM except EC50 and IC50 values, which are presented as the geometric mean. For EC50/IC50 calculations, the nonlinear fit function of Prism (Sigmoidal, 4 PL) was used to find the best fit for the data. Student’s t-test was used for simple comparisons and One-Way ANOVA followed by Sidak post-hoc test was used for multiple comparisons. Differences at p < 0.05 were considered statistically significant. The replicate numbers are indicated in the figure captions.
3 Results
3.1 Generation, electrical stimulation, and assessment of ECTs
To create a hypertrophic cardiomyopathy disease model using the Biowire platform, 3D ECTs were generated using a commercially available cell line MYH7-R403Q hiPSC-CMs (R403Q) derived from a HCM patient carrying the mutation and compared to its mutation-corrected isogenic control (WT). A total of 6 batches of R403Q and WT ECTs were generated in parallel from 2 separate iPSC-CM differentiations for phenotypic characterization and drug tests. During the first week of culture, cells seeded in Biowire platform self-organized into 3D ECTs (Figure 1A) and exhibited spontaneous contractions at similar rates in both cell lines. From day 7 of culture, R403Q and WT ECTs were electrically field stimulated for 6 weeks to promote maturation, during which spontaneous contraction gradually stopped in most ECTs (Supplementary Figure S2). At the end of week 7, the electrical stimulation of the ECTs was dropped to a frequency of 3 Hz to stabilize the functional properties of ECTs. Assessments of morphology, function and gene expression were then conducted on ECTs generated in at least 2 separate seedings between week 7 and week 10. The timing of each assessment is individually specified in the following sections.
FIGURE 1. Hypertrophy and sarcomere disorganization in ECTs and individual cardiomyocytes. (A) Representative bright field images of ECTs used in area measurements. (B) Left: Representative image of an ECT segmented by custom software. Right: Quantification of ECT area (R403Q n = 40 ECTs, WT n = 33 ECTs from 2 seedings). (C) Representative confocal images of IF stained isolated cardiomyocytes. (D) Quantification of cell volume based on cardiac Troponin-T signal (R403Q n = 21 cells from 3 ECTs, WT n = 24 cells from 3 ECTs). (E) Representative confocal images under ×60 magnification from IF stained ECTs. (F) Top: Representative confocal image under ×2 magnification, boxes denote areas used for sarcomere analysis. Bottom: Quantification of (i) sarcomere length and (ii) sarcomere angle standard deviation (SD) of ECTs (R403Q (n = 12 images from 4 ECTs, WT n = 9 images from 3 ECTs; from 2 seedings). Data presented as individual data points with mean (line) ± standard error of the mean. An unpaired, two-tailed t-test was used to determine significance; ** p < 0.01; **** p < 0.0001.
3.2 R403Q ECTs exhibit pathological features of HCM
We first compared the gross morphology of R403Q and WT ECTs generated from 2 seedings in week 7 using brightfield images taken under ×2 magnification. The area of R403Q ECTs (1.39 ± 0.02 mm2, n = 30 ECTs) was an average of 1.4-fold larger than WT ECTs (1.04 ± 0.03 mm2, n = 30 ECTs; Figures 1A, B). To test if the increase in R403Q ECT area was the result of an increase in cell volume, we enzymatically isolated cells from randomly selected ECTs in week 8, stained the ECTs with cardiac Troponin-T and imaged the cells using confocal microscopy. The 3D cell structure of CMs derived from R403Q ECTs had an average volume of 2,936 ± 258 μm3 (n = 21 cells from 3 ECTs), about 1.4-fold larger than those from WT ECTs (2,100 ± 181 μm3, n = 24 cells from 3 ECTs), indicating evidence of cellular hypertrophy in the R403Q ECTs (Figures 1C, D; Supplementary Figure S1). Additionally, in isolated cells, sarcomere disorganization was observed in 76% of R403Q CMs (16 out of 21) but not in the WT CMs (Figure 1C). Similar results were obtained from confocal imaging of intact ECTs. In WT ECTs, immunofluorescent staining with α-actinin2 and cardiac Troponin-T antibodies showed well organized sarcomere structure and myofibrils in parallel alignment (Figure 1E Left). In contrast, R403Q ECTs show disorganized sarcomeres and myofibrils (Figure 1E Right). Further analysis using the α-actinin2 signal, a marker of the Z-disc, we quantified the averaged sarcomere length (median distance between 2 adjacent Z-disc in each area) in mature R403Q ECTs to be 1.35 ± 0.03 µm (n = 12 images from 3 ECTs), significantly shorter than that of WT ECTs (1.72 ± 0.01 µm, n = 9 images from 3 ECTs) (Figure 1Fi). The sarcomere organization was quantified as the standard deviation of the angle between 2 adjacent Z-discs. The standard deviation of the angle was significantly greater for R403Q ECTs (48.30 ± 1.15, n = 12 images from 3 ECTs) than for WT ECTs (38.96 ± 1.45, n = 9 images from 3 ECTs), indicating less alignment of sarcomeres in the R403Q ECTs (Figure 1Fii). Taken together, R403Q ECTs generated in the Biowire platform recapitulate hallmarks of HCM, hypertrophy and sarcomere disorganization.
3.3 R403Q ECTs demonstrate contractile abnormalities typical of HCM
To study the effect of the R403Q mutation on ECT contractile properties, baseline contractility was compared between R403Q (n = 53 ECTs) and its isogenic control (n = 33 ECTs) from 3 seedings in week 7. The contractile parameters were obtained by tracking and fitting the deflection of the polymers wires as previously described (Zhao et al., 2019) (Figure 2A). When stimulated at 1Hz, R403Q ECTs generated a twitch amplitude of 60.7 ± 9.0 µN, 8.6-fold greater than the isogenic control ECTs (7.0 ± 1.0 µN) and had significantly longer twitch durations relative to WT ECTs (peak width at 50% peak height; 183.4 ± 2.6 ms vs 99.4 ± 3.5 ms; Figures 2B, C). The increased twitch duration time for R403Q ECTs is associated with prolongation of both contraction time (time from 10% peak to peak height; 129.2 ± 1.7 ms) and relaxation time (time from peak height to 10% peak, 178.0 ± 2.8 ms) as compared to those of isogenic control (70.2 ± 4.6 ms and 113.8 ± 5.0 ms, respectively; Figure 2C). Notably, similar changes in the contractile properties of R403Q ECTs relative to their isogenic control have been reported for other iPSC-CM-based HCM models (Eschenhagen and Carrier, 2019).
FIGURE 2. Force-frequency relationship and post-rest potentiation of ECTs. (A) Diagram representing the contractility parameters derived from the force vs time curves. (B) Overlay of contractile traces normalized to the peak twitch amplitude for week 7 R403Q and WT ECTs at 1 Hz stimulation. (C) Baseline contractility comparison of (i) twitch amplitude, (ii) twitch duration, (iii) contraction time, and (iv) relaxation time between WT (n = 33 ECTs) and R403Q (n = 53 ECTs). (D) Comparison of representative contractile traces of week 7 R403Q and WT ECTs at stimulation frequencies from 1 to 4 Hz and post-rest potentiation. (E) Comparison of (i) raw twitch amplitude and (ii) twitch amplitude normalized to 1 Hz between WT (n = 33 ECTs) and R403Q (n = 53 ECTs). Data were obtained from 2 seedings and presented as individual data points with mean (line) ± standard error of the mean. An unpaired, two-tailed t-test was used to determine significance; **** p < 0.0001.
The interaction between the contractile machinery and intracellular Ca2+ handling was further assessed by measuring the frequency-dependent regulation of contractility (force-frequency relationship; FFR) and post-rest potentiation (PRP) of ECTs. A positive slope of the FFR and the presence of PRP, which are usually absent in ECTs without electrical stimulation (Zhao et al., 2019), gradually emerged over the first few weeks of the electrical stimulation protocol in WT ECTs. While greater forces were generated at all tested frequencies (1–4 Hz) by R403Q ECTs relative to WT controls, R403Q ECTs had smaller fold-changes in twitch amplitude in response to increasing stimulation frequencies than the isogenic control, especially at 3 and 4 Hz (Figures 2D, E). While R403Q ECTs generated PRP contractions with absolute force values greater than the WT ECTs, this only translates to a force potentiation of 1.7-fold after a rest period (normalized to 1 Hz) for R403Q ECTs vs an 18-fold increase for WT ECTs. These findings are consistent with R403Q ECTs having impaired excitation-contraction coupling relative to WT ECTs.
3.4 R403Q ECTs exhibit changes in action potentials and Ca2+ handling
To investigate the effect of the R403Q mutation on the electrophysiological properties of ECTs, we conducted sharp-electrode action potential (AP) recordings of cardiomyocytes in intact ECTs. R403Q and WT (n = 9 cells from 3 ECTs per line) both show APs with key features of adult-like ventricular cardiomyocytes including a resting membrane potential (RMP) close to −80 mV, a fast upstroke velocity, a positive overshoot, a visible plateau phase and the absence of phase 4 depolarization (Figures 3A, B i-iii). Despite these similarities, R403Q ECTs showed significantly prolonged action potential durations (APDs) as compared to WT ECTs by an average of 68 ms, 70 ms and 91 ms for APD30, APD50 and APD90, respectively (Figure 3Biv–vi).
FIGURE 3. R403Q ECTs exhibit prolonged action potential duration and Ca2+ transient decay time. (A) Representative action potential traces for R403Q (grey line) and WT (blue line) ECTs. (B) Quantification of (i) APD30, (ii) APD50, (iii) APD90, (iv) upstroke velocity, (v) AP amplitude and (vi) RMP for WT (n = 9 cells from 3 ECTs) and R403Q (n = 9 cells from 3 ECTs). (C) Overlay of representative Ca2+ transient traces from WT (top) and R403Q (bottom) ECTs under 1 Hz stimulation in the absence and presence of 100 nM isoproterenol. (D) Quantification of (i) Ca2+ transient amplitude, (ii) Ca2+ transient duration, (iii) Ca2+ transient rise time and (iv) Ca2+ transient decay time for WT (n = 12 ECTs) and R403Q (n = 7 ECTs) in the absence and presence of 100 nM isoproterenol. (E) Overlay of representative contractile traces from WT (Top) and R403Q (Bottom) ECTs under 1 Hz stimulation in the absence and presence of 100 nM isoproterenol. (F) Quantification of (i) twitch amplitude, (ii) twitch duration, (iii) contraction time and (iv) relaxation time for WT (n = 12 ECTs) and R403Q (n = 9 ECTs) in the absence and presence of 100 nM isoproterenol. Ca2+ transient data were obtained from 2 seedings. Data presented as individual data points with mean (line) ± standard error of the mean. In (C), an unpaired, two-tailed t-test was used to determine significance; * p < 0.05, ** p < 0.01, **** p < 0.0001. In (D) and (F), a One-Way ANOVA followed by Sidak post hoc test was used to determine significance. *** p < 0.001, **** p < 0.0001.
A similar kinetic change was observed in Ca2+ transient measurements from R403 ECTs. R403Q (n = 12 ECTs from 2 seedings) exhibited a significantly wider Ca2+ transients as well as a smaller Ca2+ transient amplitude than the WT (n = 9 ECTs from 2 seedings) (Figures 3C, D i-ii). Broadening of the Ca2+ transient peak for R403Q ECTs can be attributed to the prolongation of the Ca2+ transient decay time given that the Ca2+ transient rise time was comparable between the R403Q and WT ECTs (Figure 3D iii-iv). Peak broadening is also evident when comparing the contractile measurements of R403Q ECTs to those of the isogenic control (Figures 3E, F). Notably, in response to treatment with 100 nM isoproterenol, a β-adrenergic receptor agonist, the Ca2+ transient amplitude of WT ECTs (ΔF = 88 ± 23) increased approximately 5- fold more than in R403Q ECTs (ΔF = 18 ± 2), whereas twitch amplitude increased approximately the same amount for both R403Q and WT ECTs, (117 ± 31 μN and 115 ± 22 μN, respectively). Herein, we observed cardiac dysfunction in R403Q ECTs that can be attributed to all aspects of the excitation-contraction coupling machinery as evidenced by APD prolongation and broadening of both Ca2+ transient and contractile peaks. Additionally, we observe an inability of R403Q ECTs to respond to isoproterenol with as robust a calcium response as observed with WT ECTs. These results suggest R403Q ECTs generated in the Biowire platform can recapitulate the complexity of the pathogenic HCM phenotype.
3.5 R403Q ECTs show gene expression changes consistent with the HCM phenotype
To investigate the potential molecular mechanisms underpinning the observed functional differences between R403Q and WT ECTs, relative quantification of RT-qPCR was performed using RNA isolated from week 2 and week 8 ECTs. In the present study, we focused on genes that encode for cardiac ion channels (CACNA1C, CACNA1H, CANNA1G, SCN5A, HCN1, HCN2, HCN4, KCND3, KCNE1, KCNE2, KCNH2, KCNIP2, KCNJ2, KCNJ12 and KCNQ1), Ca2+ signaling pathway proteins (ADRB1, ADRB2, PLCG2, ATP2T2, PLN, RYR2, CASQ1, CASQ2, CALM1 and CAMK2D) and HCM related genes (MYH7, MYH6, MYL2, GATA4, and NFATC4). From week 2 to week 8, both WT and R403Q (n = 6 ECTs per line per time points from 2 seedings) showed upregulation of CASQ2, MYL2 and downregulation of CACNA1C, NFATC4, PLCG2 and CACNA1G to the same extent. However, NPPA and NPPB were downregulated by approximately 2- and 3-fold, respectively, in week 8 vs week 2 WT ECTs, while no change in expression levels were observed for R403Q ECTs (Figure 4A). Notably, the differences in gene expression between the R403Q and WT ECTs is more pronounced at week 8 than at week 2 (Figure 4B). For instance, R403Q ECTs showed an ∼2-fold increase in NPPB expression compared to WT ECTs at week 2 but an ∼ 13-fold increase by week 8. Also, RYR2, MYH6, ATP2A2, CACNA1C, CACNA1H and CACNA1G showed a 2-fold or greater decrease in expression in R403Q ECTs relative to WT ECTs at week 8 but not at week 2. In contrast, we did not find any significant difference in gene expression of key cardiac potassium channels between R403Q and WT at week 8 (Figure 4C).
FIGURE 4. RT-qPCR experiments on R403Q and WT ECTs. (A) Relative gene expression of week 8 (n = 6 ECTs) vs week 2 (n = 6 ECTs) R403Q compared to relative gene expression of week 8 (n = 6 ECTs) vs week 2 (n = 6 ECTs) WT. (B) Relative gene expression of R403Q vs WT in week 2 (R403Q and WT, n = 6 ECTs) compared to relative gene expression of R403Q vs WT in week 8 (R403Q and WT, n = 6 ECTs). (C) Relative K+ channel gene expression of R403Q vs WT ECTs in week 8. (R403Q and WT, n = 3 ECTs). Data were obtained from 2 seedings and presented as box and whisker plots with min and max whiskers. An unpaired, two-tailed t-test was used to determine significance; * p < 0.05, ** p < 0.01, *** p < 0.001, **** p < 0.0001.
3.6 WT and R403Q ECTs respond similarly to inotropes in acute contractility experiments
To assess the effect of the R403Q mutation on the functionality of pathways that modulate cardiac contractility, ECTs were exposed to agents known to affect the contractility of the human myocardium. The concentration-dependent contractility response to positive and negative inotropes was compared between R403Q and WT ECTs generated from 2 seedings (Figure 5; Table 2). When treated with isoproterenol, R403Q (n = 10 ECTs) and WT (n = 5 ECTs) both reached the maximal increase in contractile force at 100 nM (Figure 5Ai). While isoproterenol shortened twitch duration in both R403Q and WT ECTs, a larger decrease in twitch duration in response to 100 nM isoproterenol was observed for R403Q (decrease of 48 ± 3 ms vs 7 ± 4 ms in WT). Furthermore, while 100 nM isoproterenol similarly shortened relaxation time in both R403Q and WT ECTs (R403Q 51 ± 3 ms, WT 34 ± 4 ms), it only shortened contraction time in R403Q ECTs (decrease of 30 ± 3 ms vs increase of 7 ± 2 ms in WT). Both R403Q (n = 5 ECTs) and WT (n = 2 ECTs) responded similarly to the PDE3 inhibitor, milrinone, with a maximal contractile force increase at 100 µM of 75 ± 22 μN and 55 ± 33 μN, respectively (Figure 5B). Both the R403Q and WT ECTs responded to isoproterenol and milrinone with a similar EC50 (Table 2).
FIGURE 5. Acute contractility measurements of ECTs in response to inotropes. (A) Quantification of (i) twitch amplitude, (ii) twitch duration, (iii) contraction time and (iv) relaxation time in response to increasing concentrations of isoproterenol (R403Q n = 10 ECTs and WT n = 5 ECTs from 2 seedings). (B) Quantification of (i) twitch amplitude, (ii) twitch duration, (iii) contraction time and (iv) relaxation time in response to milrinone (R403Q n = 5 ECTs and WT n = 2 ECTs from 2 seedings). (C) Quantification of (i) twitch amplitude, (ii) twitch duration, (iii) contraction time and (iv) relaxation time in response to nifedipine (R403Q n = 6 ECTs and WT n = 4 ECTs from 2 seedings). (D) Quantification of (i) twitch amplitude, (ii) twitch duration, (iii) contraction time and (iv) relaxation time in response to mavacamten (R403Q n = 8 ECTs and WT n = 4 ECTs from 2 seedings). Data presented as individual data points with mean (line) ± standard error of the mean. Curves were fitted using four parameter logistic regression. Time constants for nifedipine and mavacamten are shown to the concentrations where twitch amplitudes are greater than zero.
As for negative inotropes, both the L-type voltage-gated Ca2+ channel blocker, nifedipine, and the cardiac myosin ATPase inhibitor, mavacamten, completely inhibited ECT contraction at high concentrations (>1 µM and >10 μM, respectively) and both R403Q and WT ECTs responded to nifedipine and mavacamten with a similar IC50 (Figures 5C, D; Table 2). These results suggest both WT and R403Q ECTs can respond to inotropes with known effects in acute contractility experiments as reported previously (Feric et al., 2019) but do not distinguish the pathological phenotype.
3.7 Chronic mavacamten of R403Q ECTs recapitulates many hallmarks of HCM treatment
Mavacamten is a first-in-class FDA-approved myosin ATPase inhibitor for HCM treatment (Green et al., 2016; Ho et al., 2020; Olivotto et al., 2020). In our acute contractility experiments we were only able to observe the negative inotropic effects of mavacamten shared by many other drugs like L-type calcium channel blockers. Therefore, we investigated the effect of chronic treatment with mavacamten on ECTs to better mimic the effects of the HCM treatment in vitro. ECTs were cultured for up to 8 weeks in Induction 3 medium with 250 nM mavacamten, at which concentration ECT twitch amplitude was inhibited by about 50% in the acute contractility experiment (Figure 6A; Table 2). To avoid affecting initial ECT formation, mavacamten treatment was initiated 12 days after ECT generation. For the vehicle control group, a matched concentration of DMSO was added to the culture medium. The effect of chronic incubation on ECT contractility was first assessed at week 7 in the presence of mavacamten (WT n = 28 ECTs, R403Q n = 23 ECTs) or DMSO (WT n = 24 ECTs, R403Q n = 24 ECTs) in 2 separate seedings. We observed a reduction in twitch amplitude by 63% in WT ECTs (1.3 ± 0.2 µN) and by ∼50% in R403Q ECTs (41.7 ± 5.9 µN) compared to their respective DMSO control groups (WT 3.4 ± 0.7 µN, R403Q 82.4 ± 23.4 µN) (Figure 6Ai). In addition, twitch duration was also reduced by 13.4 ms on average in mavacamten-treated R403Q ECTs and 16.8 ms on average in mavacamten-treated WT ECTs compared to their DMSO controls (Figure 6Aii). Chronic mavacamten treatment also shortened contraction and relaxation time in WT ECTs by an average of 11.3 ms and 15.9 ms, respectively, relative to the DMSO controls, whereas in R403Q ECTs only relaxation time was shortened (by 20.9 ms on average) relative to the control group (Figure 6Aiii, iv). Contraction time in R403Q ECTs was unaffected by chronic mavacamten treatment when compared with the DMSO control. No effect on FFR was observed in either WT or R403Q ECTs following chronic mavacamten treatment relative to the respective DMSO control groups. However, an ∼2-fold increase in PRP was observed in mavacamten-treated WT ECTs relative to the DMSO control, whereas no effect of mavacamten treatment was observed in the PRP of R403Q ECTs relative to the control group (Figures 6B, C).
FIGURE 6. Functional impact of chronic mavacamten treatment on R403Q and WT ECTs. (A) Quantification of (i) twitch amplitude, (ii) twitch duration, (iii) contraction time and (iv) relaxation time for ECTs chronically treated with 250 nM mavacamten (WT n = 28 ECTs, R403Q n = 23 ECTs) or DMSO (WT n = 24 ECTs, R403Q n = 24 ECTs). (B) Twitch amplitude at 2, 3 and 4 Hz (i) and PRP (ii) normalized to 1 Hz for WT ECTs chronically treated with 250 mM mavacamten (n = 23 ECTs) or DMSO (n = 19 ECTs). (C) Twitch amplitude at 2, 3 and 4 Hz (i) and PRP (ii) normalized to 1 Hz for R403Q ECTs chronically treated with 250 mM mavacamten (n = 28 ECTs) or DMSO (n = 23 ECTs). (D) Quantification of (i) RMP, (ii) upstroke velocity, (iii) AP amplitude, (iv) APD30, (v) APD50 and (vi) APD90 between WT and R403Q ECTs chronically treated with 250 mM mavacamten or DMSO (n = 9 cells from 3 ECTs for each group). (E) Quantification of Ca2+ transients (i) amplitude, (ii) duration, (iii) rise time and (iv) decay time for ECTs chronically treated with 250 mM mavacamten (WT n = 11 ECTs and R403Q n = 9 ECTs) or DMSO (WT n = 12 ECTs and R403Q n = 11 ECTs). Data were obtained from 2 seedings and presented as individual data points with mean (line) ± standard error of the mean. In (A), (D) and (E), a One-Way ANOVA followed by Sidak post hoc test was used to determine significance; in (B) and (C), an unpaired, two-tailed t-test was used to determine significance; * p < 0.05, ** p < 0.01, *** p < 0.001 and **** p < 0.0001.
The effect of chronic treatment by 250 nM mavacamten on AP recordings (Figure 6D) and Ca2+ transient measurements (Figure 6E) was also determined. Measurements were taken 24 h after the removal of the test articles, mavacamten or DMSO. We observed on average a 26% reduction in upstroke velocity and a 29.2 ms reduction in APD90 in mavacamten-treated R403Q ECTs relative to the DMSO control (n = 9 cells from 3 ECTs in both conditions) (Figure 6Dii, vi). In contrast, we observed that mavacamten-treated WT ECTs had increased APD30 compared to DMSO controls (by 17.8 ms on average, n = 9 cells from 3 ECTs in both conditions) (Figure 6Div). Ca2+ transient duration and Ca+ transient rise time decreased by an average of 31.6 ms and 6.6 ms respectively in mavacamten-treated WT ECTs (n = 11 ECTs) relative to DMSO controls (n = 12 ECTs), whereas no significant difference was found between the mavacamten- and DMSO-treated R403Q ECTs (n = 9 and 11 ECTs, respectively) (Figure 6E). The shortening of relaxation time and APD90 in the mavacamten-treated R403Q ECTs suggests the reversal of some aspects of the HCM disease phenotype with mavacamten treatment.
To investigate the effect of chronic mavacamten treatment on transcriptional regulation, we performed RT-qPCR experiments comparing the gene expression of DMSO-treated WT ECTs, and DMSO- or mavacamten-treated R403Q ECTs (n = 6 ECTs per line per condition). The RT-qPCR results demonstrate that many transcriptional changes attributable to the MYH7-R403Q mutation were partially or fully reversed by mavacamten treatment (Figure 7A and Supplementary Figure S3). Partial reversal of transcriptional change was observed in the expression of NPPA, NPPB and CANCA1C. For example, compared to DMSO-treated WT ECTs, the NPPB expression in DMSO-treated R403Q ECTs was upregulated by ∼7-fold, which was reduced by half in mavacamten treated R403Q ECTs. A full reversal of the transcriptional changes in mavacamten treated R403Q ECTs was observed in the expression of ADRB2, ATP2A2 and RYR2. Notably, the MYH7/MYH6 ratio was 0.9 ± 0.1 in DMSO-treated WT ECTs and 2.1 ± 0.1 in DMSO-treated R403Q ECTs. This finding is consistent with the increase in the MYH7/MYH6 ratio reported for hypertrophied human heart (Lowes et al., 1997) and other iPSC-CMs carrying HCM-associated mutations (Mosqueira et al., 2018; Chai et al., 2023). No significant difference in the gene expression of key cardiac potassium channels was observed between mavacamten- and DMSO-treated ECTs (Supplementary Figure S4).
FIGURE 7. Changes in gene expression and sarcomere organization in mavacamten-treated R403Q and WT ECTs. (A) Heatmap of log2(fold-change) of relative gene expression in DMSO-treated and 250 nM mavacamten-treated R403Q ECTs compared to DMSO-treated WT ECTs. Means of 6 individual ECTs of each group are presented. Genes are sorted in descending order of fold-change in abundance in DMSO-treated R403Q ECTs. (B) NT-proBNP concentration in conditioned medium from WT and R403Q ECTs treated with 250 nM mavacamten (WT and R403Q, both n = 3 biological replicants) and DMSO (WT n = 3 and R403Q n = 4 biological replicants). Quantification of (C) sarcomere length and (D) sarcomere angle standard deviation from DMSO-treated (n = 12 images from 4 ECTs) or mavacamten-treated R403Q ECTs (n = 12 images from 4 ECTs). Data were obtained from 2 seedings and presented as individual data points with mean (line) ± standard error of the mean. A One-Way ANOVA followed by Sidak post hoc test was used to determine significance in (B). An unpaired, two-tailed t-test was used to determine significance in (C,D). * p < 0.05, ** p < 0.01.
To further explore the NPPB findings, we measured N-terminal B-type natriuretic peptide (NT-proBNP) levels in the conditioned medium using an ELISA assay. BNP and its precursor NT-proBNP are the cardiac biomarkers encoded by the NPPB gene. Expression level of BNP or NT-proBNP in CMs and plasma serves as a biomarker for myocardial hypertrophy, stress, or failure (Seferian et al., 2007; Man et al., 2018). The NT-proBNP concentration of the R403Q ECT conditioned medium (n = 4 samples) was 3-fold higher than for the WT ECTs (n = 3 samples) (Figure 7B). While chronic treatment with mavacamten reduced the NT-proBNP concentration in the conditioned medium of both R403Q and WT ECTs (both n = 3 samples), the treatment decreased the NT-proBNP concentration of R403Q ECTs to that of WT ECTs treated with DMSO. These results suggest the reversal of the elevated BNP levels, a diagnostic indicator of HCM disease prognosis and progression, with chronic mavacamten treatment.
Lastly, we observed that chronic mavacamten treatment partially reversed the changes in sarcomere structure caused by the R403Q mutation. The average sarcomere length in R403Q ECTs treated with 250 nM mavacamten (1.46 ± 0.04 µm, n = 12 images from 4 ECTs) was significantly longer than for DMSO-treated R403Q ECTs (1.35 ± 0.03 µm, n = 12 images from 4 ECTs) (Figure 7C). Similarly, the sarcomere angle standard deviation significantly decreased from 48.30 ± 1.15 in DMSO-treated R403Q ECTs to 44.53 ± 1.10 in mavacamten-treated R403Q ECTs (Figure 7D).
4 Discussion
Despite major advances enabling better identification and classification of HCM patients over the last 60 years, therapeutic options either to manage the risk of life-threatening arrhythmic events or to prevent adverse disease progression remain limited for these patient populations (Maron, 2018; Maron et al., 2022a). A disease modeling system that faithfully recapitulates the clinical phenotype of HCM is crucial to the development of novel mechanism-driven therapies. Although transgenic animal models enable detailed pathophysiological and molecular assessments of HCM-related genetic variants, they can have limited relevance to human disease. For instance, the major motor protein that produces contractile force in the sarcomere is coded by MYH6 in mice but by MYH7 in humans (Jiang et al., 2013). In addition, LV septum hypertrophy, a hallmark feature of human HCM, is rarely present in mouse models (Duncker et al., 2015), and significant differences in the molecular phenotype of mouse models and HCM patients have been reported (Vakrou et al., 2021).
Cardiomyocytes differentiated from patient-specific iPSCs and the genetically edited isogenic controls have been shown to provide valuable insights into the mechanisms of inherited cardiac diseases (Eschenhagen and Carrier, 2019; Ramachandra et al., 2021). However, disease models using 2D cultured iPSC-CMs present some clear limitations in terms of morphology, contractility, and electrophysiology, resembling human cardiomyocytes at the embryonic stage rather than adult (Sewanan et al., 2020). In 2D culture, iPSC-CMs carrying HCM mutations are smaller than adult ventricular cardiomyocytes (cell volume between 30,000 μm3 and 50,000 μm3) (Gerdes et al., 1992; Tracy and Sander, 2011; Mollova et al., 2013) with cell volumes ranging from 5.8 µm3 to 120 μm3 (Wang et al., 2018; Mosqueira et al., 2019). 2D-cultured iPSC-CMs are also variable in shape and lack clear sarcomere organization or alignment (Veerman et al., 2015; Jiang et al., 2018). Conversely, here we report 3D ECTs with a median cell volume of 1887 μm3 in WT ECTs and 2,780 μm3 in R403Q ECTs, while still smaller than human adult CMs they are much larger than reported for 2D and closer to the cell volumes reported for 0–1-year-old human heart CMs of ∼6,000 μm3 (Mollova et al., 2013). The isolated CMs from the ECTs were also over 90% rod shaped and had uniform sarcomere alignment (Figure 1E). Finally, as previously reported, our ECTs have adult-like contractile and electrophysiological responses (Feric et al., 2019). Taken together, Biowire ECTs recapitulate more features of the adult myocardium and are therefore better positioned to model the key features of HCM, when compared to 2D hiPSC-CMs.
Cardiac contractility is a consequence of a precise series of events known as excitation-contraction coupling. This highly orchestrated process links the action potential and changes in the cytoplasmic Ca2+ concentration to muscle contraction and relaxation. Physiological changes in HCM seen clinically include increased myocardial contractility and impaired relaxation (Lopes et al., 2013). A prevailing hypothesis suggests HCM-related mutations cause conformational changes in sarcomeric proteins and shift the myosin molecules from the super relaxed state (SRX) toward the actin-bound state, the effect of which is increased myocyte contractility and ATP utilization. In response to the contractile changes, stress-sensing signaling pathways are activated, which induce molecular and histological changes in the myocardium (McNamara et al., 2016; Sarkar et al., 2020). In the present study, we reported hypercontractility along with prolongation of contraction and relaxation time in R403Q ECTs compared to the isogenic control (Figure 2), results consistent with other in vitro studies of human iPSC-CMs with MYH7, MYBPC3, ACTN2, or ACTC1 mutations (Eschenhagen and Carrier, 2019). Additionally, the FFR and PRP are often impaired in patients with cardiomyopathy or heart failure (Endoh, 2004). Notably, the ability to measure the FFR and PRP in in vitro systems has not been reported by many (Nunes et al., 2013; Ronaldson-Bouchard et al., 2018; Feric et al., 2019; Lu et al., 2021). Herein, we report compromised FFR and PRP properties in R403Q ECTs (Figure 2) in agreement with the observed clinical presentations.
Altered ion channel function and expression, a pathogenic mechanism independent of contractile dysfunction, was reported in several studies using surgical samples from HCM patients and transgenic animal models (Barajas-Martínez et al., 2013; Coppini et al., 2013; Coppini et al., 2018; Lan et al., 2013). Patch clamp recordings from individual cells showed increased L-Type Ca2+ current and late Na+ current in isolated HCM cardiomyocytes and reduced inward-rectifier K+ current, transient outward K+ current and delayed rectifier K+ currents. These changes are considered as underlying the APD prolongation observed in those samples. Other studies in human in vitro (Messer et al., 2016; Smith et al., 2018; Wang et al., 2018) and mouse models (Knollmann et al., 2003; Stöhr et al., 2013) have demonstrated that an increased sensitivity of myofilaments to Ca2+ associates with many HCM-related mutations. It is hypothesized that increased Ca2+ sensitivity along with altered Ca2+ handling properties prolong Ca2+ transient decay time, contributing to clinical phenotypes, including diastolic dysfunction and arrythmias, in HCM patients (Santini et al., 2021). In the present study, we demonstrate a reduced Ca2+ transient amplitude paired with an increased twitch amplitude in R403Q ECTs compared with WT ECTs, a finding in accordance with an increased Ca2+ sensitivity in HCM (Figures 3C–F). We also observed a prolongation of the Ca2+ transient decay time and downregulation of Ca2+ handling related genes in R403Q ECTs (∼2-fold decrease in ATP2A2, CACNA1C, CACNA1H and CACNA1G, Figure 4). While we did not observe significant changes in K+ channel genes at the transcription level (Figure 4C), a significant APD prolongation was recorded in R403Q ECTs relative to WT ECTs (Figures 3A, B). These results suggest our model of HCM can recapitulate pathological changes of electrophysiology in patient samples and is consistent with the hypothesis of increased Ca2+ sensitivity and impaired Ca2+ handling.
Current pharmacological management of HCM, such as β-blockers and calcium channel blockers, does not target the pathogenic mechanism of HCM and thus offers little to prevent disease progression (Maron et al., 2022b). The one exception is mavacamten, a recently discovered myosin ATPase inhibitor that directly targets hypercontractility. It was first demonstrated in HCM mice models that mavacamten inhibited contractility of the heart after 2 weeks of oral administration and reduced LV wall thickness after 4 weeks. When administered to young pre-HCM mice, mavacamten also suppressed the development myocyte disarray, myocardial fibrosis and normalized hypertrophic and profibrotic gene expression (Green et al., 2016). In a recent phase III clinic trial, treatment of obstructive HCM with mavacamten for 30 weeks improved exercise capability, New York Heart Association functional class, peak oxygen consumption and outflow tract obstruction (Olivotto et al., 2020). A significant reduction in NT-proBNP plasma level after 4 weeks of mavacamten treatment was reported in another clinic trial for non-obstructive HCM, suggesting improvements in myocardial wall stress (Ho et al., 2020). The treatment effect of mavacamten was also shown in hiPSC-CMs carrying HCM-causing mutations in MYH7 and TPM1 genes, including decreased contractility and relaxation time, and reversal of increased cell surface area and BNP expression after 1–4 days of treatment (Wijnker and van der Velden, 2020; Sewanan et al., 2021; Riaz et al., 2022).
We treated ECTs for 5 weeks with mavacamten to provide insights into long-term therapeutic outcomes and to better mimic the treatment regimen used for animal models and patients. We found many HCM phenotypes observed in R403Q ECTs fully or partially reversed with chronic mavacamten treatment, consistent with the findings in the aforementioned studies. Firstly, chronic mavacamten treatment of R403Q ECTs improved the contractile relaxation time and APD90 (Figures 6A, D). Secondly, the upregulation of NPPA and NPPB and downregulation of ADRB2, ATP2A2, RYR2 and CACNA1C in R403Q ECTs were reverted toward WT levels by chronic mavacamten treatment (Figures 7A, B). Notably, some gene expression differences between WT and R403Q ECTs were only observed at the end of the electrical stimulation protocol (week 8) or were not as pronounced at week 2, i.e., pre-stimulation. These findings suggest that the adult-like morphology, contractility, and electrophysiology of week 8 ECTs might be a pre-requisite for modeling certain aspects of the HCM phenotype. Lastly, we found chronic mavacamten treatment partially reversed the reduced sarcomere length and disorganized sarcomere structure observed for R403Q ECTs (Figures 7C, D), consistent with animal models (Green et al., 2016).
In conclusion, we demonstrate the ability to model key hallmarks of HCM using a patient-derived hiPSC-CM cell line and the Biowire platform. We generated ECTs with an adult-like phenotype, which enabled us to recapitulate features of the disease not evident in pre-stimulation ECTs. In addition to changes in morphology, contractility, Ca2+ transients, electrophysiology and gene expression that agree with reports by others from in vitro and patient data, we were able to report on FFR and PRP in the disease state, findings that align with clinical observations. Finally, we were able to conduct an extended (5-week) mavacamten treatment at a fraction of the cost of an animal model with similar results as were obtained from animal models and clinical trials. Taken together, these results demonstrate our ability to model the complex disease of HCM in the Biowire platform and provide evidence for both the translational value of our model and the utility of our HCM model in drug discovery.
Data availability statement
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
Ethics statement
Ethical approval was not required for the studies on humans in accordance with the local legislation and institutional requirements because only commercially available established cell lines were used.
Author contributions
MG conceived and supervised the study. KW designed experiments. KW, RA-S, and AY performed experimental work. KW, BS, and RA-S performed data analyses and prepared the manuscript. NF reviewed and edited the manuscript. All authors contributed to the article and approved the submitted version.
Acknowledgments
The authors thank Steve Sorota, Jay Clare, Nathan Bays, Krista Durney for discussion of the results and comments on the manuscript.
Conflict of interest
KW, BS, RA-S, AY, NF, and MG were employees and stockholders of Valo Health, Inc.
Publisher’s note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fbioe.2023.1227184/full#supplementary-material
Abbreviations
AP, action potential; APD, action potential duration; BNP, B-type natriuretic peptide; CM, cardiomyocyte; ECT, engineered cardiac tissue; FFR, force-frequency relationship; HCM, hypertrophic cardiomyopathy; hiPSC, human induced pluripotent stem cell; PRP, post-rest potentiation; WT, wild-type.
References
Alfares, A. A., Kelly, M. A., McDermott, G., Funke, B. H., Lebo, M. S., Baxter, S. B., et al. (2015). Results of clinical genetic testing of 2,912 probands with hypertrophic cardiomyopathy: expanded panels offer limited additional sensitivity. Genet. Med. 17, 880–888. doi:10.1038/gim.2014.205
Anderson, R. L., Trivedi, D. V., Sarkar, S. S., Henze, M., Ma, W., Gong, H., et al. (2018). Deciphering the super relaxed state of human β-cardiac myosin and the mode of action of mavacamten from myosin molecules to muscle fibers. Proc. Natl. Acad. Sci. U. S. A. 115, E8143-E8152–E8152. doi:10.1073/pnas.1809540115
Barajas-Martínez, H., Hu, D., Goodrow, R. J., Joyce, F., and Antzelevitch, C. (2013). Electrophysiologic characteristics and pharmacologic response of human cardiomyocytes isolated from a patient with hypertrophic cardiomyopathy. Pacing Clin. Electrophysiol. 36, 1512–1515. doi:10.1111/PACE.12227
Burchfield, J. S., Xie, M., and Hill, J. A. (2013). Pathological ventricular remodeling: mechanisms: part 1 of 2. Circulation 128, 388–400. doi:10.1161/circulationaha.113.001878
Chai, A. C., Cui, M., Chemello, F., Li, H., Chen, K., Tan, W., et al. (2023). Base editing correction of hypertrophic cardiomyopathy in human cardiomyocytes and humanized mice. Nat. Med. 29 (29), 401–411. doi:10.1038/s41591-022-02176-5
Coppini, R., Ferrantini, C., Mugelli, A., Poggesi, C., and Cerbai, E. (2018). Altered Ca(2+) and Na(+) homeostasis in human hypertrophic cardiomyopathy: implications for arrhythmogenesis. Front. Physiol. 9, 1391. doi:10.3389/fphys.2018.01391
Coppini, R., Ferrantini, C., Yao, L., Fan, P., Del Lungo, M., Stillitano, F., et al. (2013). Late sodium current inhibition reverses electromechanical dysfunction in human hypertrophic cardiomyopathy. Circulation 127, 575–584. doi:10.1161/circulationaha.112.134932
Cui, H., Schaff, H. V., Lentz Carvalho, J., Nishimura, R. A., Geske, J. B., Dearani, J. A., et al. (2021). Myocardial histopathology in patients with obstructive hypertrophic cardiomyopathy. J. Am. Coll. Cardiol. 77, 2159–2170. doi:10.1016/J.JACC.2021.03.008
Dainis, A., Zaleta-Rivera, K., Ribeiro, A., Chang, A. C. H., Shang, C., Lan, F., et al. (2020). Silencing of MYH7 ameliorates disease phenotypes in human iPSC-cardiomyocytes. Physiol. Genomics 52, 293–303. doi:10.1152/physiolgenomics.00021.2020
Duncker, D. J., Bakkers, J., Brundel, B. J., Robbins, J., Tardiff, J. C., and Carrier, L. (2015). Animal and in silico models for the study of sarcomeric cardiomyopathies. Cardiovasc Res. 105, 439–448. doi:10.1093/cvr/cvv006
Endoh, M. (2004). Force–frequency relationship in intact mammalian ventricular myocardium: physiological and pathophysiological relevance. Eur. J. Pharmacol. 500, 73–86. doi:10.1016/J.EJPHAR.2004.07.013
Eschenhagen, T., and Carrier, L. (2019). Cardiomyopathy phenotypes in human-induced pluripotent stem cell-derived cardiomyocytes-a systematic review. Pflugers Arch. 471, 755–768. doi:10.1007/s00424-018-2214-0
Feric, N. T., Pallotta, I., Singh, R., Bogdanowicz, D. R., Gustilo, M., Chaudhary, K., et al. (2019). Engineered cardiac tissues generated in the BiowireTM II: A platform for human-based drug discovery. Toxicol. Sci. 172, 89–97. doi:10.1093/toxsci/kfz168
Galati, G., Leone, O., Pasquale, F., Olivotto, I., Biagini, E., Grigioni, F., et al. (2016). Histological and histometric characterization of myocardial fibrosis in end-stage hypertrophic cardiomyopathy: A clinical-pathological study of 30 explanted hearts. Circ. Heart Fail 9, e003090. doi:10.1161/circheartfailure.116.003090
Geisterfer-Lowrance, A. A. T., Christe, M., Conner, D. A., Ingwall, J. S., Schoen, F. J., Seidman, C. E., et al. (1996). A mouse model of familial hypertrophic cardiomyopathy. Science 272, 731–734. doi:10.1126/SCIENCE.272.5262.731
Geisterfer-Lowrance, A. A. T., Kass, S., Tanigawa, G., Vosberg, H. P., McKenna, W., Seidman, C. E., et al. (1990). A molecular basis for familial hypertrophic cardiomyopathy: A β cardiac myosin heavy chain gene missense mutation. Cell 62, 999–1006. doi:10.1016/0092-8674(90)90274-I
Gerdes, A. M., Kellerman, S. E., Moore, J. A., Muffly, K. E., Clark, L. C., Reaves, P. Y., et al. (1992). Structural remodeling of cardiac myocytes in patients with ischemic cardiomyopathy. Circulation 86, 426–430. doi:10.1161/01.CIR.86.2.426
Green, E. M., Wakimoto, H., Anderson, R. L., Evanchik, M. J., Gorham, J. M., Harrison, B. C., et al. (2016). A small-molecule inhibitor of sarcomere contractility suppresses hypertrophic cardiomyopathy in mice. Sci. (1979) 351, 617–621. doi:10.1126/science.aad3456
Ho, C. Y., Mealiffe, M. E., Bach, R. G., Bhattacharya, M., Choudhury, L., Edelberg, J. M., et al. (2020). Evaluation of mavacamten in symptomatic patients with nonobstructive hypertrophic cardiomyopathy. J. Am. Coll. Cardiol. 75, 2649–2660. doi:10.1016/j.jacc.2020.03.064
Jiang, J., Wakimoto, H., Seidman, J. G., and Seidman, C. E. (2013). Allele-specific silencing of mutant Myh6 transcripts in mice suppresses hypertrophic cardiomyopathy. Sci. (1979) 342, 111–114. doi:10.1126/science.1236921
Jiang, Y., Park, P., Hong, S. M., and Ban, K. (2018). Maturation of cardiomyocytes derived from human pluripotent stem cells: current strategies and limitations. Mol. Cells 41, 613–621. doi:10.14348/molcells.2018.0143
Knollmann, B. C., Kirchhof, P., Sirenko, S. G., Degen, H., Greene, A. E., Schober, T., et al. (2003). Familial hypertrophic cardiomyopathy-linked mutant troponin T causes stress-induced ventricular tachycardia and Ca2+-dependent action potential remodeling. Circ. Res. 92, 428–436. doi:10.1161/01.Res.0000059562.91384.1a
Lan, F., Lee, A. S., Liang, P., Sanchez-Freire, V., Nguyen, P. K., Wang, L., et al. (2013). Abnormal calcium handling properties underlie familial hypertrophic cardiomyopathy pathology in patient-specific induced pluripotent stem cells. Cell Stem Cell 12, 101–113. doi:10.1016/j.stem.2012.10.010
Liu, C., Oikonomopoulos, A., Sayed, N., and Wu, J. C. (2018). Modeling human diseases with induced pluripotent stem cells: from 2D to 3D and beyond. Development 145, dev156166. doi:10.1242/dev.156166
Lopes, L. R., Rahman, M. S., and Elliott, P. M. (2013). A systematic review and meta-analysis of genotype–phenotype associations in patients with hypertrophic cardiomyopathy caused by sarcomeric protein mutations. Heart 99, 1800–1811. doi:10.1136/HEARTJNL-2013-303939
Lowes, B. D., Minobe, W., Abraham, W. T., Rizeq, M. N., Bohlmeyer, T. J., Quaife, R. A., et al. (1997). Changes in gene expression in the intact human heart. Downregulation of alpha-myosin heavy chain in hypertrophied, failing ventricular myocardium. J. Clin. Invest. 100, 2315–2324. doi:10.1172/JCI119770
Lowey, S., Bretton, V., Joel, P. B., Trybus, K. M., Gulick, J., Robbins, J., et al. (2018). Hypertrophic cardiomyopathy R403Q mutation in rabbit β-myosin reduces contractile function at the molecular and myofibrillar levels. Proc. Natl. Acad. Sci. U. S. A. 115, 11238–11243. doi:10.1073/pnas.1802967115
Lu, K., Seidel, T., Cao-Ehlker, X., Dorn, T., Batcha, A. M. N., Schneider, C. M., et al. (2021). Progressive stretch enhances growth and maturation of 3D stem-cell-derived myocardium. Theranostics 11, 6138–6153. doi:10.7150/THNO.54999
Man, J., Barnett, P., and Christoffels, V. M. (2018). Structure and function of the Nppa–Nppb cluster locus during heart development and disease. Cell. Mol. Life Sci. 75, 1435–1444. doi:10.1007/s00018-017-2737-0
Marian, A. J., and Braunwald, E. (2017). Hypertrophic cardiomyopathy: genetics, pathogenesis, clinical manifestations, diagnosis, and therapy. Circ. Res. 121, 749–770. doi:10.1161/CIRCRESAHA.117.311059
Maron, B. J. (2018). Clinical course and management of hypertrophic cardiomyopathy. N. Engl. J. Med. 379, 655–668. doi:10.1056/nejmra1710575
Maron, B. J., Desai, M. Y., Nishimura, R. A., Spirito, P., Rakowski, H., Towbin, J. A., et al. (2022a). Diagnosis and evaluation of hypertrophic cardiomyopathy. J. Am. Coll. Cardiol. 79, 372–389. doi:10.1016/j.jacc.2021.12.002
Maron, B. J., Desai, M. Y., Nishimura, R. A., Spirito, P., Rakowski, H., Towbin, J. A., et al. (2022b). Management of hypertrophic cardiomyopathy: JACC state-of-the-art review. J. Am. Coll. Cardiol. 79, 390–414. doi:10.1016/J.JACC.2021.11.021
McNamara, J. W., Li, A., Smith, N. J., Lal, S., Graham, R. M., Kooiker, K. B., et al. (2016). Ablation of cardiac myosin binding protein-C disrupts the super-relaxed state of myosin in murine cardiomyocytes. J. Mol. Cell Cardiol. 94, 65–71. doi:10.1016/J.YJMCC.2016.03.009
Messer, A. E., Bayliss, C. R., El-Mezgueldi, M., Redwood, C. S., Ward, D. G., Leung, M. C., et al. (2016). Mutations in troponin T associated with Hypertrophic Cardiomyopathy increase Ca2+-sensitivity and suppress the modulation of Ca2+-sensitivity by troponin I phosphorylation. Arch. Biochem. Biophys. 601, 113–120. doi:10.1016/J.ABB.2016.03.027
Mollova, M., Bersell, K., Walsh, S., Savla, J., Das, L. T., Park, S. Y., et al. (2013). Cardiomyocyte proliferation contributes to heart growth in young humans. Proc. Natl. Acad. Sci. U. S. A. 110, 1446–1451. doi:10.1073/pnas.1214608110
Mosqueira, D., Mannhardt, I., Bhagwan, J. R., Lis-Slimak, K., Katili, P., Scott, E., et al. (2018). CRISPR/Cas9 editing in human pluripotent stem cell-cardiomyocytes highlights arrhythmias, hypocontractility, and energy depletion as potential therapeutic targets for hypertrophic cardiomyopathy. Eur. Heart J. 39, 3879–3892. doi:10.1093/EURHEARTJ/EHY249
Mosqueira, D., Smith, J. G. W., Bhagwan, J. R., and Denning, C. (2019). Modeling hypertrophic cardiomyopathy: mechanistic insights and pharmacological intervention. Trends Mol. Med. 25, 775–790. doi:10.1016/J.MOLMED.2019.06.005
Nagueh, S. F., Chen, S., Patel, R., Tsybouleva, N., Lutucuta, S., Kopelen, H. A., et al. (2004). Evolution of expression of cardiac phenotypes over a 4-year period in the $beta;-myosin heavy chain-Q403 transgenic rabbit model of human hypertrophic cardiomyopathy. J. Mol. Cell Cardiol. 36, 663–673. doi:10.1016/j.yjmcc.2004.02.010
Nunes, S. S., Miklas, J. W., Liu, J., Aschar-Sobbi, R., Xiao, Y., Zhang, B., et al. (2013). Biowire: a platform for maturation of human pluripotent stem cell–derived cardiomyocytes. Nat. Methods 2013 10 (10), 781–787. doi:10.1038/nmeth.2524
Olivotto, I., Oreziak, A., Barriales-Villa, R., Abraham, T. P., Masri, A., Garcia-Pavia, P., et al. (2020). Mavacamten for treatment of symptomatic obstructive hypertrophic cardiomyopathy (EXPLORER-HCM): a randomised, double-blind, placebo-controlled, phase 3 trial. Lancet 396, 759–769. doi:10.1016/S0140-6736(20)31792-X
Protze, S. I., Lee, J. H., and Keller, G. M. (2019). Human pluripotent stem cell-derived cardiovascular cells: from developmental biology to therapeutic applications. Cell Stem Cell 25, 311–327. doi:10.1016/j.stem.2019.07.010
Ramachandra, C. J. A., Chua, J., Cong, S., Kp, M. M. J., Shim, W., Wu, J. C., et al. (2021). Human-induced pluripotent stem cells for modelling metabolic perturbations and impaired bioenergetics underlying cardiomyopathies. Cardiovasc Res. 117, 694–711. doi:10.1093/cvr/cvaa125
Riaz, M., Park, J., Sewanan, L. R., Ren, Y., Schwan, J., Das, S. K., et al. (2022). Muscle LIM protein force-sensing mediates sarcomeric biomechanical signaling in human familial hypertrophic cardiomyopathy. Circulation 145, 1238–1253. doi:10.1161/CIRCULATIONAHA.121.056265
Ronaldson-Bouchard, K., Ma, S. P., Yeager, K., Chen, T., Song, L. J., Sirabella, D., et al. (2018). Advanced maturation of human cardiac tissue grown from pluripotent stem cells. Nature 556 (556), 239–243. doi:10.1038/s41586-018-0016-3
Rowe, R. G., and Daley, G. Q. (2019). Induced pluripotent stem cells in disease modelling and drug discovery. Nat. Rev. Genet. 20, 377–388. doi:10.1038/s41576-019-0100-z
Santini, L., Coppini, R., and Cerbai, E. (2021). Ion Channel impairment and myofilament Ca2+ sensitization: two parallel mechanisms Underlying arrhythmogenesis in hypertrophic cardiomyopathy. Cells 2021 10, 2789. doi:10.3390/CELLS10102789
Sarkar, S. S., Trivedi, D. V., Morck, M. M., Adhikari, A. S., Pasha, S. N., Ruppel, K. M., et al. (2020). The hypertrophic cardiomyopathy mutations R403Q and R663H increase the number of myosin heads available to interact with actin. Sci. Adv. 6, eaax0069. doi:10.1126/sciadv.aax0069
Seferian, K. R., Tamm, N. N., Semenov, A. G., Mukharyamova, K. S., Tolstaya, A. A., Koshkina, E. V., et al. (2007). The brain natriuretic peptide (BNP) precursor is the major immunoreactive form of BNP in patients with heart failure. Clin. Chem. 53, 866–873. doi:10.1373/CLINCHEM.2006.076141
Semsarian, C., Ingles, J., Maron, M. S., and Maron, B. J. (2015). New perspectives on the prevalence of hypertrophic cardiomyopathy. J. Am. Coll. Cardiol. 65, 1249–1254. doi:10.1016/J.JACC.2015.01.019
Sewanan, L. R., Campbell, S. G., Petersen, O., Van Der Velden, J., Sewanan, L. R., and Campbell, S. G. (2020). Modelling sarcomeric cardiomyopathies with human cardiomyocytes derived from induced pluripotent stem cells. J. Physiol. 598, 2909–2922. doi:10.1113/JP276753
Sewanan, L. R., Park, J., Rynkiewicz, M. J., Racca, A. W., Papoutsidakis, N., Schwan, J., et al. (2021). Loss of crossbridge inhibition drives pathological cardiac hypertrophy in patients harboring the tpm1 e192k mutation. J. General Physiology 153, e202012640. doi:10.1085/jgp.202012640
Smith, J. G. W., Owen, T., Bhagwan, J. R., Mosqueira, D., Scott, E., Mannhardt, I., et al. (2018). Isogenic pairs of hiPSC-CMs with hypertrophic cardiomyopathy/LVNC-Associated ACTC1 E99K mutation unveil differential functional deficits. Stem Cell Rep. 11, 1226–1243. doi:10.1016/j.stemcr.2018.10.006
Stöhr, A., Friedrich, F. W., Flenner, F., Geertz, B., Eder, A., Schaaf, S., et al. (2013). Contractile abnormalities and altered drug response in engineered heart tissue from Mybpc3-targeted knock-in mice. J. Mol. Cell Cardiol. 63, 189–198. doi:10.1016/j.yjmcc.2013.07.011
Tracy, R. E., and Sander, G. E. (2011). Histologically measured cardiomyocyte hypertrophy correlates with body height as strongly as with body mass index. Cardiol. Res. Pract. 2011 2011, 1–9. doi:10.4061/2011/658958
Tyska, M. J., Hayes, E., Giewat, M., Seidman, C. E., Seidman, J. G., and Warshaw, D. M. (2000). Single-molecule mechanics of R403Q cardiac myosin isolated from the mouse model of familial hypertrophic cardiomyopathy. Circ. Res. 86, 737–744. doi:10.1161/01.RES.86.7.737
Vakrou, S., Liu, Y., Zhu, L., Greenland, G. V., Simsek, B., Hebl, V. B., et al. (2021). Differences in molecular phenotype in mouse and human hypertrophic cardiomyopathy. Sci. Rep. 2021 11, 13163. 1–19. doi:10.1038/s41598-021-89451-6
Varnava, A. M., Elliott, P. M., Mahon, N., Davies, M. J., and McKenna, W. J. (2001). Relation between myocyte disarray and outcome in hypertrophic cardiomyopathy. Am. J. Cardiol. 88, 275–279. doi:10.1016/S0002-9149(01)01640-X
Veerman, C. C., Kosmidis, G., Mummery, C. L., Casini, S., Verkerk, A. O., and Bellin, M. (2015). Immaturity of human stem-cell-derived cardiomyocytes in culture: fatal flaw or soluble problem? Stem Cells Dev. 24, 1035–1052. doi:10.1089/scd.2014.0533
Vučković, S., Dinani, R., Nollet, E. E., Kuster, D. W. D., Buikema, J. W., Houtkooper, R. H., et al. (2022). Characterization of cardiac metabolism in iPSC-derived cardiomyocytes: lessons from maturation and disease modeling. Stem Cell Res. Ther. 13, 1–19. doi:10.1186/s13287-022-03021-9
Wang, L., Kim, K., Parikh, S., Cadar, A. G., Bersell, K. R., He, H., et al. (2018). Hypertrophic cardiomyopathy-linked mutation in troponin T causes myofibrillar disarray and pro-arrhythmic action potential changes in human iPSC cardiomyocytes. J. Mol. Cell Cardiol. 114, 320–327. doi:10.1016/j.yjmcc.2017.12.002
Wijnker, P. J. M., and van der Velden, J. (2020). Mutation-specific pathology and treatment of hypertrophic cardiomyopathy in patients, mouse models and human engineered heart tissue. Biochimica Biophysica Acta (BBA) - Mol. Basis Dis. 1866, 165774. doi:10.1016/J.BBADIS.2020.165774
Zhao, B., Zhang, K., Chen, C. S., and Lejeune, E. (2021). Sarc-graph: automated segmentation, tracking, and analysis of sarcomeres in hiPSC-derived cardiomyocytes. PLoS Comput. Biol. 17, e1009443. doi:10.1371/JOURNAL.PCBI.1009443
Keywords: hypertrophic cardiomyopathy, human induced pluripotent stem cells derived cardiomyocyte, engineered cardiac tissue, disease model, mavacamten
Citation: Wang K, Schriver BJ, Aschar-Sobbi R, Yi AY, Feric NT and Graziano MP (2023) Human engineered cardiac tissue model of hypertrophic cardiomyopathy recapitulates key hallmarks of the disease and the effect of chronic mavacamten treatment. Front. Bioeng. Biotechnol. 11:1227184. doi: 10.3389/fbioe.2023.1227184
Received: 22 May 2023; Accepted: 28 August 2023;
Published: 08 September 2023.
Edited by:
Nuno Araújo-Gomes, University of Twente, NetherlandsReviewed by:
Huaxiao Adam Yang, University of North Texas, United StatesMari Pekkanen-Mattila, Tampere University, Finland
Copyright © 2023 Wang, Schriver, Aschar-Sobbi, Yi, Feric and Graziano. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Kai Wang, a3dhbmdAdmFsb2hlYWx0aC5jb20=