Recreating the heart's helical structure-function relationship with focused rotary jet spinning
Open accessAbstract
Helical alignments within the heart's musculature have been speculated to be important in achieving physiological pumping efficiencies. Testing this possibility is difficult, however, because it is challenging to reproduce the fine spatial features and complex structures of the heart's musculature using current techniques. Here we report focused rotary jet spinning (FRJS), an additive manufacturing approach that enables rapid fabrication of micro/nanofiber scaffolds with programmable alignments in three-dimensional geometries. Seeding these scaffolds with cardiomyocytes enabled the biofabrication of tissue-engineered ventricles, with helically aligned models displaying more uniform deformations, greater apical shortening, and increased ejection fractions compared with circumferential alignments. The ability of FRJS to control fiber arrangements in three dimensions offers a streamlined approach to fabricating tissues and organs, with this work demonstrating how helical architectures contribute to cardiac performance.
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Claims the paper makes
30 of 69 cited sources checked · 13 supported · 0 flagged · accuracy not yet measured
- Interpretationcitation
The biomechanics of the single-layer ventricle models is consistent with theoretical predictions from the past 50 years.
“showing that the biomechanics of these single-layer ventricle models is consistent with theoretical predictions from the past 50 years (3, 4, 25).”
Quote in the paperSubstantial claim2 of 3 sources checked- cites [3] source
- cites [4] source
- cites [25] source
The Discussion (page unavailable) says the paper’s whole-heart simulation predicts mechanical deformation and muscle-fiber strain that agree with clinical observations and engineering intuition; it also compares ventricular shortening with a previous simulation. It does not establish that single-layer ventricle models agree with theoretical predictions spanning the past 50 years. (LLM, conf=0.76)
Experimental — accuracy not yet measured
- Premisecitation
Some cardiomyopathies can exhibit maladaptive tissue remodeling that may result in more circumferential alignments of the musculature.
“some cardiomyopathies can exhibit maladaptive tissue remodeling (14, 15), which may result in more circumferential alignments of the musculature (12, 13, 15).”
Quote in the paperSubstantial claim4 of 4 sources checked- cites [14] source
The Discussion and Chip Design sections describe maladaptive remodeling and local myocyte realignment in a model of failing myocardium, with misalignment resembling that reported in hypertrophic cardiomyopathy. They do not establish that cardiomyopathies produce more circumferential alignment of the musculature; the reported change is local, stretch-induced disorganization. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites [15] source
The Discussion describes adverse left-ventricular remodeling after myocardial infarction and relates it to circumferential function. It does not report that remodeling causes the musculature to become more circumferentially aligned; strain and function are not measures of fiber alignment. Page numbers are unavailable in our copy. (LLM, conf=0.82)
Experimental — accuracy not yet measured - cites [12] source
- cites [13] source
- Interpretationcitation
Scaling Sallin's model to physiological relevant strains (~15 to 20%), single-angle ventricles could achieve EFs of only up to ~43% (α=30°).
“Scaling Sallin’s model to physiological relevant strains (~15 to 20%) (3), we noted that single-angle ventricles could achieve EFs of only up to ~43% (α = 30°) (see supplementary materials for details).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [3] source
- Premisecitation
These conduction velocity values were consistent with previous reports of in vitro tissues composed of immature cardiomyocytes, where factors such as geometry, calcium handling, and gap junction expression can influence CV.
“These values were consistent with previous reports of in vitro tissues composed of immature cardiomyocytes, where factors such as geometry, calcium handling, and gap junction expression can influence CV (24, 34, 35).”
Quote in the paperNot a substantial claim3 of 3 sources checked- cites [24] source
- cites [34] source
The Abstract (page unavailable) reports conduction velocities in cultured neonatal rat ventricular myocyte strands, and the discussion of gap-junctional uncoupling (page unavailable) links conduction slowing to cell coupling and calcium current. The paper also discusses strand geometry, but it does not specifically establish that calcium handling influences conduction velocity. The citing paper’s own velocity values are not supplied here, so their numerical consistency cannot be checked. (LLM, conf=0.82)
Experimental — accuracy not yet measured - cites [35] source
Sections II and III (page numbers unavailable) describe engineered neonatal cardiomyocyte strands and report that cell size, tissue geometry, and connexin expression affect propagation velocity. Section IV discusses calcium inward current during propagation, but does not establish the broader claim about calcium handling in immature in vitro tissues. The cited review also does not provide values with which to verify the stated consistency. (LLM, conf=0.84)
Experimental — accuracy not yet measured
- Interpretationown data
The deformation results were consistent with previous analytical and computational models in showing more homogeneous deformations for HA ventricles.
“Overall, these results were consistent with the projections of previous analytical and computational models (3, 25, 36) in that they showed more-homogeneous deformations for HA ventricles.”
Quote in the paperNot a substantial claim2 of 3 sources checked- cites [3] source
The Discussion (page unavailable) identifies this as a mathematical model of helically arranged ventricular fibers and reports predicted ejection fractions. It does not report that helical-fiber ventricles deform more homogeneously than a comparator, so the attributed projection about deformation homogeneity is unsupported. (LLM, conf=0.78)
Experimental — accuracy not yet measured - cites [25] source
Results §5.1 says mechanical deformation is not homogeneous, despite homogeneous electrical potential. The paper models helically arranged ventricular fibers (§4.1), but the passages found do not compare deformation homogeneity in HA ventricles with another ventricular arrangement. The statement that deformation is not homogeneous does not by itself rule out a comparative finding of *more* homogeneous deformation. (LLM, conf=0.72)
Experimental — accuracy not yet measured - cites [36] source
- Premisecitation
In a healthy heart, kinetic energy is stored during contraction in the sarcomeric protein titin and released during relaxation, giving rise to rotational displacements, or ventricular twist.
“In a healthy heart, kinetic energy is stored during contraction in the sarcomeric protein titin and is subsequently released during relaxation (38), giving rise to rotational displacements, or ventricular twist (1, 38).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [38] source
- cites [1] source
The 'Link Between Myofiber Geometry and Twist Mechanics' section describes ventricular rotation during contraction and release of stored energy during relaxation. But it identifies that energy as potential energy stored in the deformed subendocardial matrix, not kinetic energy stored in titin; it also describes the release as torsional recoil, rather than the origin of the contraction-phase twist. Page numbers are unavailable in our copy. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Findingown data
Seeding FRJS scaffolds with cardiomyocytes enabled biofabrication of tissue-engineered ventricles.
“Seeding these scaffolds with cardiomyocytes enabled the biofabrication of tissue-engineered ventricles”
Quote in the paperSubstantial claim - Findingown data
Helically aligned tissue-engineered ventricles displayed increased ejection fractions compared with circumferentially aligned ones.
“with helically aligned models displaying more uniform deformations, greater apical shortening, and increased ejection fractions compared with circumferential alignments.”
Quote in the paperSubstantial claim - Findingown data
Helically aligned tissue-engineered ventricles displayed greater apical shortening than circumferentially aligned ones.
“with helically aligned models displaying more uniform deformations, greater apical shortening, and increased ejection fractions compared with circumferential alignments.”
Quote in the paperSubstantial claim - Findingown data
Helically aligned tissue-engineered ventricles displayed more uniform deformations than circumferentially aligned ones.
“with helically aligned models displaying more uniform deformations, greater apical shortening, and increased ejection fractions compared with circumferential alignments.”
Quote in the paperSubstantial claim - Findingreasoning
FRJS allows rapid manufacturing of fiber constructs with programmable fiber alignments in three dimensions.
“This approach allows for the rapid manufacturing of fiber constructs with programmable fiber alignments in three dimensions.”
Quote in the paperSubstantial claim - Findingreasoning
In FRJS, fiber formation and patterning are decoupled by creating a focused stream of preformed fibers.
“In FRJS, decoupling the fiber formation and patterning processes is realized by creating a focused stream of preformed fibers (Fig. 1, A to C; fig. S1, and movie S1).”
Quote in the paperSubstantial claim - Findingown data
Focusing fibers in FRJS enables conformal deposition, meaning fibers adhere well to convex structures or features with curvature radii exceeding the focal spot size.
“Focusing the fibers in this manner enables them to be conformally deposited, meaning that fibers will adhere well to convex structures or features with curvature radii that exceed the focal spot size (fig. S4).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (fig. S4)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingreasoning
The jet stream aligns and confines fibers in a small region, focusing them for patterning.
“The jet stream then allows for fibers to become aligned and confined in a small region, focusing them for patterning.”
Quote in the paperSubstantial claim - Findingown data
Using FRJS, the authors manufactured both helically aligned and circumferentially aligned tissue-engineered models of the left ventricle.
“we used FRJS to manufacture both helically aligned (HA) and circumferentially aligned (CA) tissue-engineered models of the left ventricle”
Quote in the paperSubstantial claim - Findingnone given
FRJS enables rapid fabrication of micro/nanofiber scaffolds with programmable alignments in three-dimensional geometries.
“Here we report focused rotary jet spinning (FRJS), an additive manufacturing approach that enables rapid fabrication of micro/nanofiber scaffolds with programmable alignments in three-dimensional geometries.”
Quote in the paperSubstantial claim - Findingown data
Using PIV, the authors observed cyclic outputs with fluid expelled during systole and refill during diastole.
“Using PIV, we then evaluated the instantaneous mass flux resulting from ventricle contraction (fig. S15 and movie S10) and observed cyclic outputs, with fluid being expelled during systole and refill occurring during diastole (Fig. 3, C and D).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites (fig. S15 and movie S10)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites (Fig. 3, C and D)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
Seeding gelatin fiber scaffolds with NRVMs or hiPSC-CMs resulted in confluent tissues with depths between one and three layers of cardiomyocytes.
“After fiber manufacture, gelatin fiber scaffolds were then seeded with either primary neonatal rat ventricular myocytes (NRVMs) or human induced pluripotent stem cell–derived cardiomyocytes (hiPSC-CMs), resulting in confluent tissues with depths between one to three layers of cardiomyocytes (fig. S8).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites (fig. S8)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
FRJS was used to produce circumferentially aligned (α=0°) and helically aligned (α=30°) single-layer models of the left ventricle.
“we then used FRJS to produce both CA (α = 0°) and HA (α = 30°) (60° with respect to the ventricle’s long axis) single-layer models of the left ventricle (Fig. 2A).”
Quote in the paperSubstantial claim - Findingown data
FRJS can be used with a variety of material compositions, such as nylon, polyurethane, and gelatin, while maintaining single-micrometer fiber diameters.
“Additionally, we showed that this approach could be used with a variety of material compositions, such as nylon, polyurethane, and gelatin, while maintaining single-micrometer fiber diameters (fig. S5).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites (fig. S5)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
After seeding 3D FRJS scaffolds with NRVMs or hiPSC-CMs, spontaneous contractions were observed after 3 to 5 days.
“Next, after seeding 3D scaffolds with either NRVMs (movie S5) or hiPSC-CMs (movie S6), spontaneous contractions were observed after 3 to 5 days.”
Quote in the paperSubstantial claim - Findingown data
NRVMs seeded onto laminar FRJS tissue constructs formed tissues with highly anisotropic distribution and cell alignment that conformed to the underlying fiber orientation.
“This resulted in tissues with a highly anisotropic distribution and cell alignment that conformed to the underlying fiber orientation (Fig. 2B and fig. S10).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (Fig. 2B and fig. S10)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
FRJS accurately reproduced key geometric features of the heart, as confirmed by x-ray micro-computed tomography.
“We observed that FRJS was able to accurately reproduce these structures, as confirmed by x-ray micro–computed tomography (μCT).”
Quote in the paperSubstantial claim - Findingown data
At the narrowest point, 95% of fiber deposition occurred within a spot size of 5.0 ± 0.3 cm (2σ of Gaussian distribution).
“This showed that, at the narrowest point, 95% of fiber deposition occurred within a spot size of 5.0 ± 0.3 cm (2σ of Gaussian distribution) (Fig. 1B, ii, and fig. S4).”
Quote in the paperSubstantial claim - Findingown data
CA scaffolds showed minimal twist (1.35 ± 1.1°, n=7 ventricles).
“we observed that CA scaffolds showed minimal twist (1.35 ± 1.1°, n = 7 ventricles).”
Quote in the paperSubstantial claim - Findingown data
Individual chambers were connected by chemical annealing before interior supports were dissolved, resulting in standalone fiber scaffolds.
“Individual chambers were then connected by chemical annealing before the interior supports were dissolved, resulting in standalone fiber scaffolds (Fig. 4F).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (Fig. 4F)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
DCVs seeded with hiPSC-CMs or NRVMs formed contractile tissue constructs.
“DCVs were then seeded with either hiPSC-CMs or NRVMs, forming contractile tissue constructs (Fig. 4C, fig. S18A, and movies S14 to S15).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (Fig. 4C, fig. S18A, and movies S14 to S15)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
DCVs were fabricated with inner and outer helical layers and an intermediate circumferential sheet reminiscent of the native myocardium.
“DCVs were fabricated using a multistage process, creating inner and outer helical layers, with an intermediate circumferential sheet reminiscent of the native myocardium (fig. S17, Fig. 4, A and B, and movie S11).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (fig. S17, Fig. 4, A and B, and movie S11)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
A full-size model of the human heart musculature was constructed by individually patterning micro/nanofibers onto dissolvable collectors in the shape of each of the heart's four chambers.
“To demonstrate the ability of FRJS to enable hierarchical biofabrication, a full-size model of the human heart musculature was constructed. This model was assembled by individually patterning micro/nanofibers onto dissolvable collectors in the shape of each of the heart’s four chambers (fig. S20).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (fig. S20)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
FRJS spun fibers onto ventricle-shaped targets of varying size, ranging from ~1 to 20 cm in diameter.
“We then spun fibers onto ventricle-shaped targets of varying size, ranging from ~1 to 20 cm in diameter (fig. S19 and movie S16).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (fig. S19 and movie S16)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
μCT confirmed three distinct transmural layers along the septal wall of DCVs.
“These competing helical structures were confirmed with mCT, indicating three distinct transmural layers along the septal wall (Fig. 4B and movies S12 and S13).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (Fig. 4B and movies S12 and S13)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
Because fibers can direct tissue formation, FRJS can recreate complex anatomies that were previously unobtainable via current biofabrication techniques.
“Because fibers can be used to direct tissue formation, it is possible to recreate complex anatomies that were hitherto unobtainable via current biofabrication techniques.”
Quote in the paperSubstantial claim- Rests on an assumption: Fibers can be used to direct tissue formation.
- Premisecitation
In the heart, helical alignments are supported by extracellular matrix proteins such as collagen fibrils with diameters on the order of a single micrometer.
“In the heart, helical alignments are supported by extracellularmatrix (ECM) proteins such as collagen fibrils (8, 16), the diameters of which are on the order of a single micrometer.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [8] source
- cites [16]
- Interpretationown data
Helical architectures contribute to cardiac performance.
“with this work demonstrating how helical architectures contribute to cardiac performance.”
Quote in the paperSubstantial claim - Interpretationreasoning
FRJS-based biofabrication can rapidly create robust model organs with increased geometric complexity.
“Collectively, this work reveals how a FRJS-based approach to biofabrication can be used to rapidly create robust model organs, with increased geometric complexity.”
Quote in the paperSubstantial claim - Interpretationreasoning
FRJS's ability to control fiber arrangements in three dimensions offers a streamlined approach to fabricating tissues and organs.
“The ability of FRJS to control fiber arrangements in three dimensions offers a streamlined approach to fabricating tissues and organs”
Quote in the paperSubstantial claim - Premisenone given
In 3D extrusion printing, throughput declines rapidly as feature size decreases.
“This is the result of a fundamental limitation in 3D extrusion printing, whereby throughput declines rapidly with respect to feature size.”
Quote in the paperSubstantial claim - Premisereasoning
Reproducing the fine spatial features required to potentiate muscular alignment while retaining practical production rates is difficult with 3D extrusion printing.
“However, reproducing the fine spatial features required to potentiate muscular alignment while retaining practical production rates is difficult.”
Quote in the paperSubstantial claim - Interpretationown data
FRJS can be used to form 3D contractile cardiac models.
“These data demonstrate that FRJS could be used to form 3D contractile cardiac models.”
Quote in the paperSubstantial claim - Study design and conductown data
FRJS fiber scaffolds were designed to have mechanical properties consistent with those of human heart tissues.
“Fiber scaffolds were designed to have mechanical properties consistent with those of human heart tissues (fig. S7 and table S2).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (fig. S7 and table S2)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
Apical shortening indicated the potential for a wringing motion or ventricle twist to occur in HA ventricles.
“For instance, apical shortening indicated the potential for a wringing motion or ventricle twist to occur in HA ventricles.”
Quote in the paperSubstantial claim - Interpretationown data
Helical alignments confer a relative increase in ventricle output.
“This indicated that helical alignments confer a relative increase in ventricle output.”
Quote in the paperSubstantial claim - Interpretationown data
Cardiomyocyte alignment is important in regulating the spatiotemporal control of excitation-contraction coupling.
“and further suggested the importance of cardiomyocyte alignment in regulating the spatiotemporal control of excitation-contraction coupling.”
Quote in the paperSubstantial claim - Interpretationreasoning
Longer fibers should result in greater total displacements.
“This means that longer fibers should result in greater total displacements.”
Quote in the paperSubstantial claim - Study design and conductnone given
Submerged gelatin fibers are a poor dielectric, making it difficult to obtain consistent results in synthetic scaffolds by conductance catheterization.
“However, submerged gelatin fibers are a poor dielectric, making it difficult to obtain consistent results in our synthetic scaffolds by means of conductance catheterization.”
Quote in the paperSubstantial claim- Rests on an assumption: Submerged gelatin fibers are a poor dielectric.
- Interpretationreasoning
Because q and H(α) are defined as ≤1, HA ventricles could produce larger EFs.
“q and H(α) are defined as ≤1, which suggests that HA ventricles could produce larger EFs.”
Quote in the paperSubstantial claim - Interpretationown data
The difference between in vitro and in vivo EF values may be the result of limited cardiomyocyte penetration into the fiber scaffolds.
“This difference may be the result of limited cardiomyocyte penetration into the fiber scaffolds (figs. S7 and S8).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (figs. S7 and S8)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
Fiber-based manufacturing is a promising approach for achieving whole-organ biofabrication, usable as an alternative to or in conjunction with emerging biomanufacturing platforms such as 3D extrusion printing.
“These key features mark fiber-based manufacturing as a promising approach for achieving whole-organ biofabrication, which can be used as an alternative to or in conjunction with emerging biomanufacturing platforms such as 3D extrusion printing.”
Quote in the paperNot a substantial claim - Interpretationown data
Fiber scaffolds can support human stem cell-derived tissues in complex geometries.
“Overall, these observations indicated that fiber scaffolds can also support human stem cell–derived tissues in complex geometries.”
Quote in the paperSubstantial claim
- May combine two claims. 42
- Classified as probably not a substantial claim. 12
May combine two claims.
PremisecitationIn vivo studies are limited by their inability to control cardiac alignments, making it difficult to distinguish biomolecular from biomechanical contributions to cardiac dysfunction.
“they are often characterized by concomitant changes in protein expression and metabolism (11) and are limited by their ability to control cardiac alignments (12, 13). This makes it difficult to distinguish between biomolecular and biomechanical contributions to cardiac dysfunction.”
Quote in the paperSubstantial claim2 of 3 sources checked- cites [11] source
- cites [12] source
The Discussion (page unavailable) says that in-vivo imaging of the right ventricle lacks sufficient resolution and that ex-vivo imaging cannot reproduce in-vivo loading conditions. Neither that passage nor the other passages found addresses an inability to control cardiac alignments or a resulting difficulty separating biomolecular from biomechanical contributions. (LLM, conf=0.72)
Experimental — accuracy not yet measured - cites [13] source
The Background discusses cardiac structural orientations and mechanical gradients, while the Discussion identifies image resolution and scan time as challenges for applying the method in vivo. Neither section says that in vivo studies cannot control cardiac alignments or that this prevents distinguishing biomolecular from biomechanical contributions to dysfunction. Searched for alignment control and molecular-versus-mechanical contributions. (LLM, conf=0.72)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationThe heart's musculature is organized helically, with left ventricular cardiomyocytes transitioning transmurally from a left- to right-handed helix.
“The heart’s musculature is organized in a helical fashion, with cardiomyocytes in the left ventricle smoothly transitioning transmurally froma left- to right-handed helix (1).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [1] source
Classified as probably not a substantial claim.
PremisecitationThe helical arrangement of the heart's musculature is a fundamental structural design critical to achieving large ejection fractions.
“Over the past half-century, it has been argued that this helical arrangement represents a fundamental structural design critical to achieving large ejection fractions (EFs) (1, 3–6).”
Quote in the paperSubstantial claim3 of 5 sources checked- cites [1] source
The section on myofiber geometry explains how the left ventricle’s helical fibers generate twist that assists contraction and wall thickening. The section on LV dysfunction also links impaired twist mechanics with declining ejection fraction. These passages support a connection between helical architecture and ejection, but do not establish that it is critical to achieving large ejection fractions. (LLM, conf=0.78)
Experimental — accuracy not yet measured - cites [3] sourceExperimental — accuracy not yet measured
- cites [4] source
- cites [5] source
- cites [6] source
The Comparison with the heart section recognizes helical alignment of cardiac cell aggregates and its role in generating torsional forces. The Structure section links a complex three-dimensional myocardial mesh to the deformation underlying an approximately 60% ejection fraction, but does not identify helical alignment alone as critical to that fraction. The “Feathering” section also rejects the simpler helical-band model. (LLM, conf=0.85)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationFiber-spinning techniques can reproduce fine spatial features with higher throughputs and have been used to engineer tissue scaffolds such as heart valves and ventricle models.
“Because fiber-spinning techniques can reproduce these fine spatial features with higher throughputs, they offer a potential solution and have been used previously to engineer tissue scaffolds, such as heart valves (23) and ventricle models (24).”
Quote in the paperSubstantial claim2 of 2 sources checkedClassified as probably not a substantial claim. May combine two claims.
PremisecitationRotary jet spinning produces fibers by centrifugal force pushing polymer solutions through a small orifice, and subsequent jet elongation results in free-floating single-micrometer fibers.
“Rotary jet spinning produces fibers by centrifugal force, pushing polymer solutions through a small orifice in the spinneret. Subsequent jet elongation results in free-floating single-micrometer fibers (29).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [29] source
The paper’s process description (section labeled Abstract; page unavailable) says centrifugal and hydrostatic pressure propel polymer solution through an orifice, and jet stretching reduces its diameter. It reports fiber diameters of 50–3500 nm, which include roughly one micrometer, but does not describe the resulting fibers as free-floating; it says they were collected on a surrounding collector or coverslips. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Classified as probably not a substantial claim. May combine two claims.
PremisecitationIt has been predicted that EFs should scale as 1 - k2 for CA ventricles and 1 - k2 q H(α) for HA ventricles, with k strain along fiber axis, q apical shortening, H(α) radial shortening based on helical angle.
“It has been predicted that EFs should scale as 1 – k2 for CA ventricles (eq. S5) and 1 - k2 q H(α) for HA ventricles (eq. S15) (Fig. 2D) (3), with k being the strain along the fiber axis, q being the apical shortening, and H(α) being the radial shortening based on the fiber’s helical angle (eqs. S5 to S15).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [3] source
The Abstract’s Fig. 2 text gives EF = 1 − k² for a cylindrical ventricle with circular fibers. The Cylinder section models helical fibers using k as the final-to-initial fiber-length ratio and q as the final-to-initial cylinder-height ratio, but gives a different EF expression involving geometry and a helix parameter; it does not give the claimed H(α) expression. Page numbers are unavailable in our copy. (LLM, conf=0.84)
Experimental — accuracy not yet measured
May combine two claims.
Findingown dataSallin's model predicted an EF increase of 54 to 64% for HA ventricles, which was consistent with the authors' experimental observations within the standard error of the mean.
“Sallin’s model predicted an EF increase of 54 to 64% for HA ventricles, which was consistent with our experimental observations (within the standard error of the mean; Fig. 3E).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [3] source
The Discussion (page unavailable) calculates an ejection fraction of 0.612 for one helical-fiber model configuration and says that prediction is consistent with observations reported by Ross et al. It does not report a 54–64% increase in EF for HA ventricles. The citing authors’ comparison with their own observations, including the standard-error qualification, is not established by this source. (LLM, conf=0.85)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S1 (asserted). May combine two claims.
PremisereasoningHelically aligned ventricles were hypothesized to display increased apical shortening and reduced basal displacement owing to differences in myofiber lengths.
“It has been hypothesized that HA ventricles would display increased apical shortening (3, 36) and reduced basal displacement (9, 36), owing to differences in myofiber lengths.”
Quote in the paperNot a substantial claim2 of 3 sources checked- cites [3] source
The Cylinder section (page unavailable) models helical fibers and permits apex-to-base shortening during systole. It does not predict increased apical shortening or reduced basal displacement, or explain such a difference by differing myofiber lengths. (LLM, conf=0.82)
Experimental — accuracy not yet measured - cites [36] source
- cites [9] source
Section 3.1 describes helical fiber orientation and opposite rotations of the apex and base, but does not propose increased apical shortening or reduced basal displacement. Searches for those outcomes and for apex-to-base differences in myofiber length found no passage supporting the attributed hypothesis; section 2.1 instead discusses shortening across the ventricular wall. Page numbers were not available in our copy. (LLM, conf=0.76)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationIn healthy tissues, action potentials propagate faster in the direction of cell alignment, with myocytes showing slower conduction velocities in the transverse direction.
“In healthy tissues, action potentials propagate faster in the direction of cell alignment, with myocytes showing slower conduction velocities (CVs) in the transverse direction (33).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [33] source
May combine two claims.
Findingown dataThe metrics presented (e.g., EF) were greater by a factor of ~3 than recently reported in vitro ventricle models but still substantially lower than in vivo values.
“Although the metrics presented here (e.g., EF) were greater (by a factor of ~3) than for recently reported in vitro ventricle models (24, 39), they were still substantially lower than in vivo values (tables S2 and S3).”
Quote in the paperSubstantial claim2 of 3 sources checkedMay combine two claims.
Findingown dataThis throughput is comparable to melt-blowing processes but orders of magnitude greater (~10^6) than 3D extrusion printing, whose speed declines rapidly at single-micrometer features as a power law with a scaling factor of ~2.8.
“This throughput is comparable to those of melt-blowing processes (27) but is orders of magnitude greater (~106) than that of 3D extrusion printing, the speed of which declines rapidly at single-micrometer features (as a power law, with a scaling factor of ~2.8) (Fig. 4, D and E, and eq. S1).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [27] source
- cites (Fig. 4, D and E, and eq. S1)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
Findingnone givenFRJS is an additive manufacturing method that uses centrifugal jet spinning to form polymeric micro/nanofibers, which are focused and patterned by a controlled airstream.
“We developed focused rotary jet spinning (FRJS), an additive manufacturing method that uses centrifugal jet spinning to rapidly form polymeric micro/nanofibers, which are then focused and spatially patterned by means of a controlled airstream.”
Quote in the paperSubstantial claimMay combine two claims.
FindingcitationIn FRJS, entrainment pulls fibers into a jet stream blown from the center of the spinneret, and because air speeds outside the jet are orders of magnitude slower, this minimally perturbs fiber formation.
“Next, in a phenomenon known as entrainment (31), fibers are pulled into a jet stream blown from the center of the spinneret. Because air speeds are orders of magnitude slower outside of the jet (fig. S2), this entrainment process minimally perturbs fiber formation (fig. S3).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [31] source
May combine two claims.
Findingown dataAverage ejection fractions were 1.6 ± 1.1% for CA and 3.3 ± 1.7% for HA ventricle scaffolds (n=8 each), with a maximum EF of 5.9% in the helical case.
“This yielded average EFs of 1.6 ± 1.1% and 3.3 ± 1.7% in the CA and HA case, respectively (n = 8 samples each), with a maximum EF of 5.9% observed in the helical case (Fig. 3E).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (Fig. 3E)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Findingown dataFRJS was used to manufacture a dual-chambered ventricle with multiple helical angles and a full-scale human heart model.
“we manufactured both a dual-chambered ventricle (DCV) with multiple helical angles and a full-scale human heart model (Fig. 4).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (Fig. 4)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Findingown dataIn 3D apically stimulated ventricle models, CA scaffolds displayed a conduction velocity of 8.3 cm/s along the long axis, whereas HA ventricles showed an increased conduction velocity of 19.1 cm/s.
“Isochrones of the calcium propagation revealed that CA scaffolds displayed only modest CVs (8.3 cm/s) along the ventricle’s long axis, whereas HA ventricles showed increased CVs (19.1 cm/s) with respect to CA ventricles (Fig. 2C and movie S7).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (Fig. 2C and movie S7)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Findingown dataCA ventricles displayed greater deformations near the base, whereas HA scaffolds showed more uniform deformations.
“As predicted, CA ventricles displayed greater deformations near the base of the ventricle, whereas HA scaffolds showed more-uniform deformations (Fig. 2E).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (Fig. 2E)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Findingown datahiPSC-CMs differentiated in vitro for 15 days total before seeding formed visible spontaneous contractions after 7 days and stained positive for sarcomeric α-actinin.
“hiPSC-CMs were differentiated in vitro for 15 days total before seeding, forming visible spontaneous contractions after 7 days and staining positive for sarcomeric α-actinin (fig. S9).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites (fig. S9)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Findingown dataFRJS can coat targets such as a rotating collection mandrel and a 1-cm ventricle model in about 5 min, forming standalone structures that can be removed and manipulated.
“In each case, targets were coated in ~5 min, forming standalone structures that could be removed and manipulated.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataFRJS can generate helical alignments by collecting fibers on an inclined rotating cylinder and multilayered fiber sheets by using an incrementally rotating disk.
“fibers were collected on an inclined rotating cylinder to generate helical alignments (Fig. 1F and movie S3) and on an incrementally rotating disk to generate multilayered fiber sheets (fig. S6C and movie S4).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn laminar FRJS tissues, longitudinal conduction velocities were higher than transverse conduction velocities, with LCVs of 14.9 ± 5.8 cm/s and TCVs of 9.0 ± 3.7 cm/s (n=9), at ratios of ~1.5 to 2.0.
“We observed higher CVs in the direction of fiber alignment [longitudinal CVs (LCVs)] with respect to transverse CVs (TCVs), with LCVs and TCVs of 14.9 ± 5.8 cm/s and 9.0 ± 3.7 cm/s, respectively (n = 9 samples) at ratios of ~1.5 to 2.0.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe tissues maintained alignment and confluence over the length of the ventricle (~1 cm).
“Together, these findings demonstrated that our tissues maintained their alignment and confluence over the length of the ventricle (~1 cm)”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataFRJS fiber alignment depends on collector angle: tangential collection (θ=0°) yields highly anisotropic fibers (OOP=0.60±0.15), intermediate (θ=60°) yields intermediate alignment (OOP=0.50±0.08), and perpendicular (θ=90°) yields randomly aligned fibers (OOP=0.18±0.03).
“The resulting fibers displayed angle-dependent anisotropy, with tangential, intermediate, and perpendicular collection leading to highly anisotropic (θ = 0°, OOP = 0.60 ± 0.15), intermediate (θ = 60°, OOP = 0.50 ± 0.08), and randomly aligned (θ = 90°, OOP = 0.18 ± 0.03) fiber distributions, respectively.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataTotal cardiac output was 11.7 ± 8.9 μl/s for CA and 24.3 ± 13.5 μl/s for HA ventricle scaffolds (n=8 each).
“Summation of the fluid displacement over systole yields the total CO, with values of 11.7 ± 8.9 μl/s and 24.3 ± 13.5 μl/s (n = 8 samples each) for CA and HA ventricle scaffolds, respectively (fig. S15G).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (fig. S15G)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Findingown dataHA scaffolds displayed approximately four times as much twist (5.4 ± 3.6°, n=7 ventricles) as CA scaffolds, modeling physiological ventricular twist in vitro.
“Conversely, HA scaffolds displayed approximately four times as much twist (5.4 ± 3.6°, n = 7 ventricles) (movie S9), modeling physiological ventricular twist in an in vitro system.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe increase in cardiac output was significant (P < 0.05) and based purely on ventricular tissue alignment.
“This observation represented a significant (P < 0.05) CO increase based purely on ventricular tissue alignment.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCA samples showed greater basal and minimal longitudinal constriction, whereas HA ventricles displayed significant apical shortening with reduced basal deformation (n≥5 ventricles per condition).
“CA samples showed greater basal and minimal longitudinal constriction, whereas HA ventricles displayed significant apical shortening with reduced basal deformation (n≥ 5 ventricles for each condition) (fig. S12).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (fig. S12)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Findingown dataIn each case, targets were coated in <35 min with micro/nanofibers, generating conformal coatings on the exterior.
“In each case, targets were coated in <35 min with micro/nanofibers, generating conformal coatings on the exterior.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataFibers were produced with a total throughput rate of 0.1 g/min, or 0.03 ghm.
“Throughout this process, fibers were produced with a total throughput rate of 0.1 g/min, or 0.03 ghm (grams per hole per minute).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn excised segments of the left ventricle cultured with hiPSC-CMs, cells adhered to the fibers and formed aligned tissues.
“Examining excised segments of the left ventricle, cultured with hiPSC-CMs, we observed that cells adhered to the fibers, forming aligned tissues (fig. S18B).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites (fig. S18B)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
InterpretationreasoningStudying the role of helical muscular alignment on cardiac function requires recreating the multiscale architectures of the heart with controlled alignments and three-dimensional geometries.
“To study the role of helical muscular alignment on cardiac function, it is necessary to recreate the multiscale architectures of the heart, with both controlled alignments and three-dimensional (3D) geometries.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationPrinting a full-size human heart's ECM components at current resolutions (~250 μm) takes hours to days, but at native feature sizes (1 μm) could take hundreds of years if current scaling trends continue.
“Printing the ECM components at current resolutions (~250 μm feature sizes) takes hours to days (22), but at native feature sizes (1 μm) could take hundreds of years if current scaling trends are followed (eq. S1).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [22] source
- cites (eq. S1)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- The authors state this as an assumption: Current scaling trends for 3D extrusion printing continue.
Probably not a substantial claim: may not pass S4 (based).
Premisenone givenUnlike 3D printing, fiber-spinning approaches often fail to recreate complex 3D geometries while maintaining controlled alignments.
“However, unlike 3D printing, fiber-spinning approaches often fail to recreate complex 3D geometries while maintaining controlled alignments.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataThis EF is comparable to values experienced during borderline heart failure and underscores the importance of multiple helical alignments in maintaining healthy cardiac function.
“This EF is comparable to values experienced during borderline heart failure and underscores the importance of multiple helical alignments in maintaining healthy cardiac function.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationCardiomyocytes contract along their long axis during systole while connecting transversely as a bulk material, generating forces primarily along the length of the fibers.
“Because cardiomyocytes contract along their long axis during systole, while connecting transversely as a bulk material (37), they generate forces primarily along the length of the fibers.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [37] source
May combine two claims.
Interpretationown dataFRJS can be employed in hierarchical biofabrication, with the focused air stream providing gross structural morphology at centimeter scale and fibers providing fine structural cues at single-micrometer scale to promote tissue morphogenesis.
“This suggested that FRJS could be effectively employed in hierarchical biofabrication, in which the focused air stream provides gross structural morphology (centimeter scale), whereas fibers provide fine structural (single-micrometer scale) cues to promote tissue morphogenesis.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThe model system was capable of preserving fundamental scaling laws, signifying that helical alignments of the ventricular myocardium result in increased EFs.
“This indicated that our model system was capable of preserving these fundamental scaling laws, signifying that helical alignments of the ventricular myocardium result in increased EFs.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationHelically aligned fiber orientations were selected based on energy minimization constraints, with angles between 20° and 45° predicted to be most energy efficient for pumping fluids.
“HA fiber orientations were selected on the basis of energy minimization constraints, with angles between 20° and 45° predicted to be the most energy efficient for pumping fluids (4).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [4] source
May combine two claims.
InterpretationreasoningDifferences in deformation could result in distinct volumetric displacements, suggesting the possibility for variable ejection fractions based on fiber alignment.
“Additionally, this suggested the possibility for variable EFs on the basis of fiber alignment, as these differences in deformation could result in distinct volumetric displacements.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S1 (asserted). May combine two claims.
InterpretationreasoningFor HA ventricles, fiber length should vary minimally because fibers extend uniformly from apex to base, which should result in more homogeneous deformations with increased apical shortening.
“For HA ventricles, however, fiber length should vary minimally, as fibers extend uniformly from the apex to the base of the ventricle. Overall, this should result in more homogenous deformations for HA ventricles, with increased apical shortening.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningFor CA ventricles made of concentric rings, fiber length is greatest at the base and smallest at the apex, which should result in nonuniform deformations with greater basal displacements and negligible apical displacements.
“For CA ventricles, which are made up of concentric rings, fiber length is greatest at the base, where the radius is largest, and smallest at the apex (Fig. 2D). This should result in nonuniform deformations, with greater displacements in the basal region and negligible displacements at the apex.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
Interpretationnone givenThe work presented provides an initial pathway toward achieving hierarchical patterning while maintaining 3D cell alignment.
“However, the work presented here provides an initial pathway toward achieving hierarchical patterning while maintaining 3D cell alignment.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningFRJS may serve an important role in other additive manufacturing applications because it provides production rates comparable to current industrial processes while enabling micro/nanoscale feature sizes and controlled 3D alignments.
“In addition to biofabrication, FRJS may serve an important role in other additive manufacturing applications, as it provides production rates comparable to those of current industrial processes while enabling micro/nanoscale feature sizes and controlled 3D alignments.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataWith the fiber-based approach, local structures can be preserved across entire tissue volumes, allowing hierarchical assembly of tissues.
“With our fiber-based approach, these local structures can be preserved across entire tissue volumes, allowing for the hierarchical assembly of tissues.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenThe high surface area-to-volume ratio of micro- and nanofibers makes them ideal candidates for controlled absorbance and release of chemical species.
“The high surface area–to–volume ratio of micro- and nanofibers makes them ideal candidates for the controlled absorbance and release of chemical species.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataFRJS is amenable to rapidly manufacturing fiber scaffolds spanning multiple length scales and can be adapted to different geometries.
“Collectively, these observations demonstrated that FRJS is amenable to rapidly manufacturing fiber scaffolds spanning multiple length scales and can be adapted to different geometries.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
InterpretationreasoningFRJS may be an important technique for industrial manufacturing processes that use hierarchical design principles, for which control over several orders of spatial magnitude is needed.
“This suggests that FRJS may be an important technique for industrial manufacturing process that use hierarchical design principles, for which control over several orders of spatial magnitude is needed.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataBiofabrication using FRJS allowed rapid assembly of functional 3D ventricle models capable of recapitulating emergent phenomena in vitro, including ventricular twist, strain displacement, and myocardial angle-dependent EFs.
“Biofabrication using FRJS allowed for the rapid assembly of functional 3D ventricle models capable of recapitulating emergent phenomena in vitro, including ventricular twist, strain displacement, and myocardial angle-dependent EFs.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThese proof-of-concept 3D organ models demonstrate that FRJS scaffolds support human-derived tissues and allow rapid assembly of full-size models of the musculature.
“These proof-of-concept 3D organ models demonstrate that FRJS scaffolds support human-derived tissues and allow for rapid assembly of full-size models of the musculature.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationAlthough full-size anatomical models have previously been produced with thermoplastics and hydrogels, these systems typically lack the micrometer-scale features needed to direct myocyte alignment.
“Although full-size anatomical models have previously been produced with thermoplastics and hydrogels (22), these systems typically lack the micrometer-scale features needed to direct myocyte alignment.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [22] source
The authors state this as an assumption.
Current scaling trends for 3D extrusion printing continue.
“if current scaling trends are followed (eq. S1)”
The paper relies on this without support.
Fibers can be used to direct tissue formation.
“Because fibers can be used to direct tissue formation”
The paper relies on this without support.
Submerged gelatin fibers are a poor dielectric.
“However, submerged gelatin fibers are a poor dielectric”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Building organ models that mimic 3D geometry requires additive manufacturing strategies.
“Specifically, to build organ models that mimic the 3D geometry requires additive manufacturing strategies15, 20.”
From Fibre-infused gel scaffolds guide cardiomyocyte alignment in 3D-printed ventricles (2023) · cites this paper as [15]
The Abstract describes focused rotary jet spinning as an additive manufacturing approach for fabricating scaffolds in three-dimensional geometries. The section on dual-chambered ventricles and full-scale heart models reports using it to build a full-size heart model. This supports additive manufacturing as a strategy for such models, but the paper does not establish that it is required. (LLM, conf=0.83)
Experimental — accuracy not yet measuredThe hiPSC-CM based ventricular volumetric change between peak contraction and peak relaxation was 5.94 ± 1.66 % (n = 4), which is 2~5 and 8~20 times higher than values previously reported as ejection fraction for NRVM and hiPSC-CM in vitro ventricle models.
“We calculated our hiPSC-CM based ventricular volumetric change between peak contraction and peak relaxation to be 5.94 ± 1.66 % (n = 4, mean ± SEM, Fig. 4g), which is 2~5 and 8~20 times higher than values previously reported (ejection fraction) for NRVM and hiPSC-CM in vitro ventricle models, respectively13, 15, 32.”
From Fibre-infused gel scaffolds guide cardiomyocyte alignment in 3D-printed ventricles (2023) · cites this paper as [15]
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measuredUsing an in vivo PV catheter raises concern about measurement accuracy in the absence of blood due to conductivity differences with cell culture medium and with tissue properties differing from the native myocardium.
“Using an in vivo PV catheter raises concern about measurement accuracy in the absence of blood due to conductivity differences with cell culture medium and with tissue properties differing from the native myocardium (Chang et al., 2022).”
From Mini-hearts for disease modeling and drug testing – process optimization versus biological functionality (2026) · cites this paper as Chang et al., 2022
In “Cardiac output and ejection fractions” (page unavailable), the authors report that submerged gelatin fibers were a poor dielectric, making conductance-catheter measurements in their synthetic ventricles inconsistent. This supports concern about measurement accuracy, but the passage does not attribute the problem to the absence of blood, conductivity differences between blood and culture medium, or a comparison with native myocardium. (LLM, conf=0.86)
Experimental — accuracy not yet measuredExisting models span a wide range, from approximately 174,000 cells per ECC to about 15 million cells, directly influencing both production cost and feasibility.
“Existing models span a wide range - from approximately 174,000 cells per ECC to about 15 million cells - directly influencing both production cost and feasibility (Lee et al., 2008; Chang et al., 2022; Kupfer et al., 2020).”
From Mini-hearts for disease modeling and drug testing – process optimization versus biological functionality (2026) · cites this paper as Chang et al., 2022
The Discussion (page unavailable) says that generating large numbers of cardiomyocytes is necessary for organ biofabrication, supporting the general feasibility concern. It does not give either cell count, compare counts across existing models, or link cell numbers to production cost (searched: “174,000 cells per ECC” and “15 million cells”). (LLM, conf=0.76)
Experimental — accuracy not yet measuredGelatin fibers produced by rotary jet spinning and truncated by ultrasonication had a length of 85.9 ± 2.53 μm and a diameter of 4.20 ± 0.23 μm.
“Gelatin fibers produced by rotary jet spinning (Supplementary Fig. 1b) 14, 15 were truncated by ultrasonication to a length of 85.9 ± 2.53 μm with a diameter of 4.20 ± 0.23 μm (mean ± SEM), reducing variance in length and enabling passage through the printing nozzle with a diameter of 200 μm (Supplementary Fig. 1c–d).”
From Fibre-infused gel scaffolds guide cardiomyocyte alignment in 3D-printed ventricles (2023) · cites this paper as [15]
Kupfer et al., Chang et al. and Choi et al. reported volumetric performance data, with Kupfer et al. additionally demonstrating Pressure Difference (ΔP) measurements.
“Nonetheless, Kupfer et al., Chang et al. and Choi et al. reported volumetric performance data, with Kupfer et al. additionally demonstrating Pressure Difference (ΔP) measurements (Kupfer et al., 2020; Chang et al., 2022; Choi et al., 2023).”
From Mini-hearts for disease modeling and drug testing – process optimization versus biological functionality (2026) · cites this paper as Chang et al., 2022
Chang et al. demonstrated that differences in fiber angle can significantly influence cardiac function.
“For example, Chang et al. demonstrated that differences in fiber angle can significantly influence cardiac function (Chang et al., 2022).”
From Mini-hearts for disease modeling and drug testing – process optimization versus biological functionality (2026) · cites this paper as Chang et al., 2022
These methods oftentimes involve scaffolds which might interfere with tissue properties.
“In addition, these methods oftentimes involve scaffolds which might interfere with tissue properties (Patel and Birla, 2018; Chang et al., 2022; Choi et al., 2023; MacQueen et al., 2018; Michas et al., 2022; Xie et al., 2023; Williams et al., 2025).”
From Mini-hearts for disease modeling and drug testing – process optimization versus biological functionality (2026) · cites this paper as Chang et al., 2022
Cites
Electrospinning of Nanofibers: Reinventing the Wheel?
Li, D., & Younan Xia, A. (2004) · Advanced Materials · doi:10.1002/adma.200400719 · Cited by 5,541 · see citing works
Wall stress and patterns of hypertrophy in the human left ventricle.
Grossman, W., Jones, D., & McLaurin, L. P. (1975) · Journal of Clinical Investigation · doi:10.1172/jci108079 · Cited by 2,403 · see citing works
3D bioprinting of collagen to rebuild components of the human heart
Lee, A., Hudson, A. R., Shiwarski, D. J., Tashman, J. W., Hinton, T. J., Yerneni, S., Bliley, J. M., Campbell, P. G., & Feinberg, A. W. (2019) · Science · doi:10.1126/science.aav9051 · Cited by 1,782 · see citing works
Lian, X., Zhang, J., Azarin, S. M., Zhu, K., Hazeltine, L. B., Bao, X., Hsiao, C., Kamp, T. J., & Palecek, S. P. (2013) · Nature Protocols · doi:10.1038/nprot.2012.150 · Cited by 1,748 · see citing works
3D Printing of Personalized Thick and Perfusable Cardiac Patches and Hearts
Noor, N., Shapira, A., Edri, R., Gal, I., Wertheim, L., & Dvir, T. (2019) · Advanced Science · doi:10.1002/advs.201900344 · Cited by 1,042 · see citing works
Biomanufacturing of organ-specific tissues with high cellular density and embedded vascular channels
Skylar‐Scott, M. A., Uzel, S. G. M., Nam, L. L., Ahrens, J. H., Truby, R. L., Damaraju, S., & Lewis, J. A. (2019) · Science Advances · doi:10.1126/sciadv.aaw2459 · Cited by 953 · see citing works
Instrumented cardiac microphysiological devices via multimaterial three-dimensional printing
Lind, J. U., Busbee, T. A., Valentine, A. D., Pasqualini, F. S., Yuan, H., Yadid, M., Park, S.-J., Kotikian, A., Nesmith, A. P., Campbell, P. H., et al. (2017) · Nature Materials · doi:10.1038/nmat4782 · Cited by 863 · see citing works
Self-citationTwist Mechanics of the Left Ventricle
Sengupta, P. P., Tajik, A. J., Chandrasekaran, K., & Khandheria, B. K. (2008) · JACC: Cardiovascular Imaging · doi:10.1016/j.jcmg.2008.02.006 · Cited by 604 · see citing works
Turbulence: An Introduction for Scientists and Engineers
Davidson, P. (2015) · doi:10.1093/acprof:oso/9780198722588.001.0001 · Cited by 580 · see citing works
Nanofiber Assembly by Rotary Jet-Spinning
Badrossamay, M. R., McIlwee, H. A., Goss, J. A., & Parker, K. K. (2010) · Nano Letters · doi:10.1021/nl101355x · Cited by 518 · see citing works
Self-citation(1979) · PubMed · Cited by 470 · see citing works
The Living Heart Project: A robust and integrative simulator for human heart function
Baillargeon, B., Rebelo, N., Fox, D. D., Taylor, R. L., & Kuhl, E. (2014) · European Journal of Mechanics - A/Solids · doi:10.1016/j.euromechsol.2014.04.001 · Cited by 370 · see citing works
Kupfer, M. E., Lin, W.-H., Ravikumar, V., Qiu, K., Wang, L., Gao, L., Bhuiyan, D. B., Lenz, M., Ai, J., Mahutga, R. R., et al. (2020) · Circulation Research · doi:10.1161/circresaha.119.316155 · Cited by 329 · see citing works
Laminar fiber architecture and three-dimensional systolic mechanics in canine ventricular myocardium
Costa, K. D., Takayama, Y., McCulloch, A. D., & Covell, J. W. (1999) · American Journal of Physiology-Heart and Circulatory Physiology · doi:10.1152/ajpheart.1999.276.2.h595 · Cited by 313 · see citing works
Hung, C.-L., Verma, A., Uno, H., Shin, S.-H., Bourgoun, M., Hassanein, A. H., McMurray, J. J., Velazquez, E. J., Kober, L., Pfeffer, M. A., et al. (2010) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2010.06.044 · Cited by 305 · see citing works
FRESH 3D Bioprinting a Full-Size Model of the Human Heart
Mirdamadi, E., Tashman, J. W., Shiwarski, D. J., Palchesko, R. N., & Feinberg, A. W. (2020) · ACS Biomaterials Science & Engineering · doi:10.1021/acsbiomaterials.0c01133 · Cited by 292 · see citing works
Davis, J. S., Hassanzadeh, S., Winitsky, S., Lin, H., Satorius, C., Vemuri, R., Aletras, A. H., Wen, H., & Epstein, N. D. (2001) · Cell · doi:10.1016/s0092-8674(01)00586-4 · Cited by 271 · see citing works
Rohr, S., Kucera, J. P., & Kléber, A. G. (1998) · Circulation Research · doi:10.1161/01.res.83.8.781 · Cited by 271 · see citing works
Fiber Orientation and Ejection Fraction in the Human Left Ventricle
Sallin, E. A. (1969) · Biophysical Journal · doi:10.1016/s0006-3495(69)86429-5 · Cited by 240 · see citing works
Ventricular Geometry, Strain, and Rotational Mechanics in Pulmonary Hypertension
Puwanant, S., Park, M., Popović, Z. B., Tang, W. H. W., Farha, S., George, D., Sharp, J., Puntawangkoon, J., Loyd, J. E., Erzurum, S. C., et al. (2010) · Circulation · doi:10.1161/circulationaha.108.844340 · Cited by 240 · see citing works
An autonomously swimming biohybrid fish designed with human cardiac biophysics
Lee, K. Y., Park, S., Matthews, D. G., Kim, S. L., Marquez, C. A., Zimmerman, J. F., Ardoña, H. A. M., Kléber, A. G., LAUDER, G. V., & Parker, K. K. (2022) · Science · doi:10.1126/science.abh0474 · Cited by 231 · see citing works
Self-citationA tissue-engineered scale model of the heart ventricle
MacQueen, L. A., Sheehy, S. P., Chantre, C. O., Zimmerman, J. F., Pasqualini, F. S., Liu, X., Goss, J. A., Campbell, P. H., Gonzalez, G. M., Park, S.-J., et al. (2018) · Nature Biomedical Engineering · doi:10.1038/s41551-018-0271-5 · Cited by 227 · see citing works
Self-citationGo, J., Schiffres, S. N., Stevens, A. G., & Hart, A. J. (2017) · Additive manufacturing · doi:10.1016/j.addma.2017.03.007 · Cited by 225 · see citing works
MacGowan, G. A., Shapiro, E. P., Azhari, H., SIU, C. O., Hees, P. S., Hutchins, G. M., Weiss, J. L., & Rademakers, F. E. (1997) · Circulation · doi:10.1161/01.cir.96.2.535 · Cited by 190 · see citing works
Epicardial deformation and left ventricular wall mechanisms during ejection in the dog
Arts, T. G. J., Veenstra, P. C., & Reneman, R. S. (1982) · American Journal of Physiology-Heart and Circulatory Physiology · doi:10.1152/ajpheart.1982.243.3.h379 · Cited by 166 · see citing works
Recapitulating maladaptive, multiscale remodeling of failing myocardium on a chip
McCain, M. L., Sheehy, S. P., Grosberg, A., Goss, J. A., & Parker, K. K. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1304913110 · Cited by 163 · see citing works
Self-citationNormal and Abnormal Conduction in the Heart
Kléber, A. G., Janse, M. J., & Fast, V. G. (2002) · Comprehensive physiology · doi:10.1002/cphy.cp020112 · Cited by 151 · see citing works
Myocardial fiber architecture and left ventricular function
Ingels, N. B. (1997) · Technology and Health Care · doi:10.3233/thc-1997-51-205 · Cited by 145 · see citing works
Left Ventricular Twist and Torsion: Research Observations and Clinical Applications
Omar, A. M. S., Vallabhajosyula, S., & Sengupta, P. P. (2015) · Circulation: Cardiovascular Imaging · doi:10.1161/circimaging.115.003029 · Cited by 137 · see citing works
Influence of anisotropic conduction properties in the propagation of the cardiac action potential
Valderrábano, M. (2007) · Progress in Biophysics and Molecular Biology · doi:10.1016/j.pbiomolbio.2007.03.014 · Cited by 125 · see citing works
JetValve: Rapid manufacturing of biohybrid scaffolds for biomimetic heart valve replacement
Capulli, A. K., Emmert, M. Y., Pasqualini, F. S., Kehl, D., Caliskan, E., Lind, J. U., Sheehy, S. P., Park, S. J., Ahn, S., Weber, B., et al. (2017) · Biomaterials · doi:10.1016/j.biomaterials.2017.04.033 · Cited by 112 · see citing works
Self-citation3D Nanoprinting of Perovskites
Chen, M., Yang, J., Wang, Z., Xu, Z., Lee, H., Lee, H., Zhou, Z., Feng, S., Lee, S., Pyo, J., et al. (2019) · Advanced Materials · doi:10.1002/adma.201904073 · Cited by 108 · see citing works
Structural Phenotyping of Stem Cell-Derived Cardiomyocytes
Pasqualini, F. S., Sheehy, S. P., Agarwal, A., Aratyn-Schaus, Y., & Parker, K. K. (2015) · Stem Cell Reports · doi:10.1016/j.stemcr.2015.01.020 · Cited by 101 · see citing works
Self-citationKara, Y., & Molnár, K. (2022) · Journal of Industrial Textiles · doi:10.1177/15280837211019488 · Cited by 97 · see citing works
Quantitation of Collagen in Human Myocardium
(1957) · doi:10.1161/01.res.5.4.357 · Cited by 96 · see citing works
Li, Y., Asfour, H., & Bursac, N. (2017) · Acta Biomaterialia · doi:10.1016/j.actbio.2017.04.027 · Cited by 95 · see citing works
Normal Left Ventricular Ejection Fraction in Older Persons With Congestive Heart Failure
Aronow, W. S., Ahn, C. W., & Kronzon, I. (1998) · CHEST Journal · doi:10.1378/chest.113.4.867 · Cited by 87 · see citing works
Design and Fabrication of Fibrous Nanomaterials Using Pull Spinning
Deravi, L. F., Sinatra, N. R., Chantre, C. O., Nesmith, A. P., Yuan, H., Deravi, S. K., Goss, J. A., MacQueen, L. A., Badrossamy, M. R., Gonzalez, G. M., et al. (2017) · Macromolecular Materials and Engineering · doi:10.1002/mame.201600404 · Cited by 60 · see citing works
Self-citationNguyen‐Truong, M., Li, Y. V., & Wang, Z. (2020) · Bioengineering · doi:10.3390/bioengineering7040122 · Cited by 53 · see citing works
<b>Myocardial Energetics In Cardiac Hypertrophy</b>
Zhang, J. (2002) · Clinical and Experimental Pharmacology and Physiology · doi:10.1046/j.1440-1681.2002.03657.x · Cited by 49 · see citing works
Carruth, E. D., McCulloch, A. D., & Omens, J. H. (2016) · Progress in Biophysics and Molecular Biology · doi:10.1016/j.pbiomolbio.2016.11.004 · Cited by 38 · see citing works
Stephenson, R. S., Agger, P., Lunkenheimer, P. P., Zhao, J., Smerup, M., Niederer, P., Anderson, R. H., & Jarvis, J. C. (2016) · Clinical Anatomy · doi:10.1002/ca.22661 · Cited by 33 · see citing works
Functional Imaging and Modelling of the Heart
(2017) · doi:10.1007/978-3-319-59448-4 · Cited by 30 · see citing works
Kléber, A. G., & Jin, Q. (2021) · Biophysics Reviews · doi:10.1063/5.0050192 · Cited by 29 · see citing works
Self-citationAgger, P., Ilkjær, C., Laustsen, C., Smerup, M., Frandsen, J. R., Ringgaard, S., Pedersen, M., Partridge, J. B., Anderson, R. H., & Hjortdal, V. (2016) · Journal of Cardiovascular Magnetic Resonance · doi:10.1186/s12968-017-0404-0 · Cited by 28 · see citing works
How are the cardiomyocytes aggregated together within the walls of the left ventricular cone?
Anderson, R. H., Niederer, P. F., Sanchez‐Quintana, D., Stephenson, R. S., & Agger, P. (2019) · Journal of Anatomy · doi:10.1111/joa.13027 · Cited by 22 · see citing works
Effect of Fiber Geometry on Pulsatile Pumping and Energy Expenditure
Grosberg, A., Gharib, M., & Kheradvar, A. (2009) · Bulletin of Mathematical Biology · doi:10.1007/s11538-009-9414-x · Cited by 19 · see citing works
Carruth, E. D., Teh, I., Schneider, J. E., McCulloch, A. D., Omens, J. H., & Frank, L. R. (2020) · Journal of Cardiovascular Magnetic Resonance · doi:10.1186/s12968-020-00615-1 · Cited by 12 · see citing works
Assessing Myocardial Architecture: The Challenges and Controversies
Agger, P., & Stephenson, R. S. (2020) · Journal of Cardiovascular Development and Disease · doi:10.3390/jcdd7040047 · Cited by 11 · see citing works
Flagged first, then by citations
1 of the 53 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Recent advances in regenerative biomaterials
Cao, D., & Ding, J. (2022) · Regenerative Biomaterials · doi:10.1093/rb/rbac098 · Cited by 274 · see citing works
Fibre-infused gel scaffolds guide cardiomyocyte alignment in 3D-printed ventricles
Choi, S., Lee, K. Y., Kim, S. L., MacQueen, L. A., Chang, H., Zimmerman, J. F., Jin, Q., Peters, M. M., Ardoña, H. A. M., Liu, X., et al. (2023) · Nature Materials · doi:10.1038/s41563-023-01611-3 · Cited by 212 · see citing works
Self-citationSi, Y., Shi, S., & Hu, J. (2022) · Nano Today · doi:10.1016/j.nantod.2022.101723 · Cited by 162 · see citing works
Fibres—threads of intelligence—enable a new generation of wearable systems
Dang, C., Wang, Z., Hughes‐Riley, T., Dias, T., Qian, S., Wang, Z., Wang, X., Liu, M., Yu, S., Liu, R., et al. (2024) · Chemical Society Reviews · doi:10.1039/d4cs00286e · Cited by 137 · see citing works
Biofabrication methods for reconstructing extracellular matrix mimetics
Aazmi, A., Zhang, D., Mazzaglia, C., Yu, M., Wang, Z., Yang, H., Huang, Y. Y. S., & Ma, L. (2023) · Bioactive Materials · doi:10.1016/j.bioactmat.2023.08.018 · Cited by 138 · see citing works
Direct 3D‐Bioprinting of hiPSC‐Derived Cardiomyocytes to Generate Functional Cardiac Tissues
Esser, T. U., Anspach, A., Muenzebrock, K. A., Kah, D., Schrüfer, S., Schenk, J., Heinze, K. G., Schubert, D. W., Fabry, B., & Engel, F. B. (2023) · Advanced Materials · doi:10.1002/adma.202305911 · Cited by 75 · see citing works
Zhang, Y., Friec, A. L., Zhang, Z., Müller, C., Du, T., Dong, M., Liu, Y., & Chen, M. (2023) · Materials Today · doi:10.1016/j.mattod.2023.09.005 · Cited by 73 · see citing works
As Fiber Meets with AIE: Opening a Wonderland for Smart Flexible Materials
Li, H., Jin, B., Wang, Y., Deng, B., Wang, D., & Tang, B. Z. (2022) · Advanced Materials · doi:10.1002/adma.202210085 · Cited by 59 · see citing works
Multiscale polymeric fibers for drug delivery and tissue engineering
Mu, J., Luo, D., Li, W., & Ding, Y. (2023) · Biomedical Technology · doi:10.1016/j.bmt.2023.05.001 · Cited by 55 · see citing works
Advances in cardiac tissue engineering and heart‐on‐a‐chip
Kieda, J., Shakeri, A., Landau, S., Wang, E. Y., Zhao, Y., Lai, B. F., Okhovatian, S., Wang, Y., Jiang, R., & Radisic, M. (2023) · Journal of Biomedical Materials Research Part A · doi:10.1002/jbm.a.37633 · Cited by 53 · see citing works
Emerging technologies for cardiac tissue engineering and artificial hearts
Sun, L., Wang, Y., Xu, D., & Zhao, Y. (2023) · Smart Medicine · doi:10.1002/smmd.20220040 · Cited by 44 · see citing works
Advanced Nanomaterials in Medical 3D Printing
Liu, H., He, L., Kuzmanović, M., Huang, Y., Zhang, L., Zhang, Y., Zhu, Q., Ren, Y., Dong, Y., Cardon, L., et al. (2023) · Small Methods · doi:10.1002/smtd.202301121 · Cited by 41 · see citing works
Xu, F., Jin, H., Liu, L., Yang, Y., Cen, J., Wu, Y., Chen, S., & Sun, D. (2024) · Microsystems & Nanoengineering · doi:10.1038/s41378-024-00692-7 · Cited by 41 · see citing works
Guo, Y., Luo, Y., Liu, L., Ma, C., Liu, C., Wang, J., Gao, X., Yao, X., & Ju, J. (2023) · Journal of Materials Chemistry A · doi:10.1039/d3ta01839c · Cited by 37 · see citing works
Recent advancements in polymeric heart valves: From basic research to clinical trials
Wang, Y., Fu, Y., Wang, Q., Kong, D., Wang, Z., & Liu, J. (2024) · Materials Today Bio · doi:10.1016/j.mtbio.2024.101194 · Cited by 41 · see citing works
Tunable Macroscopic Alignment of Self-Assembling Peptide Nanofibers
Farsheed, A. C., Delgado, C. Z., Yu, L. T., Saeidifard, S., Swain, J. W. R., Makhoul, J. T., Thomas, A. J., Cole, C. C., Huitron, E. I. G., Grande-Allen, K. J., et al. (2024) · ACS Nano · doi:10.1021/acsnano.4c02030 · Cited by 34 · see citing works
Hwang, D. G., Choi, H., Yong, U., Kim, D., Kang, W., Park, S., & Jang, J. (2024) · Advanced Materials · doi:10.1002/adma.202400364 · Cited by 35 · see citing works
FRESH™ 3D bioprinted cardiac tissue, a bioengineered platform for in vitro pharmacology
Finkel, S., Sweet, S., Locke, T., Smith, S., Wang, Z., Sandini, C., Imredy, J. P., He, Y., Durante, M. R., Lagrutta, A., et al. (2023) · APL Bioengineering · doi:10.1063/5.0163363 · Cited by 33 · see citing works
Baghersad, S., Kumar, A. S., Kipper, M. J., Popat, K. C., & Wang, Z. (2023) · Journal of Functional Biomaterials · doi:10.3390/jfb14050269 · Cited by 33 · see citing works
Advances in 3D Bioprinted Cardiac Tissue Using Stem Cell-Derived Cardiomyocytes
Bliley, J. M., Stang, M. A., Behre, A., & Feinberg, A. W. (2024) · Stem Cells Translational Medicine · doi:10.1093/stcltm/szae014 · Cited by 38 · see citing works
Fibrous wearable and implantable bioelectronics
Sadri, B., & Gao, W. F. (2023) · Applied Physics Reviews · doi:10.1063/5.0152744 · Cited by 29 · see citing works
On-demand heart valve manufacturing using focused rotary jet spinning
Motta, S. E., Peters, M. M., Chantre, C. O., Chang, H., Cera, L., Liu, Q., Cordoves, E. M., Fioretta, E. S., Zaytseva, P., Cesarovic, N., et al. (2023) · Matter · doi:10.1016/j.matt.2023.05.025 · Cited by 29 · see citing works
Self-citationSmart textiles for chronic disease management: Advancements, applications, and future prospects
Wang, Z., Zhao, X., Yan, K., Zhang, P., Zhang, S., & Fan, H. (2025) · Materials Science and Engineering R Reports · doi:10.1016/j.mser.2025.100987 · Cited by 26 · see citing works
Spatiotemporal cell junction assembly in human iPSC-CM models of arrhythmogenic cardiomyopathy
Kim, S. L., Trembley, M. A., Lee, K. Y., Choi, S., MacQueen, L. A., Zimmerman, J. F., de Wit, L. H. C., Shani, K., Henze, D. E., Drennan, D. J., et al. (2023) · Stem Cell Reports · doi:10.1016/j.stemcr.2023.07.005 · Cited by 21 · see citing works
Self-citationLiang, Q., Chen, S., Hua, S., Jiang, W., Zhan, J., Pu, C., Lin, R., He, Y., Hou, H., & Qiu, X. (2024) · Advanced Science · doi:10.1002/advs.202400002 · Cited by 22 · see citing works
Dileep, D., Syed, T. A., Sloan, T. F. W., Dhandapany, P. S., Kaleem Siddiqi, A., & Sirajuddin, M. (2023) · The EMBO Journal · doi:10.15252/embj.2022113288 · Cited by 21 · see citing works
Rotary Jet Spinning (RJS): A Key Process to Produce Biopolymeric Wound Dressings
Bahú, J. O., de Andrade, L. R. M., Crivellin, S., Khouri, N. G., Sousa, S. O., Fernandes, L. M. I., de Souza, S. D. A., Concha, L. S. C., Schiavon, M. I. R. B., Benites, C. I., et al. (2022) · Pharmaceutics · doi:10.3390/pharmaceutics14112500 · Cited by 19 · see citing works
Bioinspired design of a tissue-engineered ray with machine learning
Zimmerman, J. F., Drennan, D. J., Ikeda, J., Jin, Q., Ardoña, H. A. M., Kim, S. L., Ishii, R., & Parker, K. K. (2025) · Science Robotics · doi:10.1126/scirobotics.adr6472 · Cited by 17 · see citing works
Self-citationCedillo‐Servín, G., Al-Jehani, E. A. A., Rossy, T., Teixeira, S. P. B., Sage, F., Domingues, R. M. A., Raman, R., & Castilho, M. D. (2025) · Trends in biotechnology · doi:10.1016/j.tibtech.2025.05.004 · Cited by 15 · see citing works
Bakırcı, E., Adib, A. A., Ashraf, S. F., & Feinberg, A. W. (2025) · Biofabrication · doi:10.1088/1758-5090/adb7c3 · Cited by 17 · see citing works
Yao, Z., Kuang, Y., Wu, H., Lundqvist, E. M., Fu, X., Celt, N., Pei, J., Yee, A. F., & Ardoña, H. A. M. (2024) · Advanced Materials · doi:10.1002/adma.202312231 · Cited by 15 · see citing works
Self-citationMultidirectional Filamented Light Biofabrication Creates Aligned and Contractile Cardiac Tissues
Jones, L. S., Filippi, M., Michelis, M. Y., Balciunaite, A., Yaşa, Ö., Aviel, G., Narciso, M., Freedrich, S., Generali, M., Tzahor, E., et al. (2024) · Advanced Science · doi:10.1002/advs.202404509 · Cited by 15 · see citing works
Engineering Multi‐Scale Organization for Biotic and Organic Abiotic Electroactive Systems
Yao, Z., Lundqvist, E. M., Kuang, Y., & Ardoña, H. A. M. (2023) · Advanced Science · doi:10.1002/advs.202205381 · Cited by 13 · see citing works
Self-citationZeng, Q., Yang, Y., Wang, H., Tan, Y., Wang, Z., Chai, M., Lu, Z., He, S., Yang, H., Zhang, J. Z., et al. (2025) · Biomaterials · doi:10.1016/j.biomaterials.2025.123573 · Cited by 19 · see citing works
Self-organizing behaviors of cardiovascular cells on synthetic nanofiber scaffolds
Peters, M. M., Brister, J. K., Tang, E. M., Zhang, F. W., Lucian, V. M., Trackey, P. D., Bone, Z., Zimmerman, J. F., Jin, Q., Burpo, F. J., et al. (2023) · APL Bioengineering · doi:10.1063/5.0172423 · Cited by 12 · see citing works
Self-citationLi, G., Wang, G., Wei, W., Li, Z., Xiao, Q., He, H., Luo, D., Chen, L., Li, J., Zhang, X., et al. (2024) · Medical Physics · doi:10.1002/mp.17284 · Cited by 12 · see citing works
Bioprinting approaches in cardiac tissue engineering to reproduce blood-pumping heart function
Kim, M. J., Hwang, D. G., & Jang, J. (2024) · iScience · doi:10.1016/j.isci.2024.111664 · Cited by 13 · see citing works
Thomas, D., & Wu, J. C. (2025) · iScience · doi:10.1016/j.isci.2025.113003 · Cited by 14 · see citing works
Marino, S., Al-Hijailan, R. S., Alonaizan, R., Gabetti, S., Massai, D., & Pesce, M. (2025) · Gels · doi:10.3390/gels11080593 · Cited by 12 · see citing works
Nanoengineered extrusion-aligned tract bioprinting enables functional repair of spinal cord injuries
Huang, W., Chen, S., Li, K., Ding, Y., Zhan, B., Zhao, D., Xu, G., Guo, H., Sun, C., Yuan, R., et al. (2026) · Cell stem cell · doi:10.1016/j.stem.2025.12.021 · Cited by 16 · see citing works
Focused rotary jet spinning: A novel fiber technology for heart biofabrication
Liu, M., Lin, Z., Wang, X., & Yan, W. (2022) · Matter · doi:10.1016/j.matt.2022.08.013 · Cited by 10 · see citing works
Li, Q., Yu, S. M., Wang, Y., et al. (2025) · Trends in biotechnology · doi:10.1016/j.tibtech.2024.11.019 · Cited by 9 · see citing works
Biohybrid printing approaches for cardiac pathophysiological studies
Hwang, D. G., Kang, W., Park, S., & Jang, J. (2024) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2024.116420 · Cited by 8 · see citing works
Advancing organ-on-chip systems: the role of microfluidics in neuro-cardiac research
Ferreira, M. J., Colombani, S., Bernardin, A. A., Lacampagne, A., Pasquié, J., Costa, P. F., Charlot, B., & Méli, A. C. (2025) · Current Research in Pharmacology and Drug Discovery · doi:10.1016/j.crphar.2025.100227 · Cited by 9 · see citing works
Spatially defined microenvironment for engineering organoids
Zhang, Y., Qi, F., Chen, P., Liu, B., & Li, Y. (2024) · Biophysics Reviews · doi:10.1063/5.0198848 · Cited by 9 · see citing works
Integrating Hierarchical Vasculature into Engineered Cardiac Tissues
Zhuang, R. Z., Chesnais, F., & Vunjak‐Novakovic, G. (2025) · Advanced Materials · doi:10.1002/adma.202509242 · Cited by 10 · see citing works
Heart-on-a-chip and vasculature-on-a-chip platforms as models of cardiovascular disease
Khosravi, R., & Radisic, M. (2026) · Nature Reviews Cardiology · doi:10.1038/s41569-026-01255-1 · Cited by 12 · see citing works
Sriram, M., Priya, S., & Katti, D. S. (2024) · Biofabrication · doi:10.1088/1758-5090/ad331a · Cited by 7 · see citing works
Kim, S. J., & Jang, J. (2024) · Journal of Cardiovascular Intervention · doi:10.54912/jci.2024.0027 · Cited by 6 · see citing works
Self-citationFang, Y., Lu, B., Sun, R., Yang, P., Ye, Y., Ye, M., Zhang, Z., Yang, Y., Liu, Z., Xia, J., et al. (2026) · Cell Biomaterials · doi:10.1016/j.celbio.2025.100306 · Cited by 8 · see citing works
Zhang, H. L., Sinha, S., Cameron, R. E., & Best, S. M. (2023) · Polymers · doi:10.3390/polym15224420 · Cited by 4 · see citing works
Engineering immune organoids to regenerate host immune system
Patel, S., Liu, W., Ravikumar, K., McCormick, C., & Fan, Y. (2024) · Current Opinion in Genetics & Development · doi:10.1016/j.gde.2024.102276 · Cited by 6 · see citing works
Computational Modeling Meets 3D Bioprinting: Emerging Synergies in Cardiovascular Disease Modeling
Mukherjee, T., Amoli, M. S., Rezapourdamanab, S., Shammas, L. R. E., Tomov, M., Mendiola, E. A., Serpooshan, V., & Avazmohammadi, R. (2026) · Advanced Healthcare Materials · doi:10.1002/adhm.202503034 · Cited by 5 · see citing works
Genetically Modified Porcine-to-Human Cardiac Xenotransplantation
Uzoigwe, C. E., & Ali, O. (2022) · New England Journal of Medicine · doi:10.1056/nejmc2210401 · Cited by 5 · see citing works
Biofabrication strategies for cardiac tissue engineering
Okhovatian, S., Khosravi, R., Wang, E. Y., Zhao, Y., & Radisic, M. (2024) · Current Opinion in Biotechnology · doi:10.1016/j.copbio.2024.103166 · Cited by 6 · see citing works
Engineering the cardiac tissue microenvironment
Ronan, G., Bahcecioglu, G., Aliyev, N., & Zorlutuna, P. (2024) · Progress in Biomedical Engineering · doi:10.1088/2516-1091/ad0ea7 · Cited by 4 · see citing works
Bioprinted Excitable Tissues with Multistimulation Systems for Promoting Function and Maturation
Yong, U., Park, J., & Jang, J. (2025) · Advanced NanoBiomed Research · doi:10.1002/anbr.202500107 · Cited by 5 · see citing works
Motta, S. E., Martin, M., Gähwiler, E. K. N., Visser, V. L., Zaytseva, P., Ehterami, A., Hoerstrup, S. P., & Emmert, M. Y. (2023) · Stem Cells Translational Medicine · doi:10.1093/stcltm/szad002 · Cited by 6 · see citing works
Self-citationA new paradigm in transplant immunology: At the crossroad of synthetic biology and biomaterials
Zhang, Z., Ding, L.-Y., Zuo, X.-L., Feng, H., & Xia, Q. (2023) · Med · doi:10.1016/j.medj.2023.05.002 · Cited by 5 · see citing works
Advances and challenges in nanofiber production: techniques and applications in nanotechnology
Gusmão, R. D. S., Maciel, E. M., Frattini, W. C., Medeiros, E. S. D., Fonseca, F. A. H., & Bianco, H. T. (2025) · Polímeros · doi:10.1590/0104-1428.20250039 · Cited by 3 · see citing works
Bioengineered Human Cardiac Ventricular Model with Transmural Helical Remodeling
Williams, N. P., Beussman, K. M., Foster, J. R., Rhodehamel, M., Williams, C. A., Tsui, J. H., Smith, A. S. T., Mengsteab, P. Y., Park, H., Mack, D. L., et al. (2025) · Advanced Healthcare Materials · doi:10.1002/adhm.202502005 · Cited by 4 · see citing works
Meng, S., Wu, N., Fang, J., Yu, Y., Tang, X., Wang, Y., Deng, X., Cheng, Q., Kong, T., Ding, T., et al. (2025) · Advanced Science · doi:10.1002/advs.202416627 · Cited by 3 · see citing works
Yuan, R., Huang, W., Liu, H., Wu, J., Yu, H., Zhao, X., Ji, S. M., Wang, X., & Gu, Q. (2026) · Bioactive Materials · doi:10.1016/j.bioactmat.2026.03.013 · Cited by 4 · see citing works
3D vector field-guided toolpathing for 3D bioprinting
Griffin, M. R., Bertram, S. E., Robison, N. P., Panoskaltsis‐Mortari, A., Janardan, R., & McAlpine, M. C. (2025) · Communications Engineering · doi:10.1038/s44172-025-00489-0 · Cited by 3 · see citing works
Lu, R. X. Z., Zhao, Y., & Radisic, M. (2023) · Bioengineering & Translational Medicine · doi:10.1002/btm2.10581 · Cited by 3 · see citing works
Xu, B., Gao, R., Chen, X., Guan, X., Liu, J., & Liu, Y. (2025) · Advanced Sustainable Systems · doi:10.1002/adsu.202500053 · Cited by 3 · see citing works
Design of strong and tough biofibers and their biomedical applications
Sun, D., Zheng, Y., Zhang, A., Wang, J., Xiao, Y., & Chen, D. (2025) · MedComm – Biomaterials and Applications · doi:10.1002/mba2.70005 · Cited by 2 · see citing works
Finkel, S., Sweet, S., Locke, T., Smith, S., Wang, Z., Sandini, C., Imredy, J. P., He, Y., Durante, M. R., Lagrutta, A., et al. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.03.13.528447 · Cited by 2 · see citing works
Biosensing platforms with enhanced mechanical matching for cardiomyocyte contractility monitoring
Liang, Z., Xu, X., Liu, Q. Y., Wang, W., Han, J., Xu, Z., Li, X., Xie, X., Sun, Y., & Wang, L. (2025) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2025.118173 · Cited by 2 · see citing works
Self-citationKim, Y. H., Son, Y. H., Choi, Y., Kim, M. S., Park, S., & Lee, K. Y. (2026) · Microsystems & Nanoengineering · doi:10.1038/s41378-026-01249-6 · Cited by 4 · see citing works
Self-citationWilliams, N. P., Beussman, K. M., Foster, J. R., Rhodehamel, M., Williams, C. A., Tsui, J. H., Smith, A. S. T., Mack, D. L., Murry, C. E., Sniadecki, N. J., et al. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.08.18.504345 · Cited by 2 · see citing works
AI for Cardiac Function Assessment
Sengupta, P. P., & Chandrashekhar, Y. (2024) · JACC. Cardiovascular imaging · doi:10.1016/j.jcmg.2024.06.001 · Cited by 2 · see citing works
Understanding Myocardial Biomechanics Through the Lens of Cardiac Imaging
Sengupta, P. P., & Chandrashekhar, Y. (2022) · JACC. Cardiovascular imaging · doi:10.1016/j.jcmg.2022.11.001 · Cited by 1 · see citing works
Chen, H., Zhang, W., Chen, J., Han, J., Liang, Z., Ding, J., Li, X. Y., Li, J., & Wang, L. (2026) · npj Flexible Electronics · doi:10.1038/s41528-026-00564-2 · Cited by 1 · see citing works
张, 建. (2023) · Traditional Chinese Medicine · doi:10.12677/tcm.2023.121016 · Cited by 1 · see citing works
Quantification of exercised-induced myocardial deformation with exercise CMR
Morales, M. A., Ghanbari, F., Rodriguez, J., Gopal, D. M., Waxman, A. B., Manning, W. J., & Nezafat, R. (2025) · Journal of Cardiovascular Magnetic Resonance · doi:10.1016/j.jocmr.2025.101987 · Cited by 2 · see citing works
Nagashima, T., Miki, K., Tsuchida, M., Whitehouse, J., Sasozaki, I. T., Higashiyama, Y., Ishida, H., Kashino, K., & Miyagawa, S. (2026) · Bioengineering & Translational Medicine · doi:10.1002/btm2.70108 · Cited by 2 · see citing works
- Authors
- 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., MacQueen, L. A., Chantre, C. O., Motta, S. E., Cordoves, E. M., & Parker, K. K.
- Affiliations
- Harvard University (US)
- Corresponding author
- Chang, Huibin
- Liu, Qihan
- Zimmerman, John F.
- Parker, Kevin Kit
- ORCID
- Venue
- Science
- Published
- 2022-07-08
- Volume
- 377
- Issue
- 6602
- Pages
- 180-185
- ISSN
- 0036-8075 (ISSN-L)
- 1095-9203
- PMC
- PMC10077766
- OpenAlex
- W4284703829
- Semantic Scholar
- 0c120a293001ac75c8f6c2c304be759e70fd844f
- Cited by
- 131
- References
- 53
- Citations by year
- 2026: 28 · 2025: 32 · 2024: 27 · 2023: 32 · 2022: 12
- FWCI
- 6.43
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Science (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Digital Access to Scholarship at Harvard (DASH) (Harvard University) (acceptedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- Harvard University (DMR-1420570, DMR-2011754)
- National Institutes of Health (1s10od023519-01a1, UH3TR000522, DMR-1420570)
- Materials Research Science and Engineering Center, Harvard University (DMR- 1420570, 20-11754, DMR2011754, 1420570)
- Hansjörg Wyss Institute for Biologically Inspired Engineering, Harvard University
- National Heart, Lung, and Blood Institute (UH3HL141798, UG3HL141798, T32HL007572)
- Division of Materials Research (DMR 14–20570, DMR‐2011754, 2011754, 1420570)
- National Center for Advancing Translational Sciences
- Topics
- Physical Sciences › Materials Science › Biomaterials › Electrospun Nanofibers in Biomedical Applications
- Health Sciences › Medicine › Surgery › Tissue Engineering and Regenerative Medicine
- Physical Sciences › Engineering › Biomedical Engineering › 3D Printing in Biomedical Research
- Keywords
- cardiac tissue engineering, additive manufacturing, ejection fraction
- MeSH terms
- Animals, Heart Ventricles, Humans, Prosthesis Design, Tissue Engineering, Myocytes, Cardiac, Tissue Scaffolds, Nanofibers
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read under definition version 3 (extract-v3) on 2026-09-28.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-09-28.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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