Design of a novel procedure for the optimization of the mechanical performances of 3D printed scaffolds for bone tissue engineering combining CAD, Taguchi method and FEA.

In order to increase manufacturing and experimental efficiency, a certain degree of control over design performances before realization phase is recommended. In this context, this paper presents an integrated procedure to design 3D scaffolds for bone tissue engineering. The procedure required a combination of Computer Aided Design (CAD), Finite Element Analysis (FEA), and Design methodologies Of Experiments (DOE), firstly to understand the influence of the design parameters, and then to control them. Based on inputs from the literature and limitations imposed by the chosen manufacturing process (Precision Extrusion Deposition), 36 scaffold architectures have been drawn. The porosity of each scaffold has been calculated with CAD. Thereafter, a generic scaffold material was considered and its variable parameters were combined with the geometrical ones according to the Taguchi method, i.e. a DOE method. The compressive response of those principal combinations was simulated by FEA, and the influence of each design parameter on the scaffold compressive behaviour was clarified. Finally, a regression model was obtained correlating the scaffold's mechanical performances to its geometrical and material parameters. This model has been applied to a novel composite material made of polycaprolactone and innovative bioactive glass. By setting specific porosity (50%) and stiffness (0.05 GPa) suitable for trabecular bone substitutes, the model selected 4 of the 36 initial scaffold architectures. Only these 4 more promising geometries will be realized and physically tested for advanced indications on compressive strength and biocompatibility.

[1]  Fernando Guiberteau,et al.  Improving the compressive strength of bioceramic robocast scaffolds by polymer infiltration. , 2010, Acta biomaterialia.

[2]  Zhongpu Zhang,et al.  Fracture behaviors of ceramic tissue scaffolds for load bearing applications , 2016, Scientific Reports.

[3]  Hyeongjin Lee,et al.  Physical and bioactive properties of multi-layered PCL/silica composite scaffolds for bone tissue regeneration , 2014 .

[4]  Lorenzo Moroni,et al.  Influence of internal pore architecture on biological and mechanical properties of three-dimensional fiber deposited scaffolds for bone regeneration. , 2016, Journal of biomedical materials research. Part A.

[5]  D. Kaplan,et al.  Porosity of 3D biomaterial scaffolds and osteogenesis. , 2005, Biomaterials.

[6]  Devis Bellucci,et al.  Low Temperature Sintering of Innovative Bioactive Glasses , 2012 .

[7]  Jan Wieding,et al.  The Effect of Structural Design on Mechanical Properties and Cellular Response of Additive Manufactured Titanium Scaffolds , 2012, Materials.

[8]  D. Lacroix,et al.  Mechanical response of 3D Insert® PCL to compression. , 2017, Journal of the mechanical behavior of biomedical materials.

[9]  Martine Wevers,et al.  Surface Roughness and Morphology Customization of Additive Manufactured Open Porous Ti6Al4V Structures , 2013, Materials.

[10]  Paulo Jorge Da Silva bartolo,et al.  Characterisation of PCL and PCL/PLA Scaffolds for Tissue Engineering☆ , 2013 .

[11]  Hala Zreiqat,et al.  Design and Fabrication of 3D printed Scaffolds with a Mechanical Strength Comparable to Cortical Bone to Repair Large Bone Defects , 2016, Scientific Reports.

[12]  P. Srivastava,et al.  Advancement in Scaffolds for Bone Tissue Engineering: A Review , 2015 .

[13]  Francesco Lopresti,et al.  Using Taguchi method for the optimization of processing variables to prepare porous scaffolds by combined melt mixing/particulate leaching , 2017 .

[14]  Kriskrai Sitthiseripratip,et al.  Scaffold Library for Tissue Engineering: A Geometric Evaluation , 2012, Comput. Math. Methods Medicine.

[15]  Colleen L Flanagan,et al.  Bone tissue engineering using polycaprolactone scaffolds fabricated via selective laser sintering. , 2005, Biomaterials.

[16]  Ali Jahan,et al.  Using Design of Experiments Methods for Assessing Peak Contact Pressure to Material Properties of Soft Tissue in Human Knee , 2013, Journal of medical engineering.

[17]  P. Mott,et al.  Limits to Poisson’s ratio in isotropic materials , 2009, 0909.4697.

[18]  James J. Filliben,et al.  Taguchi’s Orthogonal Arrays Are Classical Designs of Experiments , 1991, Journal of research of the National Institute of Standards and Technology.

[19]  Changren Zhou,et al.  Chitosan-halloysite nanotubes nanocomposite scaffolds for tissue engineering. , 2013, Journal of materials chemistry. B.

[20]  P. K. Chaulia,et al.  Process parameter optimization for fly ash brick by Taguchi method , 2008 .

[21]  Shaun Eshraghi,et al.  Micromechanical finite-element modeling and experimental characterization of the compressive mechanical properties of polycaprolactone-hydroxyapatite composite scaffolds prepared by selective laser sintering for bone tissue engineering. , 2012, Acta biomaterialia.

[22]  J. Ramirez-Vick,et al.  Scaffold design for bone regeneration. , 2014, Journal of nanoscience and nanotechnology.

[23]  J M García-Aznar,et al.  On scaffold designing for bone regeneration: A computational multiscale approach. , 2009, Acta biomaterialia.

[24]  Rozalia Dimitriou,et al.  Bone regeneration: current concepts and future directions , 2011, BMC medicine.

[25]  Roberta Salvatori,et al.  Role of magnesium oxide and strontium oxide as modifiers in silicate-based bioactive glasses: Effects on thermal behaviour, mechanical properties and in-vitro bioactivity. , 2017, Materials science & engineering. C, Materials for biological applications.

[26]  Surangsee Dechjarern,et al.  Above-knee prosthesis design based on fatigue life using finite element method and design of experiment. , 2017, Medical engineering & physics.

[27]  Jan Wieding,et al.  Numerical optimization of open-porous bone scaffold structures to match the elastic properties of human cortical bone. , 2014, Journal of the mechanical behavior of biomedical materials.

[28]  Patrina S P Poh,et al.  In vitro and in vivo bone formation potential of surface calcium phosphate-coated polycaprolactone and polycaprolactone/bioactive glass composite scaffolds. , 2016, Acta biomaterialia.

[29]  Federica Chiellini,et al.  Production of Bioglass® 45S5 – Polycaprolactone composite scaffolds via salt-leaching , 2010 .

[30]  Lorin P Maletsky,et al.  Combined measurement and modeling of specimen-specific knee mechanics for healthy and ACL-deficient conditions. , 2017, Journal of biomechanics.

[31]  Antonio Boccaccio,et al.  Geometry Design Optimization of Functionally Graded Scaffolds for Bone Tissue Engineering: A Mechanobiological Approach , 2016, PloS one.

[32]  Krzysztof Pałka,et al.  Micro-CT analysis and mechanical properties of Ti spherical and polyhedral void composites made with saccharose as a space holder material , 2015 .

[33]  Maurilio Marcacci,et al.  Towards the Design of 3D Fiber-Deposited Poly(ε-caprolactone)/lron-Doped Hydroxyapatite Nanocomposite Magnetic Scaffolds for Bone Regeneration. , 2015, Journal of biomedical nanotechnology.

[34]  Shuping Peng,et al.  Characterization of Mechanical and Biological Properties of 3-D Scaffolds Reinforced with Zinc Oxide for Bone Tissue Engineering , 2014, PloS one.

[35]  G. Pharr,et al.  An improved technique for determining hardness and elastic modulus using load and displacement sensing indentation experiments , 1992 .

[36]  Robert Souffrant,et al.  Finite element analysis on the biomechanical stability of open porous titanium scaffolds for large segmental bone defects under physiological load conditions. , 2013, Medical engineering & physics.

[37]  P E McHugh,et al.  Improving the finite element model accuracy of tissue engineering scaffolds produced by selective laser sintering , 2015, Journal of Materials Science: Materials in Medicine.

[38]  Yong L. Chuan,et al.  Prediction of Patient-Specific Tissue Engineering Scaffolds for Optimal Design , 2013 .