Tunable Alginate-Polyvinyl Alcohol Bioinks for 3D Printing in Cartilage Tissue Engineering
<p>Schematic overview of hydrogel fabrication and functional characterization. The top panel illustrates the process of hydrogel synthesis, combining bioprinting technology and crosslinking to produce stable constructs. The bottom panel summarizes the key methods used to evaluate hydrogel performance, including swelling behavior, mechanical properties, and degradation over time.</p> "> Figure 2
<p>Percent swelling behavior of hydrogel samples in response to varying concentrations of alginate and PVA. (<b>A</b>) Box-and-whisker plots showing percent swelling across different alginate concentrations. The boxes represent the interquartile range (IQR), the lines indicate the median, whiskers extend to the data range, and individual data points displayed as circles are outliers. (<b>B</b>) Box-and-whisker plots showing percent swelling across different PVA concentrations, with statistical significance indicated between specific pairs of PVA concentrations. (<b>C</b>) Three-dimensional scatter plot illustrating the combined effect of alginate and PVA concentrations on percent swelling, providing an integrated view of their joint impact on swelling behavior. Asterisks denote statistical significance: * <span class="html-italic">p</span> < 0.05.</p> "> Figure 3
<p>Percent swelling of hydrogel samples at varying concentrations of PVA with fixed alginate concentrations. Bar graphs represent mean percent swelling at different PVA concentrations for each specified alginate concentration. Error bars indicate the standard error of the mean (SEM). Individual data points are overlaid as navy circles, showing variability within each concentration group. Statistical significance between selected PVA concentration pairs is indicated by asterisks above the bars, with the following notation: * <span class="html-italic">p</span> < 0.05, ** <span class="html-italic">p</span> < 0.01, ANOVA F-statistic and <span class="html-italic">p</span>-value for each alginate concentration level are included in the title of each panel, highlighting significant differences in percent swelling across PVA concentrations within each fixed alginate concentration level.</p> "> Figure 4
<p>Heatmap displaying the 48-h percent swelling ratio of hydrogel samples across varying concentrations of high-molecular-weight PVA and medium-viscosity alginate. The color intensity corresponds to the swelling ratio, with darker blue shades representing higher swelling percentages. Each cell is annotated with the mean swelling ratio (%) for the corresponding combination of PVA and alginate concentrations. This visualization highlights the inverse relationship between PVA concentration and swelling, as higher PVA levels generally correspond to lower swelling ratios, particularly at lower alginate concentrations.</p> "> Figure 5
<p>Percent degradation of constructs after 28 days in culture in response to varying concentrations of alginate and PVA. Box-and-whisker plots show percent degradation across alginate concentrations (<b>A</b>) and PVA concentrations (<b>B</b>), with boxes representing the interquartile range (IQR), and the lines indicating the median. Whiskers extend to the data range, and individual data points displayed as circles are outliers. A 3D scatter plot (<b>C</b>) illustrates the combined effects of alginate and PVA concentrations on percent degradation, offering an integrated view of their joint impact on material degradation. Asterisks denote statistical significance: * <span class="html-italic">p</span> < 0.05.</p> "> Figure 6
<p>Percent degradation of hydrogel samples after 28 days, shown across varying PVA concentrations with fixed alginate concentrations. Each bar represents the mean degradation percentage for a given PVA concentration at a fixed alginate level. Error bars represent the standard error of the mean (SEM), and individual data points are displayed as circles, providing insights into data spread and individual variation. Statistical significance between selected PVA concentration pairs is indicated by asterisks above the bars, with * <span class="html-italic">p</span> < 0.05, ** <span class="html-italic">p</span> < 0.01, and *** <span class="html-italic">p</span> < 0.001. ANOVA F-statistic and <span class="html-italic">p</span>-value are included in each panel title, highlighting significant differences in degradation across PVA concentrations within each fixed alginate concentration level.</p> "> Figure 7
<p>Heatmap displaying the percent degradation of hydrogel samples after 28 days across varying concentrations of high-molecular-weight PVA and medium-viscosity alginate. The color intensity corresponds to the degradation percentage, with darker red shades representing higher degradation levels. Each cell is annotated with the mean degradation percentage (%) for the respective combination of PVA and alginate concentrations.</p> "> Figure 8
<p>Elastic modulus behavior of hydrogel samples in response to varying alginate and PVA concentrations. (<b>A</b>) Box-and-whisker plots of modulus values across alginate concentrations, with boxes representing the interquartile range (IQR), the lines indicating the median, and whiskers extending to the data range, with outliers represented as individual data points. (<b>B</b>) Box-and-whisker plots of modulus values across different PVA concentrations, with significant differences between specific PVA concentrations. (<b>C</b>) Three-dimensional scatter plot illustrating the combined effect of alginate and PVA concentrations on modulus, offering an integrated view of their joint impact on mechanical properties. Asterisks denote statistical significance: * <span class="html-italic">p</span> < 0.05.</p> "> Figure 9
<p>Heatmap of elastic modulus by PVA and alginate concentrations. This heatmap illustrates the elastic modulus (MPa) of constructs at varying concentrations of PVA and alginate, as determined by compression testing. Each cell represents the mean elastic modulus for a specific combination of PVA and alginate concentrations, with values shown to three decimal places. Darker shades of purple indicate higher elastic modulus values, signifying stronger constructs.</p> "> Figure 10
<p>Schematic representation of the bioprinting process for alginate–PVA hydrogel constructs. From left to right: (1) Three-dimensional model of the cylindrical construct designed for bioprinting; (2) slicing of the 3D model to create a 50% gyroid infill pattern; (3) extrusion of the hydrogel bioink in the specified design; (4) final printed hydrogel construct after crosslinking. Scale bar represents 1 mm.</p> "> Figure 11
<p>Uniaxial unconfined compression testing setup. A cylindrical 3D bioprinted hydrogel sample is positioned between stainless-steel compression platens in the mechanical testing machine. The close-up inset shows the hydrogel sample’s gyroid infill structure with a scale for size reference. True measurements of the hydrogels were performed using digital calipers prior to compression testing.</p> ">
Abstract
:1. Introduction
2. Results and Discussion
2.1. Overview
2.2. Swelling
2.3. Degradation
2.4. Mechanical Testing
3. Conclusions
4. Materials and Methods
4.1. Synthesis of Experimental Bioink Formulations
4.2. Bioprinting of Alginate–PVA Constructs
4.3. Swelling Analysis
4.4. Degradation of Hydrogel Constructs in Standard Culture Medium
4.5. Mechanical Testing
4.6. Statistical Analysis
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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High-Molecular-Weight PVA | |||||||
---|---|---|---|---|---|---|---|
0% | 5% | 10% | 15% | 20% | 25% | ||
Medium-Viscosity Alginate | 5% | 22 G | 20 G | 20 G | 18 G | 16 G | |
10% | 22 G | 22 G | 20 G | 18 G | 18 G | 16 G | |
15% | 22 G | 22 G | 20 G | 18 G | 18 G | 18 G | |
20% | 22 G | 22 G | 20 G | 18 G | 18 G | 18 G | |
25% | 22 G | 22 G | 20 G | 18 G | 18 G | 18 G |
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Aitchison, A.H.; Allen, N.B.; Mitra, K.; Abar, B.; O’Neill, C.N.; Bagheri, K.; Anastasio, A.T.; Adams, S.B. Tunable Alginate-Polyvinyl Alcohol Bioinks for 3D Printing in Cartilage Tissue Engineering. Gels 2024, 10, 829. https://doi.org/10.3390/gels10120829
Aitchison AH, Allen NB, Mitra K, Abar B, O’Neill CN, Bagheri K, Anastasio AT, Adams SB. Tunable Alginate-Polyvinyl Alcohol Bioinks for 3D Printing in Cartilage Tissue Engineering. Gels. 2024; 10(12):829. https://doi.org/10.3390/gels10120829
Chicago/Turabian StyleAitchison, Alexandra Hunter, Nicholas B. Allen, Kishen Mitra, Bijan Abar, Conor N. O’Neill, Kian Bagheri, Albert T. Anastasio, and Samuel B. Adams. 2024. "Tunable Alginate-Polyvinyl Alcohol Bioinks for 3D Printing in Cartilage Tissue Engineering" Gels 10, no. 12: 829. https://doi.org/10.3390/gels10120829
APA StyleAitchison, A. H., Allen, N. B., Mitra, K., Abar, B., O’Neill, C. N., Bagheri, K., Anastasio, A. T., & Adams, S. B. (2024). Tunable Alginate-Polyvinyl Alcohol Bioinks for 3D Printing in Cartilage Tissue Engineering. Gels, 10(12), 829. https://doi.org/10.3390/gels10120829