Summary
Arrhythmogenic cardiomyopathy (ACM) is an inherited cardiac disorder that causes life-threatening arrhythmias and myocardial dysfunction. Pathogenic variants in Plakophilin-2 (PKP2), a desmosome component within specialized cardiac cell junctions, cause the majority of ACM cases. However, the molecular mechanisms by which PKP2 variants induce disease phenotypes remain unclear. Here we built bioengineered platforms using genetically modified human induced pluripotent stem cell-derived cardiomyocytes to model the early spatiotemporal process of cardiomyocyte junction assembly in vitro. Heterozygosity for truncating variant PKP2R413X reduced Wnt/β-catenin signaling, impaired myofibrillogenesis, delayed mechanical coupling, and reduced calcium wave velocity in engineered tissues. These abnormalities were ameliorated by SB216763, which activated Wnt/β-catenin signaling, improved cytoskeletal organization, restored cell junction integrity in cell pairs, and improved calcium wave velocity in engineered tissues. Together, these findings highlight the therapeutic potential of modulating Wnt/β-catenin signaling in a human model of ACM.
Keywords: arrhythmogenic cardiomyopathy, human induced pluripotent stem cells, cardiac tissue engineering, disease modeling, cell pairs
Graphical abstract
Highlights
-
•
Characterized the spatiotemporal assembly of cell junctions in hiPSC-CM cell pairs
-
•
ACM pathogenic variant compromised cytoskeletal and cell junction self-assembly
-
•
ACM pathogenic variant reduced calcium wave velocity in engineered cardiac tissues
-
•
Wnt/β-catenin activation by SB216763 restored these in vitro ACM phenotypes
Pu et al. investigate the effect of a pathogenic arrhythmic cardiomyopathy variant on cell-cell junction structure and function. Using bioengineered tissues assembled from human induced pluripotent stem cell-derived cardiomyocytes, the team showed that the variant impaired cell-cell junction formation and slowed cardiac impulse propagation.
Introduction
The cardiac intercalated disc is a specialized cell junction that mechanically and electrically couples cardiomyocytes. This coupling is enabled by the area composita, a hybrid adhesion and signaling complex, that includes adherens junctions, desmosomes, and gap junctions. Deleterious variants in desmosome genes cause arrhythmogenic cardiomyopathy (ACM), an inherited cardiomyopathy characterized by ventricular arrhythmias and progressive fibrofatty replacement of the myocardium, ultimately leading to heart failure (Austin et al., 2019). ACM affects an estimated 1 in 5,000 people, and more than one-half of ACM patients harbor genetic variants in plakophilin-2 (PKP2), a desmosome gene (Corrado et al., 2017; Gerull et al., 2004). Patient samples and animal models have shown that pathogenic PKP2 variants induce misexpression and mislocalization of other area composita proteins, including plakoglobin and connexin-43 (CX43; official symbol GJA1), components of desmosome and gap junctions, respectively. This failure to properly assemble cell junctions is hypothesized to compromise the structural and electrical connectivity across cardiomyocytes and its functions in intracellular signaling, culminating in heart failure (Bhonsale et al., 2015; Cerrone et al., 2017; Cruz et al., 2015; Kirchner et al., 2012; Mazzanti et al., 2016; Oxford et al., 2007; Sato et al., 2009). Unfortunately, treatments for ACM are lacking, in part because of an incomplete understanding of the molecular events linking PKP2 pathogenic variants to the dynamics of cell junction remodeling, arrhythmogenesis, and myocardial fibrofatty replacement.
At the molecular and cellular levels, mislocalization of plakoglobin is hypothesized to suppress Wnt/β-catenin signaling (Austin et al., 2019; Chelko et al., 2016; Garcia-Gras et al., 2006; Zhurinsky et al., 2000), an evolutionarily conserved pathway that regulates cardiomyocyte gene expression (Gessert and Kühl, 2010; Komiya and Habas, 2008). Previous studies have shown that SB216763, a small molecule that activates Wnt/β-catenin signaling by inhibiting glycogen synthase kinase 3 (GSK-3), restored cell junction integrity, and improved cardiac conduction and ejection fraction in mouse, rat, and zebrafish ACM models (Asimaki et al., 2014; Chelko et al., 2016; Padrón-Barthe et al., 2019). However, the cellular and junctional remodeling processes that occur with Wnt modulation have been difficult to track. Most ACM models including patient samples and animal models represent late-stage disease phenotypes resulting from extended periods of pathological remodeling with innate compensatory mechanisms. To facilitate dissection of the pathogenic role of ACM-causing variants and pathways within human cardiomyocytes, recent studies (Bliley et al., 2021; Inoue et al., 2022; Khudiakov et al., 2020; Kim et al., 2013; Zhang et al., 2021) have largely focused on using cardiomyocytes differentiated from human induced pluripotent stem cells (hiPSC-CMs).
hiPSC-CMs can recapitulate disease phenotypes (Thomas et al., 2022) and have been used to demonstrate aberrant metabolism, intracellular lipid accumulation, sarcomere assembly, calcium handling, contractility, and electrophysiology in ACM hiPSC-CMs (Austin et al., 2019; Bliley et al., 2021; Inoue et al., 2022; Khudiakov et al., 2020; Kim et al., 2013; Zhang et al., 2021). In this study, we developed a hiPSC-CM cell pair model to study the assembly of cell-cell junctions and their perturbation by a pathogenic PKP2 nonsense variant, PKP2 c.1237C>T, p.R413X. We found that PKP2R413X/+ cells exhibited reduced Wnt/β-catenin signaling and altered cytoskeletal organization, which impaired the formation of cell-cell junctions. Stimulation of Wnt/β-catenin by SB216763 reversed the maladaptive structural and functional phenotypes, suggesting that Wnt/β-catenin signaling regulates cell junction dynamics via the cytoskeleton.
Results
Optimized cell pair platform to study hiPSC-CM cell-cell junction formation
The predominance of pathogenic sequence variants in desmosome genes implicates cell-cell junctions in ACM pathogenesis. The minimal cardiac functional unit that forms cell-cell junctions is a cell pair. To study the effect of ACM pathogenic variants on cell-cell junction formation, we optimized our previously described cell pair platform (Aratyn-Schaus et al., 2016; McCain et al., 2012a, 2012b). We micro-contact printed rectangular islands of extracellular matrix (ECM) proteins with a 14:1 length-to-width ratio, which models the dimensions of two human adult cardiomyocytes (average aspect ratio 7:1) connected end to end (Figure S1A). Guided by the area of unpatterned hiPSC-CMs (1,600 ± 101 μm2, mean ± SEM, Figures S1B and S1C), we used an ECM island area of 3,200 μm2 for cell pairs (Figure S1D). Initial experiments using substrates optimized for rat cardiomyocyte cell pairs (Aratyn-Schaus et al., 2016; McCain et al., 2012a, 2012b) resulted in low cell coverage. An ECM protein mixture of fibronectin and GelTrex (FN/GT) on soft polydimethylsiloxane (PDMS) substrates improved the consistency and adhesion of hiPSC-CMs by 73% compared with patterned substrates containing only fibronectin (Figures S1E–S1G). These optimizations achieved 64% cell coverage on the printed substrates (Figures S1F and S1G). Together, these data suggest that hiPSC-CMs require a more biomimetic ECM protein mixture to promote cell attachment and survival on engineered substrates in vitro in comparison with rat cardiomyocytes.
Next, we examined the formation of cell junctions by hiPSC-CMs in our cell pair platform. hiPSC-CMs were allowed to mature in monolayer culture to post-differentiation day 30 and then replated on FN/GT patterned soft PDMS substrates. Formation of cell-cell junctions was then monitored over the subsequent 9 days (Figure S2A). We focused on N-cadherin, plakoglobin, PKP2, and CX43, components of the intercalated disc (Manring et al., 2018), and used immunostaining to monitor their distribution and localization during cell junction assembly. Consistently across cell pairs, N-cadherin, plakoglobin, and PKP2 staining localized at the cell-cell junction (Figures 1A–1I) by day 6, suggesting development of adhesive junctions comprising cadherins and desmosomes that mediate mechanical coupling. CX43 immunofluorescence localization at the cell-cell junction was observed at day 9 (Figures 1J–1L), suggesting that gap junction-mediated electrical coupling between cell pairs is established after mechanical coupling.
To summarize the immunostaining results across cell pairs and experimental batches, we took advantage of the reproducible shape and size of cell pairs to generate representative overlaid heatmaps of protein expression at each timepoint. For example, the superimposed immunofluorescence heatmaps showed that N-cadherin (Figure 1B), plakoglobin (Figure 1E), and PKP2 (Figure 1H) staining transition from a diffuse cytoplasmic distribution toward a distinct junctional localization over 6 days in culture. A few days later, CX43 staining consistently localized at cell-cell junctions (Figure 1K). Corresponding quantified values for the center (μ) and width/spread (σ) of each protein distribution (Figures S2B and S2C) further confirmed gradual localization of these junctional proteins to the cell-cell junction (Figures 1C, 1F, 1I, and 1L) over 9 days on the cell pair substrates in vitro.
The cytoskeletal network is another critical structure that forms via myofibrillogenesis during the early stages of cardiomyocyte development. Two cytoskeletal proteins, filamentous actin (F-actin) and sarcomere Z-disc protein α-actinin, align along the long and short axes, respectively, as cardiomyocytes develop and mature in vitro, and thus indicate the cell’s structural health or maturity. We quantified cell pair cytoskeletal and sarcomeric organization using the orientational order parameter (OOP) and Z-disc presence (Figures S2D–S2F), previously established metrics (Pasqualini et al., 2015; Sheehy et al., 2014; Wang et al., 2014). OOP describes the overall orientation of fibrillar structures based on their distribution, with 0 and 1 representing isotropic and anisotropic alignment, respectively, and Z-disc presence representing the overall fraction of Z-discs oriented in the cardiomyocyte short axis (Figure S2F). Since we standardized the cellular microenvironment, these metrics were similar across differentiation batches with variable plating efficiencies (Figures S2G and S2H).
Compared with unpatterned hiPSC-CMs on FN/GT-coated PDMS, patterned cell pairs exhibited greater F-actin and sarcomeric OOP (Figures S3A and S3B). Cytoskeletal organization was also well established by day 1, with only slight increases up to day 9. Sarcomeric α-actinin organization developed more slowly, reaching its maximal value at day 6. Since nuclear morphology reflects cytoskeletal tension (Bray et al., 2010; Lee et al., 2015), we quantified the nuclear aspect ratio to further assess cytoskeletal stresses. Compared with unpatterned hiPSC-CMs, cell pair hiPSC-CMs exhibited elongated nuclei (higher aspect ratio), with greater alignment between nuclear and cellular long axes (Figures S3C and S3D). Together, these results suggest that shape-controlled culture of hiPSC-CMs induced and standardized cytoskeletal and cell-cell junction formation.
Impaired assembly of cell-cell junctions in ACM hiPSC-CM cell pairs
Truncating and missense variants in PKP2 are the most frequent cause of ACM (Gerull et al., 2004). The consequences of PKP2 pathogenic variants on spatiotemporal assembly of cell-cell junctions have yet to be shown in human cardiomyocytes or hiPSC-CMs. To address this question, we used the cell pair platform to compare cell-cell junction assembly in PKP2 mutant and isogenic control hiPSC-CMs. Using CRISPR-Cas9-mediated genome editing (Wang et al., 2017), we created two iPSC lines (clones C93 and C98) heterozygous for PKP2R413X, an established pathogenic truncating variant (Figures S4A, S4B, and Table S1) (Syrris et al., 2006). Sanger sequencing did not show off-target mutagenesis at the three top predicted potentials, and digital karyotyping using Nanostring technology did not detect significant copy number variations compared with the parental line (Figures S4C and S4D). Genome-edited and control iPSCs expressed pluripotency markers (Figure S4E), and both genotypes exhibited comparable hiPSC-CM differentiation efficiencies (Figure S4F). Here these PKP2R413X/+ iPSCs are referred to as ACM; ACM-C98 was used for the main experiments, and key results were validated using ACM-C93 as indicated.
ACM hiPSC-CMs cell pairs exhibited defective cell-cell junction assembly compared with isogenic controls. Isogenic control hiPSC-CM cell pairs consistently localized N-cadherin, plakoglobin, and PKP2 to cell-cell junctions by day 6, and CX43 by day 9 (Figure 1). In contrast, ACM cell pairs showed diffuse cytoplasmic distribution of N-cadherin until day 9 (Figures 2A and 2B), indicating delayed formation of adherens junctions. Furthermore, ACM cell pairs failed to properly localize plakoglobin, PKP2, and CX43 to cell-cell junctions during the 9-day culture period (Figures 2C–2H), indicating failure of desmosome and gap junction assembly. Plakoglobin stained diffusely throughout the cytoplasm, and PKP2 and CX43 showed aberrant peri-nuclear immunoreactivity. Quantitative analysis of protein localization over 9 days confirmed abnormal localization of plakoglobin (days 6 and 9), PKP2 (days 3, 6, and 9), and CX43 (days 6 and 9) (Figures 2D, 2F, and 2H).
We then investigated the cytoskeletal organization in ACM cell pairs. Compared with isogenic controls, ACM cell pairs exhibited reduced F-actin organization and sarcomeric α-actinin formation (Figure 3). Quantitative analysis confirmed reduced F-actin alignment during the early cell pair assembly (days 1 and 3; Figure 3E) and subsequently reduced sarcomere organization (Z-disc presence at days 3, 6, and 9) (Figures 3F and 3G). Increased sarcomere organization in wild-type (WT) cell pairs on days 6 and 9 was associated with enhanced formation of cell-cell junctions, as indicated by junctional localization of intercalated disc proteins in WT compared with ACM cell pairs (Figure 2).
SB216763 induces myofibrillogenesis and restores junctional integrity in ACM hiPSC-CM cell pairs
Reduced Wnt/β-catenin signaling is hypothesized to contribute to ACM pathogenesis (Austin et al., 2019; Garcia-Gras et al., 2006). SB216763, a small molecule GSK-3 inhibitor and Wnt activator, restores junctional protein localization and normalizes electrical activity in animal and human cell models of ACM (Asimaki et al., 2014; Chelko et al., 2016). Here we asked if modulating the Wnt/β-catenin pathway via SB216763 would restore cytoskeletal organization and cell junction integrity in the hiPSC-CM cell pair model of ACM (Figures 4 and 5).
The effect of SB216763 on ACM and control cell pairs is shown in representative images and corresponding quantitative analysis at day 6 (Figures 4A–4F) and day 9 (Figures 4G–4L). At both time points, ACM + vehicle (veh) had fewer vertically oriented α-actinin fibrils (Z-disc presence) than WT + veh, and this deficiency was rescued by SB216763 (Figure 4). While SB216763 enhanced cytoskeletal organization of ACM cell pairs, it had the opposite effect in WT cell pairs: WT + SB216763 (SB) cell pairs had significantly lower actin alignment (F-actin OOP) compared with WT + veh cell pairs (Figures 4E and 4K).
Next, we examined the effects of SB on cell-cell junction formation. N-cadherin localization to cell-cell junctions in ACM cell pairs was not significantly affected by SB. Both ACM + veh and ACM + SB exhibited delayed N-cadherin junctional localization with cytoplasmic distribution on day 6 (Figures S5A and S5B) and junctional localization by day 9 (Figures 5A–5C). In contrast, SB treatment made plakoglobin in ACM comparable with WT by day 9 (Figures 5D and 5E). However, plakoglobin localization remained abnormal on day 6 (Figures S5C and S5D), suggesting partial rescue with continued abnormalities in desmosome assembly kinetics. PKP2 localization was also not affected by SB. Both ACM + veh and ACM + SB exhibited mislocalization of PKP2 on days 6 and 9 (Figures S5E, S5F, and 5G–5I). On day 9, CX43 exhibited junctional localization in WT + veh, whereas it was primarily perinuclear in ACM + veh cell pairs. After SB treatment, CX43 localization in ACM + SB became comparable with WT + veh. (Figures 5J–5L). We further validated the effects of SB on PKP2 mutant cell-cell junctions by repeating the experiments on a second independent ACM clone, ACM-C93. Baseline defects and responses to SB were comparable between clones (Figure S6). Together these data indicate that SB ameliorates junctional complex assembly defects observed in ACM hiPSC-CM cell pairs.
Whereas SB ameliorated abnormal junctional protein localization in ACM cell pairs, it disrupted junctional localization in WT hiPSC-CM cell pairs. WT + SB showed reduced junctional localization of N-cadherin first on day 6 (Figures S5A and S5B). By day 9, N-cadherin, plakoglobin, and CX43 became mislocalized to the peri-nuclear region, indicated by lower values for centers and reduced distribution widths (Figures 5C, 5F, and 5L). Together with its effect on F-actin alignment (Figure 4), these data indicate that SB impaired WT cell pair cytoskeletal and junctional assembly.
To gain further insight into the molecular mechanisms underlying the observed structural changes, we used subcellular fractionation and capillary western blotting to quantify changes in protein levels or localization. Because of the amount of protein needed for these studies, monolayer cultures were used. The PKP2 protein level was significantly reduced in ACM hiPSC-CMs (Figure 6A), indicating that the R413X allele impairs protein expression. If translated, PKP2R413X would produce a 45-kDa peptide. We did not observe a truncated PKP2 protein (Figures 6A and 6B), suggesting that the PKP2R413X protein is not synthesized or is unstable. Quantification of PKP2 mRNA demonstrated reduced transcript levels in PKP2R413X/+ cells, suggesting the mutant allele undergoes nonsense-mediated RNA decay. Together, these data suggest that phenotypic defects in PKP2R413X/+ hiPSC-CMs are caused by a haploinsufficiency of PKP2. SB did not alter PKP2 transcript or protein levels, indicating that it affects downstream processes rather than expression of the mutant allele.
Next, we examined the level of junctional proteins (Figures 6C–6F). N-cadherin expression in either cytosolic or membrane fractions was not significantly altered by PKP2 genotype or SB treatment (Figures 6D and 6F left). In veh-treated cells, plakoglobin was significantly decreased in the membrane fraction and increased in the cytosolic fraction of ACM compared with WT (Figures 6D and 6F middle), consistent with impaired desmosome assembly and plakoglobin membrane localization. SB did not increase plakoglobin in the membrane fraction in ACM monolayers. This result contrasts with improved junctional plakoglobin localization observed in ACM cell pairs by immunostaining (Figure 5F), perhaps reflecting differences in cell junction assembly in cell pairs and monolayers. CX43 was significantly elevated in the cytosolic fraction of ACM cells (Figure 6D right), suggesting impaired trafficking or membrane localization. Correspondingly, CX43 levels were lower in the ACM membrane fraction (Figure 6F right), although this difference was not statistically significant because of within-group variation. While SB improved CX43 localization at the junction of ACM cell pairs, we did not detect a significant effect on membrane or cytosolic fractions of monolayers, again suggesting differences in cell junction assembly between cell pairs and monolayers.
SB enhances canonical Wnt signaling by stabilizing cytoplasmic or nuclear β-catenin, the effector of Wnt signaling (Zhurinsky et al., 2000). Nuclear β-catenin was significantly decreased in ACM hiPSC-CMs compared with isogenic controls, consistent with reduced canonical Wnt signaling (Figures 6G and 6H). Cytoplasmic β-catenin was elevated in ACM hiPSC-CMs compared with WT, suggesting impaired nuclear localization. SB treatment of ACM hiPSC-CMs significantly reduced cytosolic and significantly increased nuclear β-catenin, confirming activation and normalization of Wnt/β-catenin signaling. Increased nuclear β-catenin was also observed in WT hiPSC-CMs. Consistent with prior studies (Asimaki et al., 2014; Chelko et al., 2016), these data indicate that SB increases canonical Wnt signaling in ACM hiPSC-CMs, which likely contributes to improved cell-cell junction assembly in ACM cell pairs. We also note increased canonical Wnt signaling in WT hiPSC-CMs, which may impair their maturation and cell-cell junction assembly.
SB rescued calcium wave velocity in ACM hiPSC-CM tissues
A hallmark of ACM, particularly in its early concealed phase, is arrhythmia out of proportion to clinically apparent structural remodeling (Austin et al., 2019). To model arrhythmogenesis in ACM, we engineered tissues using isogenic WT and ACM hiPSC-CMs to quantify changes to cardiac propagation in vitro. We engineered biomimetic tissues with micro-molded ridges to promote hiPSC-CM alignment (Lee et al., 2022). An elongated, narrow neck in the tissues (Figures 7A and 7B) was designed to establish a favorable electrical source-sink relationship and enhance Ca2+ wave propagation into the neck. ACM or isogenic WT control hiPSC-CMs seeded on these substrates were grown to confluence for 6 to 9 days to allow for cell junction formation (Figure S7). We electrically paced the tissues by point stimulation at the larger base and recorded Ca2+ wave propagations through the neck using a Ca2+-sensitive fluorescent dye, X-Rhod-1. Ca2+ wave velocities of WT hiPSC-CM tissues averaged 15.4 ± 3.0 cm/s at day 6 and 21.4 ± 5.6 cm/s at day 9 (Figures 7C and 7D; Movie S1). These velocities are substantially higher than similar monolayer tissues without geometric constraints (Park et al., 2019) and comparable with velocities recorded from three-dimensional engineered heart tissue (Chang et al., 2022; Zhang and Pu, 2018). In comparison, ACM tissues exhibited significantly slower average Ca2+ wave propagation velocities at both day 6 (7 ± 2.9 cm/s) and day 9 (10.7 ± 3.3 cm/s) (Figure 7D; Movie S1).
We investigated the effect of SB on Ca2+ wave propagation in control and ACM tissues. SB did not significantly affect the propagation velocity of control tissues at either day 6 or 9 (Figure 7D). In contrast, SB dramatically increased Ca2+ wave velocities of ACM tissues at day 9 to 18.1 ± 4.8 cm/s, a velocity comparable with controls (Figure 7D). This increase in propagation velocity of ACM tissues was not observed on day 6, consistent with our observations in cell pairs that SB significantly changed cell junction localization on day 9, but not day 6.
We analyzed the effects of SB on cell junction protein localization in engineered tissues. Immunostaining with cell junction markers demonstrated that SB improved plakoglobin and CX43 localization in ACM tissues from a diffuse cytoplasmic distribution toward a more distinct localization around cell borders (Figures S7D and S7F), suggesting that it has similar effects on cell junction protein localization in ACM tissues and cell pairs. Together, these results indicate that SB remodeled cell-cell junctions of ACM hiPSC-CMs and markedly improved Ca2+ propagation velocity of ACM tissues.
Discussion
In this study, we evaluated the effects of an established ACM pathogenic variant (PKP2R413X/+) on cell-cell junctions in engineered cardiac tissues. PKP2R413X/+ cells expressed decreased PKP2 protein, which impaired sarcomere and cytoskeletal assembly, consistent with prior studies (Inoue et al., 2022; Zhang et al., 2021). Our findings further suggest that PKP2R413X/+ impairs formation of cell-cell junctions in human iPSC-CM models and that these changes are mitigated by SB’s activation of Wnt/β-catenin signaling.
We leveraged the accessibility of hiPSC-CMs to monitor the spatiotemporal assembly of human cardiomyocyte junctions and their derangement by a pathogenic ACM variant. Cells organize their cytoskeletal architecture in response to geometric cues in the ECM (Grosberg et al., 2011). As the cellular architecture develops and cell-cell interactions dominate cell-ECM interactions (McCain et al., 2012a), the directionality of stresses within the cell changes, affecting nuclear morphologies (Bray et al., 2010; Lee et al., 2015). Cytoskeletal alignment also mediates the formation and localization of adherens junctions between cells, thus regulating desmosome and gap junction localization (Peters et al., 1994; Saffitz and Kléber, 2004; Vite and Radice, 2014). In healthy hiPSC-CM cell pairs, ECM-induced actin alignment occurred within 24 h, nuclear elongation, and adherens junction (N-cadherin) localization at cell junctions by day 6, and gap junction (CX43) localization by day 9. These processes were all disrupted in PKP2R413X/+ hiPSC-CMs, starting with delayed actin alignment, then reduced sarcomere and cell junction formation, and ultimately mislocalization of plakoglobin and CX43. The alterations to junctions observed at day 9 in ACM cell pairs, characterized by reduced plakoglobin and CX43 along with preserved N-cadherin, mirror steady-state observations in human ACM hearts (Asimaki et al., 2009; Austin et al., 2019).
ACM sequence variants have been associated with reduced Wnt/β-catenin signaling (Garcia-Gras et al., 2006; Zhurinsky et al., 2000). Therapeutic intervention through increased Wnt/β-catenin signaling, via inhibition of GSK-3, ameliorated ACM phenotypes in zebrafish, rat cultured cardiomyocyte, and mouse models (Asimaki et al., 2014; Chelko et al., 2016). Likewise, we observed reduced Wnt/β-catenin signaling in PKP2R413X/+ mutant human iPSC-CMs, and this was ameliorated with SB treatment. Specifically, SB induced myofibrillogenesis, restored mechanical and electrical coupling in PKP2 mutant cell pairs, and improved Ca2+ wave velocity in PKP2 mutant tissues. Our findings suggest that aberrant myofibrillogenesis and reduced Wnt/β-catenin signaling contribute to maladaptive cell junction formation and abnormalities in excitation-contraction coupling.
Arrhythmias in ACM are likely influenced by multiple factors, including cell death, fibrofatty myocardial replacement (Austin et al., 2019), aberrant intracellular Ca2+ homeostasis (Cerrone et al., 2017), and altered cardiac sodium currents (Khudiakov et al., 2020; Sato et al., 2009). Our data demonstrate that ACM strongly reduces Ca2+ wave propagation, which would increase myocardial vulnerability to re-entrant arrhythmias. Reduced Ca2+ wave propagation was likely caused by impaired formation of cell-cell junctions and mis-localization of CX43. Previous studies have directly correlated CX43 immunofluorescence to cell-to-cell conductance across cardiomyocytes (McCain et al., 2012b). Treating PKP2R413X/+ hiPSC-CMs with SB improved CX43 localization and restored Ca2+ wave velocities in PKP2R413X/+ tissues, changes that would be anticipated to reduce the myocardial substrate’s vulnerability to arrhythmia.
In contrast, we observed that GSK-3 inhibition and hyperactivation of Wnt/β-catenin via SB impaired the structural maturation of healthy hiPSC-CM cell pairs. Hyperactivation of Wnt/β-catenin initially disrupted cytoskeletal organization and mechanical coupling, followed by mislocalization of gap junctions in WT hiPSC-CMs. Regulation of Wnt/β-catenin signaling is critical for the differentiation of cardiac myocytes, and activation of this pathway in differentiated WT hiPSC-CMs promoted de-differentiation and proliferation (Buikema et al., 2020). However, in engineered tissues, we did not observe a deleterious effect of SB on cytoskeletal organization and cell coupling. This might suggest that cues in assembled tissues stabilize cell junctions and antagonize the de-differentiation effect observed in isolated cells (Buikema et al., 2020) or cell pairs. Consistent with this interpretation, SB did not adversely affect WT zebrafish or mice (Asimaki et al., 2014; Chelko et al., 2016). However, the deleterious effects that we observed on WT hiPSC-CMs raise concerns about cardiac effects of long-term exposure to SB. These add to existing concerns about oncogenic risks (Chelko et al., 2019; Zhan et al., 2017) and indicate that further studies of this class of compounds are required to understand their therapeutic mechanisms and potential adverse consequences in mature, de facto human cardiomyocytes. It is likely that other consequences of GSK-3 inhibition by SB also contribute. GSK-3 plays an integral role in cytoskeletal remodeling, and its perturbation modulated focal adhesion dynamics (Kobayashi et al., 2006), and actin and microtubule organization (Hajka et al., 2021).
In summary, our results demonstrate that PKP2R413X/+ reduces Wnt/β-catenin signaling and perturbs cytoskeletal organization in human iPSC-CMs, leading to abnormal cell-cell junctions and impaired Ca2+ wave propagation. Furthermore, SB activated Wnt/β-catenin signaling, normalized cell-cell junctions, and rescued Ca2+ wave propagation in human PKP2R413X/+ hiPSC-CM tissues, independent of changes to PKP2. These findings demonstrate our capacity to correlate structure-function relationships across spatial scales from genetic disease-causing variant to cell pairs and tissues, and to leverage the accessibility of hiPSC-CMs to analyze cardiomyocyte junction assembly in vitro. Future studies are required to determine the extent to which our findings for PKP2R413X/+ extend to other variants in PKP2 and other ACM genes.
Experimental procedures
Detailed experimental procedures are provided in the supplemental experimental procedures.
Resource availability
Requests for resources and reagents will be fulfilled by the corresponding authors.
Corresponding author
Further information and requests for resources, reagents, and materials should be directed to and will be fulfilled by corresponding authors Kevin Kit Parker (kkparker@g.harvard.edu) and William T. Pu (william.pu@cardio.chboston.edu)
hiPSC-CM differentiation, culture, and micropatterning
The reference cell line WTC-Cas9 was derived from WTC-11 hiPSCs by inserting a doxycycline-inducible SpCas9 transgene (WTC-Cas9). The pathogenic PKP2R413X/+ (PKP2 c.1237C>T) variant was introduced by CRISPR-Cas9 genome editing (Wang et al., 2017). Oligo sequences used are provided in Table S1. Cardiomyocytes were differentiated from iPSCs using WNT modulation (Lian et al., 2013) (Figure S2A).
PDMS stamps, created by photolithography (array of 14:1 rectangles 211 μm × 15 μm) were used to microcontact print ECM (fibronectin, Geltrex, or 1:1 fibronectin:Geltrex) onto PDMS-coated glass coverslips Figure S1). PDMS stamps (25-mm wide ridges, 4-mm grooves, and 5-mm groove depth) were used to micromold gelatin on a glass coverslip within a laser-cut acrylic mold, by modification of previously published protocols (Lee et al., 2022).
Ca2+ optical mapping and propagation velocity calculation
Samples were loaded with 2 μM X-Rhod-1 AM (Invitrogen, X14210). Relative cytoplasmic Ca2+ was imaged using a modified tandem-lens macroscope as described previously (Park et al., 2019) under 1 Hz electrical point stimulation. Data were analyzed using MATLAB (MathWorks) and the MiCAM imaging software (Scimedia) (Lee et al., 2022).
Immunostaining and data analysis
Samples were immunostained and imaged on a spinning disk confocal microscope (Olympus IX83, Andor spinning disk). Images were analyzed to quantify OOP and cytoskeletal alignment using previously published methods (Pasqualini et al., 2015; Sheehy et al., 2014; Wang et al., 2014), with slight modifications. Image preprocessing was performed with ImageJ/FIJI using the tubeness and OrientationJ plugins. Preprocessed images were then analyzed using MATLAB scripts (Pasqualini et al., 2015).
Protein localization analysis and heatmaps were performed using automated ImageJ/FIJI and MATLAB image processing scripts (Kim, 2022). Acquired cell pairs expressed sarcomeric α-actinin, a cardiomyocyte marker, covered most of the patterned area, and contained two distinct nuclei. Cell junction markers were not used to decide to include or exclude a cell pair. Cells with nuclei <50 μm apart and horizontal cytoskeletal filaments spanning across both nuclei were excluded as likely binucleated cells.
Statistical analysis
Bar graphs indicate mean ± SD. Boxplots represent the interquartile range and median (box and center line) and 1.5 times the interquartile range (whiskers). Statistical analysis across calculated values were conducted using one-way ANOVA or two-way ANOVA followed by Tukey’s honest significant difference test or test for multiple comparisons using OriginPro (ver 2023, OriginLab Corporation). Statistically significant p values (p < 0.05 and p < 0.1) are indicated within the graphs where appropriate.
Author contributions
S.L.K., M.A.T., K.Y.L., L.A.M., K.K.P., and W.T.P. designed research; S.L.K., M.A.T., and K.Y.L. performed research; S.C., J.F.Z., L.D.W., K.S., D.E.H., L.J.L., and X.L. contributed new reagents/analytic tools; S.L.K., M.A.T., and K.Y.L., analyzed data; and S.L.K., M.A.T., K.K.P., and W.T.P. wrote the paper.
Acknowledgments
We thank A.G. Kleber for discussions and Michael Rosnach for illustrations. This work was funded by the Harvard Paulson School of Engineering and Applied Sciences, the Wyss Institute for Biologically Inspired Engineering, NHLBI and NCATS (UG3HL141798, UH3HL141798, R01HL167450, and T32HL007572), and the Kaplan Cardiology Fellowship at Boston Children's Hospital. This work was performed in part at the Harvard University Center for Nanoscale Systems (CNS), which is supported by the National Science Foundation (ECCS-2025158).
Conflict of interests
The authors have no competing interests to disclose.
Published: August 17, 2023
Footnotes
Supplemental information can be found online at https://doi.org/10.1016/j.stemcr.2023.07.005.
Contributor Information
Kevin Kit Parker, Email: kkparker@g.harvard.edu.
William T. Pu, Email: william.pu@cardio.chboston.edu.
Supplemental information
Data and code availability
Analysis code generated and used in this study are available at https://doi.org/10.5281/ZENODO.7120682.
References
- Aratyn-Schaus Y., Pasqualini F.S., Yuan H., McCain M.L., Ye G.J.C., Sheehy S.P., Campbell P.H., Parker K.K. Coupling primary and stem cell-derived cardiomyocytes in an in vitro model of cardiac cell therapy. J. Cell Biol. 2016;212:389–397. doi: 10.1083/jcb.201508026. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Asimaki A., Tandri H., Huang H., Halushka M.K., Gautam S., Basso C., Thiene G., Tsatsopoulou A., Protonotarios N., McKenna W.J., et al. A New Diagnostic Test for Arrhythmogenic Right Ventricular Cardiomyopathy. N. Engl. J. Med. 2009;360:1075–1084. doi: 10.1056/NEJMoa0808138. [DOI] [PubMed] [Google Scholar]
- Asimaki A., Kapoor S., Plovie E., Karin Arndt A., Adams E., Liu Z., James C.A., Judge D.P., Calkins H., Churko J., et al. Identification of a New Modulator of the Intercalated Disc in a Zebrafish Model of Arrhythmogenic Cardiomyopathy HHS Public Access. Sci. Transl. Med. 2014;6:240ra74. doi: 10.1126/scitranslmed.3008008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Austin K.M., Trembley M.A., Chandler S.F., Sanders S.P., Saffitz J.E., Abrams D.J., Pu W.T. Molecular mechanisms of arrhythmogenic cardiomyopathy. Nat. Rev. Cardiol. 2019;16:519–537. doi: 10.1038/s41569-019-0200-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bhonsale A., Groeneweg J.A., James C.A., Dooijes D., Tichnell C., Jongbloed J.D.H., Murray B., te Riele A.S.J.M., van den Berg M.P., Bikker H., et al. Impact of genotype on clinical course in arrhythmogenic right ventricular dysplasia/cardiomyopathy-associated mutation carriers. Eur. Heart J. 2015;36:847–855. doi: 10.1093/eurheartj/ehu509. [DOI] [PubMed] [Google Scholar]
- Bliley J.M., Vermeer M.C.S.C., Duffy R.M., Batalov I., Kramer D., Tashman J.W., Shiwarski D.J., Lee A., Teplenin A.S., Volkers L., et al. Dynamic loading of human engineered heart tissue enhances contractile function and drives a desmosome-linked disease phenotype. Sci. Transl. Med. 2021;13:eabd1817. doi: 10.1126/scitranslmed.abd1817. [DOI] [PubMed] [Google Scholar]
- Bray M.-A.P., Adams W.J., Geisse N.A., Feinberg A.W., Sheehy S.P., Parker K.K. Nuclear morphology and deformation in engineered cardiac myocytes and tissues. Biomaterials. 2010;31:5143–5150. doi: 10.1016/j.biomaterials.2010.03.028. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Buikema J.W., Lee S., Goodyer W.R., Maas R.G., Chirikian O., Li G., Miao Y., Paige S.L., Lee D., Wu H., et al. Wnt Activation and Reduced Cell-Cell Contact Synergistically Induce Massive Expansion of Functional Human iPSC-Derived Cardiomyocytes. Cell Stem Cell. 2020;27:50–63.e5. doi: 10.1016/j.stem.2020.06.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cerrone M., Montnach J., Lin X., Zhao Y.-T., Zhang M., Agullo-Pascual E., Leo-Macias A., Alvarado F.J., Dolgalev I., Karathanos T.V., et al. Plakophilin-2 is required for transcription of genes that control calcium cycling and cardiac rhythm. Nat. Commun. 2017;8:106. doi: 10.1038/s41467-017-00127-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chang H., Liu Q., Zimmerman J.F., Lee K.Y., Jin Q., Peters M.M., Rosnach M., Choi S., Kim S.L., Ardoña H.A.M., et al. Recreating the heart’s helical structure-function relationship with focused rotary jet spinning. Science. 2022;377:180–185. doi: 10.1126/science.abl6395. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chelko S.P., Asimaki A., Andersen P., Bedja D., Amat-Alarcon N., DeMazumder D., Jasti R., MacRae C.A., Leber R., Kleber A.G., et al. Central role for GSK3β in the pathogenesis of arrhythmogenic cardiomyopathy. JCI Insight. 2016;1 doi: 10.1172/jci.insight.85923. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chelko S.P., Asimaki A., Lowenthal J., Bueno-Beti C., Bedja D., Scalco A., Amat-Alarcon N., Andersen P., Judge D.P., Tung L., Saffitz J.E. Therapeutic Modulation of the Immune Response in Arrhythmogenic Cardiomyopathy. Circulation. 2019;140:1491–1505. doi: 10.1161/CIRCULATIONAHA.119.040676. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Corrado D., Link M.S., Calkins H. Arrhythmogenic Right Ventricular Cardiomyopathy. N. Engl. J. Med. 2017;376:61–72. doi: 10.1056/NEJMra1509267. [DOI] [PubMed] [Google Scholar]
- Cruz F.M., Sanz-Rosa D., Roche-Molina M., García-Prieto J., García-Ruiz J.M., Pizarro G., Jiménez-Borreguero L.J., Torres M., Bernad A., Ruíz-Cabello J., et al. Exercise triggers ARVC phenotype in mice expressing a disease-causing mutated version of human plakophilin-2. J. Am. Coll. Cardiol. 2015;65:1438–1450. doi: 10.1016/j.jacc.2015.01.045. [DOI] [PubMed] [Google Scholar]
- Garcia-Gras E., Lombardi R., Giocondo M.J., Willerson J.T., Schneider M.D., Khoury D.S., Marian A.J. Suppression of canonical Wnt/β-catenin signaling by nuclear plakoglobin recapitulates phenotype of arrhythmogenic right ventricular cardiomyopathy. J. Clin. Invest. 2006;116:2012–2021. doi: 10.1172/JCI27751. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gerull B., Heuser A., Wichter T., Paul M., Basson C.T., McDermott D.A., Lerman B.B., Markowitz S.M., Ellinor P.T., MacRae C.A., et al. Mutations in the desmosomal protein plakophilin-2 are common in arrhythmogenic right ventricular cardiomyopathy. Nat. Genet. 2004;36:1162–1164. doi: 10.1038/ng1461. [DOI] [PubMed] [Google Scholar]
- Gessert S., Kühl M. The multiple phases and faces of Wnt signaling during cardiac differentiation and development. Circ. Res. 2010;107:186–199. doi: 10.1161/CIRCRESAHA.110.221531. [DOI] [PubMed] [Google Scholar]
- Grosberg A., Kuo P.L., Guo C.L., Geisse N.A., Bray M.A., Adams W.J., Sheehy S.P., Parker K.K. Self-organization of muscle cell structure and function. PLoS Comput. Biol. 2011;7:e1001088. doi: 10.1371/journal.pcbi.1001088. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hajka D., Budziak B., Pietras Ł., Duda P., McCubrey J.A., Gizak A. GSK3 as a regulator of cytoskeleton architecture: Consequences for health and disease. Cells. 2021;10 doi: 10.3390/cells10082092. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Inoue H., Nakamura S., Higo S., Shiba M., Kohama Y., Kondo T., Kameda S., Tabata T., Okuno S., Ikeda Y., et al. Modeling reduced contractility and impaired desmosome assembly due to plakophilin-2 deficiency using isogenic iPS cell-derived cardiomyocytes. Stem Cell Rep. 2022;17:337–351. doi: 10.1016/j.stemcr.2021.12.016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Khudiakov A., Zaytseva A., Perepelina K., Smolina N., Pervunina T., Vasichkina E., Karpushev A., Tomilin A., Malashicheva A., Kostareva A. Sodium current abnormalities and deregulation of Wnt/β-catenin signaling in iPSC-derived cardiomyocytes generated from patient with arrhythmogenic cardiomyopathy harboring compound genetic variants in plakophilin 2 gene. Biochim. Biophys. Acta, Mol. Basis Dis. 2020;1866 doi: 10.1016/j.bbadis.2020.165915. [DOI] [PubMed] [Google Scholar]
- Kim S. 2022. Cell Pair Heatmap Overlay and Intensity Profile Extraction/fitting. [DOI] [Google Scholar]
- Kim C., Wong J., Wen J., Wang S., Wang C., Spiering S., Kan N.G., Forcales S., Puri P.L., Leone T.C., et al. Studying arrhythmogenic right ventricular dysplasia with patient-specific iPSCs. Nature. 2013;494:105–110. doi: 10.1038/nature11799. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kirchner F., Schuetz A., Boldt L.H., Martens K., Dittmar G., Haverkamp W., Thierfelder L., Heinemann U., Gerull B. Molecular insights into arrhythmogenic right ventricular cardiomyopathy caused by plakophilin-2 missense mutations. Circ. Cardiovasc. Genet. 2012;5:400–411. doi: 10.1161/CIRCGENETICS.111.961854. [DOI] [PubMed] [Google Scholar]
- Kobayashi T., Hino S.i., Oue N., Asahara T., Zollo M., Yasui W., Kikuchi A. Glycogen Synthase Kinase 3 and h-prune Regulate Cell Migration by Modulating Focal Adhesions. Mol. Cell Biol. 2006;26:898–911. doi: 10.1128/mcb.26.3.898-911.2006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Komiya Y., Habas R. Wnt signal transduction pathways. Organogenesis. 2008;4:68–75. doi: 10.4161/org.4.2.5851. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lee H., Adams W.J., Alford P.W., McCain M.L., Feinberg A.W., Sheehy S.P., Goss J.A., Parker K.K. Cytoskeletal prestress regulates nuclear shape and stiffness in cardiac myocytes. Exp. Biol. Med. 2015;240:1543–1554. doi: 10.1177/1535370215583799. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lee K.Y., Park S.J., Matthews D.G., Kim S.L., Marquez C.A., Zimmerman J.F., Ardoña H.A.M., Kleber A.G., Lauder G.V., Parker K.K. An autonomously swimming biohybrid fish designed with human cardiac biophysics. Science. 2022;375:639–647. doi: 10.1126/science.abh0474. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lian X., Zhang J., Azarin S.M., Zhu K., Hazeltine L.B., Bao X., Hsiao C., Kamp T.J., Palecek S.P. Directed cardiomyocyte differentiation from human pluripotent stem cells by modulating Wnt/β-catenin signaling under fully defined conditions. Nat. Protoc. 2013;8:162–175. doi: 10.1038/nprot.2012.150. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Manring H.R., Dorn L.E., Ex-Willey A., Accornero F., Ackermann M.A. At the heart of inter- and intracellular signaling: the intercalated disc. Biophys. Rev. 2018;10:961–971. doi: 10.1007/s12551-018-0430-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mazzanti A., Ng K., Faragli A., Maragna R., Chiodaroli E., Orphanou N., Monteforte N., Memmi M., Gambelli P., Novelli V., et al. Arrhythmogenic Right Ventricular Cardiomyopathy: Clinical Course and Predictors of Arrhythmic Risk. J. Am. Coll. Cardiol. 2016;68:2540–2550. doi: 10.1016/j.jacc.2016.09.951. [DOI] [PubMed] [Google Scholar]
- McCain M.L., Lee H., Aratyn-Schaus Y., Kléber A.G., Parker K.K. Cooperative coupling of cell-matrix and cell-cell adhesions in cardiac muscle. Proc. Natl. Acad. Sci. USA. 2012;109:9881–9886. doi: 10.1073/pnas.1203007109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- McCain M.L., Desplantez T., Geisse N.A., Rothen-Rutishauser B., Oberer H., Parker K.K., Kleber A.G. Cell-to-cell coupling in engineered pairs of rat ventricular cardiomyocytes: relation between Cx43 immunofluorescence and intercellular electrical conductance. Am. J. Physiol. Heart Circ. Physiol. 2012;302:H443–H450. doi: 10.1152/ajpheart.01218.2010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Oxford E.M., Musa H., Maass K., Coombs W., Taffet S.M., Delmar M. Connexin43 remodeling caused by inhibition of plakophilin-2 expression in cardiac cells. Circ. Res. 2007;101:703–711. doi: 10.1161/CIRCRESAHA.107.154252. [DOI] [PubMed] [Google Scholar]
- Padrón-Barthe L., Villalba-Orero M., Gómez-Salinero J.M., Domínguez F., Román M., Larrasa-Alonso J., Ortiz-Sánchez P., Martínez F., López-Olañeta M., Bonzón-Kulichenko E., et al. Severe Cardiac Dysfunction and Death Caused by Arrhythmogenic Right Ventricular Cardiomyopathy Type 5 Are Improved by Inhibition of Glycogen Synthase Kinase-3β. Circulation. 2019;140:1188–1204. doi: 10.1161/CIRCULATIONAHA.119.040366. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Park S.J., Zhang D., Qi Y., Li Y., Lee K.Y., Bezzerides V.J., Yang P., Xia S., Kim S.L., Liu X., et al. Insights into the Pathogenesis of Catecholaminergic Polymorphic Ventricular Tachycardia from Engineered Human Heart Tissue. Circulation. 2019;140:390–404. doi: 10.1161/CIRCULATIONAHA.119.039711. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pasqualini F.S., Sheehy S.P., Agarwal A., Aratyn-Schaus Y., Parker K.K. Structural phenotyping of stem cell-derived cardiomyocytes. Stem Cell Rep. 2015;4:340–347. doi: 10.1016/j.stemcr.2015.01.020. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Peters N.S., Severs N.J., Rothery S.M., Lincoln C., Yacoub M.H., Green C.R. Spatiotemporal relation between gap junctions and fascia adherens junctions during postnatal development of human ventricular myocardium. Circulation. 1994;90:713–725. doi: 10.1161/01.CIR.90.2.713. [DOI] [PubMed] [Google Scholar]
- Saffitz J.E., Kléber A.G. Effects of Mechanical Forces and Mediators of Hypertrophy on Remodeling of Gap Junctions in the Heart. Circ. Res. 2004;94:585–591. doi: 10.1161/01.RES.0000121575.34653.50. [DOI] [PubMed] [Google Scholar]
- Sato P.Y., Musa H., Coombs W., Guerrero-Serna G., Patiño G.A., Taffet S.M., Isom L.L., Delmar M. Loss of plakophilin-2 expression leads to decreased sodium current and slower conduction velocity in cultured cardiac myocytes. Circ. Res. 2009;105:523–526. doi: 10.1161/CIRCRESAHA.109.201418. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sheehy S.P., Pasqualini F., Grosberg A., Park S.J., Aratyn-Schaus Y., Parker K.K. Quality metrics for stem cell-derived cardiac myocytes. Stem Cell Rep. 2014;2:282–294. doi: 10.1016/j.stemcr.2014.01.015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Syrris P., Ward D., Asimaki A., Sen-Chowdhry S., Ebrahim H.Y., Evans A., Hitomi N., Norman M., Pantazis A., Shaw A.L., et al. Clinical expression of plakophilin-2 mutations in familial arrhythmogenic right ventricular cardiomyopathy. Circulation. 2006;113:356–364. doi: 10.1161/CIRCULATIONAHA.105.561654. [DOI] [PubMed] [Google Scholar]
- Thomas D., Choi S., Alamana C., Parker K.K., Wu J.C. Cellular and Engineered Organoids for Cardiovascular Models. Circ. Res. 2022;130:1780–1802. doi: 10.1161/CIRCRESAHA.122.320305. [DOI] [PubMed] [Google Scholar]
- Vite A., Radice G.L. N-cadherin/catenin complex as a master regulator of intercalated disc function. Cell Commun. Adhes. 2014;21:169–179. doi: 10.3109/15419061.2014.908853. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang G., McCain M.L., Yang L., He A., Pasqualini F.S., Agarwal A., Yuan H., Jiang D., Zhang D., Zangi L., et al. Modeling the mitochondrial cardiomyopathy of Barth syndrome with induced pluripotent stem cell and heart-on-chip technologies. Nat. Med. 2014;20:616–623. doi: 10.1038/nm.3545. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang G., Yang L., Grishin D., Rios X., Ye L.Y., Hu Y., Li K., Zhang D., Church G.M., Pu W.T. Efficient, footprint-free human iPSC genome editing by consolidation of Cas9/CRISPR and piggyBac technologies. Nat. Protoc. 2017;12:88–103. doi: 10.1038/nprot.2016.152. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhan T., Rindtorff N., Boutros M. Wnt signaling in cancer. Oncogene. 2017;36:1461–1473. doi: 10.1038/onc.2016.304. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang D., Pu W.T. Exercising engineered heart muscle to maturity news-and-views. Nat. Rev. Cardiol. 2018;15:383–384. doi: 10.1038/s41569-018-0032-x. [DOI] [PubMed] [Google Scholar]
- Zhang K., Cloonan P.E., Sundaram S., Liu F., Das S.L., Ewoldt J.K., Bays J.L., Tomp S., Toepfer C.N., Marsiglia J.D.C., et al. Plakophilin-2 truncating variants impair cardiac contractility by disrupting sarcomere stability and organization. Sci. Adv. 2021;7:eabh3995. doi: 10.1126/sciadv.abh3995. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhurinsky J., Shtutman M., Ben-Ze’ev A. Plakoglobin and β-catenin: Protein interactions, regulation and biological roles. J. Cell Sci. 2000;113:3127–3139. doi: 10.1242/jcs.113.18.3127. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
Analysis code generated and used in this study are available at https://doi.org/10.5281/ZENODO.7120682.