scafSLICR: A MATLAB-based slicing algorithm to enable 3D-printing of tissue engineering scaffolds with heterogeneous porous microarchitecture
Autoři:
Ethan Nyberg aff001; Aine O’Sullivan aff001; Warren Grayson aff001
Působiště autorů:
Translational Tissue Engineering Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
aff001; Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland
aff002; Department of Materials Science and Engineering, Johns Hopkins University, Baltimore, Maryland
aff003; Institute for NanoBioTechnology, Johns Hopkins University, Baltimore, Maryland
aff004
Vyšlo v časopise:
PLoS ONE 14(11)
Kategorie:
Research Article
prolekare.web.journal.doi_sk:
https://doi.org/10.1371/journal.pone.0225007
Souhrn
3D-printing is a powerful manufacturing tool that can create precise microscale architectures across macroscale geometries. Within biomedical research, 3D-printing of various materials has been used to fabricate rigid scaffolds for cell and tissue engineering constructs with precise microarchitecture to direct cell behavior and macroscale geometry provides patient specificity. While 3D-printing hardware has become low-cost due to modeling and rapid prototyping applications, there is no common paradigm or platform for the controlled design and manufacture of 3D-printed constructs for tissue engineering. Specifically, controlling the tissue engineering features of pore size, porosity, and pore arrangement is difficult using currently available software. We have developed a MATLAB approach termed scafSLICR to design and manufacture tissue-engineered scaffolds with precise microarchitecture and with simple options to enable spatially patterned pore properties. Using scafSLICR, we designed, manufactured, and characterized porous scaffolds in acrylonitrile butadiene styrene with a variety of pore sizes, porosities, and gradients. We found that transitions between different porous regions maintained an open, connected porous network without compromising mechanical integrity. Further, we demonstrated the usefulness of scafSLICR in patterning different porous designs throughout large anatomic shapes and in preparing craniofacial tissue engineering bone scaffolds. Finally, scafSLICR is distributed as open-source MATLAB scripts and as a stand-alone graphical interface.
Klíčová slova:
3D printing – Software engineering – Computer software – Software design – Bone and joint mechanics – Porous materials – Porosity – Tissue engineering
Zdroje
1. Sears NA, Seshadri DR, Dhavalikar PS, Cosgriff-hernandez E. A Review of Three-Dimensional Printing in Tissue Engineering. 2016;22(4):298–310. doi: 10.1089/ten.TEB.2015.0464 26857350
2. Kelly CN, Miller AT, Hollister SJ, Guldberg RE, Gall K. Design and Structure–Function Characterization of 3D Printed Synthetic Porous Biomaterials for Tissue Engineering. Adv Healthc Mater. 2018;7(7):1–16.
3. Jammalamadaka U, Tappa K. Recent Advances in Biomaterials for 3D Printing and Tissue Engineering. J Funct Biomater [Internet]. 2018;9(1):22. http://www.mdpi.com/2079-4983/9/1/22
4. Inzana J a., Olvera D, Fuller SM, Kelly JP, Graeve O a., Schwarz EM, et al. 3D printing of composite calcium phosphate and collagen scaffolds for bone regeneration. Biomaterials [Internet]. 2014;35(13):4026–34. http://dx.doi.org/10.1016/j.biomaterials.2014.01.064 24529628
5. Cox SC, Thornby JA, Gibbons GJ, Williams MA, Mallick KK. 3D printing of porous hydroxyapatite scaffolds intended for use in bone tissue engineering applications. Mater Sci Eng C Mater Biol Appl [Internet]. 2015;47:237–47. http://www.sciencedirect.com/science/article/pii/S0928493114007255 25492194
6. Trombetta R, Inzana JA, Schwarz EM, Kates SL, Awad HA. 3D Printing of Calcium Phosphate Ceramics for Bone Tissue Engineering and Drug Delivery. Ann Biomed Eng [Internet]. 2016;1–22.
7. Temple JP, Hutton DL, Hung BP, Huri PY, Cook C a, Kondragunta R, et al. Engineering anatomically shaped vascularized bone grafts with hASCs and 3D-printed PCL scaffolds. J Biomed Mater Res A [Internet]. 2014 Feb 8 [cited 2014 Sep 15];1–9. http://www.ncbi.nlm.nih.gov/pubmed/24510413
8. Le Blanc K, Götherström C, Ringdén O, Hassan M, McMahon R, Horwitz E, et al. Fetal mesenchymal stem-cell engraftment in bone after in utero transplantation in a patient with severe osteogenesis imperfecta. Transplantation. 2005;79(11):1607–14. doi: 10.1097/01.tp.0000159029.48678.93 15940052
9. Kang H-W, Lee SJ, Ko IK, Kengla C, Yoo JJ, Atala A. A 3D bioprinting system to produce human-scale tissue constructs with structural integrity. Nat Biotech [Internet]. 2016 Mar;34(3):312–9. http://dx.doi.org/10.1038/nbt.3413
10. Bandyopadhyay A, Bose S, Das S. 3D printing of biomaterials. MRS Bull. 2015;40(2):108–15.
11. Hung BP, Naved BA, Nyberg EL, Dias M, Holmes CA, Elisseeff JH, et al. Three-dimensional printing of bone extracellular matrix for craniofacial regeneration. ACS Biomater Sci Eng [Internet]. 2016 Apr 18 [cited 2016 Apr 22];acsbiomaterials.6b00101. http://pubs.acs.org/doi/abs/10.1021/acsbiomaterials.6b00101
12. Sun Q, Rizvi GM, Bellehumeur CT, Gu P. Effect of processing conditions on the bonding quality of FDM polymer filaments. Rapid Prototyp J. 2008;15(2):72–80.
13. Gibson I, Rosen D, Stucker B. The Impact of Low-Cost AM Systems. In: Additive Manufacturing Technologies. 2nd ed. Springer; 2015. p. 293–301.
14. Chia HN, Wu BM. Recent advances in 3D printing of biomaterials. J Biol Eng [Internet]. 2015;9(1):4. http://www.jbioleng.org/content/9/1/4
15. Chua CK, Leong KF, Cheah CM, Chua SW. Development of a Tissue Engineering Scaffold Structure Library for Rapid Prototyping. Part 1: Investigation and Classification. Int J Adv Manuf Technol. 2003;21:291–301.
16. Hollister SJ, Maddox RD, Taboas JM. Optimal design and fabrication of scaffolds to mimic tissue properties and satisfy biological constraints. Biomaterials. 2002;23(20):4095–103. doi: 10.1016/s0142-9612(02)00148-5 12182311
17. Challis VJ, Guest JK, Grotowski JF, Roberts AP. Computationally generated cross-property bounds for stiffness and fluid permeability using topology optimization. Int J Solids Struct [Internet]. 2012;49(23–24):3397–408. http://dx.doi.org/10.1016/j.ijsolstr.2012.07.019
18. Yang Y, Wang G, Liang H, Gao C, Peng S, Shen L. Additive manufacturing of bone scaffolds. Int J Bioprinting. 2019;0:1–25.
19. Cheah C, Chua C, Leong K, Cheong C, Naing M-W. Automatic Algorithm for Generating Complex Polyhedral Scaffold Structures for Tissue Engineering. Tissue Eng. 2004;10(3).
20. Sobral JM, Caridade SG, Sousa RA, Mano JF, Reis RL. Three-dimensional plotted scaffolds with controlled pore size gradients: Effect of scaffold geometry on mechanical performance and cell seeding efficiency. Acta Biomater [Internet]. 2011;7(3):1009–18. http://dx.doi.org/10.1016/j.actbio.2010.11.003 21056125
21. Woodfield TBF, Van Blitterswijk C a, De Wijn J, Sims TJ, Hollander a P, Riesle J. Polymer scaffolds fabricated with pore-size gradients as a model for studying the zonal organization within tissue-engineered cartilage constructs. Tissue Eng [Internet]. 2005;11(9–10):1297–311. http://www.ncbi.nlm.nih.gov/pubmed/16259586 16259586
22. Di Luca A, Szlazak K, Lorenzo-Moldero I, Ghebes CA, Lepedda A, Swieszkowski W, et al. Influencing chondrogenic differentiation of human mesenchymal stromal cells in scaffolds displaying a structural gradient in pore size. Acta Biomater [Internet]. 2016;36:210–9. http://dx.doi.org/10.1038/srep22898 26969523
23. Di Luca A, Lorenzo-Moldero I, Mota C, Lepedda A, Auhl D, Van Blitterswijk C, et al. Tuning Cell Differentiation into a 3D Scaffold Presenting a Pore Shape Gradient for Osteochondral Regeneration. Adv Healthc Mater. 2016;5(14):1753–63. doi: 10.1002/adhm.201600083 27109461
24. Luca A Di, Longoni A, Criscenti G, Lorenzo-Moldero I, Klein-Gunnewiek M, Vancso J, et al. Surface energy and stiffness discrete gradients in additive manufactured scaffolds for osteochondral regeneration Surface energy and stiffness discrete gradients in additive manufactured scaffolds for osteochondral regeneration. Biofabrication. 2016;8(1).
25. Moroni L, De Wijn JR, Van Blitterswijk CA. 3D fiber-deposited scaffolds for tissue engineering: Influence of pores geometry and architecture on dynamic mechanical properties. Biomaterials. 2006;27(7):974–85. doi: 10.1016/j.biomaterials.2005.07.023 16055183
26. Xu S, He Y, Liu A, Yang G, Gou Z, Liu Y, et al. Bone regeneration in 3D printing bioactive ceramic scaffolds with improved tissue/material interface pore architecture in thin-wall bone defect. Biofabrication. 2017;9(2):025003. doi: 10.1088/1758-5090/aa663c 28287077
27. Tamburrino F, Graziosi S, Bordegoni M, Tamburrino F, Graziosi S. The influence of slicing parameters on the multi- material adhesion mechanisms of FDM printed parts : an exploratory study FDM printed parts : an exploratory study. Virtual Phys Prototyp. 2019;2759.
28. Ranellucci A, Lenox J. Slic3r [Internet]. 2011 [cited 2018 Jul 1]. https://slic3r.org/about/
29. Braam D. Cura. Git Hub. 2016.
30. Wang MO, Vorwald CE, Dreher ML, Mott EJ, Cheng M-H, Cinar A, et al. Evaluating 3D-Printed Biomaterials as Scaffolds for Vascularized Bone Tissue Engineering. Adv Mater [Internet]. 2015;27(1):138–44. http://doi.wiley.com/10.1002/adma.201403943 25387454
31. Trachtenberg JE, Wettergreen M, Kasper FK, Miller JS, Mountziaris PM, Mikos AG. Open-source three-dimensional printing of biodegradable polymer scaffolds for tissue engineering. J Biomed Mater Res Part A. 2014;n/a–n/a.
32. Zalm. E van der. Rep Rap Marlin [Internet]. Git Hub. 2011. https://github.com/MarlinFirmware
33. Liu K, Tovar A. MATLAB 3D-Plot [Internet]. Git Hub. 2016. https://github.com/coolzai/top3d_doMovie
34. Aitkenhead AH. MATLAB STL Import [Internet]. Mathworks. 2013 [cited 2018 Jul 1]. https://www.mathworks.com/matlabcentral/fileexchange/27390-mesh-voxelisation
35. Hotaling NA, Bharti K, Kriel H, Simon CG. DiameterJ: A validated open source nanofiber diameter measurement tool. Biomaterials [Internet]. 2015;61:327–38. http://dx.doi.org/10.1016/j.biomaterials.2015.05.015 26043061
36. Schindelin J, Arganda-carreras I, Frise E, Kaynig V, Longair M, Pietzsch T, et al. Fiji : an open-source platform for biological-image analysis. Nat Methods. 2012;9(7):676–82. doi: 10.1038/nmeth.2019 22743772
37. Szojka A, Lalh K, Andrews SHJ, Jomha NM, Osswald M, Adesida AB. Biomimetic 3D printed scaffolds for meniscus tissue engineering. Bioprinting [Internet]. 2017;8(August):1–7. http://dx.doi.org/10.1016/j.bprint.2017.08.001
38. Kang H, Lin CY, Hollister SJ. Topology optimization of three dimensional tissue engineering scaffold architectures for prescribed bulk modulus and diffusivity. Struct Multidiscip Optim. 2010;42(4):633–44.
39. Karageorgiou V, Kaplan D. Porosity of 3D biomaterial scaffolds and osteogenesis. Biomaterials. 2005;26(27):5474–91. doi: 10.1016/j.biomaterials.2005.02.002 15860204
40. Kasten P, Beyen I, Niemeyer P, Luginbühl R, Bohner M, Richter W. Porosity and pore size of ??-tricalcium phosphate scaffold can influence protein production and osteogenic differentiation of human mesenchymal stem cells: An in vitro and in vivo study. Acta Biomater. 2008;4(6):1904–15. doi: 10.1016/j.actbio.2008.05.017 18571999
41. Gauthier O, Bouler JM, Aguado E, Pilet P, Daculsi G. Macroporous biphasic calcium phosphate ceramics: Influence of macropore diameter and macroporosity percentage on bone ingrowth. Biomaterials. 1998;19(1–3):133–9. doi: 10.1016/s0142-9612(97)00180-4 9678860
42. Amini AR, Laurencin CT, Nukavarapu SP. Bone Tissue Engineering: Recent Advances and Challenges. NIH Public Access. 2008;42(2):157–62.
43. Barui S, Chatterjee S, Mandal S, Kumar A, Basu B. Microstructure and compression properties of 3D powder printed Ti-6Al-4V scaffolds with designed porosity: Experimental and computational analysis. Mater Sci Eng C. 2017;70:812–23.
44. Gleadall A, Visscher D, Yang J, Thomas D, Segal J. Review of additive manufactured tissue engineering scaffolds : relationship between geometry and performance. Burn Trauma. 2018;1–16.
45. Hung BP, Hutton DL, Grayson WL. Mechanical control of tissue-engineered bone. Stem Cell Res Ther [Internet]. 2013 Jan;4(1):10. http://www.pubmedcentral.nih.gov/articlerender.fcgi?artid=3706924&tool=pmcentrez&rendertype=abstract 23369796
46. Bose S, Vahabzadeh S, Bandyopadhyay A. Bone tissue engineering using 3D printing. Mater Today [Internet]. 2013;16(12):496–504. http://linkinghub.elsevier.com/retrieve/pii/S136970211300401X
47. Yan W, Extrusion L, Tan C, Toh WY, Wong G, Li L. Extrusion-based 3D food printing–Materials and machines. Int J Bioprinting. 2018;4(2):0–13.
48. Voon SL, An J, Wong G, Zhang Y, Chua CK. 3D food printing: a categorised review of inks and their development. Virtual Phys Prototyp. 2019;14(3):201–18.
49. Lepowsky E, Tasoglu S. 3D printing for drug manufacturing: A perspective on the future of pharmaceuticals. Int J Bioprinting. 2018;4(1):1–13.
50. Tseng TB, Chilukuri A, Park SC, Kwon YJ. Automated quality characterization of 3D printed bone scaffolds. J Comput Des Eng [Internet]. 2014;1(3):194–201. http://dx.doi.org/10.7315/JCDE.2014.019
51. Markl D, Zeitler JA, Rasch C, Michaelsen MH, Müllertz A, Rantanen J, et al. Analysis of 3D Prints by X-ray Computed Microtomography and Terahertz Pulsed Imaging. 2017;1037–52.
52. Hasiuk F, Ishutov S, Pacyga A. Validating 3D-printed porous proxies by tomography and porosimetry. 2018;
53. Kengla C, Renteria E, Wivell C, Atala A, Yoo JJ, Lee SJ. Clinically Relevant Bioprinting Workflow and Imaging Process for Tissue Construct Design and Validation. 3D Print Addit Manuf. 2017;4(4):239–47.
54. Kim J, Zheng C, Gross MD, Ashbrook D, Yeh T. Compositional 3D Printing: Expanding & Supporting Workflows Towards Continuous Fabrication. Assoc Comput Mach. 2018;
55. Adams DW, Turner CJ. IMPLICIT SLICING METHOD FOR ADDITIVE MANUFACTURING PROCESSES. Solid Free Form Fabr. 2017;844–57.
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