Development of silk microfiber-reinforced bioink for muscle tissue engineering and in situ printing by a handheld 3D printer
Open accessAbstract
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
Cites
Statistics
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 - 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] sourceExperimental — accuracy not yet measured
- Premisecitation
Microfiber-reinforced silk fibroin hydrogel is an ideal candidate for volumetric muscle loss treatment because of its biocompatible fibrous protein structure, mechanical strength, and cell-laden properties that mimic the native extracellular matrix.
“MF reinforced SF hydrogel is an ideal candidate for VML treatment due to its biocompatible fibrous protein structure, mechanical strength, and cell-laden properties mimicking the native ECM [22].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [22] source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
- Findingreasoning
Microfiber reinforcement improved the mechanical strength of the bulk scaffold.
“Silk fibroin microfibers reinforced ink offered increased viscosity of the gel, which enhanced the shape fidelity and mechanical strength of the bulk scaffold.”
Quote in the paperSubstantial claim - Findingnone given
Adding silk fibroin microfibers to the ink increased the gel's viscosity.
“Silk fibroin microfibers reinforced ink offered increased viscosity of the gel, which enhanced the shape fidelity and mechanical strength of the bulk scaffold.”
Quote in the paperSubstantial claim - Findingreasoning
Microfiber reinforcement improved the shape fidelity of the bulk scaffold.
“Silk fibroin microfibers reinforced ink offered increased viscosity of the gel, which enhanced the shape fidelity and mechanical strength of the bulk scaffold.”
Quote in the paperSubstantial claim - Findingnone given
The fiber-reinforced bioink showed better cell-biomaterial interaction after printing.
“The fiber-reinforced bioink also demonstrated better cell-biomaterial interaction upon printing.”
Quote in the paperSubstantial claim - Findingown data
SEM surface morphology analysis showed that the microfibers had a homogeneous fiber length.
“Surface morphology analysis of MF was performed using SEM, and homogenous fiber length was observed (Figure 2a).”
Quote in the paperNot a substantial claim - Findingown data
Sonication increased both storage and loss modulus in all silk fibroin and gelatin compositions, with and without microfibers, compared with non-sonicated gels.
“Compared to non-sonicated gel, the hydrogels demonstrated an increase in storage and loss modulus following sonication in all SF and G compositions, both with and without MF samples (Supplementary Figure S5a–c).”
Quote in the paperNot a substantial claim - Findingown data
Freeze-dried scaffolds had a porous structure when viewed in cross-section by SEM.
“The SEM images revealed a porous structure of freeze-dried scaffolds when observed in a cross-sectional view.”
Quote in the paperNot a substantial claim - Findingown data
In amplitude sweep tests, all hydrogel sample groups had storage modulus greater than loss modulus, indicating viscoelastic solid-like behavior.
“In Figure 2e, the amplitude sweep plot revealed that the hydrogels exhibited viscoelastic solid-like behavior, with storage modulus (G′) greater than loss modulus (G″) for all the sample groups.”
Quote in the paperSubstantial claim - Findingown data
A higher microfibers concentration, 5%, increased pore size compared with the 0% and 1% microfibers groups.
“An increase in pore size was observed with higher concentrations of MF incorporation (7SF2G5MF) compared to the 0% and 1% MF groups, as shown in Supplementary Figure S7.”
- Also stated in: § Discussion · hedged
“Moreover, an increase in MFs concentration led to larger internal pore sizes (Figure 3a–d, Supplementary Figure S7), likely due to differences in the crosslinking density of the gel resulting from fiber incorporation.”
Quote in the paperNot a substantial claim - Also stated in: § Discussion · hedged
- Findingown data
Increasing the microfibers concentration had no discernible effect in the amplitude sweep measurements.
“An increase in MFs concentration had no discernible effect.”
Quote in the paperNot a substantial claim - Findingreasoning
Similar porous structures were observed across all sample groups.
“Similar porous structures were observed across all sample groups, as the concentrations of SF (7%) and G (2%) remained constant, with the only variation being in MF concentration, and incorporated MFs was also seen in SEM images (Figure 3a–d).”
Quote in the paperNot a substantial claim - Findingown data
Increasing microfibers density significantly affected Young's modulus compared with the control group 7SF2G0MF.
“Figure 3e demonstrates that the increase in MFs density significantly influences Young’s modulus compared to the control group, such as 7SF2G0MF.”
- Also stated in: § Discussion · plain
“Thus, we directly incorporated these prepared MFs into the SF and G gel, observing an increase in Young’s modulus values with increase in MF density (Figure 3e).”
Quote in the paperSubstantial claim - Also stated in: § Discussion · plain
- Findingown data
Increasing temperature resulted in a higher storage modulus.
“In addition, the effect of temperature on storage modulus was evaluated, and increasing temperature resulted in higher storage modulus (G′) (Figure 2i and Supplementary Figure S5f).”
Quote in the paperNot a substantial claim - Findingown data
Sonicated samples of 7% silk fibroin and 2% gelatin were completely crosslinked after 16 minutes of incubation at 37°C.
“From rheological studies (Figure 2e–i) and preliminary crosslinking (Table S1 and Supplementary Figure S4), it was found that sonicated samples (7% SF and 2% G) were completely crosslinked after 16 min of incubation at 37°C; hence, a similar protocol was followed for scaffold fabrication.”
Quote in the paperSubstantial claim - Findingnone given
The handheld 3D printer allowed precise, on-demand scaffold fabrication directly at the defect site.
“The handheld 3D printer enabled the precise and on-demand fabrication of scaffolds directly at the defect site, for personalized and minimally invasive treatment.”
Quote in the paperSubstantial claim - Findingown data
The inks exhibited shear-thinning behavior, with viscosity decreasing as shear rate increased.
“Figure 2g demonstrates the shear-thinning behavior of inks, characterized by a decrease in viscosity over an increasing shear rate.”
- Also stated in: § Formulated ink and scaffold characteristics · plain
“An increase in G concentrations in 7% SF did not significantly increase the viscosity; however, all the compositions showed shear-thinning behavior (Supplementary Figure S5d).”
Quote in the paperSubstantial claim - Also stated in: § Formulated ink and scaffold characteristics · plain
- Findingown data
Incorporated microfibers were visible in SEM images.
“Similar porous structures were observed across all sample groups, as the concentrations of SF (7%) and G (2%) remained constant, with the only variation being in MF concentration, and incorporated MFs was also seen in SEM images (Figure 3a–d).”
Quote in the paperNot a substantial claim - Findingown data
High-magnification SEM images confirmed that no NaOH granules were deposited on the microfibers.
“Also, high-magnification images confirmed the absence of NaOH granule deposition (Figure 2b).”
Quote in the paperNot a substantial claim - Findingown data
Increasing gelatin concentration in 7% silk fibroin did not significantly increase viscosity.
“An increase in G concentrations in 7% SF did not significantly increase the viscosity; however, all the compositions showed shear-thinning behavior (Supplementary Figure S5d).”
Quote in the paperNot a substantial claim - Findingown data
The 7SF2G1MF printed structure on porcine skin retained its shape after printing.
“As depicted in Figure 7c, the 7SF2G1MF printed structure on the porcine skin retained its shape post-printing.”
Quote in the paperSubstantial claim - Findingnone given
The study successfully evaluated 3D bioprinting performance using C2C12 cells with the customized handheld printer for volumetric muscle loss repair.
“In conclusion, a significant advancement in the in-situ tissue engineering techniques has been achieved by successfully evaluating 3D bioprinting performance utilizing C2C12 cells using our customized handheld printer for VML repair.”
Quote in the paperSubstantial claim - Findingown data
Enhanced cell attachment around the microfibers was observed in the 7SF2G1MF samples, suggesting fiber-induced cell adhesion.
“Indeed, our observations indicate enhanced cell attachment around the MF in the 7SF2G1MF samples, suggesting fiber-induced cell adhesion (Figure 7b).”
Quote in the paperSubstantial claim - Findingown data
The printed structure retained its shape after printing on day 1.
“The printed structure retained its shape post-printing on day 1 (Figure 7a), and live/dead staining was performed on days 1 and 3.”
Quote in the paperSubstantial claim - Findingown data
In this study, a lower microfibers concentration of 1% positively altered biological activity.
“Based on the outcomes it suggests that cell-cell interaction and cell spreading is closely regulated by the MF concentration in the gel and in our study, it was found that lower concentration (1% MF) positively altered the biological activity (Figure 5 and 6).”
Quote in the paperSubstantial claim - Findingown data
The handheld 3D printer was able to build structures.
“Later, a combination of silk fibroin and gelatin printability was assessed, depicting a similar trend in an increase in line width with an increase in injection speed (Figure 4b(i–iii)) and demonstrating the ability of the printer to build structures (Figure 4b(iv)).”
Quote in the paperSubstantial claim - Findingown data
Cells proliferated within the gel over time across all sample groups.
“As depicted in Figure 5b, the results indicate that cells proliferated within the gel over time across all sample groups.”
Quote in the paperSubstantial claim - Findingown data
Printing speed was proportional to printed line width.
“Supplementary Figure S6b shows that speed is proportional to line width.”
- Also stated in: § Discussion · boosted
“Evaluation of the printing performance of the handheld 3D printer revealed a linear relationship between extrusion speed and printed line width (Supplementary Figure 6 and Figure 4b), thus validating its printing capabilities.”
Quote in the paperNot a substantial claim - Also stated in: § Discussion · boosted
- Findingown data
By day 7, the 7SF2G1MF sample had a significantly higher cell number than the 7SF2G0MF and 7SF2G5MF groups.
“Notably, the 7SF2G1MF sample exhibited a significant increase in cell number compared to the 7SF2G0MF and 7SF2G5MF groups by day 7.”
Quote in the paperSubstantial claim - Findingown data
The 7SF2G3MF sample exhibited reduced cytoskeletal structure.
“In contrast, the 7SF2G3MF sample exhibited reduced cytoskeletal structure, while the 7SF2G5MF sample displayed cells with a predominantly round morphology (Figure 6c and d).”
Quote in the paperNot a substantial claim - Findingown data
For a combination of silk fibroin and gelatin, printed line width increased as injection speed increased.
“Later, a combination of silk fibroin and gelatin printability was assessed, depicting a similar trend in an increase in line width with an increase in injection speed (Figure 4b(i–iii)) and demonstrating the ability of the printer to build structures (Figure 4b(iv)).”
- Also stated in: § Handheld 3D printer performance · plain
“Printed line width was increased with an increase in speed (Figure 4b(v)), which corroborated the calibration data (Supplementary Figure S6b).”
Quote in the paperNot a substantial claim - Also stated in: § Handheld 3D printer performance · plain
- Findingown data
By day 3, cells began to spread and form cytoskeletal structures in all sample groups except the 7SF2G5MF group.
“By day 3, cells began to spread and form cytoskeletal structures in all sample groups except for the 7SF2G5MF group.”
Quote in the paperSubstantial claim - Findingown data
For alginate lines, a higher injection speed, speed 9, produced a larger line width.
“In that case, alginate lines were printed at different speeds, and their line width was analyzed where the higher injection rate of speed 9 resulted in a larger line width, as represented in Supplementary Figure S6a.”
Quote in the paperNot a substantial claim - Findingreasoning
An increase in microfibers density appears to reduce cell metabolic activity.
“However, an increase in MFs density appears to reduce cell metabolic activity.”
Quote in the paperSubstantial claim - Findingown data
The 7SF2G5MF sample displayed cells with a predominantly round morphology.
“In contrast, the 7SF2G3MF sample exhibited reduced cytoskeletal structure, while the 7SF2G5MF sample displayed cells with a predominantly round morphology (Figure 6c and d).”
Quote in the paperNot a substantial claim - Interpretationreasoning
Handheld printing removes the need for laboratory fabrication of a tailored construct.
“This eliminates the requirement for laboratory fabrication procedures to develop a tailored construct.”
Quote in the paperSubstantial claim - Premisecitation
Currently available engineered muscles have not reached clinical use.
“Despite their potential, currently, available engineered muscles have not reached the clinic[7].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [7] source
- Interpretationown data
Silk fibroin-based scaffolds reinforced with microfibers hold promise for VML by offering improved mechanical properties and fostering favorable cell-biomaterial interactions.
“In summary, SF-based scaffolds, reinforced with microfibers, hold promise for addressing VML by offering improved mechanical properties and fostering favorable cell-biomaterial interactions.”
Quote in the paperSubstantial claim - Premisecitation
Silk fibroin is a promising material for VML repair because its biocompatible fibrous protein structure mimics native extracellular matrix deficits.
“Silk fibroin (SF) presents a promising material for addressing VML repair as its biocompatible fibrous protein structure mimics native extracellular matrix (ECM) deficits [18–21].”
Quote in the paperSubstantial claim0 of 4 sources checked - Premisecitation
3D bioprinting can print bioinks containing muscle cells, growth factors, and biomaterials layer by layer to create functional muscle tissue mimics.
“Utilizing 3D bioprinting technology one can print bioinks containing muscle cells, growth factors, and biomaterials in a layer-by-layer manner to create functional muscle tissue mimics [10].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [10] source
- Premisecitation
Hydrogel-based 3D engineered muscles have become promising exogenous grafts for treating VML injuries.
“Hydrogel-based three-dimensional (3D) engineered muscles have emerged as promising exogenous muscle grafts for treating VML injuries [6].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [6] source
- Interpretationown data
Cell-cell interaction and cell spreading are closely regulated by the microfibers concentration in the gel.
“Based on the outcomes it suggests that cell-cell interaction and cell spreading is closely regulated by the MF concentration in the gel and in our study, it was found that lower concentration (1% MF) positively altered the biological activity (Figure 5 and 6).”
Quote in the paperSubstantial claim - Interpretationown data
The 7SF2G1MF group had enhanced cell-biomaterial interactions, as shown by proper cell morphology and metabolic activity.
“These findings highlight the enhanced cell-biomaterial interactions observed in the 7SF2G1MF group, characterized by proper cell morphological characteristics (Figure 5a and 6) and metabolic activity (Figure 5b).”
Quote in the paperSubstantial claim - Interpretationcitation
The handheld 3D printer has potential for translation into a practical surgical robotic arm bioprinter.
“Therefore, there is potential for the translation of the handheld 3D printer into a practical surgical robotic arm bioprinter.”
Quote in the paperNot a substantial claim
- 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).
PremisecitationBurdick 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.
PremisecitationThe 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.
PremisecitationExtremity 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.
PremisecitationHandheld 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.
PremisecitationFiber-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.
PremisecitationHandheld 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.
PremisecitationMandal 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- cites [31] source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAnother 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.
PremisecitationFiber-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 checkedMay combine two claims.
PremisecitationSilk 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.
PremisecitationHigher 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.
InterpretationcitationReduced 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).
PremisecitationPore 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.
PremisecitationCurrent 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).
PremisecitationPrevious 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.
PremisecitationMedium-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- cites [31] source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPrevious 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.
PremisecitationAdding 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 checkedMay combine two claims.
Findingown dataThe 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- Also stated in: § Discussion · plain
May combine two claims.
Findingown dataAfter 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 claimMay combine two claims.
Findingown dataIncreasing 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- Also stated in: § Development and characterization of silk fibroin and silk microfibers · plain
May combine two claims.
Findingown dataOver 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 claimMay combine two claims.
Findingown dataA 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 claimMay combine two claims.
Findingown dataUsing 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 claimMay combine two claims.
Findingown dataOn 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 claimMay combine two claims.
Findingown dataOn 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- Also stated in: § Discussion · hedged
May combine two claims.
Findingown dataA 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 claimMay combine two claims.
Findingown dataOn 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- Also stated in: § Cytotoxicity assessment of bioinks · plain
May combine two claims.
Findingown dataBy 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 claimMay combine two claims.
FindingreasoningIn 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 claimMay combine two claims.
Findingown dataThe 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 claimMay combine two claims.
Findingown dataCells 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 claimMay combine two claims.
Findingnone givenThe 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 claimClassified as probably not a substantial claim.
InterpretationreasoningDirectly 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.
PremisecitationSilk 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 checkedMay combine two claims.
Interpretationown dataThe 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 claimMay combine two claims.
PremisecitationIncorporating 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
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.”
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
MajorThe 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.
“In Figure 2e, the amplitude sweep plot revealed that the hydrogels exhibited viscoelastic solid-like behavior, with storage modulus (G′) greater than loss modulus (G″) for all the sample groups. An increase in MFs concentration had no discernible effect.”
“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).”
Conflicting claims about the effect of microfiber concentration on storage modulus
MajorThe 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.
“An increase in MFs concentration had no discernible effect.”
“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).”
Cites
Materials fabrication from Bombyx mori silk fibroin
Rockwood, D. N., Preda, R. C., Yücel, T., Wang, X., Lovett, M. L., & Kaplan, D. L. (2011) · Nature Protocols · doi:10.1038/nprot.2011.379 · Cited by 3,096 · see citing works
Silk fibroin as a functional biomaterial for tissue engineering
Sun, W., Gregory, D. A., Tomeh, M. A., & Zhao, X. (2021) · International Journal of Molecular Sciences · doi:10.3390/ijms22031499 · Cited by 552 · see citing works
Grogan, B. F., & Hsu, J. R. (2011) · American Academy of Orthopaedic Surgeon · doi:10.5435/00124635-201102001-00007 · Cited by 402 · see citing works
High-strength silk protein scaffolds for bone repair
Mandal, B. B., Grinberg, A., Seok Gil, E., Panilaitis, B., & Kaplan, D. L. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1119474109 · Cited by 401 · see citing works
Design and applications of man-made biomimetic fibrillar hydrogels
Prince, E., & Kumacheva, E. (2019) · Nature Reviews Materials · doi:10.1038/s41578-018-0077-9 · Cited by 379 · see citing works
<i>In situ</i>handheld three‐dimensional bioprinting for cartilage regeneration
Di Bella, C., Duchi, S., O'Connell, C. D., Blanchard, R., Augustine, C., Yue, Z., Thompson, F., Richards, C., Beirne, S., Onofrillo, C., et al. (2018) · Journal of Tissue Engineering and Regenerative Medicine · doi:10.1002/term.2476 · Cited by 313 · see citing works
Skeletal muscle tissue engineering: methods to form skeletal myotubes and their applications
Ostrovidov, S., Hosseini, V., Ahadian, S., Fujie, T., Parthiban, S. P., Ramalingam, M., Bae, H., Kaji, H., & Khademhosseini, A. (2014) · Tissue Engineering Part B: Reviews · doi:10.1089/ten.teb.2013.0534 · Cited by 302 · see citing works
Self-citation3D cell printing of functional skeletal muscle constructs using skeletal muscle-derived bioink
Choi, Y., Kim, T. G., Jeong, J., Yi, H., Park, J. W., Hwang, W., & Cho, D. (2016) · Advanced Healthcare Materials · doi:10.1002/adhm.201600483 · Cited by 298 · see citing works
O’Connell, C. D., Bella, C. D., Thompson, F., Augustine, C., Beirne, S., Cornock, R., Richards, C. J., Chung, J. H.-Y., Gambhir, S., Yue, Z., et al. (2016) · Biofabrication · doi:10.1088/1758-5090/8/1/015019 · Cited by 277 · see citing works
Juhas, M., Engelmayr, G. C., Fontanella, A. N., Palmer, G. M., & Bursac, N. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1402723111 · Cited by 246 · see citing works
Ferromagnetic soft catheter robots for minimally invasive bioprinting
Zhou, C., Yang, Y., Wang, J., Wu, Q., Gu, Z., Zhou, Y., Liu, X., Yang, Y., Tang, H., Ling, Q., et al. (2021) · Nature Communications · doi:10.1038/s41467-021-25386-w · Cited by 242 · see citing works
Li, Q., Xu, S., Feng, Q., Dai, Q., Yao, L., Zhang, Y., Gao, H., Dong, H., Chen, D., & Cao, X. (2021) · Bioactive Materials · doi:10.1016/j.bioactmat.2021.03.013 · Cited by 231 · see citing works
From mechanical resilience to active material properties in biopolymer networks
Burla, F., Mulla, Y., Vos, B. E., Aufderhorst-Roberts, A., & Koenderink, G. H. (2019) · Nature Reviews Physics · doi:10.1038/s42254-019-0036-4 · Cited by 224 · see citing works
Handheld co-axial bioprinting: application to in situ surgical cartilage repair
Duchi, S., Onofrillo, C., O’Connell, C. D., Blanchard, R., Augustine, C., Quigley, A. F., Kapsa, R. M. I., Pivonka, P., Wallace, G., Di Bella, C., et al. (2017) · Scientific Reports · doi:10.1038/s41598-017-05699-x · Cited by 219 · 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
Tonsomboon, K., & Oyen, M. L. (2013) · Journal of the Mechanical Behavior of Biomedical Materials · doi:10.1016/j.jmbbm.2013.03.001 · Cited by 207 · see citing works
Lin, C.-H., Lin, Y.-T., Yeh, J.-T., & Chen, C.-T. (2007) · Plastic and Reconstructive Surgery · doi:10.1097/01.prs.0000260595.85557.41 · Cited by 143 · see citing works
Hydrogels as artificial matrices for cell seeding in microfluidic devices
Akther, F., Little, P., Li, Z., Nguyen, N.-T., & Ta, H. T. (2020) · RSC Advances · doi:10.1039/d0ra08566a · Cited by 127 · see citing works
Nakayama, K. H., Quarta, M., Paine, P., Alcazar, C., Karakikes, I., Garcia, V., Abilez, O. J., Calvo, N. S., Simmons, C. S., Rando, T. A., et al. (2019) · Communications Biology · doi:10.1038/s42003-019-0416-4 · Cited by 113 · see citing works
Klinkenberg, M., Fischer, S., Kremer, T., Hernekamp, F., Lehnhardt, M., & Daigeler, A. (2013) · Plastic and Reconstructive Surgery · doi:10.1097/prs.0b013e31827786bc · Cited by 113 · see citing works
Programmable and contractile materials through cell encapsulation in fibrous hydrogel assemblies
Davidson, M. D., Prendergast, M. E., Ban, E., Xu, K. L., Mickel, G., Mensah, P., Dhand, A., Janmey, P. A., Shenoy, V. B., & Burdick, J. A. (2021) · Science Advances · doi:10.1126/sciadv.abi8157 · Cited by 101 · see citing works
Crosslinking strategies for silk fibroin hydrogels: promising biomedical materials
Farokhi, M., Aleemardani, M., Solouk, A., Mirzadeh, H., Teuschl, A. H., & Redl, H. (2021) · Biomedical Materials · doi:10.1088/1748-605x/abb615 · Cited by 95 · see citing works
Prendergast, M. E., Davidson, M. D., & Burdick, J. A. (2021) · Biofabrication · doi:10.1088/1758-5090/ac25cc · Cited by 93 · see citing works
Fiber density modulates cell spreading in 3D interstitial matrix mimetics
Matera, D. L., Wang, W. Y., Smith, M. R., Shikanov, A., & Baker, B. M. (2019) · ACS Biomaterials Science & Engineering · doi:10.1021/acsbiomaterials.9b00141 · Cited by 75 · see citing works
Injectable silk fibroin/polyurethane composite hydrogel for nucleus pulposus replacement
Hu, J., Chen, B., Guo, F., Du, J., Gu, P., Lin, X., Yang, W., Zhang, H., Lu, M., Huang, Y., et al. (2012) · Journal of Materials Science: Materials in Medicine · doi:10.1007/s10856-011-4533-y · Cited by 69 · see citing works
Portable hand-held bioprinters promote in situ tissue regeneration
Pazhouhnia, Z., Beheshtizadeh, N., Namini, M. S., & Lotfibakhshaiesh, N. (2022) · Bioengineering & Translational Medicine · doi:10.1002/btm2.10307 · Cited by 60 · see citing works
Fibers reinforced composite hydrogels with improved lubrication and load-bearing capacity
Li, J., Gao, L., Xu, R., Ma, S., Ma, Z., Liu, Y., Wu, Y., Feng, L., Cai, M., & Zhou, F. (2022) · Friction · doi:10.1007/s40544-020-0389-9 · Cited by 57 · see citing works
Current advances in three-dimensional tissue/organ printing
Park, J. H., Jang, J., Lee, J.-S., & Cho, D.-W. (2016) · Tissue Engineering and Regenerative Medicine · doi:10.1007/s13770-016-8111-8 · Cited by 51 · see citing works
Chaturvedi, V., Naskar, D., Kinnear, B. F., Grenik, E., Dye, D. E., Grounds, M. D., Kundu, S. C., & Coombe, D. R. (2017) · Journal of Tissue Engineering and Regenerative Medicine · doi:10.1002/term.2227 · Cited by 50 · see citing works
Hafeez, S., Decarli, M. C., Aldana, A., Ebrahimi, M., Ruiter, F. A. A., Duimel, H., van Blitterswijk, C., Pitet, L. M., Moroni, L., & Baker, M. B. (2023) · Advanced Materials · doi:10.1002/adma.202301242 · Cited by 48 · see citing works
Bio-inspired hydrogels with fibrous structure: a review on design and biomedical applications
Chen, Y., Hao, Y., Mensah, A., Lv, P., & Wei, Q. (2022) · Biomaterials Advances · doi:10.1016/j.bioadv.2022.212799 · Cited by 46 · see citing works
New dimensions of electrospun nanofiber material designs for biotechnological uses
Kamaraj, M., Moghimi, N., Chen, J., Morales, R., Chen, S., Khademhosseini, A., & John, J. V. (2024) · Trends in Biotechnology · doi:10.1016/j.tibtech.2023.11.008 · Cited by 44 · see citing works
Self-citationA handheld bioprinter for multi-material printing of complex constructs
Pagan, E., Stefanek, E., Seyfoori, A., Razzaghi, M., Chehri, B., Mousavi, A., Arnaldi, P., Ajji, Z., Dartora, D. R., Dabiri, S. M. H., et al. (2023) · Biofabrication · doi:10.1088/1758-5090/acc42c · Cited by 43 · see citing works
Self-citationTesta, S., Fornetti, E., Fuoco, C., Sanchez-Riera, C., Rizzo, F., Ciccotti, M., Cannata, S., Sciarra, T., & Gargioli, C. (2021) · Biomedicines · doi:10.3390/biomedicines9050564 · Cited by 43 · see citing works
Kulkarni, G., Guha Ray, P., Byram, P. K., Kaushal, M., Dhara, S., & Das, S. (2020) · International Journal of Biological Macromolecules · doi:10.1016/j.ijbiomac.2020.09.016 · Cited by 40 · see citing works
In situ 3D bioprinting: a promising technique in advanced biofabrication strategies
Mahmoudi, Z., Sedighi, M., Jafari, A., Naghieh, S., Stefanek, E., Akbari, M., & Savoji, H. (2023) · Bioprinting · doi:10.1016/j.bprint.2023.e00260 · Cited by 38 · see citing works
Silk Fibroin Based Formulations as Potential Hemostatic Agents
Biswas, S., Bhunia, B. K., Janani, G., & Mandal, B. B. (2022) · ACS Biomaterials Science & Engineering · doi:10.1021/acsbiomaterials.2c00170 · Cited by 38 · see citing works
Tan, X. H., Liu, L., Mitryashkin, A., Wang, Y., & Goh, J. C. H. (2022) · ACS Biomaterials Science & Engineering · doi:10.1021/acsbiomaterials.2c00313 · Cited by 36 · see citing works
Ramakrishnan, R., Chouhan, D., Vijayakumar Sreelatha, H., Arumugam, S., Mandal, B. B., & Krishnan, L. K. (2022) · ACS Biomaterials Science & Engineering · doi:10.1021/acsbiomaterials.2c00328 · Cited by 35 · see citing works
Moghimi, N., Kamaraj, M., Zehtabi, F., Amin Yavari, S., Kohandel, M., Khademhosseini, A., & John, J. V. (2024) · Journal of Materials Chemistry B · doi:10.1039/d3tb02924g · Cited by 24 · see citing works
Self-citationSilk based bio-inks for medical applications
Anant Deshpande, V., Antanitta. S, V., Kore, A., & Kandasubramanian, B. (2023) · European Polymer Journal · doi:10.1016/j.eurpolymj.2023.112255 · Cited by 23 · see citing works
3D printing a biocompatible elastomer for modeling muscle regeneration after volumetric muscle loss
Kiratitanaporn, W., Berry, D. B., Mudla, A., Fried, T., Lao, A., Yu, C., Hao, N., Ward, S. R., & Chen, S. (2022) · Biomaterials Advances · doi:10.1016/j.bioadv.2022.213171 · Cited by 20 · see citing works
Bragg, J. C., Kweon, H., Jo, Y., Lee, K. G., & Lin, C.-C. (2016) · RSC Advances · doi:10.1039/c6ra22908e · Cited by 17 · see citing works
Wood, A. T., Everett, D., Kumar, S., Mishra, M. K., & Thomas, V. (2019) · Journal of Biomedical Materials Research Part B: Applied Biomaterials · doi:10.1002/jbm.b.34125 · Cited by 15 · see citing works
Kamaraj, M., Datla, A., Moulton, S. E., & Rath, S. N. (2023) · ACS Applied Polymer Materials · doi:10.1021/acsapm.3c02480 · Cited by 12 · see citing works
Self-citationYang, S., Kim, H., Rezayof, O., Bonyun, J., John, J. V., Dokmeci, M. R., Khademhosseini, A., & Alambeigi, F. (2025) · IEEE Transactions on Automation Science and Engineering · doi:10.1109/tase.2024.3382200 · Cited by 7 · see citing works
Self-citation
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3 of the 49 references couldn’t be matched to a known paper.
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Hierarchical design of silkworm silk for functional composites
Yang, K., Zhang, J., Zhang, C., Guan, J., Ling, S., & Shao, Z. (2025) · Chemical Society Reviews · doi:10.1039/d4cs00776j · Cited by 46 · see citing works
Fan, L., Cai, Z., Zhao, J., Mahmoudi, N., Wang, Y., Cheeseman, S., Aguilar, L. M. C., Reis, R. L., Kundu, S. C., Kaplan, D. L., et al. (2025) · ACS Nano · doi:10.1021/acsnano.4c18568 · Cited by 32 · see citing works
Advanced Biomanufacturing Technologies for Micro-physiological Systems
Kim, M. K., Yoon, J., Kim, D., Kim, J., Kim, J.-S., Go, G., Song, J., Son, S., Park, K., Lee, D., et al. (2025) · International Journal of Precision Engineering and Manufacturing · doi:10.1007/s12541-025-01330-6 · Cited by 17 · see citing works
Xu, S., Dong, C., Yu, X., Lv, T., Zeng, D., Li, R., Bao, X., & Zhang, K. (2025) · Journal of Materials Research and Technology · doi:10.1016/j.jmrt.2024.12.267 · Cited by 8 · see citing works
Recent Advances in Handheld and Robotic Bioprinting Approach for Tissue Engineering
Kamaraj, M., Moghimi, N., Joshi, A., Rezayof, O., Barer, A., Cao, S., Orkin, R., Alambeigi, F., & John, J. V. (2025) · Advanced Materials Technologies · doi:10.1002/admt.202500206 · Cited by 8 · see citing works
Self-citationIn vitro models of muscle spindles: From traditional methods to 3D bioprinting strategies
Kang, Y., Kalaskar, D. M., & Player, D. J. (2025) · Journal of Tissue Engineering · doi:10.1177/20417314251343388 · Cited by 5 · see citing works
Neuhäusler, A., Lindner, N., & Blaeser, A. (2026) · Materials Today Bio · doi:10.1016/j.mtbio.2026.102799 · Cited by 5 · see citing works
Multimodal bioprinting of pigmented skin with algorithm-tuned control
Kang, R., Li, M., Cheng, R., Sang, L., Liu, A., Zhang, H., & Sang, S. (2025) · Biomaterials Advances · doi:10.1016/j.bioadv.2025.214487 · Cited by 3 · see citing works
Budharaju, H., K, P. K. S., Rajendran, M., Sivasubramanian, M., Sethuraman, S., & Sundaramurthi, D. (2026) · ACS Biomaterials Science & Engineering · doi:10.1021/acsbiomaterials.5c01868 · Cited by 5 · see citing works
Topical Delivery of 4-Aminopyridine Enhances Skin Regeneration in Burn WoundsPreprint
Ellur, G., Kamaraj, M., Elfar, J. C., et al. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.06.05.658142 · Cited by 1 · see citing works
Self-citationFuster-Gómez, S., Navarro-Páez, F., Roca, F. G., & Monleon-Pradas, M. (2026) · International Journal of Biological Macromolecules · doi:10.1016/j.ijbiomac.2026.151329
(2025) · doi:10.1109/iros60139.2025.11245956
Self-citationHydrogels for Skeletal Muscle Regeneration: Design, Fabrication, and Future Applications
Meng, Q., Xiao, M., Zhang, N., Yang, Z., Leng, H., Feng, X., Zhou, L., & Bao, C. (2026) · ACS Polymers Au · doi:10.1021/acspolymersau.6c00055 · Cited by 1 · see citing works
Advances in 3D printed blood–brain barrier models
Dong, Y., Wang, D. M., Chen, J., Jeon, T., & Kang, L. (2026) · Biofabrication · doi:10.1088/1758-5090/ae5d73 · Cited by 1 · see citing works
- 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.
- ORCID
- Venue
- Biomaterials Advances
- Publisher
- Elsevier BV
- Published
- 2025-01
- Volume
- 166
- Pages
- 214057
- ISSN
- 2772-9508 (ISSN-L)
- PMC
- PMC11560616
- OpenAlex
- W4402999345
- Semantic Scholar
- d5e74bc3b09d73eb66bbdd2ef1c0fab25fb6503b
- Cited by
- 17
- References
- 49
- Citations by year
- 2026: 6 · 2025: 11
- FWCI
- 1.86
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- www.elsevier.com/legal/tdmrep-license (tdm)
- www.elsevier.com/open-access/userlicense/1.0/ (am, 275 d)
- doi.org/10.15223/policy-017 (stm-asf)
- doi.org/10.15223/policy-037 (stm-asf)
- doi.org/10.15223/policy-012 (stm-asf)
- doi.org/10.15223/policy-029 (stm-asf)
- doi.org/10.15223/policy-004 (stm-asf)
- 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.
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