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International Journal of Bioprinting                                 Stress prediction in 3D-printed scaffolds


































            Figure 3. Macroscopic deformation of porous scaffolds. (a) Schematic diagram of the macroscopic morphology of scaffolds in three states; scale bars: 1
            mm. (b) Shrinkage rate of scaffolds (n = 3);  significant shrinkage observed in scaffold volume at different angles in both drying and sintering states, with
            a shrinkage rate of 30% after sintering. ***p < 0.001; N.S., not significant.

            Porous scaffolds were fabricated using extrusion-based 3D   alterations in their surface or internal microstructures, such
            printing, and their macroscopic morphological changes   as variations in the stress contact surface, filament diameter,
            after drying and sintering were observed (Figure 3).  and scaffold porosity, which affect the stress distribution
               The printed scaffolds (Figure 3a) exhibited high   within  the  scaffolds.  Scanning  and reconstruction  were
            similarity to the theoretically designed (Figure 1)   performed on the scaffolds after printing, drying, and
            morphology. There was no significant difference in   sintering (Figure 4). Unlike the theoretically designed
            macroscopic morphology between the printed and     structure, the actual printed scaffolds had uneven surfaces
            theoretically designed scaffolds. However, after drying and   (Figure 4a). Scaffolds printed at three different angles
            sintering, the scaffolds exhibited significant macroscopic   exhibited varying degrees of distortion and printing
            morphological  changes  (Figure  3).  After  lyophilization,   defects. Among them, the 90° scaffold had a relatively
            the scaffold volume shrank by nearly 7% compared to the   regular shape and a smoother surface, while the 60° and 45°
            printed state, mainly due to moisture evaporation from   scaffolds displayed collapse and protrusion on the surface.
            within the scaffold during drying. The printing angle   After drying and sintering, the 90° scaffold exhibited
            had no significant effect on the scaffold shrinkage rate    more uniform shrinkage, while the 60° and 45° scaffolds
            (Figure 3b). After sintering, the scaffolds underwent a   experienced warping, with the originally protruded areas
            volume contraction of approximately 30% compared to the   forming dense tips. 
            post-printing state. During sintering, organic matters in the   The pore size of the scaffold plays a crucial role in the
            scaffolds were removed, leaving only HAP, which resulted   rate of mass transfer and cell growth during bone repair,
            in significant shrinkage. The shrinkage rate of scaffolds   and it, together with porosity, influences cell adhesion,
            at the three printing angles decreased significantly after   growth, migration, and differentiation within the scaffold.
            sintering, but the printing angle did not have a significant   According to macroscopic images, the morphology of the
            impact on the scaffold’s shrinkage rate.
                                                               “after printing” scaffold exhibited a high degree of similarity
            3.2. Monitoring of microscopic deformation of      to the theoretically designed morphology (Figures 1 and 3).
            3D-printed hydroxyapatite scaffold                 Statistical analysis of pore size revealed that the pore sizes
            We found that during the preparation process, the   of the “after printing” 90°, 60°, and 45° scaffolds were 90.97
            macroscopic morphology of the scaffolds underwent   ± 4.00%, 90.63 ± 1.45%, and 87.02 ± 4.42% of the designed
            significant changes (Figure 3). These changes might lead to   dimensions, respectively. The pore sizes of all three scaffold


            Volume 10 Issue 6 (2024)                       461                                doi: 10.36922/ijb.4460
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