Abstract
Rationale:
One goal of cardiac tissue engineering is the generation of a living, human pump in vitro that could replace animal models and eventually serve as an in vivo therapeutic. Models that replicate the geometrically complex structure of the heart, harboring chambers and large vessels with soft biomaterials, can be achieved using 3D bioprinting. Yet, inclusion of contiguous, living muscle to support pump function has not been achieved. This is largely due to the challenge of attaining high densities of cardiomyocytes, a notoriously non-proliferative cell type. An alternative strategy is to print with human induced pluripotent stem cells (hiPSCs), which can proliferate to high densities and fill tissue spaces, and subsequently differentiate them into cardiomyocytes in situ.
Objective:
To develop a bioink capable of promoting hiPSC proliferation and cardiomyocyte differentiation in order to 3D print electromechanically functional, chambered organoids composed of contiguous cardiac muscle.
Methods and Results:
We optimized a photo-crosslinkable formulation of native extracellular matrix (ECM) proteins and used this bioink to 3D print hiPSC-laden structures with two chambers and a vessel inlet and outlet. After hiPSCs proliferated to a sufficient density, we differentiated the cells within the structure and demonstrated function of the resultant human chambered muscle pump (hChaMP). hChaMPs demonstrated macroscale beating and continuous action potential propagation with responsiveness to drugs and pacing. The connected chambers allowed for perfusion and enabled replication of pressure/volume relationships fundamental to the study of heart function and remodeling with health and disease.
Conclusions:
This advance represents a critical step toward generating macroscale tissues, akin to aggregate-based organoids, but with the critical advantage of harboring geometric structures essential to the pump function of cardiac muscle. Looking forward, human chambered organoids of this type might also serve as a testbed for cardiac medical devices and eventually lead to therapeutic tissue grafting.
Keywords: 3D bioprinting, extracellular matrix, organoid, stem cell, cardiac tissue engineering, myocardial regeneration, signal transduction, electrophysiology, contractility, Cell Signaling/Signal Transduction, Contractile Function, Electrophysiology, Myocardial Regeneration, Stem Cells
Graphical Abstract
INTRODUCTION
Human cardiac muscle derived ex vivo is in high demand as a substrate for testing drug efficacy and toxicity, as an analog for studying tissue remodeling associated with cardiac muscle damage or disease, and as a prelude to clinical cardiac repair. The field of cardiac tissue engineering seeks to produce such tissue models by capitalizing on the capacity of stem cells to differentiate to all cardiac cell types, of biomaterials to direct cardiac cell behavior, and of 3D fabrication technologies to employ biologic materials. Early engineered heart tissues consisted of geometrically simple structures (strips or rings) made by casting cardiomyocytes in an extracellular matrix-based gel1–3. These types of tissues are very useful because they can be attached to rigid or flexible posts in order to provide resistance against which the tissue can contract and to modulate mechanical loading4, 5. At the same time, the lack of geometrical complexity limits the utility of the model for in vitro study of cardiac function and disease, as these tissues can generate force but do not pump fluid. To address this issue, researchers have made strides in the generation of volume-handling cardiac tissue models capable of recapitulating pressure-volume dynamics of the heart6–8. However, these tissues are limited to a single ventricle model and thus lack the capacity for perfusion. Indeed, multiple existing single ventricle models rely on their simple cup-like geometry to enable casting of a cardiomyocyte-laden gel6 or seeding of cardiomyocytes after fabrication7. These methods are suitable for an open, single chamber structure that is wider on top than at the base; however, to generate an enclosed, perfusable model, more advanced fabrication technologies are required.
3D bioprinting has been proposed as a means to generate more geometrically complex tissues from the bottom-up. The concept is gaining traction, as the ability to print tissues composed entirely of native proteins, cells and/or biocompatible synthetic components is possible and accessible to many laboratories9–17. Multiple studies have demonstrated the capacity to print entire heart organ models using biological materials, but the resulting constructs have either lacked cells8, 9 or evidence of electromechanical function18. The fact that macroscale contractile function has not yet been achieved in a 3D printed, perfusable, chambered heart model reflects the challenges associated with handling mature cardiac muscle cells.
More specifically, cardiomyocytes do not proliferate or migrate readily. For this reason, it is challenging to achieve the high cell density required for the formation of functional cell-cell junctions while maintaining the structural support needed for an enclosed chamber. In fact, the only 3D printed, volume-holding structure to successfully demonstrate cardiac function is a single ventricle model. Specifically, Lee et al., printed a support material (i.e., type I collagen) as a “shell” that is filled with cardiomyocytes in a fibrinogen suspension at a concentration of 300 million cells per milliliter8. The electrophysiological function demonstrated by Lee et al. in the printed ventricle mimic is extremely exciting; however, using the print methodology described, it would be difficult to attain more complicated, enclosed structures. In addition, it is technically challenging to generate such a large number of cardiomyocytes that sustain viability and the capacity to organize with transfer from dish to 3D printed structure. This process requires the disruption of previously formed cell-cell connections, and a cell strainer is required to remove aggregated cardiomyocytes, which further adds to the total number of cardiomyocytes that must be produced prior to printing. An alternative approach described here is to print stem cells, which are highly proliferative, and then induce differentiation of cardiomyocytes in situ following cell expansion.
To enable this approach, we sought to develop a bioink formulation that 1) promotes hiPSC viability, 2) enables hiPSC proliferation and subsequent differentiation into cardiomyocytes, and 3) is amenable to printing complex structures in a gelatin microparticle bath without requiring any further support structure or mold. To support proliferation, the bioink must be porous and/or susceptible to degradation such that stem cell colonies can easily expand. To support differentiation, the bioink should ideally contain integrin-binding motifs that enhance signaling associated with cardiomyocyte-specific differentiation. There is now clear evidence from our group and the work of others that stem cell maturation and differentiation and the proper function of cells derived thereof are critically dependent on the temporal and spatial engagement of cell surface integrins with extracellular matrices (ECM) both in a given organ system during development19 and in the context of ex vivo stem cell culture20–27. As one of many examples, mesoderm specification has been linked to α5β1 integrin activation. Engagement of this integrin by ECM (especially laminin511/111 and fibronectin) modulates BMP4 expression, which together with Wnt, fibroblast growth factor and transforming growth factor-β/nodal/activin signaling, mediates differentiation to mesoderm26. In addition, engagement of fibroblast-derived ECM via β1, α2, and α3 integrins in human embryonic stem cells activates the Wnt/β-catenin pathway via the MEK-ERK pathway, which drives endoderm differentiation28. Finally, fibronectin/integrin β1/β−catenin signaling promotes the emergence of mesoderm from induced pluripotent stem cells. This study was the first to establish a direct link between elements of the focal adhesion, namely integrin-linked kinase (ILK), with GSK3β29, the primary antagonist of β-catenin.
In this work, we build on our understanding of ECM engagement and stem cell differentiation by tapping our already developed, optimized, ECM formulation to promote cardiomyocyte differentiation30 and incorporate this formulation into a bioink that is conducive to human induced pluripotent stem cell (hiPSC) proliferation and can be deposited with spatial fidelity. The end result is a living pump that mimics the chambers and large vessel conduits of a native heart while housing viable, densely packed and functional cardiomyocytes (Figure 1). These human chambered muscle pumps (hChaMPs) can be maintained long term (≥ 6 weeks) and will pave the way for generating increasingly complex structures that could include spatially designated pacemaker cells and an associated conduction system, an epicardium to support remodeling with health, injury, or disease, as well as a host of other important attributes including an arterial and venous nutrient exchange system.
METHODS
The authors declare that all supporting data is available within the article and the associated supplementary materials unless otherwise specified. For data not shown, findings are available from the corresponding authors upon reasonable request. A detailed description of the methodology can be found in the Online Data Supplement. Please also see the Major Resources Table in the Supplementary Material.
RESULTS
Optimization of a bioink supportive of hiPSC proliferation and differentiation.
We previously identified a formulation of extracellular matrix proteins that optimally supports the differentiation of cardiomyocytes from induced pluripotent stem cells30. We thus began a similar optimization study here to identify an extracellular matrix-based bioink to support the generation of geometrically complex cardiac tissue. The design criteria included printability to support extrusion from a 27 gauge needle resulting in a submillimeter linewidth resolution (630.6 ± 54.2 μm, n = 10), easy material handling of the printed structure, the capacity to support proliferation of human induced pluripotent stem cells (hiPSCs) incorporated directly into the bioink, and the ability to support cardiomyocyte differentiation of said hiPSCs. We began with a gelatin methacrylate (GelMA) base material to be crosslinked via photoactivation with lithium phenyl-2,4,6-trimethylbenzoylphosphinate (LAP) to accomplish printability requirements and avoid inclusion of synthetic support materials. Material handling was difficult below 10% GelMA as final structures were flimsy and easily damaged; whereas printability was difficult to accomplish above 15% GelMA as extrusion required high pressures which made material control difficult and which sometimes resulted in cell damage. Thus, the optimization matrix contained either 10% (100 mg/mL) or 15% (150 mg/mL) GelMA. To the GelMA we added hiPSCs and ECM proteins critical to support cardiomyocyte differentiation in prior work30, namely fibronectin, laminin-111, and collagen methacrylate ranging from 0 – 190 μg/mL, 0 – 190 μg/mL, and 0 – 0.5% (or 0 – 5 mg/mL), respectively (Figure 2a). Fibronectin and laminin were added in equal amounts for all conditions, with the concentration scaled to the ColMA concentration (38 μg/ml fibronectin and laminin with 0.1% ColMA, 95 μg/ml fibronectin and laminin with 0.25% ColMA, and 190 μg/ml fibronectin and laminin with 0.5% ColMA). All conditions are annotated with GelMA (G) concentration, ColMA (C) concentration, and the presence of the corresponding amounts of fibronectin (F) and laminin (L). For example, 10G0.10CFL refers to a bioink consisting of 10% GelMA and 0.10% ColMA, supplemented with fibronectin and laminin. Ease of material handling was assessed via measurement of viscosity before printing (Table 1). We found, according to design, that all of the ink formulations fell within the range of 10–40 cP, ensuring low pressure requirements (28–38 kPa) with printing. Ability to support hiPSC health was assessed via measurement of cell area in the printed structure at Day −13 as an indicator of cell viability and colony area at Day 0 as an indicator of proliferation with continued cell health (Table 1, Figure 2b, c). We found that viability was relatively consistent across all formulations at Day −13 with the exception of the ink composed exclusively of 15% GelMA. However, proliferation varied substantially across formulations with those gels containing 10% GelMA generally exceeding those with 15% GelMA. Specific formulations 10G0.25CFL, 10G0.50CFL, and 10G0.10C supported the highest levels of proliferation (range, 55.2 – 61.8% colony area). The ability to support hiPSC differentiation to cardiomyocytes was assessed via measurement of cardiac troponin T (cTnT). We found that differentiation outcomes not only corresponded to the GelMA fraction, but also were largely dependent on the addition of fibronectin and laminin (Table 1, Figure 2d, e). Specific formulations 10G0.10CFL, 10G0.25CFL, and 10G0.25C supported the highest levels of differentiation. There was only one formulation that ranked in the top three for all criteria, 10G0.25CFL or 100 mg/mL gelatin methacrylate (GelMA), 2.5 mg/mL collagen methacrylate (ColMA), 95 μg/mL fibronectin (FN), 95 μg/mL laminin-III (LN), and 5 mg/mL lithium phenyl-2,4,6-trimethylbenzoylphosphinate (LAP). For the crosslinked gels of this specific formulation, the storage modulus (G’, 6.14 ± 1.13 kPa) was nearly two orders of magnitude higher than the loss modulus (G”, 0.09 ± 0.06 kPa) (Online Figure I), suggesting the elastic nature of the gels with a stiffness similar to that of the late embryonic heart31. In addition, this formulation achieved a cell density of 0.1 mg DNA/g of gel, which is on the same order of magnitude of native cardiac tissue, (~0.3 mg DNA/g of myocardial mass) and significantly higher than the condition that produced the lowest amount of differentiation32 (Figure 2f). Thus, it was this formulation that was used for all subsequent studies.
Table 1.
Formulation* | Viscosity (d-15, cP) | Cell Area (d-13, %) | Colony Area (d0, %) | Differentiation (d32, % cTnT+) | Beating† (0-3) |
---|---|---|---|---|---|
10G0.10CFL | 14.3 | 21.8 ± 1.9 | 52.0 ± 3.4 | 46.6 ± 23.9 | 2.8 |
10G0.25CFL‡ | 14.7 | 21.6 ± 2.9 | 57.6 ± 7.4 | 67.9 ± 6.6 | 2.8 |
10G0.50CFL | 15.9 | 20.3 ± 0.7 | 61.8 ± 3.4 | 17.2 ± 29.8 | 1.6 |
15G0.10CFL | 34.2 | 20.9 ± 2.0 | 32.2 ± 21.4 | 11.2 ± 17.4 | 0.8 |
15G0.25CFL | 34.9 | 23.3 ± 0.4 | 55.0 ± 7.6 | 23.7 ± 16.2 | 2.0 |
15G0.50CFL | 35.6 | 21.3 ± 1.9 | 54.1 ± 9.0 | 35.4 ± 6.4 | 2.8 |
10G0.10C | 9.6 | 17.3 ± 1.3 | 55.2 ± 4.3 | 38.2 ± 11.3 | 2.5 |
10G0.25C | 11.0 | 16.8 ± 0.2 | 53.5 ± 4.4 | 44.4 ± 7.0 | 2.8 |
10G0.50C | 11.9 | 18.9 ± 0.6 | 55.0 ± 3.1 | 42.3 ± 1.6.9 | 2.2 |
15G0.10C | 19.6 | 19.2 ± 2.5 | 16.2 ± 11.5 | 0.2 ± 0.5 | 0.1 |
15G0.25C | 23.7 | 20.0 ± 1.4 | 38.2 ± 7.3 | 4.4 ± 6.0 | 0.5 |
15G0.50C | 24.1 | 17.2 ± 1.7 | 21.0 ± 19.7 | 0 ± 0 | 0 |
10G0 | 11.6 | 20.6 ± 0.8 | 51.1 ± 2.7 | 43.5 ± 4.5 | 2.9 |
15G0 | 18.2 | 14.7 ± 1.3 | 9.2 ± 3.8 | 0.1 ± 0.1 | 0 |
G, gelatin methacrylate; C, collagen methacrylate; L, Laminin-111; F, Fibronectin. Numbers preceding letters indicate percentage.
Beating scale was assessed by grading the contractile performance visually from 0 (no beating) to 3 (best beating).
Red text indicates optimum bioink formulation with associated outcomes.
Bioprinted chambered cardiac mimic with large vessel extensions exhibits high fidelity to the digital template.
The optimized bioink could be extruded from a needle, but the bioink was of low relative viscosity (14.7 cP) and so the ability to fabricate structures beyond simple stacking geometries was challenging with standard extrusion modalities in air. To address this hurdle, we developed an approach that involved backfilling an inverted geometry made of sacrificial ink; however, low cell viability and low proliferation associated with the sacrificial ink limited further use (Online Figure II, Online Videos I, II). Ultimately, we employed freeform reversible embedding of suspended hydrogels9, 12 with success, wherein our embedding material or “slurry” consisted of gelatin microparticles. This bioprinting approach was used for the remainder of the study. The digital print template was derived from an MRI scan of a human heart that was scaled to the size of a murine heart such that the longest axis was approximately 1.3 cm. In addition, the septum between ventricles was partially removed to provide a throughway such that unidirectional flow could be propagated through the printed structure for ease of nutrient delivery. The structure was further modified to limit the vascular connections to two major vessels extending from the top of the structure, corresponding to aorta and vena cava from the digital template. The size of the gelatin particles was most critical among print parameters for attaining feature sizes necessary to replicate the chambered cardiac mimic. We found that the size of gelatin microparticles scaled inversely with the resolution of the print (Online Figure III). Particles of approximately 100 μm could support printing of the chambered cardiac mimic with intact chambers, patent large vessels, and material properties conducive to handling (Online Video III). MRI scans of the bioprinted structures show intact chambers (Online Figure IV) and volumetric, 3D digital reconstructions of the bioprinted cardiac mimic were compared with the volumetric 3D digital template using CloudCompare® 2.10.2 software (www.cloudcompare.org). A qualitative, cross-sectional comparison showed a high level of fidelity of the interior chambers (Figure 3a), which was substantiated quantitatively via generation of a distance map from the overlaid template and printed structure (Figure 3b,c). The fraction of voxels of the printed structure within 0.5 mm of the template was found to be 86%. Further, polyethylene tubing and fluorinated ethylene propylene could be securely attached to the printed structure using tissue adhesive, and inclusion of dye in the perfusate showed intact and perfusable chambers in the interior space of the bioprinted, chambered cardiac mimic (Figure 3d, Online Video IV).
hiPSCs 3D printed in an optimized bioink give rise to a contiguous muscle wall to form a human chambered muscle pump (hChaMP).
To determine whether human pluripotent stem cells could proliferate to populate the entire hChaMP, hiPSCs were included during the print using the optimized bioink formulation (Figure 3e). Given the imaging complexity of counting individual cells in such a large construct, we instead quantified colony size in at least four randomly chosen regions of eight different hChaMPs at two weeks in culture. By Day 14, approximately 90% of the bioink volume was populated with cells, both singular and in large colonies, with 40% ± 11% corresponding to colony area (Figure 4a). It was at this point that a cardiomyocyte differentiation protocol was imposed (Figure 1). Six weeks following lactate purification, cells of hChaMPs were again probed for proliferation, this time via expression of Ki67; we found that 25.6 ± 3.1% of cells are proliferative at this stage (Figure 4b). At the same time point, cell death was assessed via terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) and showed very limited cell death (5.7 ± 0.6% TUNEL-positive cells), suggesting ongoing cell health in the hChaMP (Figure 4c).
To determine whether hiPSCs could undergo efficient differentiation to cardiomyocytes in the hChaMP and thereby form a contiguous muscle volume, hChaMPs were stained for sarcomeric protein, cardiac troponin I (cTnI). We determined that 87.6 ± 4.9% of the cells of the structure were cardiomyocytes according to expression of cTnI (Figure 4d). We also probed for evidence of other cardiac cell types, since mesoderm induction could have been followed by differentiation to cardiac fibroblasts, endothelium, or smooth muscle cells. We found no compelling evidence of cardiac fibroblasts (via staining for discoidin domain receptor 2, DDR2, data not shown), but smooth muscle cells (10.5 ± 4.2% of cells via staining for alpha smooth muscle actin, αSMA) and endothelial cells (4.2 ± 2.4% of cells via staining for CD31) were present in hChaMPs. Importantly the combined cardiac cell cocktail often fully circumvented the hChaMP (Figure 4e), and the thickness of the wall was typically between 100 μm and 500 μm with the thickest region exceeding 500 μm (Figure 4e). The majority of the cells at six weeks following lactate purification were associated with the outer portion of the hChaMP wall. Bioink could be discerned in the inner portion of the hChaMP wall, but was largely without cells (Figure 4e, white oval).
hChaMPs express and localize proteins consistent with a maturing cardiomyocyte phenotype.
hChaMPs were cultured for at least 6 weeks following completion of the differentiation and lactate purification protocols. Prior to extended culture, hChaMPs were transitioned from static cultures to convective environments wherein nutrient exchange might be better achieved via rocking. hChaMPs were neither perfused in a bioreactor, exposed to controlled, resistive mechanical stimulation, nor exposed to electrical stimulation; all factors shown to improve maturation. Even so, robust expression of gap junction protein Connexin 43 (Cx43) was found in substantive plaques between adjacent cardiomyocytes (1.90 ± 0.12% of α-actinin area). Also at the cell surface, inward rectifying potassium channel Kir2.1, expressed in fetal and adult cardiomyocytes to stabilize the resting membrane potential, was detected at high levels (1.84 ± 0.11% of cTnI area) (Figure 5a, b). Intracellular machinery associated with the sarcolemma and sarcoplasmic reticulum was also well expressed and appropriately organized (Figure 5c). In particular, the membrane scaffolding protein bridging integrator-1 (Bin1) was found in positive striations along myofibrils (1.43 ± 0.08% of α-actinin area). Sarcoplasmic reticulum ATPase2a (SERCA2a) exhibited signal in the majority of cells, with staining in close apposition to the myofibrils (1.50 ± 0.19% of cTnT area). Similarly, ryanodine receptor 2 (RyR2) formed a ladder-like and regular network along the myofibril (1.48 ± 0.05% of α-actinin area) with greater regularity than that observed in cardiomyocytes derived in a 2D monolayer at similar time points following differentiation, suggestive of advanced maturation in the hChaMP.
hChaMPs exhibit contiguous electrical function and pump dynamics.
hChaMPs could be routinely fabricated such that macroscale beating was observed (Online Video V). To determine the extent to which electromechanical function was preserved throughout the hChaMP, electrical function was first measured via calcium transients of randomly selected regions of hChaMPs (week 2: n = 4 hChaMPs, week 6: n = 3 hChaMPs, n = 14–21 regions per hChaMP, Figure 6a). Calcium transients were measured at both two and six weeks after cessation of the differentiation and purification protocols to determine dynamics of calcium handling over time. Peak amplitude did not change over time, nor did beating frequency calculated from calcium peaks, suggesting that the degree of maturation had largely been achieved by two weeks and that health of the hChaMP could be maintained for at least 6 weeks. Calcium handling could be increased in frequency with the addition of isoproterenol, a non-selective β adrenoreceptor agonist and could be decreased in amplitude with the addition of verapamil, a phenylalkylamine calcium channel blocking agent, thus supporting the capacity of the hChaMP to appropriately respond to drug stimuli (Figure 6b). In addition, a dose response curve was generated from calcium transient data to examine the effect of isoproterenol concentration on beat rate (Figure 6c). From this curve, the isoproterenol concentration that produced 50% of the maximum response (EC50) was determined to be 0.009 μM, which is very similar to what has been previously reported for stem cell-derived cardiomyocytes33.
Optical mapping was next used to measure voltage changes throughout the entire hChaMP structure (Figure 6d-g). This allowed for visualization of electrical signal propagation throughout the hChaMP in real-time and generation of isochronal maps of activation time at 50% repolarization (AT) as well as action potential duration at 80% repolarization (APD80) (Figure 6d,e, Online Video VI). The average spontaneous APD80 was 499.9 ± 83.5 milliseconds (n = 4), and action potentials detected on the surface of the hChaMP reflected a dramatic and predicted response to altered pacing frequency and drug stimulation (Figure 6f). In most cases, the electrical activity of the hChaMP began in one area and propagated throughout the structure (Figure 6e). The location of the structure from which the activity was propagated was stochastic, sometimes from the large vessels, sometimes from a region near the large vessels and sometimes near the apex. This outcome likely reflects the accumulation of pacemaker cells or immature cardiomyocytes with the capacity for spontaneous membrane depolarization in a given region that dominates and therefore initiates the response. However, in some cases the spontaneous source of depolarization could be overcome and the directionality of propagation altered via electrical point stimulation at another location within the hChaMP (Figure 6g, Online Videos VII, VIII). Of note, pacing for less than an hour increased the total area in which action potentials were detected (Figure 6g), suggesting electrical stimulation can promote connectivity and further enhance the concerted function of the hChaMP. In the absence of electrical stimulation, action potentials were detected across 56% ± 28% of the total surface area of the hChaMP (n = 4). The locations of detectable electrical signals likely correspond to the distribution of cardiomyocytes throughout the hChaMP, as co-staining of calcium dye-treated tissues confirms that electrically active regions are cTnT-positive (Online Figure V). Furthermore, optical mapping of acellular hChaMPs was performed to verify the true nature of action potentials observed in cellularized samples (Online Figure VI).
To determine mechanical pump function, hChaMPs were first evaluated for contractile performance, as indicated by beats per minute and rates of contraction and relaxation (Figure 7a,b). Contractile performance was not enhanced over time but did not decline significantly either, supporting the long-term health of the hChaMP. Contractility analysis was also used to measure the dose response of hChaMPs to isoproterenol treatment (Figure 7c). This analysis produced an EC50 of 0.009 μM, identical to the value derived from calcium transient analysis. To determine pressure volume dynamics as a clinically relevant comparator for this new model system, a conductance catheter harboring a pressure transducer was inserted into one chamber of the hChaMP. Beat rate was determined via fast Fourier transform of pressure vs. time plots (Figure 7d). The coupling of the pressure transducer with the conductance catheter enabled us to plot both pressure and volume simultaneously as a function of time, which was done for spontaneously contracting and isoproterenol-treated hChaMPs, as well as for an acellular control hChaMP to assess background noise (Figure 7e). Pressure-volume vs. time plots were used to generate pressure-volume loops, and from these stroke work could be determined despite the fact that there are no valves to resist emptying and filling. The average stroke work calculated from spontaneous loops shown in Figure 7e was 14.5 ± 1.1 nJ. This value was reduced to 4.9 ± 1.6 nJ in the presence of 1 μM isoproterenol. The “stroke work” value derived from noise fluctuations in the acellular control was 0.26 ± 0.15 nJ. Using the pressure-volume setup, we were able to detect changes in beat rate corresponding to multiple concentrations of isoproterenol (Figure 7f). The usual volume moved through the chambers was 0.5 μL and maximum volume moved through the chambers was 5.0 μL, which is approximately 25% of that of the average stroke volume of an adult murine heart34. Based on these values, we calculated an ejection fraction of 0.7% on average, with a maximum value of 6.5% (Figure 7g). These measurements are on par with data shown in single ventricle models6, 7.
To verify the accuracy of these values and determine the effect of wall cellularization on stroke volume, we developed an in silico finite element model using the hChaMP digital template. Using this model, changes in chamber volume were assessed under three different assumptions: 1) the entirety of the wall thickness is occupied by cells, 2) approximately half of the wall thickness (600–650 μm) is occupied by cells, and 3) the cellularization is limited to the outer 200–250 μm of the structure (Online Figure VII). Based on the underlying substrate bioink stiffness and the age of cultured hiPSC-derived cardiomyocytes, a maximum contraction stress of 3.5 kPa was prescribed for this model35. The stroke volume calculated for the 200–250 μm wall thickness (most similar to the level of cellularization we observed) was approximately 1.7 μL. The experimentally determined stroke volume is slightly lower than this, likely due to an uneven distribution of cardiomyocytes across the hChaMP surface. Based on the in silico model, we expect that a fully cellularized hChaMP under the same conditions would produce a stroke volume of approximately 14 μL which approaches that of the adult murine heart34.
DISCUSSION
In the last decade, cardiac tissue engineering capitalized on robust differentiation protocols for human cardiomyocytes and microfabrication techniques to generate microscale model systems for drug testing. Expansion to macroscale models, where human heart structure and function can be examined on multiple scales, will greatly support medical device testing, preclinical cardiology, and push research closer to clinical transplantation. Still, there are substantial challenges when it comes to recapitulating the cell-cell interactions that are critical to electromechanical function without sacrificing geometric complexity. Here we take a substantive step toward a macroscale chambered model of the human heart by combining basic scientific discoveries in ECM-stem cell dynamics, technical advances in 3D bioprinting and lessons learned from human organoid culture.
Recapitulating Cell-ECM interactions to facilitate proliferation and differentiation.
The ECM-exclusive nature of the bioink means remodeling can occur uninterrupted by synthetic materials. Indeed, the epitopes provided in the bioink engage several integrin heterodimers including α1β1, α2β1, α10β1, α11β1 (collagen), α5β1, αvβ3 (gelatin), α6β1, α7β1, α6β4 (laminin-111), α4β1, α5β1, and αvβ3 (fibronectin). Of these, hiPSCs express receptors for all ECM of the bioink, namely α11β1, α5β1 and α6β1.36 Engagement of hiPSCs to the ECM was favored insofar as it promoted cell viability, pluripotency, and anchorage of growing colonies. Striking a balance between maintenance of pluripotency and initiation of differentiation is challenging in the presence of ECM, as only α6β1 has been reported to promote pluripotency37, while all others appear to promote differentiation in an ECM type-specific manner. We attempted to tip the balance in favor of hiPSC proliferation by preincubating the hiPSCs with laminin-111 (binds α6β1) prior to inclusion with remaining components of the bioink. In addition, we utilized high cell densities to allow cell-cell interactions to dominate (though not eliminate) cell-matrix interactions. Also, as colonies grew, it appeared that either ECM hydrolysis or direct remodeling of ECM via matrix metalloproteinases (MMPs) occurred to provide space, as hiPSCs expressed MMPs 1, 5, and 6, where MMP1 is a protease capable of degrading both collagen and gelatin although the substrates of MMP5 and 6 are poorly understood. Over time, other ECM proteins emerged in the hChaMP (Online Figure VIII), most notably type III collagen, which will engage at least integrins α1β1 and α2β1, which are highly expressed in iPSC-derived cardiomyocytes38. In addition, iPSC-derived cardiomyocytes express a myriad of MMPs including 1–3, 10, 11, 14–16 and 1938, as do hiPSC-derived smooth muscle cells, which were present, albeit more rarely in the hChaMP. Productive remodeling of a living pump of this type will be critical to improving functional performance and therefore potential as a model system and future therapeutic.
In situ differentiation to enhance cell density and tissue connectivity.
One of the unique approaches taken in this study is that of in situ differentiation. Rather than printing with differentiated hiPSC-CMs, which requires breaking up the critical connections these cells form in 2D culture, we printed with pluripotent stem cells. In developing a bio-ink that enabled hiPSC proliferation, we were able to achieve high cell densities in the form of large colonies within the tissue prior to differentiation. We then applied a small molecule-based differentiation protocol to the 3D structures to generate cardiac tissue. This approach is innovative in that it essentially couples the process of differentiation with the formation of cell connections within the tissue. These nascent connections are able to form as a result of the generation of high densities of hiPSCs colonies prior to differentiation. This critical expansion phase enabled final cell densities (~0.1 mg DNA/g of hChaMP) of the same order of magnitude as native tissue (~0.3 mg DNA/g of myocardial mass)32. Using pipetted disks composed of the optimized bioink formulation, we detected that there was, on average, 6.2 μg of DNA in a single disk. Assuming a disk thickness of 1 mm, and taking into account limitations to nutrient diffusion, the resulting thickness of viable tissue area can be estimated to be 200 μm. If the average cell contains 6 pg of DNA, we can estimate the final cell density in the viable region of the disk to be a little over 100 million cells/cm3. Given that the starting concentration of hiPSCs was 15 million cells/ml, the final cell density we achieved is > 500% higher than the starting density. In the context of the hChaMP, this increase in cell density resulted in a cardiac muscle thickness of between 100 and 500 μm. Wall thicknesses on the low end of this spectrum match what has been previously demonstrated in the literature, and the high end of the spectrum far exceeds existing tissue models6–8.
Advances to the Field.
While multiple groups have generated variations on tissue engineered ventricles and whole heart models, the hChaMP is the first to achieve robust electromechanical function in a perfusable, chambered cardiac pump. Notably, we show that the hChaMP can maintain these functions for at least 6 weeks, while most similar models have been characterized only up to 2 weeks after fabrication6–8, 18. The functional readouts we assess are on par with, if not better than, values reported in the literature for similar models. This study is only one of three to measure pressure-volume dynamics within a tissue engineered chamber model, and the pressure generated by the hChaMP, while low (0.23 mmHg), is higher than other reported values6, 7. Stroke work and ejection fraction are on par with existing systems, and similar to results reported by MacQueen et al., we show that the hChaMP can respond to a range of isoproterenol doses7. Furthermore, the hChaMP exceeds existing models in wall thickness. The lowest muscularized wall thicknesses observed (~100 μm) match what has been shown in single ventricle models. However, at its thickest regions, we show that the muscularized region can exceed 500 μm, which is much higher than any reported values in the literature. Viable cells were localized to the outside of the structure, but given the perfusability of our model, we anticipate that internal cell viability and resulting wall thickness will only increase with further improvements to culture protocols. Furthermore, as our in silico model demonstrated, increasing the cell layer thickness should increase the volume output of the hChaMP, resulting in more robust pump function (Online Figure VII).
We hypothesize that the robust function and tissue density we have observed is due to the novel in situ differentiation approach, which allows nascent cardiac cells to differentiate while forming undisrupted connections to each other in a 3D environment, similar to what would occur during development. That we were able to accomplish this in a bioink that is also amenable to 3D printing complex geometries allowed us to generate an unprecedented perfusable pump model.
Future Considerations.
The next steps toward improving upon this model will include efforts to increase the thickness, homogeneity and organization of the muscle wall as well as to spur maturation of individual cardiac muscle cells.
Improving Tissue Thickness.
Increased muscle thickness will improve pump function and prevent rupture. One approach for enabling thick tissue cultivation is to introduce convective flow in a bioreactor system39,40. While we did introduce convection to the hChaMP via rocking, due to its complex geometry, a perfusion bioreactor would be practically necessary to ensure adequate flow through the chambers and to mimic physiological conditions more precisely. Perfusion bioreactors are capable of recapitulating pulsatile flow profiles and, combined with mechanical and electrical stimulation, enable recellularized cardiac ECM constructs to achieve the cell density of native myocardium41, 42. Given this consideration, together with the fact that cardiac biomechanics are continually changing not only during the contraction cycle but also by developmental stage43, an optimized dynamic culture protocol with time-variant properties over both long and short time scales conducted by a perfusion bioreactor could be used for further improving tissue robustness and physiological functions of the hChaMP.
In addition to manipulating the external culture system, another approach for increasing tissue thickness is to maintain nutrient and oxygen supply within the engineered tissue by means of a well-developed vascular network; this can be achieved through incorporation of endothelial cells or the use of sacrificial materials to 3D print vascular lumen44–49. In the current study, endothelial differentiation and tube formation were not intentionally included, but future design iterations should include stimulants of endothelial differentiation and vascular network formation.
Improving Tissue Maturation.
In addition to enhancing the thickness of the cardiac muscle within the hChaMP, improvement of this model will require enhanced maturation of cardiomyocytes and corresponding pump function. Here, we have shown the expression of maturation markers associated with cell-cell junctions, ion handling, and excitation-contraction coupling, but mature cell alignment and sarcomeric organization are still lacking. Furthermore, in addition to structural organization, multiple metrics of functional maturation should also be met to augment the performance of a living pump.
Electrical stimulation has been shown to improve ion handling, action potential propagation, cell alignment, and structural maturation in 3D tissues made of stem cell-derived cardiomyocytes50. Furthermore, by combining field stimulation with mechanical loading, researchers have generated 3D tissues with neonatal rat cardiomyocytes that demonstrate a positive force-frequency response, a critical characteristic of native cardiac tissue4. In another case, researchers imposed controlled afterload on hiPSC-derived cardiac tissues, which subsequently exhibited a positive Frank-Starling relationship5. Hence, we hypothesize that introducing electro-mechanical conditioning to the hChaMP will significantly improve maturation and resulting function. In addition, with some modifications and improvements, the hChaMP provides a unique system to investigate the characteristic Frank-Starling relationship of the native heart. While in vitro assessment of this relationship in most tissue-engineered constructs is based on length versus resulting force of contraction, physiologically it is a metric that relates stroke volume to the end-diastolic volume. A tissue engineered construct that can hold volume is therefore necessary to recapitulate this relationship7. The main limitation to achieving this with the hChaMP is the lack of valvular structures, which precludes the generation of a controlled pre-load. A perfusion bioreactor that incorporates valves7 would allow for pressure build-up within the hChaMP as well as control over fill volume of the construct. Synchronized with field stimulation, such a system would allow for electromechanical conditioning to promote maturation, generation of more physiological pressure-volume loops, and the capacity to measure the Frank-Starling relationship based on stroke volume and preload. In the short term, the most feasible avenue to achieve this end would be the incorporation of mechanical valves into tubing that attaches to the vessel inlet and outlets. In the future, we can explore the possibility of tissue engineered valves, which would enable the generation of four-chambered structures with valves for both atrial and ventricular filling.
Finally, there are a myriad of soluble factors that have been explored to promote cardiomyocyte maturation. Among these are the hormone tri-iodo-L-thyronine51, the alpha-adrenergic agonist phenylephrine52, and insulin-like growth factor53, 54. MicroRNAs have also been shown to play a key role in driving metabolic maturation of stem cell-derived cardiomyocytes55,56. Incorporation of soluble signals along with electrical and physical cues could provide an avenue to further mature cardiomyocytes of the hChaMP.
Versatility and Applicability of Bioink.
To generate the hChaMP, we utilized extrusion-based printing of an ECM-based bioink into a gelatin support bath. However, because of the photo-crosslinkable nature of the bioink, it is compatible with other 3D fabrication modalities, including casting and photolithography-based printing. Initially, due to the low viscosity of the bioink, we developed an approach that involved printing an inverted model with a sacrificial material and backfilling with cell-laden ink (Online Figure IIa). While this method could reproducibly generate structures with intact chambers, we ultimately found that the use of the sacrificial material was not conducive to hiPSC viability and proliferation (Online Figure IIb–e). However, it is likely that this methodology could still be employed to 3D printed tissues using cell types that are less sensitive than hiPSCs, or the sacrificial material could be modified to improve resultant cell health.
In addition to versatility of fabrication processes, the bioink components could theoretically be tailored to the needs of a variety of cell types. The structural integrity of the hChaMP is due to the photo-crosslinkable methacrylate groups on the GelMA and ColMA, but we also entrapped non-crosslinkable ECM proteins (fibronectin, and laminin). While these soluble proteins slightly increased the viscosity of the bioink, the majority of their benefit came from improving cardiac differentiation outcomes (Table 1). One could theoretically alter the ECM makeup of the ink without sacrificing structural integrity in order to better promote differentiation to another lineage. Hence, this bioink is a versatile tool for fabricating a myriad of engineered tissues.
Conclusion.
In summary, this work is the first to realize macroscale beating function in a geometrically complex and perfusable chambered structure. This important outcome was made possible by an optimized bioink that allowed extensive stem cell proliferation prior to differentiation to yield contiguous muscle walls of up to 500 μm in thickness. This approach could be applied to many other cell types with poor proliferative and migratory capacity following differentiation. In the end, the living human pump shown here and future design iterations will find utility for multiscale in vitro cardiology assays, injury and disease modeling, medical device testing, and regenerative medicine research that should more easily transfer to clinically relevant outcomes.
Supplementary Material
NOVELTY AND SIGNIFICANCE.
What Is Known?
Engineered cardiac tissues enable drug testing and disease modeling using human cells, but many of these tissues lack the geometric complexity and pumping capacity of the native heart.
3D bioprinting provides a means to fabricate geometrically complex, cell-laden structures using soft biomaterials including extracellular matrix proteins that are critical to cell viability and function.
Cardiomyocytes have a low proliferative capacity, which makes it challenging to achieve the high cell densities needed to produce contiguous muscle function in a 3D structure.
What New Information Does This Article Contribute?
We have developed a photo-crosslinkable “bioink” formulation composed of extracellular matrix proteins, which can be 3D printed into complex geometries and enables robust expansion and subsequent in situ differentiation of human pluripotent stem cells into cardiac muscle.
Human stem cell-laden bioink is 3D printed to generate a perfusable structure based on the geometry of the human heart, after which cells are allowed to proliferate to high densities prior to differentiation.
The resulting human chambered muscle pump (hChaMP) exhibits thick and contiguous muscularization, electrical connectivity, and pump function that manifests in measurable changes in pressure and volume.
This article demonstrates the use of 3D bioprinting to fabricate perfusable, chambered heart mimics possessing large vessel conduits and a septal throughway to enable continuous, unidirectional flow. One of the primary barriers to generating cardiac tissues in vitro is that cardiomyocytes rarely proliferate or migrate, making it difficult to fill tissue gaps and achieve thick layers of contiguous muscle. We have overcome this hurdle by printing with human induced pluripotent stem cells instead of cardiomyocytes. A custom, extracellular matrix-based bioink formulation enables stem cells to proliferate to high densities prior to induction of cardiac differentiation, thus allowing the cells to form robust connections to each other as they differentiate. The result is a synchronously contracting human chambered muscle pump with wall thicknesses of up to half a millimeter and cell densities on the same order of magnitude as native cardiac tissue. hChaMPs exhibit continuous action potential propagation, responsiveness to pharmacological agents and electrical pacing, and measurable changes in pressure and volume with contraction. In the future, this model could be used as a testbed for a variety of drugs and devices as well as a model for genetic diseases that manifest in altered pressure-volume dynamics.
ACKNOWLEDGEMENTS
We would like to thank the Zhang lab at UAB for providing the cell line of hciPSC-MHC-CCND2-CMs57, which are used for all experiments, P. Parthiban for assistance in conducting preliminary optical mapping analyses, D. Sorby and the Bioprinting Facility (UMN) directed by Dr. A. Panoskaltsis-Mortari for assistance with 3D bioprinting and synthesis of GelMA, G. Marqués and the University Imaging Centers (UIC, UMN) for assistance with confocal imaging, D. Idiyatullin and the Center for Magnetic Resonance Research (CMRR, UMN) for assistance in acquiring the MRI scan of the hChaMP, D. Giles and the Polymer Characterization Facility (UMN) for assistance with mechanical testing of the gels make of optimized bioink, the Atlas of Human Cardiac Anatomy of the Visible Heart Lab, UMN, directed by Dr. P. Iaizzo, R. Hortensius for optimization of bioprinting fidelity, Dr. F. Trice for graphic design of the graphical abstract of the Department of Design, Housing and Apparel, and S. Kren of the laboratory of Dr. M. Garry for assistance with strategies for perfusion of the hChaMP.
SOURCES OF FUNDING
B. M. Ogle acknowledges the National Heart Lung and Blood Institute of the National Institutes of Health (Award Nos. HL137204 and HL131017, with Z. Zhang). M. C. McAlpine acknowledges the National Institute of Biomedical Imaging and Bioengineering of the National Institutes of Health (Award No. 1DP2EB020537). M. E. Kupfer acknowledges the National Institute of General Medical Science of the National Institutes of Health (Grant No. T32GM008347) and the University of Minnesota Doctoral Dissertation Fellowship. R.R. Mahutga acknowledges the National Science Foundation Graduate Research Fellowship Project (NSF GRFP) (Grant No. 00039202). The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
Nonstandard Abbreviations and Acronyms:
- hiPSC
human induced pluripotent stem cell
- hChaMP
human chambered muscle pump
- ECM
extracellular matrix
- EC50
drug concentration producing 50% of maximum response
- MEK
mitogen-activated protein kinase/extracellular signal-related kinase
- ERK
extracellular signal-related kinase
- ILK
integrin-linked kinase
- GSK3β
glycogen synthase kinase 3 beta
- G, GelMA
gelatin methacrylate
- LAP
lithium phenyl-2,4,6-trimethylbenzoylphosphinate
- F, FN
fibronectin
- L, LN
laminin-111
- C, ColMA
collagen methacrylate
- Ki67
nuclear antigen Ki67 (marker of proliferation)
- TUNEL
deoxynucleotidyl transferase dUTP nick end labeling
- cTnI
cardiac troponin I
- DDR2
discoidin domain receptor 2
- αSMA
alpha smooth muscle actin
- CD31
cluster of differentiation 31/platelet endothelial cell adhesion molecule
- Cx43
connexin 43
- Bin1
bridging integrator-1
- SERCA2a
sarcoplasmic reticulum ATPase2a
- RyR2
ryanodine receptor 2
- MMP
matrix metalloproteinase
- CM
cardiomyocyte
- DAPI
4′,6-diamidino-2-phenylindole
- cTnT
cardiac troponin T
- AT
activation time
- APD80
action potential duration at 80% repolarization
- Spon
spontaneous
- Iso
isoproterenol
Footnotes
DISCLOSURES
None.
REFERENCES
- 1.Eschenhagen T, Fink C, Remmers U, Scholz H, Wattchow J, Weil J, Zimmermann W, Dohmen HH, Schafer H, Bishopric N, Wakatsuki T, Elson EL. Three-dimensional reconstitution of embryonic cardiomyocytes in a collagen matrix: A new heart muscle model system. FASEB J. 1997;11:683–694 [DOI] [PubMed] [Google Scholar]
- 2.Zimmermann WH, Fink C, Kralisch D, Remmers U, Weil J, Eschenhagen T. Three-dimensional engineered heart tissue from neonatal rat cardiac myocytes. Biotechnol Bioeng. 2000;68:106–114 [PubMed] [Google Scholar]
- 3.Zimmermann WH, Schneiderbanger K, Schubert P, Didie M, Munzel F, Heubach JF, Kostin S, Neuhuber WL, Eschenhagen T. Tissue engineering of a differentiated cardiac muscle construct. Circ Res. 2002;90:223–230 [DOI] [PubMed] [Google Scholar]
- 4.Godier-Furnemont AF, Tiburcy M, Wagner E, Dewenter M, Lammle S, El-Armouche A, Lehnart SE, Vunjak-Novakovic G, Zimmermann WH. Physiologic force-frequency response in engineered heart muscle by electromechanical stimulation. Biomaterials. 2015;60:82–91 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Leonard A, Bertero A, Powers JD, Beussman KM, Bhandari S, Regnier M, Murry CE, Sniadecki NJ. Afterload promotes maturation of human induced pluripotent stem cell derived cardiomyocytes in engineered heart tissues. J Mol Cell Cardiol. 2018;118:147–158 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Li RA, Keung W, Cashman TJ, Backeris PC, Johnson BV, Bardot ES, Wong AOT, Chan PKW, Chan CWY, Costa KD. Bioengineering an electro-mechanically functional miniature ventricular heart chamber from human pluripotent stem cells. Biomaterials. 2018;163:116–127 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.MacQueen LA, Sheehy SP, Chantre CO, Zimmerman JF, Pasqualini FS, Liu X, Goss JA, Campbell PH, Gonzalez GM, Park SJ, Capulli AK, Ferrier JP, Kosar TF, Mahadevan L, Pu WT, Parker KK. A tissue-engineered scale model of the heart ventricle. Nat Biomed Eng. 2018;2:930–941 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Lee A, Hudson AR, Shiwarski DJ, Tashman JW, Hinton TJ, Yerneni S, Bliley JM, Campbell PG, Feinberg AW. 3d bioprinting of collagen to rebuild components of the human heart. Science. 2019;365:482–487 [DOI] [PubMed] [Google Scholar]
- 9.Hinton TJ, Jallerat Q, Palchesko RN, Park JH, Grodzicki MS, Shue HJ, Ramadan MH, Hudson AR, Feinberg AW. Three-dimensional printing of complex biological structures by freeform reversible embedding of suspended hydrogels. Sci Adv. 2015;1:e1500758 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Bejleri D, Streeter BW, Nachlas ALY, Brown ME, Gaetani R, Christman KL, Davis ME. A bioprinted cardiac patch composed of cardiac-specific extracellular matrix and progenitor cells for heart repair. Adv Healthc Mater. 2018;7:e1800672 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Hermsen JL, Burke TM, Seslar SP, Owens DS, Ripley BA, Mokadam NA, Verrier ED. Scan, plan, print, practice, perform: Development and use of a patient-specific 3-dimensional printed model in adult cardiac surgery. J Thorac Cardiovasc Surg. 2017;153:132–140 [DOI] [PubMed] [Google Scholar]
- 12.Hinton TJ, Hudson A, Pusch K, Lee A, Feinberg AW. 3d printing pdms elastomer in a hydrophilic support bath via freeform reversible embedding. ACS Biomater Sci Eng. 2016;2:1781–1786 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Ripley B, Kelil T, Cheezum MK, Goncalves A, Di Carli MF, Rybicki FJ, Steigner M, Mitsouras D, Blankstein R. 3d printing based on cardiac ct assists anatomic visualization prior to transcatheter aortic valve replacement. J Cardiovasc Comput Tomogr. 2016;10:28–36 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Vukicevic M, Mosadegh B, Min JK, Little SH. Cardiac 3d printing and its future directions. JACC Cardiovasc Imaging. 2017;10:171–184 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Wang L, Xu C, Zhu Y, Yu Y, Sun N, Zhang X, Feng K, Qin J. Human induced pluripotent stem cell-derived beating cardiac tissues on paper. Lab Chip. 2015;15:4283–4290 [DOI] [PubMed] [Google Scholar]
- 16.Yoo SJ, Thabit O, Kim EK, Ide H, Yim D, Dragulescu A, Seed M, Grosse-Wortmann L, van Arsdell G. 3d printing in medicine of congenital heart diseases. 3D Print Med. 2015;2:3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Edri R, Gal I, Noor N, Harel T, Fleischer S, Adadi N, Green O, Shabat D, Heller L, Shapira A, Gat-Viks I, Peer D, Dvir T. Personalized hydrogels for engineering diverse fully autologous tissue implants. Adv Mater. 2019;31:e1803895 [DOI] [PubMed] [Google Scholar]
- 18.Noor N, Shapira A, Edri R, Gal I, Wertheim L, Dvir T. 3d printing of personalized thick and perfusable cardiac patches and hearts. Adv Sci (Weinh). 2019;6:1900344 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Costa-Silva B, da Costa MC, Melo FR, Neves CM, Alvarez-Silva M, Calloni GW, Trentin AG. Fibronectin promotes differentiation of neural crest progenitors endowed with smooth muscle cell potential. Exp Cell Res. 2009;315:955–967 [DOI] [PubMed] [Google Scholar]
- 20.Wong JC, Gao SY, Lees JG, Best MB, Wang R, Tuch BE. Definitive endoderm derived from human embryonic stem cells highly express the integrin receptors alphav and beta5. Cell Adh Migr. 2010;4:39–45 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Brafman DA, Phung C, Kumar N, Willert K. Regulation of endodermal differentiation of human embryonic stem cells through integrin-ecm interactions. Cell Death Differ. 2013;20:369–381 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Narayanan K, Lim VY, Shen J, Tan ZW, Rajendran D, Luo SC, Gao S, Wan AC, Ying JY. Extracellular matrix-mediated differentiation of human embryonic stem cells: Differentiation to insulin-secreting beta cells. Tissue Eng Part A. 2014;20:424–433 [DOI] [PubMed] [Google Scholar]
- 23.Li Y, Gautam A, Yang J, Qiu L, Melkoumian Z, Weber J, Telukuntla L, Srivastava R, Whiteley EM, Brandenberger R. Differentiation of oligodendrocyte progenitor cells from human embryonic stem cells on vitronectin-derived synthetic peptide acrylate surface. Stem Cells Dev. 2013;22:1497–1505 [DOI] [PubMed] [Google Scholar]
- 24.Caiazzo M, Okawa Y, Ranga A, Piersigilli A, Tabata Y, Lutolf MP. Defined three-dimensional microenvironments boost induction of pluripotency. Nat Mater. 2016;15:344–352 [DOI] [PubMed] [Google Scholar]
- 25.Derda R, Musah S, Orner BP, Klim JR, Li L, Kiessling LL. High-throughput discovery of synthetic surfaces that support proliferation of pluripotent cells. J Am Chem Soc. 2010;132:1289–1295 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Tan TW, Huang YL, Chang JT, Lin JJ, Fong YC, Kuo CC, Tsai CH, Chen YJ, Hsu HC, Cho DY, Chen YH, Tang CH. Ccn3 increases bmp-4 expression and bone mineralization in osteoblasts. J Cell Physiol. 2012;227:2531–2541 [DOI] [PubMed] [Google Scholar]
- 27.Saidak Z, Le Henaff C, Azzi S, Marty C, Da Nascimento S, Sonnet P, Marie PJ. Wnt/beta-catenin signaling mediates osteoblast differentiation triggered by peptide-induced alpha5beta1 integrin priming in mesenchymal skeletal cells. J Biol Chem. 2015;290:6903–6912 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Dzobo K, Vogelsang M, Parker MI. Wnt/beta-catenin and mek-erk signaling are required for fibroblast-derived extracellular matrix-mediated endoderm differentiation of embryonic stem cells. Stem Cell Rev. 2015;11:761–773 [DOI] [PubMed] [Google Scholar]
- 29.Cheng P, Andersen P, Hassel D, Kaynak BL, Limphong P, Juergensen L, Kwon C, Srivastava D. Fibronectin mediates mesendodermal cell fate decisions. Development. 2013;140:2587–2596 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Jung JP, Hu D, Domian IJ, Ogle BM. An integrated statistical model for enhanced murine cardiomyocyte differentiation via optimized engagement of 3d extracellular matrices. Sci Rep. 2015;5:18705. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Majkut S, Idema T, Swift J, Krieger C, Liu A, Discher DE. Heart-specific stiffening in early embryos parallels matrix and myosin expression to optimize beating. Curr Biol. 2013;23:2434–2439 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Adler CP, Friedburg H, Herget GW, Neuburger M, Schwalb H. Variability of cardiomyocyte DNA content, ploidy level and nuclear number in mammalian hearts. Virchows Arch. 1996;429:159–164 [DOI] [PubMed] [Google Scholar]
- 33.Harding SE, Ali NN, Brito-Martins M, Gorelik J. The human embryonic stem cell-derived cardiomyocyte as a pharmacological model. Pharmacol Ther. 2007;113:341–353 [DOI] [PubMed] [Google Scholar]
- 34.Lujan HL, DiCarlo SE. Cardiac output, at rest and during exercise, before and during myocardial ischemia, reperfusion, and infarction in conscious mice. Am J Physiol Regul Integr Comp Physiol. 2013;304:R286–295 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Wheelwright M, Win Z, Mikkila JL, Amen KY, Alford PW, Metzger JM. Investigation of human ipsc-derived cardiac myocyte functional maturation by single cell traction force microscopy. PLoS One. 2018;13:e0194909 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Messmer T, von Meyenn F, Savino A, Santos F, Mohammed H, Lun ATL, Marioni JC, Reik W. Transcriptional heterogeneity in naive and primed human pluripotent stem cells at single-cell resolution. Cell Rep. 2019;26:815–824 e814 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Villa-Diaz LG, Kim JK, Laperle A, Palecek SP, Krebsbach PH. Inhibition of fak signaling by integrin alpha6beta1 supports human pluripotent stem cell self-renewal. Stem Cells. 2016 [DOI] [PubMed] [Google Scholar]
- 38.Churko JM, Garg P, Treutlein B, Venkatasubramanian M, Wu H, Lee J, Wessells QN, Chen SY, Chen WY, Chetal K, Mantalas G, Neff N, Jabart E, Sharma A, Nolan GP, Salomonis N, Wu JC. Defining human cardiac transcription factor hierarchies using integrated single-cell heterogeneity analysis. Nat Commun. 2018;9:4906. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Shadrin IY, Allen BW, Qian Y, Jackman CP, Carlson AL, Juhas ME, Bursac N. Cardiopatch platform enables maturation and scale-up of human pluripotent stem cell-derived engineered heart tissues. Nat Commun. 2017;8:1825. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Fortier GM, Gauvin R, Proulx M, Vallee M, Fradette J. Dynamic culture induces a cell type-dependent response impacting on the thickness of engineered connective tissues. J Tissue Eng Regen Med. 2013;7:292–301 [DOI] [PubMed] [Google Scholar]
- 41.Ott HC, Matthiesen TS, Goh SK, Black LD, Kren SM, Netoff TI, Taylor DA. Perfusion-decellularized matrix: Using nature’s platform to engineer a bioartificial heart. Nat Med. 2008;14:213–221 [DOI] [PubMed] [Google Scholar]
- 42.Sarig U, Nguyen EB, Wang Y, Ting S, Bronshtein T, Sarig H, Dahan N, Gvirtz M, Reuveny S, Oh SK, Scheper T, Boey YC, Venkatraman SS, Machluf M. Pushing the envelope in tissue engineering: Ex vivo production of thick vascularized cardiac extracellular matrix constructs. Tissue Eng Part A. 2015;21:1507–1519 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Domian IJ, Yu H, Mittal N. On materials for cardiac tissue engineering. Adv Healthc Mater. 2017;6 [DOI] [PubMed] [Google Scholar]
- 44.Stevens KR, Kreutziger KL, Dupras SK, Korte FS, Regnier M, Muskheli V, Nourse MB, Bendixen K, Reinecke H, Murry CE. Physiological function and transplantation of scaffold-free and vascularized human cardiac muscle tissue. Proc Natl Acad Sci U S A. 2009;106:16568–16573 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Masumoto H, Nakane T, Tinney JP, Yuan F, Ye F, Kowalski WJ, Minakata K, Sakata R, Yamashita JK, Keller BB. The myocardial regenerative potential of three-dimensional engineered cardiac tissues composed of multiple human ips cell-derived cardiovascular cell lineages. Sci Rep. 2016;6:29933. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Sekine H, Shimizu T, Sakaguchi K, Dobashi I, Wada M, Yamato M, Kobayashi E, Umezu M, Okano T. In vitro fabrication of functional three-dimensional tissues with perfusable blood vessels. Nature Communications. 2013;4:1399. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Kang HW, Lee SJ, Ko IK, Kengla C, Yoo JJ, Atala A. A 3d bioprinting system to produce human-scale tissue constructs with structural integrity. Nat Biotechnol. 2016;34:312–319 [DOI] [PubMed] [Google Scholar]
- 48.Kolesky DB, Homan KA, Skylar-Scott MA, Lewis JA. Three-dimensional bioprinting of thick vascularized tissues. Proc Natl Acad Sci U S A. 2016;113:3179–3184 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Skylar-Scott MA, Uzel SGM, Nam LL, Ahrens JH, Truby RL, Damaraju S, Lewis JA. Biomanufacturing of organ-specific tissues with high cellular density and embedded vascular channels. Sci Adv. 2019;5:eaaw2459 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Nunes SS, Miklas JW, Liu J, Aschar-Sobbi R, Xiao Y, Zhang B, Jiang J, Masse S, Gagliardi M, Hsieh A, Thavandiran N, Laflamme MA, Nanthakumar K, Gross GJ, Backx PH, Keller G, Radisic M. Biowire: A platform for maturation of human pluripotent stem cell-derived cardiomyocytes. Nat Methods. 2013;10:781–787 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Yang X, Rodriguez M, Pabon L, Fischer KA, Reinecke H, Regnier M, Sniadecki NJ, Ruohola-Baker H, Murry CE. Tri-iodo-l-thyronine promotes the maturation of human cardiomyocytes-derived from induced pluripotent stem cells. J Mol Cell Cardiol. 2014;72:296–304 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Foldes G, Mioulane M, Wright JS, Liu AQ, Novak P, Merkely B, Gorelik J, Schneider MD, Ali NN, Harding SE. Modulation of human embryonic stem cell-derived cardiomyocyte growth: A testbed for studying human cardiac hypertrophy? J Mol Cell Cardiol. 2011;50:367–376 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Ito H, Hiroe M, Hirata Y, Tsujino M, Adachi S, Shichiri M, Koike A, Nogami A, Marumo F. Insulin-like growth factor-i induces hypertrophy with enhanced expression of muscle specific genes in cultured rat cardiomyocytes. Circulation. 1993;87:1715–1721 [DOI] [PubMed] [Google Scholar]
- 54.Montessuit C, Palma T, Viglino C, Pellieux C, Lerch R. Effects of insulin-like growth factor-i on the maturation of metabolism in neonatal rat cardiomyocytes. Pflugers Arch. 2006;452:380–386 [DOI] [PubMed] [Google Scholar]
- 55.Kuppusamy KT, Jones DC, Sperber H, Madan A, Fischer KA, Rodriguez ML, Pabon L, Zhu WZ, Tulloch NL, Yang X, Sniadecki NJ, Laflamme MA, Ruzzo WL, Murry CE, Ruohola-Baker H. Let-7 family of microrna is required for maturation and adult-like metabolism in stem cell-derived cardiomyocytes. Proc Natl Acad Sci U S A. 2015;112:E2785–2794 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Lee DS, Chen JH, Lundy DJ, Liu CH, Hwang SM, Pabon L, Shieh RC, Chen CC, Wu SN, Yan YT, Lee ST, Chiang PM, Chien S, Murry CE, Hsieh PC. Defined micrornas induce aspects of maturation in mouse and human embryonic-stem-cell-derived cardiomyocytes. Cell Rep. 2015;12:1960–1967 [DOI] [PubMed] [Google Scholar]
- 57.Zhu W, Zhao M, Mattapally S, Chen S, Zhang J. Ccnd2 overexpression enhances the regenerative potency of human induced pluripotent stem cell-derived cardiomyocytes: Remuscularization of injured ventricle. Circ Res. 2018;122:88–96 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Mironov S, Jalife J, Tolkacheva EG. Role of conduction velocity restitution and short-term memory in the development of action potential duration alternans in isolated rabbit hearts. Circulation. 2008;118:17–25 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Huebsch N, Loskill P, Mandegar MA, Marks NC, Sheehan AS, Ma Z, Mathur A, Nguyen TN, Yoo JC, Judge LM, Spencer CI, Chukka AC, Russell CR, So PL, Conklin BR, Healy KE. Automated video-based analysis of contractility and calcium flux in human-induced pluripotent stem cell-derived cardiomyocytes cultured over different spatial scales. Tissue Eng Part C Methods. 2015;21:467–479 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Updegrove A, Wilson NM, Merkow J, Lan H, Marsden AL, Shadden SC. Simvascular: An open source pipeline for cardiovascular simulation. Ann Biomed Eng. 2017;45:525–541 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Maas SA, Ellis BJ, Ateshian GA, Weiss JA. Febio: Finite elements for biomechanics. J Biomech Eng. 2012;134:011005 [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.