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Mantecón R, Valverde-Marcos B, Rubio I, Youssef G, Loya JA, Díaz-Álvarez J, Miguélez MH. Additive Manufacturing of Head Surrogates for Evaluation of Protection in Sports. Polymers (Basel) 2024; 16:1753. [PMID: 38932102 PMCID: PMC11207555 DOI: 10.3390/polym16121753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 06/13/2024] [Accepted: 06/18/2024] [Indexed: 06/28/2024] Open
Abstract
Head impacts are a major concern in contact sports and sports with high-speed mobility due to the prevalence of head trauma events and their dire consequences. Surrogates of human heads are required in laboratory testing to safely explore the efficacy of impact-mitigating mechanisms. This work proposes using polymer additive manufacturing technologies to obtain a substitute for the human skull to be filled with a silicone-based brain surrogate. This assembly was instrumentalized with an Inertial Measurement Unit. Its performance was compared to a standard Hybrid III head form in validation tests using commercial headgear. The tests involved impact velocities in a range centered around 5 m/s. The results show a reasonable homology between the head substitutes, with a disparity in the impact response within 20% between the proposed surrogate and the standard head form. The head surrogate herein developed can be easily adapted to other morphologies and will significantly decrease the cost of the laboratory testing of head protection equipment, all while ensuring the safety of the testing process.
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Affiliation(s)
- Ramiro Mantecón
- Department of Mechanical Engineering, Universidad Carlos III de Madrid, Avenida de la Universidad, 30, Leganés, 28911 Madrid, Spain; (B.V.-M.); (I.R.); (J.D.-Á.); (M.H.M.)
| | - Borja Valverde-Marcos
- Department of Mechanical Engineering, Universidad Carlos III de Madrid, Avenida de la Universidad, 30, Leganés, 28911 Madrid, Spain; (B.V.-M.); (I.R.); (J.D.-Á.); (M.H.M.)
| | - Ignacio Rubio
- Department of Mechanical Engineering, Universidad Carlos III de Madrid, Avenida de la Universidad, 30, Leganés, 28911 Madrid, Spain; (B.V.-M.); (I.R.); (J.D.-Á.); (M.H.M.)
| | - George Youssef
- Experimental Mechanics Laboratory, San Diego State University, 5500 Campanile Drive, San Diego, CA 92182, USA;
| | - José Antonio Loya
- Department of Continuum Mechanics and Structural Analysis, Universidad Carlos III de Madrid, Avenida de la Universidad, 30, Leganés, 28911 Madrid, Spain;
| | - José Díaz-Álvarez
- Department of Mechanical Engineering, Universidad Carlos III de Madrid, Avenida de la Universidad, 30, Leganés, 28911 Madrid, Spain; (B.V.-M.); (I.R.); (J.D.-Á.); (M.H.M.)
| | - María Henar Miguélez
- Department of Mechanical Engineering, Universidad Carlos III de Madrid, Avenida de la Universidad, 30, Leganés, 28911 Madrid, Spain; (B.V.-M.); (I.R.); (J.D.-Á.); (M.H.M.)
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He L, Zhao M, Cheung JPY, Zhang T, Ren X. Gaussian random field-based characterization and reconstruction of cancellous bone microstructure considering the constraint of correlation structure. J Mech Behav Biomed Mater 2024; 152:106443. [PMID: 38308976 DOI: 10.1016/j.jmbbm.2024.106443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 01/17/2024] [Accepted: 01/27/2024] [Indexed: 02/05/2024]
Abstract
The macro scale physical properties of cancellous bone materials are governed by the microstructural features, which is of great significance for the multi-scale research of cancellous bone and the inverse design of bone-mimicking materials. Therefore, it is essential to characterize the natural cancellous bone samples, and reconstruct the microstructures with the biomimetic osteointegration and mechanical properties. In this research, a novel approach for the characterization and reconstruction of cancellous bone was proposed, based on the medical image analysis and anisotropic three-dimensional Gaussian random field (GRF). The geometric similarity, i.e. the interface curvature distribution (ISD), was meticulously studied, which is important to the osteointegration ability. And the mechanical properties were validated by the stress-strain curves under the large compressive strain simulated by the smoothed particle hydrodynamic (SPH) method. In addition, the effects of the generation parameters of GRF-based biomimetic microstructures on the apparent properties were analyzed. The ISD results demonstrated that both GRF and micro-CT groups had the similar columnar morphological properties, while the latter had more hyperbolic features. And it was found that the GRF-based biomimetic microstructures and the natural bone samples based on micro-CT (MCT) had the similar failure mode. The concordance correlation coefficient between MCT and GRF pairs was 0.8685, with a Pearson ρ value of 0.8804, and significance level p<0.0001. The Bland-Altman LoA was 0.1647 MPa with 95 % (1.96SD) lower and upper bound value between -0.2892 and 0.6185 MPa. The two groups had almost the same elastic modulus with the mean absolute percentage error (MAPE) of 7.84 %. While the yield stress and total conversion energy of the GRF-based samples were lower than those of the natural bone samples, and the MAPE were 16.99 % and 16.27 %, respectively. Although it meant the lower structural efficiency, the huge design space of this approach and advanced 3D printing technology can provide great potential for the design of orthopedic implants.
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Affiliation(s)
- Lei He
- College of Civil Engineering, Tongji University, Shanghai, China
| | - Moxin Zhao
- Department of Orthopaedics and Traumatology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Jason Pui Yin Cheung
- Department of Orthopaedics and Traumatology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Teng Zhang
- Department of Orthopaedics and Traumatology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
| | - Xiaodan Ren
- College of Civil Engineering, Tongji University, Shanghai, China.
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Kovács ÁÉ, Csernátony Z, Csámer L, Méhes G, Szabó D, Veres M, Braun M, Harangi B, Serbán N, Zhang L, Falk G, Soósné Horváth H, Manó S. Comparative Analysis of Bone Ingrowth in 3D-Printed Titanium Lattice Structures with Different Patterns. MATERIALS (BASEL, SWITZERLAND) 2023; 16:ma16103861. [PMID: 37241487 DOI: 10.3390/ma16103861] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 05/14/2023] [Accepted: 05/17/2023] [Indexed: 05/28/2023]
Abstract
In this study, metal 3D printing technology was used to create lattice-shaped test specimens of orthopedic implants to determine the effect of different lattice shapes on bone ingrowth. Six different lattice shapes were used: gyroid, cube, cylinder, tetrahedron, double pyramid, and Voronoi. The lattice-structured implants were produced from Ti6Al4V alloy using direct metal laser sintering 3D printing technology with an EOS M290 printer. The implants were implanted into the femoral condyles of sheep, and the animals were euthanized 8 and 12 weeks after surgery. To determine the degree of bone ingrowth for different lattice-shaped implants, mechanical, histological, and image processing tests on ground samples and optical microscopic images were performed. In the mechanical test, the force required to compress the different lattice-shaped implants and the force required for a solid implant were compared, and significant differences were found in several instances. Statistically evaluating the results of our image processing algorithm, it was found that the digitally segmented areas clearly consisted of ingrown bone tissue; this finding is also supported by the results of classical histological processing. Our main goal was realized, so the bone ingrowth efficiencies of the six lattice shapes were ranked. It was found that the gyroid, double pyramid, and cube-shaped lattice implants had the highest degree of bone tissue growth per unit time. This ranking of the three lattice shapes remained the same at both 8 and 12 weeks after euthanasia. In accordance with the study, as a side project, a new image processing algorithm was developed that proved suitable for determining the degree of bone ingrowth in lattice implants from optical microscopic images. Along with the cube lattice shape, whose high bone ingrowth values have been previously reported in many studies, it was found that the gyroid and double pyramid lattice shapes produced similarly good results.
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Affiliation(s)
- Ágnes Éva Kovács
- Laboratory of Biomechanics, Department of Orthopaedic Surgery, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary
| | - Zoltán Csernátony
- Laboratory of Biomechanics, Department of Orthopaedic Surgery, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary
| | - Loránd Csámer
- Laboratory of Biomechanics, Department of Orthopaedic Surgery, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary
| | - Gábor Méhes
- Department of Pathology, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary
| | - Dániel Szabó
- Laboratory of Biomechanics, Department of Orthopaedic Surgery, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary
| | - Mihály Veres
- Isotoptech Private Limited Company, H-4026 Debrecen, Hungary
| | - Mihály Braun
- Isotoptech Private Limited Company, H-4026 Debrecen, Hungary
| | - Balázs Harangi
- Department of Data Science and Visualization, Faculty of Informatics, University of Debrecen, H-4028 Debrecen, Hungary
| | - Norbert Serbán
- Department of Data Science and Visualization, Faculty of Informatics, University of Debrecen, H-4028 Debrecen, Hungary
| | - Lei Zhang
- Laboratory of Biomechanics, Department of Orthopaedic Surgery, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary
| | - György Falk
- Varinex Private Limited Company, H-1141 Budapest, Hungary
| | - Hajnalka Soósné Horváth
- Laboratory of Biomechanics, Department of Orthopaedic Surgery, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary
| | - Sándor Manó
- Laboratory of Biomechanics, Department of Orthopaedic Surgery, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary
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Gatto ML, Cerqueni G, Furlani M, Riberti N, Tognoli E, Denti L, Leonardi F, Giuliani A, Mattioli-Belmonte M, Mengucci P. Influence of Trabecular Geometry on Scaffold Mechanical Behavior and MG-63 Cell Viability. MATERIALS (BASEL, SWITZERLAND) 2023; 16:2342. [PMID: 36984222 PMCID: PMC10056383 DOI: 10.3390/ma16062342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Revised: 03/07/2023] [Accepted: 03/09/2023] [Indexed: 06/18/2023]
Abstract
In a scaffold-based approach for bone tissue regeneration, the control over morphometry allows for balancing scaffold biomechanical performances. In this experimental work, trabecular geometry was obtained by a generative design process, and scaffolds were manufactured by vat photopolymerization with 60% (P60), 70% (P70) and 80% (P80) total porosity. The mechanical and biological performances of the produced scaffolds were investigated, and the results were correlated with morphometric parameters, aiming to investigate the influence of trabecular geometry on the elastic modulus, the ultimate compressive strength of scaffolds and MG-63 human osteosarcoma cell viability. The results showed that P60 trabecular geometry allows for matching the mechanical requirements of human mandibular trabecular bone. From the statistical analysis, a general trend can be inferred, suggesting strut thickness, the degree of anisotropy, connectivity density and specific surface as the main morphometric parameters influencing the biomechanical behavior of trabecular scaffolds, in the perspective of tissue engineering applications.
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Affiliation(s)
- Maria Laura Gatto
- Department DIISM, Università Politecnica Delle Marche, Via Brecce Bianche 12, 60131 Ancona, Italy;
| | - Giorgia Cerqueni
- Department DISCLIMO & UdR INSTM, Università Politecnica Delle Marche, Via Tronto 10/a, 60126 Ancona, Italy; (G.C.); (M.M.-B.)
| | - Michele Furlani
- Department DISCO, Università Politecnica Delle Marche, Via Brecce Bianche 12, 60131 Ancona, Italy; (M.F.); (A.G.)
| | - Nicole Riberti
- Neurosciences Imaging and Clinical Sciences Department, University of Chieti-Pescara, 66100 Chieti, Italy;
| | - Emanuele Tognoli
- Department of Engineering “Enzo Ferrari”, Università di Modena e Reggio Emilia, Via Vivarelli 10, 41125 Modena, Italy; (E.T.); (L.D.)
| | - Lucia Denti
- Department of Engineering “Enzo Ferrari”, Università di Modena e Reggio Emilia, Via Vivarelli 10, 41125 Modena, Italy; (E.T.); (L.D.)
| | | | - Alessandra Giuliani
- Department DISCO, Università Politecnica Delle Marche, Via Brecce Bianche 12, 60131 Ancona, Italy; (M.F.); (A.G.)
| | - Monica Mattioli-Belmonte
- Department DISCLIMO & UdR INSTM, Università Politecnica Delle Marche, Via Tronto 10/a, 60126 Ancona, Italy; (G.C.); (M.M.-B.)
| | - Paolo Mengucci
- Department SIMAU & UdR INSTM, Università Politecnica Delle Marche, Via Brecce Bianche 12, 60131 Ancona, Italy
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