3.1. Ink Preparation and Rheological Behavior
An overview of the ink development process is illustrated in
Figure 1a, showing the five GG-based nanostructured formulations prepared with ND loadings ranging from 0 to 3%
w/
v (
Figure 1b). Ultrasonication effectively dispersed the ND powder before the stepwise addition of GG powder at 80 °C, while the prolonged preparation time (4 h under magnetic stirring, covered to prevent evaporation) ensured ink homogeneity. GG is often used as a versatile material for extrusion-based 3D printing and bioprinting applications due to its excellent printability, ease of processing, and mild ionic gelation conditions [
29]. In this study, GG was selected since it is widely used in tissue engineering, while it is inherently bioinert, with limited cellular interactions, providing a matrix for exploring the potential of ND to stimulate cell interactions. By varying the ND concentration within this soft, inert matrix, these formulations were designed to determine whether ND loading could induce changes in the local microenvironment and subsequently modulate cellular responses in hydrated 3D systems.
The development of the inks produced smooth precursor solutions for ND concentrations up to 2%, all of which could be extruded through the 0.2 mm metallic needle and crosslinked by CaCl
2 immersion to form robust filaments. The injectability and extrusion behavior of the formulations were first evaluated manually, using a 1 mL syringe equipped with a printing needle. All formulations formed continuous filaments upon deposition on a glass slide, indicating baseline suitability for printing. Filament formation under 3D printing conditions was further evaluated by employing the filament drop test [
30,
31], where filaments were extruded freely into the air to assess their flow characteristics and filament structural integrity (
Figure 1c). An optimal formulation should produce a continuous, uniform filament that ensures stable and reproducible extrusion. Conversely, formulations with insufficient viscosity tend to form droplets, unable to support subsequent scaffold layers, while overly viscous inks lead to discontinuous filament geometry due to impaired material flow.
The incorporation of NDs notably influenced continuous filament formation at 1 and 2%. GG_ND0% and GG_ND0.5% formed irregular filaments, with structural inconsistencies resembling filaments previously described as over-gelled by Ouyang et al. [
31]. As ND concentration increased, filament uniformity was visibly improved. GG_ND1% and GG_ND2% produced well-defined, continuous filaments with consistent diameters, demonstrating an adequate balance between viscosity and filament formation ability. In contrast, GG_ND3% frequently caused needle clogging, generating irregular, discontinuous filaments upon extrusion, likely due to nanoparticle aggregation within the needle lumen. These aggregation phenomena often disrupted extrusion, making the GG_ND3% formulation unreliable for extrusion under similar conditions. In fibrous electrospun poly(vinyl alcohol) loaded with ND concentrations ranging from 0 to 5%
w/
v, Wang et al. [
32] observed that their dispersion in water, applied in a similar manner as in our study, was most effective for the 2% ND loading. This led to an increased reinforcing effect for the 2% ND loading compared to other ND concentrations. The 2% ND formulation yielded stronger electrospun mats with increased Young′s modulus, tensile strength, and elongation at break without impeding the fabrication process. However, higher concentrations of NDs reduced the tensile modulus and tensile strength of the nanofibrous materials. Taken together, these findings, our own processing experience, and the fabrication process limitations led us to select four formulations containing 0–2%
w/
v NDs for further characterization.
Subsequently, the rheological properties of the four selected formulations were assessed to evaluate the effect of increasing ND loading on ink viscosity, shear-thinning behavior, and viscosity recovery post-extrusion. All tested formulations exhibited pronounced shear-thinning behavior, as evidenced by the progressive decrease in viscosity observed with increasing shear rate (
Figure 2a). GG′s inherent shear thinning properties, along with the colloidal characteristics of NDs, effectively facilitated filament continuity and consistency during extrusion, particularly for inks containing 1 and 2%
w/
v NDs. While all formulations exhibited similar viscosity decreasing curves, GG_ND2% consistently showed lower values across the tested shear rate interval. This behavior suggested improved fluidity under stress, which could indicate balanced particle distribution and reduced aggregation on one hand, while their presence between polymer chains could moderately disrupt GG polymer–polymer interactions on the other hand, both of which enhance shear thinning properties. This non-Newtonian, pseudoplastic behavior is essential for extrusion-based fabrication processes, as it facilitates material flow through the nozzle under applied shear stress [
27].
Complementarily, after shear thinning supports material flow during extrusion, the inks’ rapid viscosity recovery post-extrusion ensures filament stability, contributing to their ability to support multiple layers and, ultimately, to the shape fidelity of the printed objects. Through three-interval thixotropy tests [
33], the stress applied to the material simulates material storage within the cartridge, where high viscosity is maintained (
Figure 2b, first interval, 120 s). Further, applied shear stress increases, reflecting the conditions induced within the material during extrusion (second interval, 60 s). All formulations showed a rapid decrease in viscosity, ranging from a 90% reduction for GG_ND0% to an over 99.5% reduction in formulations containing NDs. The increased viscosity reduction in ND-containing formulations could indicate that ND incorporation improves material flow during extrusion, consistent with other nanostructured bioink systems, where nanoparticles were shown to reduce internal friction, enhance shear thinning, and improve extrusion behavior [
34]. Post-extrusion, the viscosity recovery rates were maintained between 30 and 35% for all inks, indicating partial structural recovery (third interval, 120 s). While the literature typically reports higher recovery rates, typically over 80% [
27] for maintaining shape fidelity, it is important to note that this benchmark is not absolute and remains highly dependent on the specific ink composition and associated physicochemical properties. In our case, despite moderate viscosity recovery rates, the printed filaments and structures remained stable and maintained their designed architecture, with each layer effectively supporting subsequent layers (for up to 60 layers) during fabrication. This could be primarily attributed to the inherent thermal gelation properties of GG. The selected printing temperature (60 °C) was determined based on preliminary studies and data in the literature, demonstrating that GG undergoes a primary to secondary structure transition, forming stable junction zones at elevated temperatures and promoting optimal printability and rapid filament stabilization upon cooling [
35]. Post-printing, exposure to room temperature induced GG chain entanglement, going from single-stranded chains to double-helix structures [
36]. Hydrogen bond formation with incorporated NDs is facilitated by GG′s high molecular weight and the rich chemical functionalities along its polymeric backbone, as well as on the nanofiller surface, effectively contributing to the printed filament stabilization. Therefore, despite the low viscosity recovery values, the consistent absence of structural collapse during multi-layered printing indicates that print fidelity in this system is not exclusively dependent on thixotropic recovery. Although our recovery values (30–35%) were lower than commonly cited thresholds for printable inks, we were unable to identify previous studies that report similarly low viscosity recovery values while achieving comparable high structural fidelity. This suggests that thixotropic recovery thresholds may not be universally applicable, particularly in systems such as ours that could rely on thermal gelation and hydrogen bonding to stabilize the deposited filaments. While the 3ITT test was performed at the printing temperature (60 °C), structural stabilization occurs rapidly upon extrusion due to the lower ambient temperature (25 °C) in the bioprinter cabinet. Thus, material-specific gelation and reinforcement mechanisms should be considered when interpreting rheological recovery values in the context of ink performance.
The acquired experimental rheological data were fitted to both power law and Carreau models to characterize the shear-thinning behavior and viscosity variations of the developed inks across the investigated shear rate range (0–1000 s
−1).
Figure 2c illustrates the viscosity curves obtained experimentally (blue circles), alongside predictions derived from both the power law (blue line) and Carreau (red line) models. All formulations displayed pronounced shear-thinning characteristics, as evidenced by the rapid viscosity decrease occurring predominantly at shear rates below 50 s
−1, followed by a gradual reduction in viscosity towards a plateau at higher shear rates (100–1000 s
−1). This behavior reflects the disruption of intermolecular interactions and physical molecular entanglement within the polymeric network, as well as the possible alignment of the polymer chains in the direction of the flow under high shear, which is consistent with other nanocomposite systems designed for bioprinting [
34,
37].
Figure 2d shows the parameters obtained for the two mathematical models. The power law model accurately captured the viscosity pattern of all tested formulations, with high correlation coefficients (Rsq > 0.997 for all compositions,
Figure 2d). Its superior fit emphasized the strongly pseudoplastic nature of the GG-based inks and suggested that the viscosity dependence on shear rate is best described by a two-parameter relationship. The calculated flow behavior index (
) indicated pronounced shear-thinning behavior for all compositions, independent of the ND loading within the tested concentration range, suggesting a limited influence of the nanofiller on the fundamental flow behavior of the composition. In contrast, the Carreau model, although commonly applied to characterize complex fluids, showed lower fitting accuracy (Rsq values ranging from 0.9679 to 0.9771). Specifically, the model underpredicted viscosity at low shear rates and deviated from the experimentally acquired data, as observed in all plots, determining its inability to capture the early-stage structural breakdown dynamics of the GG_ND formulations. This underprediction is primarily due to the Carreau model’s global fitting bias toward high-viscosity regions, which dominate the Rsq calculation over the wide dynamic range of the dataset [
38]. Such deviations, particularly at low shear rates, are consistent with known limitations of the model in capturing early-stage structural transitions in polymeric fluids, even when overall Rsq values remain high [
39].
These observations are consistent with the previous literature on nanostructured inks, with models like power law providing accuracy for strongly shear-thinning inks in practical extrusion-based scenarios [
27,
40,
41]. Therefore, the accurate power law fitting of the experimental rheological data indicates their potential for 3D printing, providing reliable predictive insights into their flow behavior during scaffold fabrication.
Experimentally and mathematically obtained parameters, including material densities, viscosity profiles, applied extrusion pressure, and rheological coefficients derived from power law model fitting (
Figure 2d), were integrated into CFD simulations (
Figure 3). The shear rate (
Figure 3a) generated within the cartridge maintained low values for all formulations (3.84 e
−5 s
−1), increasing as the geometry narrowed towards the cartridge-needle junction (around 0.5 s
−1) and particularly towards the needle. The shear rate reached maximum values of 670–750 s
−1 towards the needle wall, consistent with the literature [
42], with gradually lower shear induced towards its lumen (5–200 s
−1). The mechanical stress that the material experiences during extrusion can cause shear-induced alignment of polymer chains and aid nanoparticle dispersion, reducing viscosity and facilitating the printing process [
43], in accordance with our rheological findings. Shear stress (
Figure 3b) mirrored the shear rate distribution, concentrating along the inner surface of the needle, where flow resistance is the highest. The stress levels from the cartridge walls (roughly 3.5 × 10
−7 kPa) to the needle walls (0.14 kPa) remained within a very low range, particularly in formulations containing NDs (0.05–0.08 kPa), indicating a reduced resistance to flow. This slight shear stress attenuation in ND-containing formulations could suggest enhanced nanoparticle–polymer interactions and microstructural rearrangement, which could facilitate chain alignment and lower internal friction under shear without compromising the material integrity [
43].
The pressure distribution (
Figure 3c) showed a gradient within the needle as the materials transition from the wider chamber of the needle (201 kPa) to the narrow channel within its lumen, dropping to roughly 190 kPa for ND-containing formulations and 148 kPa for GG_ND0% towards the needle tip. The increasing nanofiller content did not disrupt the pressure profile, which remained similar between formulations, confirming that ND incorporation does not compromise printability under consistent conditions. Combined with the mathematical models, rheological and simulated shear data, the CFD simulations mapped out a pronounced shear thinning behavior of the materials, with dynamic viscosity dropping sharply in the high shear regions (
Figure 3d) from maximums of 2.43 Pa s within the cartridge to 0.22 Pa s near the needle walls (GG_ND0%). For ND-laden inks, the viscosity reduction is more pronounced, reaching 0.08–0.12 Pa s. While slightly lower than the 99% reduction in viscosity observed in the 3ITT experiments at 100 s
−1, the values confirm the shear thinning behavior of the compositions, showing a 91% viscosity drop in GG_ND0% and a 95–97% reduction in ND-containing formulations when exposed to shear rates up to 750 s
−1. Lower viscosity within the needle facilitates material flow, while higher viscosity under low shear suggests the rapid viscosity recovery once extruded, supporting filament shape fidelity post-extrusion. The simulated and experimentally acquired data confirmed that the increasing ND loading did not hinder the reliable extrusion of the materials in consistent printing conditions. On the contrary, the ND content lowered the wall shear stress and enhanced the viscosity reduction under applied shear stress, supporting material flow. In addition, all pressure values were within the practical limits of most extrusion-based 3D printing equipment, making the GG_ND formulations scalable while preventing the need for additional hardware. However, it is important to note that the CFD model used in this study assumed no-slip boundary conditions along the needle and cartridge walls. While this is a common simplification in extrusion-based simulations, particularly when using metallic needles with certain surface roughness, wall slip could influence the flow behavior of shear-thinning materials [
40,
44,
45]. Further, the four selected formulations with 0–2% ND loading were used to fabricate the printed structures, followed by the ionic formation of the GG network using CaCl
2. After thorough washing, the crosslinked structures were used to assess the reinforcing effect of NDs on the GG matrix, as well as their influence on the biological response.
3.2. ND Structural Reinforcing Effect
The effect of ND loading on the microstructural features of the GG matrix was evaluated through SEM imaging and high-resolution micro-computed tomography (
Figure 4).
Figure 4a provides a schematic illustration of the polymeric GG matrix with varying concentrations of ND particles (0–2%
w/
v). At low concentrations, the nanoparticles are sparsely dispersed, while increased loading leads to more effective nanoparticle–polymer interactions due to improved ND distribution within the matrix. At higher ND concentrations, a certain degree of nanoparticle clustering is anticipated. In this context, the presence of small ND clusters dispersed throughout the macromolecular network is beneficial, as they form stiff nanoscale islands that can act as mechanical anchor points for cell adhesion. This distribution pattern was supported by our previous work, where preferential cell attachment was observed towards ND agglomerates present on electrospun nanofiber surfaces [
11,
12,
13].
The scaffolds’ morphology after dehydration provides indications of the density and stability of the material. In the absence of NDs, the GG matrix had irregular, poorly defined pores and filament structure, as indicated by the SEM images (
Figure 4b). The scaffold surface appeared rough and non-uniform, following shrinkage specific to polysaccharide hydrogels, demonstrating instability during the drying process. The addition of 0.5% NDs showed minor improvement in filament definition compared to GG_ND0%, with persistent surface irregularities, filament fusion, and partial collapse. However, increasing the ND content to 1% enhanced filament uniformity, surface smoothness, and pore definition, reducing the previously noticed shrinkage during dehydration. At the highest concentration (2% NDs), the scaffold had an adequate morphological uniformity, well-defined pore architecture, and continuous smooth filament surfaces, indicating the significant structural reinforcement of the NDs. These effects could be attributed to improved nanoparticle–polymer physical interactions, most probably due to H-bonding, and increased solid content, reducing filament collapse and enhancing scaffold robustness during the drying process.
Pore area fraction and average pore size area measurements (
Figure 4c,d) reinforce the morphological trends observed in SEM imaging. Increasing the ND content significantly increased the pore area fraction of the scaffolds (
Figure 4c), rising from approximately 23% in GG_ND0% to over 37% for GG_ND2%. This increase in porosity is consistent with the improved filament fidelity and reduced shrinkage observed at higher nanofiller concentrations, likely due to the reinforcement effect of NDs increasing the total solid content, stabilizing the hydrogel network against shrinking during gradient ethanol drying, and preventing collapse. In contrast, variations in the average pore area (
Figure 4d) were not significant across groups, ranging from 140 µm
2 for the control group to 230 µm
2 for the well-defined pores of GG_ND2%. Importantly, this quantification was based on SEM, capturing the top-most layers of material, which are less affected by the deposition of subsequent layers and may present more uniform pore features.
To better understand the internal scaffold architecture, interconnected porosity, and structural deformation under load, µCT was used for the 3D assessment of hydrated scaffolds. This enabled the visualization of the scaffolds before (
Figure 4c) and after mechanical compression (
Figure 4d), with
Figure 4e showing an overlap between undeformed (no color) and compressed (red) structures. Control scaffolds (GG_ND0%) demonstrated numerous irregularities before compression, including closed pore channels. Upon compression, the deformation and lateral expansion were substantial, confirming their low mechanical resilience and insufficient internal reinforcement. Incremental improvements were observed in 0.5% ND loading, with more open porosity and reduced lateral expansion, though deformation remained significant. Notably, scaffolds containing 1% ND displayed better structural coherence, reduced lateral expansion, and improved resistance to mechanical loading. The highest ND loading (GG_ND2%) provided the most effective structural stabilization, demonstrating remarkable preservation of scaffold architecture under compression, with minimal deformation and lateral expansion (
Figure 4e). In addition, the porosity remained open before and after compression, with larger and more consistent pores observed in the GG_ND1% and GG_ND2% across scaffold layers. Such pore architectures could be associated with enhanced nutrient permeability, vascular infiltration, bone tissue formation, and ECM production [
46].
Rheological characterization was conducted to assess the viscoelastic behavior of the hydrogel formulations across a range of deformations (
Figure 4f,g). At a frequency of 1 Hz, when oscillation amplitude was varied (
Figure 4f), all samples had a predominantly elastic behavior, with G′ dominating over G″ for most of the tested stress range. This confirms the gel-like behavior of the formulations at low and medium shear stress values. At higher shear, G′ crosses G″, indicating the irreversible structural deformation of the hydrogel network. The yield point (the crossover of G′ and G″) of GG_ND0% and GG_ND0.5% occurs around 400 Pa, shifting to higher values for increased ND concentrations. For GG_ND1%, the irreversible network deformation occurs around 650 Pa, while for GG_ND2%, it is shifted towards 1000 Pa. This suggests enhanced structural strength and network integrity and higher forces needed to induce the irreversible deformation of the hydrogel network at higher ND loadings, likely due to stronger physical interactions between the NDs and the GG polymer chains. When the oscillation frequency was varied, the complex modulus (G*) remained relatively stable across frequencies for all samples, with GG_ND2% showing the least variation. Therefore, the hypothesis that higher ND loading improved the stability of the hydrogel network, minimizing viscoelastic relaxation under oscillatory loading, is further supported. While the rheological differences among groups were modest, the trends could suggest improved hydrogel resilience at higher ND content, which could influence overall scaffold performance post-printing.
Uniaxial compression tests were performed on printed scaffolds in the hydrated state, using similar samples as for µCT imaging. The average compressive modulus measured at 2% strain is illustrated in
Figure 4j. Interestingly, in contrast to rheological measurements and µCT-based structural preservation, the compressive stiffness decreased across all ND-containing groups compared to GG_ND0% (approx. 158 kPa). GG_ND0.5% and GG_ND2% showed significantly reduced moduli (65 and 31 kPa, respectively), while GG_ND1% displayed a moderate modulus (105 kPa). The variation in stiffness across ND concentrations reflects a complex interplay between NP reinforcement, nanofiller dispersion, and print fidelity. The compressive modulus is highly influenced by the occurrence of structural defects, closed pore channels, and variations in filament deposition during printing. The reduced stiffness at 0.5% ND loading could also suggest insufficient nanofiller concentration for their homogenous dispersion within the matrix, hindering homogenous load distribution [
47]. The non-linear relationship between the compression modulus and the ND loading, particularly in GG_ND1%, could be attributed to the effective NP dispersion within the hydrogel matrix at 1% ND loading, supporting load transfer and promoting local matrix stiffening through possible hydrogen bonding interactions with the polymer chains [
48,
49]. While GG_ND2% exhibited excellent structural integrity in µCT, the slight decrease in modulus compared to GG_ND1% may indicate early-stage nanoparticle aggregation and structural interference at higher loading, despite the uniform extrusion process and surface uniformity observed in SEM. Such phenomena have been previously reported in NP-reinforced matrices, where both underfilling and overloading can reduce mechanical performance due to aggregation, network interference, or defects introduced during fabrication and processing [
47,
50,
51]. Despite having the lowest modulus among the tested groups, GG_ND2% remains relevant, as soft hydrogel environments in the range of 20–30 kPa have yielded comparable results with the polystyrene substrates in terms of cell migration speed and cell spreading area of MCT3T3-E1 preosteoblasts [
52]. Additionally, the local nanomechanical properties induced by the presence of NDs may complement biologically relevant cues for preosteoblast attachment and spreading, contributing to cellular responses independently of global scaffold mechanics [
53].
3.3. Influence of ND Loading on Cellular Behavior
To explore whether the structural reinforcement and morphological improvements induced by ND incorporation into the GG matrix also influence biological interactions with the scaffolds, cellular responses were assessed using MC3T3-E1 murine preosteoblasts. Cells were seeded onto casted hydrogel scaffolds (5 mm diameter, 2 mm height) to evaluate viability and proliferation, cytotoxic profile, and cell adhesion over 7 days of culture (
Figure 5).
The biocompatibility evaluation of GG_ND scaffolds showed overall satisfactory results, which are represented in
Figure 5. Quantitative evaluation of cellular metabolic activity after 1 day of in vitro culture revealed a good viability on all tested composites compared to TCP (98% viability), with a slight increase for the GG_ND2% (90% viability) (
Figure 5a). After 7 days of culture, a beneficial effect of ND loading in the GG matrix can be observed. Cells grown on GG_ND0% relatively maintained their metabolic activity (81% viability) compared to TCP from 1 to 7 days of culture. However, for the ND-enriched systems, there was an increase in viability during the period of testing, with the MC3T3-E1_GG_ND2% system having the best results (96% viability), comparable to TCP (98% viability). Regarding the cytotoxic profile, low levels of lactic dehydrogenase release were registered after 1 day of culture for all systems, with a slight increase upon 7 days post-seeding. Additionally, no significant differences were registered between these compositions at both tested time points. LDH assay results (
Figure 5b) indicated that the addition of ND to the GG matrix does not induce any significant cytotoxicity to MC3T3-E1 cell culture throughout the 7 days of testing.
The microscopy images acquired after the Live/Dead assay allowed the concomitant observation of live and dead cells in contact with GG_ND substrates after 1 (
Figure 5c) and 7 days (
Figure 5d) of in vitro culture, as well as the cellular distribution and spreading. Live cells are represented in green and were labelled with calcein AM, and dead cells’ nuclei are represented in red and were labelled with EtBr. After 1 day of culture, green live cells can be seen on all tested composites, with the MC3T3-E1_GG_ND2% system displaying a higher proportion. Additionally, no red nuclei are present on either material, and cells grown on GG_ND1% and GG_ND2% scaffolds present an elongated shape, indicating a good interaction between murine preosteoblasts and ND-enriched composites in the first hours. After 7 days, cell proliferation is evident compared to day 1, especially for the GG_ND2% composite. Moreover, the orthogonal and 3D projections of the systems (
Figure 5e) display the cellular distribution after 7 days of culture. GG_ND2% presents not only the highest proportion of live cells but also a more uniform cellular distribution compared to the other composites, which can be attributed to the increased ND content. These observations are highly correlated with the results from the quantitative assays, confirming the positive impact of NDs on murine preosteoblast culture.
Findings from these biological assays were correlated with the local mechanical properties of the scaffolds’ surfaces, which were investigated through nanoindentation. The panel in
Figure 6a shows the minimum and maximum values of the storage modulus (G′, kPa) that were obtained for rehydrated casted scaffolds. A proportional increase in G′ can be observed along with the ND concentration increase, from a maximum of 349 kPa in the absence of NDs to a maximum of over 500 kPa in 2% ND loading, confirming their properties towards GG matrix reinforcement. Correlated with their improved biological response, this is in accordance with other studies stating that early cell adhesion is determined by non-specific cell–biomaterial surface interactions, with surface characteristics such as roughness, chemical functionalization, and surface charge dictating initial cell responses by mediating adhesion and protein adsorption [
54].
While compression tests evaluated the overall mechanical behavior of the constructs, nanoindentation assessed localized surface properties at the microscale. The differences observed between these two methods reflect a scale-dependent mechanical response and provide complementary insights. For instance, although the compressive modulus of the GG_ND2% scaffolds remained around 30 kPa, nanoindentation revealed surface stiffness values reaching up to 500 kPa, highlighting the localized reinforcement imparted by NDs. This contrast arises because the bulk mechanical properties are strongly influenced by macrostructural features such as open porosity and architectural fidelity of the scaffolds, whereas nanoindentation captures the mechanical contributions of nanoscale domains, including ND-rich regions localized towards the filament surface. Rather than prioritizing high compressive strength, our approach aimed to fabricate a hydrated, biocompatible matrix, in which NDs act as rigid inclusions that locally reinforce the network and enhance surface stiffness at the cell–material interface.
The wide range of values obtained in nanoindentation illustrates the anisotropic character of the composite structures, as well as the reduced dimensions of the punch (roughly 500 µm), allowing the measurement of particular areas of the filaments. Depending on those two factors, the measurement could reflect the soft hydrated GG matrix, with lower G′ values, or areas of eventual ND agglomerates, with their increased hardness yielding higher storage modulus. The increase in G′ could also be determined by enhanced interactions between the rich surface chemistry of NDs and the GG matrix [
55], with possible hydrogen bonding and ionic interactions enabling NDs to act as mild physical crosslinking agents for the GG molecules. Despite their effective initial ultrasonic dispersion, NDs have a natural tendency to agglomerate, due to the functional groups present on their surface. Although it might be viewed as a drawback, this behavior can be of great use. In our previous studies in 2D environments, ND agglomerates localized towards the surface of gelatin substrates enhanced preosteoblast spreading and viability, while in hASCs, ND clusters supported cell adhesion, migration, and proliferation on the surface of electrospun fibers [
12]. In addition, F-actin staining showed a proportional increase in hASCs cytoskeleton elongation along with increasing NDs concentrations, supporting their differentiation towards neural-like cells, with most favorable cell responses recorded at 1%
w/
v ND loading, compared to 0 or 0.5%.
Here, the influence of ND presence on cellular adhesion was investigated by staining the actin filaments of MC3T3-E1 preosteoblasts with phalloidin-FITC 48 h post-seeding (
Figure 6b). Cells adhered to ND-enriched substrates displayed a well-developed cytoskeleton network compared to GG_ND0%, and this effect seems to be enhanced on GG_ND2%, emphasizing the benefits of this nanocomponent in supporting cellular adhesion. Furthermore, cell area measurements (
Figure 6c) confirmed that the average cell area increased with ND concentration, with significantly greater spreading observed for GG_ND2% compared to GG_ND0% (
p < 0.05). A similar trend can be observed in fluorescence intensity (
Figure 6d), with higher values registered for the GG_ND2% scaffolds. The increase in fluorescence intensity could be attributed to the development of more defined cytoskeletal networks and possibly thicker actin filaments. Those effects could be linked to the increased local stiffness imparted by ND loading, as it is widely reported that cells grown on stiffer substrates tend to undergo cytoskeleton network reorganization and activation of mechanotransduction pathways that, in the end, promote osteogenic differentiation [
56,
57,
58]. To further support this relationship, cell area values were plotted against the maximum local storage modulus (G′ max) obtained through nanoindentation (
Figure 6e). A positive linear correlation was observed (Rsq = 0.9450), suggesting that increased local stiffness at the scaffold surface promotes greater cell spreading. Although global scaffold stiffness measured in uniaxial compression was reduced in GG_ND2%, there is a strong link between local mechanical cues, such as those created by ND-rich regions, and cell behavior at the cell-material interface. Our findings are consistent with other studies that have utilized ND to improve cellular interactions with various types of scaffolds [
11,
12,
13,
20]. In poly(L-lactide)-co-(ɛ-caprolactone) copolymer scaffolds, surface functionalization using NDs enhanced cell attachment, proliferation, and differentiation in bone marrow mesenchymal stem cells [
20], while in sheep calvarial defects, they determined an increase in BMP-2 and COL I expression, leading to over 20% enhancement of new bone formation compared to non-functionalized scaffolds. The incorporation of ND into poly(ε-caprolactone) fibrous matrices has led to an increase in MC3T3-E1 viability and proliferation and had a stimulatory effect on their osteogenic differentiation by increasing mineralization and the activity of alkaline phosphatase (ALP) [
19]. These results underscore the potential of ND inclusion for structural reinforcement of GG matrices, as well as the potential of guiding cell–material interactions through nanomechanical modulation. By creating nanomechanical anchor points at the scaffold surface, ND-rich regions may enhance mechanosensitive cell behaviors such as spreading, adhesion, and cytoskeletal organization.
3.4. Bioactivation
Considering the excellent injectability of the GG_ND2% formulation, supporting the fabrication of scaffolds with enhanced morphostructural characteristics that elicit improved cellular responses of MC3T3-E1 preosteoblasts, this formulation was selected for bioactivation using ICA. It was shown that ICA treatment promoted bone mesenchymal stem cells’ viability and osteogenic differentiation by upregulating BMP-2/Smad5 and WNT/B-catenin pathways, increasing osteogenic markers like
Runx2 expression and stimulating ALP activity, both in vitro and in vivo, in a rat femoral head osteonecrosis model [
59]. Furthermore, ICA can promote angiogenesis by activating endothelial cell migration and proliferation, which is essential for bone tissue regeneration [
60].
In our case, while both GG and NDs are inherently biocompatible, neither the polysaccharide structure of GG nor the inert carbon core of NDs provides specific biochemical cues to promote initial cell adhesion, spreading, and proliferation. To enhance interactions between scaffolds and cells, ICA was incorporated into the GG_ND2% matrix, owing to its well-known osteoinductive and pro-angiogenic properties [
61]. Its concentration of 0.1%
w/
v was selected based on previous studies demonstrating osteogenic efficacy at this level without inducing cytotoxic effects [
22].
The structural characteristics and potential interactions of the selected formulations (GG_ND2%, GG_ICA, and GG_ND2%_ICA) were evaluated by ATR-FTIR using the precursor materials as control (
Figure 7). In the spectrum of pure GG, the broad band centered at 3334 cm
−1 corresponds to O-H stretching vibrations, characteristic of polysaccharide hydroxyl groups. Additional peaks at 1600 cm
−1 and 1405 cm
−1 can be attributed to the asymmetric and symmetric stretching vibrations of carboxylate groups, respectively, while the band at 1022 cm
−1 is related to C-O deformation vibrations [
62]. The spectra of ND and ICA powders showed characteristic bands in the 3400–3100 cm
−1 region, with peaks around 3260 cm
−1 assigned to their O-H stretching vibrations [
26]. ICA showed a more prominent peak at 1652 cm
−1, corresponding to the ketonic C=O stretching vibration, and two other specific peaks at 1569 cm
−1 (likely due to aromatic C=C stretching vibration) and 1074 cm
−1 (corresponding to the C-O-C stretching vibration) [
18,
26]. Upon incorporation of NDs and ICA within the GG matrix, a decrease in the intensity of the O-H stretching band was observed, suggesting potential hydrogel bonding and other physical interactions between the formulation components. In the C=O vibration region, this characteristic band is retained in both GG_ICA and GG_ND2%_ICA (blue arrowheads,
Figure 6), suggesting the preservation of ICA’s carbonyl functionality within the matrix. The GG_ND2%_ICA formulation showed the most pronounced O-H stretching band, slightly shifted to 3344 cm
−1, indicating enhanced hydrogen bonding interactions between the surface of NDs previously decorated with ICA, followed by interactions with glucopyranose units of GG powder and potentially unmodified NDs. This O-H band broadening and increased intensity, along with its slight shift compared to the spectra of ICA (marked in orange arrowheads) and the retention of the peak at 1074 cm
−1 (red arrowheads), are indicative of increased hydrogen bonding between ICA and ND particles and confirm the presence of ICA in the composite formulation.
Regarding biological interactions, the comparative analysis of GG_ND2% (negative control), GG_ICA (positive control), and GG_ND2%_ICA scaffolds (casted hydrogel discs, 5 mm diameter, 2 mm height) revealed different effects of ND reinforcement and ICA bioactivation on MG-63 cell behavior. The quantitative analysis of cell viability using fluorescence intensity (
Figure 8a) showed that all groups maintained relatively stable fluorescence values between day 1 and day 7. While the GG_ICA group showed slightly higher fluorescence on day 1, no statistically significant differences were observed among the groups over time. This suggests that neither ND reinforcement nor ICA incorporation had cytotoxic effects on MG-63 cells during the 7-day period, further confirming their cytocompatibility. The 1% (
v/
v) DMSO concentration used in the ICA-containing formulations was selected to ensure ICA solubilization without compromising cell health [
63].
Metabolic activity, evaluated using relative changes between day 1 and day 7 (
Figure 8b), showed an upward trend across all groups, with slightly higher values observed for GG_ND2%_ICA. Although these differences were not statistically significant, the enhanced metabolic activity in ICA-containing scaffolds may reflect early cellular activation and improved functional status, which could precede more robust osteogenic outcomes. Live/Dead staining images (
Figure 8c,d) show that while all groups maintained high cell viability after 1 day (
Figure 8c) and 7 days (
Figure 8d) of culture, the presence of ICA not only did not compromise cytocompatibility, but it also enhanced cytocompatibility and cell distribution on the scaffold surface. Previous reports suggest that flavonoids like ICA can physically adsorb on carbonaceous nanoparticles through hydrogen bonding, with numerous hydroxyl groups in ICA and ND chemical functionalities being able to enhance cell response to the hydrogels’ surface [
22]. We observed that GG_ND2% scaffolds showed apparent lower cell viability and more pronounced cell clustering, compared to ICA-containing formulations. In contrast, ICA-containing scaffolds (GG_ICA and GG_ND2%_ICA) appeared to support better cell dispersion, with fewer dead cells compared to the negative control. GG_ND2%_ICA scaffolds displayed the most uniform cell distribution, with moderate elongation after 7 days, which was indicative of enhanced cell–matrix interactions.
In previous findings, combinations of ICA with different nanocarriers have been shown to stimulate osteoblast function and promote bone regeneration. Choi et al. [
18] demonstrated that ICA-functionalized NDs significantly enhanced osteogenic differentiation of preosteoblasts, increasing ALP activity, mineral deposition, and expression of osteogenic markers, confirming the potential of ND-ICA composites for bone regeneration applications. Similarly, Lai et al. [
21] reported that a porous ICA-loaded poly(lactic-co-glycolic acid)/β-calcium phosphate scaffold promoted bone regeneration in an osteonecrotic rabbit model, with ICA facilitating MC3T3-E1 cells’ growth into the scaffolds. In addition, they observed accelerated matrix mineralization and neovascularization, emphasizing ICA’s osteogenic and angiogenic effects.
SEM micrographs confirmed enhanced cell–matrix interactions, showing surface mineralization after 1 day of culture (
Figure 8e), which was more predominantly on scaffolds containing NDs, along with extracellular matrix (ECM) deposition visible after 7 days (
Figure 8f). On GG_ND2%, cells appeared more rounded, with limited filopodial extensions after 7 days. GG_ICA scaffolds promoted slightly higher cell flattening and early ECM deposition. On the GG_ND2%_ICA scaffold, cells exhibited more extensive spreading after 7 days, with broad lamellipodia spreading on the hydrogel surface and numerous spherical mineral-like nodules coating the scaffold surface, suggesting accelerated matrix mineralization.
These findings point to a complementary effect—while NDs structurally reinforced the scaffold and promoted stiffness-driven cytoskeletal organization, ICA enhanced cell-scaffold interactions. Its pro-angiogenic effects may also contribute to enhanced cell migration and survival within the pore channels of our 3D-printed structures. While these observations are promising, further investigation is required to confirm the individual and combined contributions of these components under physiologically relevant conditions. Several limitations of this study should be considered in this context.
Given ICA’s role in osteogenesis and angiogenesis, its release kinetics are an important determinant of the scaffolds’ long-term bioactivity. Although a detailed ICA release study was not conducted in this work, several reports have demonstrated that ICA can be successfully loaded into 3D-printed scaffolds via physical adsorption or dispersion, leading to sustained release profiles and bioactive performance. For instance, ICA-loaded PCL and tricalcium phosphate (β-TCP), as well as PVA- β-TCP scaffolds, exhibited extended release over several weeks, with sustained osteogenic effects both in vitro and in vivo [
64,
65]. Likewise, 3D-printed structures based on silk fibroin and mesoporous bioactive glass NPs (MBGNs) with adsorbed ICA showed controlled release over 24 days and promoted osteogenic differentiation in bone mesenchymal stem cells [
66]. Enhanced early osteogenic markers were observed during the first 7 days of cell culture, with pronounced effects in silk fibroin-ICA composites. When adsorbed onto the MBGNs, ICA had a steadier release, with late osteogenic markers significantly more pronounced after 14 days, compared to the silk fibroin-ICA composites, demonstrating that its physical adsorption on the NPs can provide a controlled release and sustain osteogenic differentiation over longer periods of time.
Similarly, in our case, ICA was physically incorporated onto ND surfaces through hydrogen bonding and other physical interactions and embedded in the GG hydrogel matrix. These interactions, together with the dense GG network, are expected to prolong ICA release and minimize burst release, supporting sustained delivery. While this hypothesis requires validation through dedicated release studies, the promising precedents and the structural integrity observed in our constructs suggest favorable release profiles. Since no similar studies have been conducted on ICA-functionalized NDs embedded in 3D matrices, future work will include detailed quantification of ICA release kinetics and scaffold degradation to fully understand their long-term bioactivity.
Moreover, as GG is ionically crosslinked with calcium ions, its gradual degradation under physiological conditions may be accompanied by calcium ion leaching, which could further influence the local microenvironment by introducing pro-regenerative cues. This phenomenon is in ionically crosslinked polysaccharide networks, where Ca
2+ ions can gradually dissociate from the network due to ion exchange and hydrolytic degradation, leading to particular ion release profiles [
67,
68]. Further, Ca
2+ ion leaching could support bone regeneration by promoting osteogenic differentiation, angiogenesis, and mineralization [
69]. Given the sensitivity of osteogenic responses to both biochemical and structural cues, evaluating cell–material interactions within architecturally relevant environments is an important next step. In addition, further investigations into the osteoinductive potential of the composite scaffolds should include the quantification of key osteogenic markers such as ALP,
Runx2, osteocalcin, and osteopontin, to confirm and expand upon the plausible mechanistic link between ND-induced stiffening, ICA bioactivity, and the cellular responses observed in this study.
Together, the integration of NDs and ICA into the GG matrix resulted in multifunctional scaffolds with favorable physicochemical properties and mechanical characteristics. By addressing both the mechanical and biochemical requirements for bone tissue regeneration, this strategy demonstrates the potential of ND/ICA-functionalized inks to bridge the gap between structural biomaterials and bioactive scaffolds.