Cited by 133Electrospun Nanofibers in Biomedical ApplicationsTissue Engineering and Regenerative Medicine3D Printing in Biomedical Research

Recreating the heart's helical structure-function relationship with focused rotary jet spinning

Open access
Chang, Huibin, Liu, Qihan, Zimmerman, John F., Lee, Keel Yong, Jin, Qianru, Peters, Michael M., Rosnach, Michael, Choi, Suji +7 more·2022·Science

Abstract

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.

Integrity signals

Registry

Crossref · 10.1126/science.abl6395

Cites

52 of 52 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

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
  • 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
  • May combine two claims. 42
  • Classified as probably not a substantial claim. 12
  • May combine two claims.

    Premisecitation

    In 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.

    Premisecitation

    The 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
  • Classified as probably not a substantial claim.

    Premisecitation

    The 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] source
      Experimental — 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.

    Premisecitation

    Fiber-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 checked
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Rotary 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.

    Premisecitation

    It 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 data

    Sallin'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.

    Premisereasoning

    Helically 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.

    Premisecitation

    In 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
  • May combine two claims.

    Findingown data

    The 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 checked
    • cites [24] source
    • cites [39] source
    • cites (tables S2 and S3)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Findingown data

    This 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 given

    FRJS 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 claim
  • May combine two claims.

    Findingcitation

    In 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 data

    Average 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 data

    FRJS 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 data

    In 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 data

    CA 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 data

    hiPSC-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 data

    FRJS 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 claim
  • May combine two claims.

    Findingown data

    FRJS 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 claim
  • May combine two claims.

    Findingown data

    In 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 claim
  • May combine two claims.

    Findingown data

    The 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 claim
  • May combine two claims.

    Findingown data

    FRJS 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 claim
  • May combine two claims.

    Findingown data

    Total 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 data

    HA 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 claim
  • May combine two claims.

    Findingown data

    The 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 claim
  • May combine two claims.

    Findingown data

    CA 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 data

    In 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 claim
  • May combine two claims.

    Findingown data

    Fibers 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 claim
  • May combine two claims.

    Findingown data

    In 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.

    Interpretationreasoning

    Studying 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 claim
  • May combine two claims.

    Premisecitation

    Printing 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 given

    Unlike 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 claim
  • May combine two claims.

    Interpretationown data

    This 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 claim
  • May combine two claims.

    Premisecitation

    Cardiomyocytes 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 data

    FRJS 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 claim
  • May combine two claims.

    Interpretationown data

    The 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 claim
  • May combine two claims.

    Premisecitation

    Helically 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.

    Interpretationreasoning

    Differences 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 claim
  • Probably not a substantial claim: may not pass S1 (asserted). May combine two claims.

    Interpretationreasoning

    For 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 claim
  • May combine two claims.

    Interpretationreasoning

    For 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationnone given

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    FRJS 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 claim
  • May combine two claims.

    Interpretationown data

    With 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    The 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 claim
  • May combine two claims.

    Interpretationown data

    FRJS 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationreasoning

    FRJS 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 claim
  • May combine two claims.

    Interpretationown data

    Biofabrication 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 claim
  • May combine two claims.

    Interpretationown data

    These 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 claim
  • May combine two claims.

    Premisecitation

    Although 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
50 of 50
  • 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”
3 of 3

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 measured
  • The 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 measured
  • 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.

    “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 measured
  • 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.

    “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 measured
  • Gelatin 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).”

Cites

Flagged first, then by citations

1 of the 53 references couldn’t be matched to a known paper.

Cited by

Sorted by citations

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
Venue
Science
Published
2022-07-08
Volume
377
Issue
6602
Pages
180-185
ISSN
  • 0036-8075 (ISSN-L)
  • 1095-9203
OpenAlex
W4284703829
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
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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