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

被引:14
|
作者
Marchiori, Gregorio [1 ]
Berni, Matteo [2 ,3 ]
Boi, Marco [1 ]
Petretta, Mauro [4 ,7 ]
Grigolo, Brunella [4 ]
Bellucci, Devis [5 ]
Cannillo, Valeria [5 ]
Garavelli, Chiara [6 ]
Bianchi, Michele [1 ]
机构
[1] IRCCS, Ist Ortoped Rizzoli, Lab NanoBiotecnol NaBi, Via Barbiano 10-2, I-40136 Bologna, Italy
[2] IRCCS, Ist Ortoped Rizzoli, Lab Biomeccan & Innovaz Tecnol, Via Barbiano 10-2, I-40136 Bologna, Italy
[3] Univ Brescia, Dept Informat Engn, Via Branze 38, I-25123 Brescia, Italy
[4] IRCCS, Ist Ortoped Rizzoli, Lab Ramses, Via Barbiano 10-2, I-40136 Bologna, Italy
[5] Univ Modena & Reggio Emilia, Unita Ric Consorzio Interuniv Nazl Sci & Tecnol M, Dipartimento Ingn Enzo Ferrari, Via P Vivarelli 10, I-41125 Modena, Italy
[6] Univ Bologna, DEI, Via Zamboni 33, I-40126 Bologna, Italy
[7] RegenHu Ltd, ZI du Vivier 22, CH-1690 Villaz St Pierre, Switzerland
关键词
Scaffold; Design of experiments; 3D printing; Compressive modulus; COMPOSITE SCAFFOLDS; IN-VITRO; POLYCAPROLACTONE; LOAD; PCL;
D O I
10.1016/j.medengphy.2019.04.009
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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. (C) 2019 IPEM. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:92 / 99
页数:8
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