Cited by 173D Printing in Biomedical ResearchSilk-based biomaterials and applicationsHydrogels: synthesis, properties, applications

Development of silk microfiber-reinforced bioink for muscle tissue engineering and in situ printing by a handheld 3D printer

Open access
Kamaraj, Meenakshi, Rezayof, Omid, Barer, Alison, Kim, Hansoul, Moghimi, Nafiseh, Joshi, Akshat, Dokmeci, Mehmet R., Khademhosseini, Ali +2 more·2025·Biomaterials Advances

Abstract

Volumetric muscle loss (VML) presents a significant challenge in tissue engineering due to the irreparable nature of extensive muscle injuries. In this study, we propose a novel approach for VML treatment using a bioink composed of silk microfiber-reinforced silk fibroin (SF) hydrogel. The engineered scaffolds are predesigned to provide structural support and fiber alignment to promote tissue regeneration in situ. We also validated our custom-made handheld 3D printer performance and showcased its potential applications for in situ printing using robotics. The fiber contents of SF and gelatin ink were varied from 1 to 5 %. Silk fibroin microfibers reinforced ink offered increased viscosity of the gel, which enhanced the shape fidelity and mechanical strength of the bulk scaffold. The fiber-reinforced bioink also demonstrated better cell-biomaterial interaction upon printing. The handheld 3D printer enabled the precise and on-demand fabrication of scaffolds directly at the defect site, for personalized and minimally invasive treatment. This innovative approach holds promise for addressing the challenges associated with VML treatment and advancing the field of regenerative medicine.

AI snapshot

Written from the paper’s full text.

TL;DR

The paper develops a silk microfiber-reinforced silk fibroin/gelatin bioink and a custom handheld 3D printer for in situ muscle tissue repair. The 7% silk fibroin, 2% gelatin, 1% microfiber formulation gave the best balance of mechanical reinforcement and C2C12 cell response, and the printer successfully deposited cell-laden ink and printed on ex vivo porcine skin.

Key findings

  • Silk microfibers were produced by NaOH hydrolysis; 2 M NaOH was selected, yielding fibers with lengths of 65–160 μm and widths of 3–5.5 μm.
  • Increasing microfiber content raised viscosity, storage modulus, and Young’s modulus, and increased scaffold pore size; pore sizes across groups were reported in the 15–65 μm range.
  • The 7% silk fibroin + 2% gelatin gel crosslinked in about 16 min after sonication, compared with about 50 min for 5% silk fibroin and about 30 min for 6% silk fibroin.
  • In C2C12 studies, the 7SF2G1MF group showed a significant increase in cell number by day 7 compared with 7SF2G0MF and 7SF2G5MF, while higher microfiber densities reduced metabolic activity; 7SF2G1MF was therefore chosen for handheld printing.
  • The handheld printer’s extrusion speed ranged from 0 to 9, with the highest speed at about 0.36 mm/s; printed line width increased with speed. Printed C2C12-laden structures retained shape, and cells remained viable and spread by day 3, with attachment around microfibers. Ex vivo printing on porcine skin also retained its shape.

Methods

  • Silk fibroin was extracted from silk cocoons by degumming, LiBr digestion, and dialysis; microfibers were made by alkali hydrolysis. Bioinks combined silk fibroin (5–7% w/v), gelatin (0–6% w/v), and microfibers (1–5% w/v), with sonication used to induce crosslinking.
  • Characterization included SEM for fiber and scaffold morphology, rheology for modulus and viscosity, uniaxial compression for mechanical properties, and C2C12 cytocompatibility assays using live/dead staining and PrestoBlue metabolic activity.
  • A custom handheld 3D printer was built with a base platform and printing module, calibrated with alginate and silk fibroin/gelatin inks, then used to print C2C12-laden 7SF2G1MF ink and to print ex vivo on porcine back skin. Experiments were performed in triplicate (n=3), with mean ± standard deviation and one-way ANOVA with Tukey test.

Limitations

  • The paper does not include a dedicated limitations section.
  • Evident from the text: biological validation used only C2C12 cells, not primary muscle cells or an in vivo volumetric muscle loss model, and the in situ demonstration was limited to ex vivo porcine skin rather than a live animal.
  • Also evident: the study reports short-term outcomes up to day 7, uses n=3, and does not show functional muscle regeneration or host integration; higher microfiber concentrations (3% and 5%) produced inconsistent cell behavior or reduced metabolic activity, indicating a narrow optimal formulation window. The handheld printer is single-material and lacks integrated photo-crosslinking, with robotic-arm integration described only as future work.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1016/j.bioadv.2024.214057

Cites

46 of 46 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

32 of 62 cited sources checked · 13 supported · 1 flagged · accuracy not yet measured

  • Premisecitation

    Sonication induces β-sheet conformation in silk fibroin by increasing local temperature, pressure, and strain.

    “Various concentrations of SF and G compositions were developed to determine their crosslinking time after sonication, which induces β-sheet conformation in SF [35] by increasing the local temperature, pressure, and strain [36].”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [35] source

      Section 4.1.4 (Ultrasonication) says sonication induces physical β-sheet crosslinks in silk fibroin and that changes in temperature and pressure, with applied strain, lead to self-assembly and gelation. It does not specify that temperature and pressure increase locally, so the claimed direction of those changes is not fully supported. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [36] source
  • Premisecitation

    3D bioprinting enables fabrication of complex muscle tissue constructs with precise control over architecture and composition.

    “Recent progress in 3D bioprinting holds significant promise for addressing VML by enabling the fabrication of complex muscle tissue constructs with precise control over architecture and composition [8, 9].”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [8] source
    • cites [9] source

      The Introduction and Results section on 3D printing PGSA microchannel scaffolds describe fabrication of VML-oriented scaffolds with intricate architecture and controlled channel sizes. The Methods also describe choosing a PGSA bioink and adding a dECM coating, but the work prints acellular scaffolds rather than complex muscle tissue constructs, and it does not demonstrate precise control of tissue composition through printing. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • Premisecitation

    Traditional treatments such as autologous tissue transfer and bracing have produced insufficient tissue regeneration because of implant mismatch and donor site morbidity.

    “Traditional treatment methods such as autologous tissue transfer (Tissue-free flaps) and bracing have resulted in insufficient tissue regeneration due to implant mismatch and donor site morbidity [2–5].”
    Quote in the paperSubstantial claim1 of 4 sources checked
    • cites [2] source
    • cites [3] source

      Section 4.1 (Surgical Treatments; page unavailable) says that lost muscle tissue remains difficult to replace even with free flap surgery, and Section 6 (Discussion; page unavailable) describes outcomes from free muscle flaps and physical training as often unsatisfactory. The paper does not attribute those outcomes to implant mismatch or donor-site morbidity, or make the same claim about bracing. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [4] source
    • cites [5] source
  • Premisecitation

    Handheld 3D bioprinters offer a potential solution for in situ 3D bioprinting in tissue repair.

    “Handheld 3D bioprinters offer a potential solution for implementing in situ 3D bioprinting technology in tissue repair approaches [11–13].”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites [11] source
    • cites [12] source
    • cites [13] source
  • Premisecitation

    Previous studies show that fiber length influences scaffold properties and cell behavior, with medium fiber lengths of 150 to 200 μm yielding noticeable outcomes.

    “Previous studies have highlighted the influence of fiber length on scaffold properties and cell behavior, with medium fiber lengths (150-200 μm) yielding noticeable outcomes [31].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [31] source
      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim. 10
  • May combine two claims. 29
  • The quote only partly states this claim. 1
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Burdick et al. (2021) observed that higher fiber densities yielded higher strain.

    “Similar phenomena were observed in a study reported by Burdick et al., (2021) with higher fiber densities yielding higher strain [23].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [23] source

      In Results, under “Strain-responsive properties and modeling of fibrous hydrogel assemblies” (page unavailable), the paper reports greater relative strain stiffening in low-density, not high-density, fiber networks. The Results section on cell-mediated contractility likewise reports that contraction decreased as fiber density increased. The Fig. 2 caption notes differences in critical strain but does not give their direction, so it does not establish the claimed trend. (LLM, conf=0.86)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    The handheld device can be manually operated during surgery or integrated into a robotic arm for more efficient reconstruction.

    “Another innovative aspect is that the handheld device can be manually operated during surgical procedures [12] or integrated into a robotic arm for more efficient reconstruction [16, 17].”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites [12] source
    • cites [16]

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

    • cites [17] source

      The Results section, under “Magnetically-controlled printing system” (page unavailable), describes a computer-controlled catheter printing system with motors and magnets. The Discussion (page unavailable) likewise describes remote computer control. Neither passage addresses integrating a handheld device into a robotic arm for more efficient reconstruction; searches for robotic-arm integration and handheld operation found no supporting passage. (LLM, conf=0.70)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Extremity muscle injuries with more than 20% muscle loss, called volumetric muscle loss, exceed the body's natural self-repair capacity and are irreparable.

    “Extremity muscle injuries exceeding 20% muscle loss, termed volumetric muscle loss (VML), surpass the body’s innate capacity for self-repair and become irreparable [1, 2].”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [1] source

      The Discussion (page not provided) says self-repair is functionally impeded when a critical volume of muscle is damaged. The Results describe a 20% tibialis anterior muscle excision in mice as producing limited endogenous regeneration, but the paper does not establish a threshold exceeding 20% for extremity injuries or say such injuries are irreparable. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [2] source
  • May combine two claims.

    Premisecitation

    Handheld printers can print different materials and cell types, making them suitable for multicellular complexity in tissue repair and regeneration.

    “Different materials and cell types can be printed making it well-suited to address multicellular complexity in tissue repair and regeneration [11, 12, 14, 15].”
    Quote in the paperSubstantial claim4 of 4 sources checked
    • cites [11] source
    • cites [12] source
    • cites [14] source

      The Introduction (page unavailable) says 3D bioprinting combines cells and biomaterials to make multicellular constructs. The Discussion (page unavailable) presents the handheld Biopen as promising for cartilage repair and describes its potential to broaden the range of printable materials. But the Results report printing ADSCs, and the Discussion says this approach uses a single hydrogel chemistry; the paper does not establish that the handheld device prints different cell types to address multicellular complexity. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites [15] source
  • May combine two claims.

    Premisecitation

    Fiber-reinforced composites show enhanced mechanical strength and fiber-induced cell alignment in various cell studies.

    “Fiber-reinforced composites show enhanced mechanical strength and fiber-induced cell alignment in various cell studies[23, 26–30].”
    Quote in the paperSubstantial claim3 of 6 sources checked
    • cites [23] source

      The Results sections on strain-responsive properties and cell-mediated contractility report increased stiffness in fibrous assemblies, including stiffening during cell culture. The Microtissues results also report aligned tissues, but attribute their alignment to mechanical constraints set by micropost geometry, not to fibers inducing cell alignment. The paper therefore supports the mechanical-stiffness part, but not the stated mechanism for cell alignment. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
    • cites [26] source

      Section 2.6 reports improved mechanical performance when the hydrogel’s self-assembled fibers are covalently linked, and Section 2.10 reports aligned fiber bundles after extrusion. The cell studies report viability and chondrogenic differentiation, not fiber-induced cell alignment; the paper also studies a specific hydrogel rather than various fiber-reinforced composites. Page numbers were not supplied for these passages. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [27] source

      The Results sections “Printed 3D hydrogel scaffolds provide microscale anisotropy” and “Fiber infused gel scaffolds potentiate cellular alignment” report improved gel elasticity and greater cardiomyocyte alignment on fiber-infused scaffolds than on controls (page numbers unavailable). They do not establish enhanced mechanical strength specifically, or findings across various cell studies. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites [28] source
    • cites [29] source
    • cites [30] source
  • May combine two claims.

    Premisecitation

    Handheld printers enable precise control over printed structure geometry and facilitate compositional gradients for functional tissues.

    “Such printers enable precise control over the geometry of the printed structure and facilitate the creation of compositional gradients for creating functional tissues [14].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [14] source

      The Results (The Core/Shell solution; no page given) describe a handheld printer that deposits distinct core and shell compartments at a reported maximum resolution of 500 μm, supporting control over printed structure. The Results (Cell behavior in the Core/Shell structure; no page given) also describe layered composite scaffolds, but the paper does not show compositional gradients or demonstrate that such gradients create functional tissues. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim.

    Premisecitation

    Mandal et al. reported that incorporating silk fibroin microfibers would potentially enhance scaffold stability.

    “Recently, Mandal et al., reported that SF microfiber incorporation would potentially enhance the stability of scaffolds [31].”
    Quote in the paperSubstantial claim1 of 1 sources checked
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Another study used different types of fibroin extracted from silk cocoons for VML.

    “Another study have employed different types of fibroin extracted from silk cocoons for VML [22].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [22] source

      The Introduction and Conclusion say the study tested fibroin scaffolds from four silkworm species with human skeletal muscle cells. The work was conducted in vitro; it did not test the scaffolds as a treatment for volumetric muscle loss (VML). (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim.

    Premisecitation

    Fiber-reinforced hydrogel composites have gained attention for their fibrous structure mimicking native tissue architecture.

    “Fiber-reinforced hydrogel composites recently gained attention with their unique fibrous structure mimicking native tissue architecture [23–25].”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites [23] source
    • cites [24] source
    • cites [25] source
  • May combine two claims.

    Premisecitation

    Silk fibroin scaffolds showed better cell adhesion, spreading, and differentiation of human skeletal muscle myoblasts, resembling native tissue elasticity.

    “The critical point of the study was that SF scaffolds demonstrated better cell adhesion, spreading, and differentiation of human skeletal muscle myoblasts, resembling native tissue elasticity [22].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [22] source

      The Abstract and Discussion report that human myoblasts adhered to and spread on all four silk fibroin scaffolds, while scaffolds with muscle-like elasticity best supported myotube formation and alignment. They do not report better adhesion or spreading on the muscle-like scaffolds; the advantage was in differentiation-related outcomes. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Higher fiber densities can impede cell recruitment due to increased mechanical resistance, resulting in reduced cell spreading and increased cell circularity.

    “Literature suggests that higher fiber densities can impediment cell recruitment due to increased mechanical resistance, resulting in reduced cell spreading and increased cell circularity [23].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [23] source

      In Results, under “Cell-mediated fiber recruitment and contractility,” the paper reports less fiber recruitment at higher densities and suggests greater mechanical resistance as the reason. It does not establish a sustained reduction in cell spreading or increase in circularity in the fibrous assemblies: after three days, circularity and aspect ratio did not differ significantly across densities (Fig. 3E). It does report morphology differences at one day and a similar density-related trend in collagen gels. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim. May combine two claims. The quote only partly states this claim.

    Interpretationcitation

    Reduced space for cell spreading or cell-cell interaction, or increased material stiffness, may reduce cell metabolic activity.

    “This phenomenon may be attributed to reduced space for cell spreading/cell-cell interaction or increased material stiffness, which could affect cell behavior [44, 45].”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [44] source
    • cites [45] source

      Section 5.5 says scaffold topography can affect cell behavior, including migration, proliferation, and adhesion. The cited paper does not establish that reduced space for cell spreading or cell-cell interaction, or increased stiffness, reduces metabolic activity; Section 6.2 instead reports increased stiffness alongside improvements in cartilage-related measures under bioreactor stimulation. No page numbers were available in our copy. (LLM, conf=0.77)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Pore size plays a significant role in cell behavior.

    “Existing literature suggests that pore size plays a significant role in cell behavior [42, 43].”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [42] source
    • cites [43]

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

  • May combine two claims.

    Premisecitation

    Current tissue repair methods mostly use pre-constructed in vitro scaffolds implanted onto a defect site, which causes scaffold mismatch, inferior support, and time consumption, significantly affecting tissue regeneration.

    “Currently, available tissue repair methods are mostly pre-constructed in vitro scaffolds implanted onto a defect site, which elicits scaffold mismatch, inferior support, and time consumption, significantly affecting effective tissue regeneration [2, 3].”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [2] source
    • cites [3] source

      The review describes scaffold implantation for volumetric muscle loss in §4.2 (page unavailable), so it supports that such a repair method exists. It does not say that most tissue repair methods use scaffolds pre-constructed in vitro, or that scaffold mismatch, inferior support, and time consumption impair regeneration; §6 instead identifies other barriers to tissue engineering. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Previous research showed the potential of a 3D printer integrated with a robotic arm for in vitro validation.

    “Our previous research successfully showcased the potential of a 3D printer integrated with a robotic arm for in vitro validation [16].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [16] source

      The In situ Robotic Bioprinting Framework section describes a bioprinting tool integrated with a robotic manipulator, and Evaluation Experiments and Results reports 90 printing experiments on a planar surface. These support laboratory evaluation of the system, but the paper does not report in vitro biological validation; it evaluates printed-filament geometry using ultrasound gel. Page numbers are not available in our copy. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Medium-sized fiber length enhances mechanical strength at higher fiber concentrations and positively affects cell-biomaterial interaction.

    “Moreover, medium sized fiber length played an important role in enhancing the mechanical strength with higher concentration of fibers as well as cell-biomaterial interaction positively [31].”
    Quote in the paperSubstantial claim1 of 1 sources checked
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Previous studies demonstrated similar outcomes, including fiber-oriented cell alignment.

    “This finding is consistent with previous studies that have demonstrated similar outcomes, including fiber-oriented cell alignment [23, 27].”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [23] source

      The Results section, “Microtissues via contractile fibrous hydrogel assemblies” (page not available), reports that cells in fiber assemblies form aligned tissues. It attributes their orientation to mechanical constraints and micropost geometry, however, rather than showing that fiber orientation directs cell alignment; it also says most fibers beneath the surface of aligned microtissues remain isotropic. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites [27] source
  • May combine two claims.

    Premisecitation

    Adding fiber improves the scaffold's mechanical strength, and a higher density of fiber content in the hydrogel yields higher strength.

    “Similar behavior was reported by various research groups suggesting adding fiber improves the scaffold’s mechanical strength and that a higher density of fiber content in the hydrogel yielded high strength [29, 38–41].”
    Quote in the paperSubstantial claim1 of 5 sources checked
    • cites [29] source
    • cites [38] source
    • cites [39] source
    • cites [40] source
    • cites [41] source
  • May combine two claims.

    Findingown data

    The microfibers had lengths between 65 and 160 μm and widths between 3 and 5.5 μm.

    “Furthermore, MF length and width were calculated from captured SEM images depicting MF length in the range of 65-160 μm (Figure 2c) with 3 to 5.5 μm width (Figure 2d).”
    • Also stated in: § Discussion · plain
      “MFs were prepared using a fast and cost-effective alkali hydrolysis method, yielding fibers with lengths ranging from 65 to 160 μm (Figure 2a–d).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    After sonication, the gel color changed from translucent to white, which indicated complete crosslinking.

    “Post-sonication, the gel color transitioned from translucent to white, indicating complete crosslinking, as depicted in Supplementary Figure S4.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Increasing NaOH concentration increased silk hydrolysis over time and decreased fiber length.

    “When NaOH concentration was increased, silk hydrolysis increased with time, and decreasing fiber length was observed (Supplementary Figure S3d–f).”
    • Also stated in: § Development and characterization of silk fibroin and silk microfibers · plain
      “Moreover, a higher concentration of NaOH decreased the fiber length; hence, 2M NaOH was used for further MF preparation in this study.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Over the frequency range of 1 to 100 Hz, storage modulus was greater than loss modulus, indicating a solid-like structure of the hydrogel.

    “Frequency-dependent storage and loss modulus measurements demonstrated higher storage modulus (G′) compared to loss modulus (G″) over the frequency range of 1-100 Hz, which shows the solid-like structure of the hydrogel (Figure 2f).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    A 7% silk fibroin gel crosslinked faster, in about 16 minutes, than 5% and 6% silk fibroin gels, which crosslinked in about 50 and 30 minutes respectively.

    “In contrast to the 5 and 6% gel group (~50 and 30 min crosslinking time), raising the SF concentration to 7% offered a shorter incubation period and faster crosslinking (~16 min) (Table S1).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Using 2M NaOH with short incubation times of 2 or 10 minutes produced low microfiber yield and inconsistent fiber length, whereas 1 hour of incubation produced a homogeneous fiber length distribution.

    “It was observed that 2M NaOH with less incubation time, such as 2 and 10 min, resulted in less microfiber yield with inconsistent fiber length (Supplementary Figure S3a and b); however, 1 h incubation gave rise to a homogenous distribution of fiber lengths (Supplementary Figure S3c).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    On day 1, high cell viability was observed, with round cells in all sample groups and minimal dead cells.

    “On day 1, high cell viability was observed (viable cells, green color), with cells appearing round in all sample groups and minimal presence of dead cells (red color) (Figure 5a).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    On day 1 after printing, viable cells were observed, with a few cells spreading, indicating that printing did not adversely affect cell viability.

    “On day 1 post-printing, viable cells were observed, with a few cells displaying a spreading morphology, indicating that printing did not affect cell viability (Figure 7a).”
    • Also stated in: § Discussion · hedged
      “The results depicted in Figure 7a reveal that the printing process did not adversely affect cell survival, indicating that the handheld 3D printer maintains the viability of encapsulated cells during the printing process.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    A higher microfibers concentration increased storage modulus and viscosity.

    “MF inclusion also modulates the rheological profile of the gels exhibiting higher concentration of MF resulted in increase in storage modulus and viscosity (Figure 2e–g).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    On day 7, stable cytoskeleton formation was observed in the 7SF2G0MF and 7SF2G1MF samples, while cell behavior in the 7SF2G3MF and 7SF2G5MF samples appeared inconsistent.

    “Notably, on day 7, stability in cytoskeleton formation was observed in the 7S2G0MF and 7SF2G1MF samples, whereas the behavior of cells in the 7SF2G3MF and 7SF2G5MF samples appeared inconsistent.”
    • Also stated in: § Cytotoxicity assessment of bioinks · plain
      “Additionally, cytoskeleton staining performed on day 7 revealed that cells exhibited stable cytoskeleton formation in the 7SF2G0MF and 7SF2G1MF samples (Figure 6a and b), consistent with the findings from live/dead staining (Figure 5a).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    By day 3, cells exhibited a well-spread cytoskeletal structure and were attached around the microfibers.

    “By day 3, cells exhibited a well-spread cytoskeletal structure and were found attached around the MF, as clearly observed (Figure 7b).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingreasoning

    In these scaffolds, pore sizes were within a similar range of 15 to 65 μm, and cell behavior was more significantly affected by microfibers density than by pore size.

    “However, given that the pore sizes in these scaffolds were within a similar range (15–65 μm), our study found that cell behavior was more significantly affected by MF densities than by pore size.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The stress versus strain curves showed an initial elastic region followed by plastic behavior, indicating solid behavior with restricted polymer chain movement.

    “The stress versus strain curve showed an initial elastic region followed by plastic behavior, indicating solid behavior resulting in restricted polymer chain movement (Figure 3f).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Cells remained viable, and the 7SF2G1MF samples exhibited superior cell performance compared with other samples.

    “The cytocompatibility experiment results indicate that cells remain viable, with 7SF2G1MF samples exhibiting superior cell performance compared to other samples (Figure 5 and 6).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingnone given

    The formulated silk microfiber reinforced silk fibroin bioink exhibited enhanced mechanical properties and cell-biomaterial interaction.

    “Formulated silk microfiber reinforced silk fibroin bioink exhibited enhanced mechanical properties and cell-biomaterial interaction.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    Directly printing tissue or scaffolds into defect areas in situ may avoid the drawbacks of in vitro fabricated scaffolds.

    “Directly printing tissue or scaffolds into the defect areas in situ is an emerging method that may avoid these potential drawbacks.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: In vitro fabricated 3D scaffolds implanted into defect sites have issues including mismatched defect sizes and shape, delayed tissue regeneration, and reintegration with host tissue.
  • May combine two claims.

    Premisecitation

    Silk fibroin has better biocompatibility, robust mechanical strength, and minimal immunogenicity.

    “SF has been demonstrated to have better biocompatibility, robust mechanical strength, and minimal immunogenicity [18, 21].”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [18] source
    • cites [21] source
  • May combine two claims.

    Interpretationown data

    The handheld 3D printer allows in situ printing of cell-laden functional materials, significantly avoiding in vitro culturing and implantation.

    “Most importantly, it allows in situ printing of cell-laden functional materials, significantly avoiding in vitro culturing and their implantation.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Incorporating short microfibers into the gel enhances mechanical strength and improves cell-biomaterial interaction.

    “Studies have shown that incorporating short MFs into the gel enhances mechanical strength and improves cell-biomaterial interaction [29].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [29] source
37 of 37
  • The paper relies on this without support.

    In vitro fabricated 3D scaffolds implanted into defect sites have issues including mismatched defect sizes and shape, delayed tissue regeneration, and reintegration with host tissue.

    “Despite advancements in fabricating 3D scaffolds in vitro and implanting them into defect sites, several issues persist such as mismatched defect sizes and shape, delayed tissue regeneration, and reintegration with host tissue.”
  • The paper relies on this without support.

    The choice of bioink plays an essential role in the 3D bioprinting tissue repair process.

    “Moreover, the choice of bioink plays an essential role in the 3D bioprinting tissue repair process.”
  • The paper relies on this without support.

    The mechanical strength of the bioink is critical for in situ 3D printing to support the structure and surrounding tissues.

    “Furthermore, the mechanical strength of the bioink is critical for in situ 3D printing to support the structure and surrounding tissues.”
  • The paper relies on this without support.

    Silk microfibers can be easily prepared from silk cocoons.

    “Silk microfibers can be easily prepared from silk cocoons, and this work exploits the use of silk cocoons in hydrogel and microfiber development.”
  • The paper relies on this without support.

    The PrestoBlue dye reduction percentage is directly linked to the rate of cell proliferation.

    “The dye reduction percentage, which was determined using the absorbance data and displayed as a bar graph with standard deviation, is directly linked to the rate of proliferation of cells.”
  • The paper relies on this without support.

    Current preclinical approaches often fall short of effectively restoring muscle volume.

    “Despite advancements in the field of soft tissue repair, current preclinical approaches often fall short of effectively restoring muscle volume.”
  • The paper relies on this without support.

    The handheld 3D printer can be used as a surgical tool during intraoperative procedures without causing complications and infections.

    “A handheld 3D printer was designed and developed; it can be used as a surgical tool during intraoperative procedures without causing complications and infections.”
7 of 7

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Conflicting claims about microfiber effects on storage modulus

    Major

    The results say increasing microfiber concentration had no discernible effect in the amplitude-sweep measurements, while the discussion says higher microfiber concentration increased storage modulus and cites the same figure.

  • Conflicting claims about the effect of microfiber concentration on storage modulus

    Major

    The results say increasing microfiber concentration had no discernible effect in the rheological measurements. The discussion instead says higher microfiber concentration increased storage modulus, citing the same figures.

2 of 2

Cites

Flagged first, then by citations

3 of the 49 references couldn’t be matched to a known paper.

Cited by

Sorted by citations

Authors
Kamaraj, M., Rezayof, O., Barer, A., Kim, H., Moghimi, N., Joshi, A., Dokmeci, M. R., Khademhosseini, A., Alambeigi, F., & John, J. V.
Affiliations
  • Terasaki Foundation (US)
  • The University of Texas at Austin (US)
Corresponding author
John, Johnson V.
Venue
Biomaterials Advances
Publisher
Elsevier BV
Published
2025-01
Volume
166
Pages
214057
ISSN
2772-9508 (ISSN-L)
OpenAlex
W4402999345
Cited by
17
References
49
Citations by year
2026: 6 · 2025: 11
FWCI
1.86
Type
journal article
Language
en
Open access
Locations
  • Biomaterials Advances (acceptedVersion)
  • PubMed Central (publishedVersion)
  • PubMed (publishedVersion)
Funders
  • National Institute of Diabetes and Digestive and Kidney Diseases (R01DK134903)
  • National Institutes of Health
  • National Institute of Arthritis and Musculoskeletal and Skin Diseases (DP2AR082471)
Topics
  • Physical Sciences › Engineering › Biomedical Engineering › 3D Printing in Biomedical Research
  • Physical Sciences › Materials Science › Biomaterials › Silk-based biomaterials and applications
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Medicine › Hydrogels: synthesis, properties, applications
Keywords
silk fibroin hydrogel, bioinks, muscle tissue engineering, volumetric muscle loss, cell-material interactions, robotic printing, muscle regeneration
MeSH terms
Animals, Biocompatible Materials, Fibroins, Gelatin, Humans, Ink, Muscles, Muscle, Skeletal, Hydrogels, Tissue Engineering, Silk, Tissue Scaffolds, Bioprinting, Printing, Three-Dimensional

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 by deepseek-v4.1-flash 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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