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Noroozi, et al.:
each other, so the resulting force on the knee joint will LOTUS-NDT scanner, and image processing and analysis
be an eccentric force. The stress fields in the scaffold will services. They also gratefully acknowledge the partial
help the designer to optimize the structural integrity of support from European Union’s Horizon 2020 research
the component (Figure 17). and innovation program (H2020-WIDESPREAD-2018,
In addition, the interaction between the designed SIRAMM) under grant agreement No. 857124.
scaffold and live tissues and molecules, which are the
foundations of the growth mechanism, can be calculated Conflict of interest
from the FEM results of µCT scans. Thus, the FEM-µCT The authors declare that they have no known competing
simulation is a powerful tool in the hands of the tissue financial interests or personal relationships that could
engineer to study the effect of different factors. have appeared to influence the work reported in this paper.
4. Conclusions Author contributions
Different scaffolds with different transition zones were Conceptualization, R.N., A.H., and M.B. Data curation,
designed and 3D printed by employing the FDM process. R.N. and F.T. Formal analysis, R.N., F.T., A.Z., R.B.,
First, single-cell type structures, including diamond, I-WP, M.A.S., A.R.G., A.H., and M.B. Investigation, R.N.
and gyroid, were designed and printed. It has been shown Methodology, R.N., A.H., and M.B. Supervision, A.H.
that the diamond structure was stiffer than others as the and M.B. Visualization, R.N. and F.T. Writing – original
porosity plays a significant role on the scaffold’s behavior. draft, R.N. and F.T. Writing – review and editing, R.N.,
The results showed that the effect of the transitional F.T., A.Z., R.B., M.A.S., A.R.G., A.H., and M.B. All
zone is less important than that of the porosity; in other authors have read and agreed to the published version of
words, the results of compression test revealed that some the manuscript.
scaffolds with sudden transitional zones but lower porosity
in comparison with other scaffolds had higher Young’s References
modulus. However, it should be considered that these
results are valid only in the compression test; for other 1. Furth ME, Atala A, 2014, Tissue Engineering: Future
mechanical tests, such as shear, tensile, or multi-axial Perspectives. In: Principles of Tissue Engineering.
loading, the effects of transition zones could be different. Amsterdam, Netherlands: Elsevier. p. 83–123.
Furthermore, the AM build orientation for bending- 2. McClelland R, et al., 2005, Tissue Engineering. In:
dominated scaffolds, including gyroid and diamond, Enderle JD, Blanchard SM, Bronzino JD, editors.
showed that scaffolds printed vertically displayed a stiffer Introduction to Biomedical Engineering. 2 ed. Boston:
nd
mechanical response with respect to horizontally printed
scaffolds. Nevertheless, a meaningful trend could not Academic Press, p313-402.
be extracted for the I-WP cell type that is a stretching- 3. Rumpler M, Woesz A, Dunlop JW, et al., 2008, The Effect
dominated scaffold. Further, µCT analysis was employed of Geometry on Three-dimensional Tissue Growth. J R Soc
to determine the quality of real printed scaffolds. Interface, 5:1173–80.
µCT images exhibited that the FDM process does not 4. Koons GL, Diba M, Mikos AG, 2020, Materials Design for
provide high-quality scaffolds and some geometrical Bone-tissue Engineering. Nat Rev Mater, 5:584–603.
anomalies always exist. The finite element method was 5. Whitney GA, Jayaraman K, Dennis JE, et al., 2017,
finally implemented and verified with the experimental
results. It has been shown that the µCT-based FEM Scaffold-free Cartilage Subjected to Frictional Shear Stress
method is able to better predict the mechanical behavior Demonstrates Damage by Cracking and Surface Peeling.
of 3D-printed scaffolds rather than using the scaffold’s J Tissue Eng Regen Med, 11:412–24.
nominal geometry. Because of the complex nature of the 6. Saveleva M, Ivanov AN, Chibrikova JA, et al., 2021,
mechanical problem under study, a µCT-FEM approach Osteogenic Capability of Vaterite-Coated Nonwoven
was used to analyze a case characterized by complex Polycaprolactone Scaffolds for In Vivo Bone Tissue
loadings. In conclusion, this study revealed that in multi- Regeneration. Macromol Biosci, 21:e2100266.
morphology scaffolds with sudden or gradual transition
zones, the porosity has the dominant effect, that is, the 7. Boyce ST, Lalley AL, 2018, Tissue Engineering of Skin and
lower the porosity, the stiffer the Young’s modulus. Regenerative Medicine for Wound Care. Burns Trauma, 6:4.
8. Murphy SV, Atala A, 2014, 3D Bioprinting of Tissues and
Acknowledgments Organs. Nat Biotechnol, 32:773–85.
The authors would like to acknowledge Behin Negareh 9. Yang Y, Wang G, Liang H, et al., 2019, Additive Manufacturing
Co., Ltd., Tehran, Iran, for µCT imaging using their of Bone scaffolds. Int J Bioprint, 5:148.
International Journal of Bioprinting (2022)–Volume 8, Issue 3 51

