Introduction
During Phase I of our project we identified scaffold requirements based on our human spinal cord research, such as biodegradability, biocompatibility, mechanical properties, as well as suitable macro- and micro-architectures. Consideration of these factors led to polycaprolactone (PCL) being the material of choice. PCL is an FDA-approved material, commonly used in medical implants. It is non-toxic, bioresorbable, and has suitable mechanical properties. Within Phase I, we also defined the macro- and micro-architecture of our scaffold, which consisted of gyroid-shaped unit cells iterated within an open path with a core design, as indicated in Figure 1. Due to COVID-19 restrictions, we were unable to perform wet-lab testing of our design, however, we conducted Finite Element Analysis (FEA) of our scaffold, as well as a degradation model. From the degradation model, we calculated that our scaffold should have a minimum molecular weight, Mr = 9.94kDa to last for a year, the period required in which axon regeneration occurs("Team:KCL UK - 2020.igem.org", 2021).
Figure 1: Scaffold Design from Phase I.
Within Phase II of our project we aimed to print our scaffold and conduct wet-lab experimentation to provide further validation for our design. However, we discovered that our initial scaffold design was too complex to feasibly print. As such, we proposed a new micro- and macro-architecture, i.e., a cross-hatch lattice iterated within an open path without a core design, as is indicated in Figure 4. Following these changes, we printed the scaffold and tested our design via a compression test, the results of which are shown here.
The following document outlines the scaffold engineering process underlying the aforementioned changes to the Phase I design, as well as the validations performed of our new design in Phase II. Initially, we will discuss the changes to the scaffold micro-architecture, followed by the macro-architecture, with consideration of pore size, porosity, and unit cell designs. Subsequently, our printing process, including the parameters we used, and the testing process is discussed.
Table Comparing Old and New Scaffold
Table 1: Table comparing the scaffold from Phase I to scaffold from Phase II.
| Old | New | Notes |
Micro-architecture | Gyroid Unit-Cell Design | Cross-hatch design to create pores | The gyroid unit-cell was too complicated to process for printing, therefore a cross-hatch design was adopted. |
Macro-architecture | Open-path with core | Open-path without core | Based on literature reviews we determined that there is a minimal benefit (in terms of regrowth) of including the central core. Removing this core facilitated the change of micro-architecture. |
Size | 7x11mm | 12x50mm | The scaffold is able to be personalised. The change in scaffold size was done to ensure that larger scaffolds could be printed successfully for patients with larger lesions. |
Micro-architecture
Pore-requirements
The micro-architecture, such as the porosity, of our scaffold design, plays a key part in promoting axonal growth and regeneration. Pores allow the manipulation of stiffness and cell adhesion properties in our polycaprolactone scaffold (Shahriari et al., 2017) to ensure the scaffold mechanical properties match those of the spinal cord. The porosity percentage, therefore, must be adjusted according to the elastic properties required by the spinal cord. A porosity percentage of 60% has been shown to give polycaprolactone an elastic modulus of approximately 1.48 MPa (Guarino et al., 2007) which matches the experimentally obtained value of 1.40 MPa for the average elastic modulus of a spinal cord (Mazuchowski and Thibault, 2002).
The pore size is also another important consideration for our scaffold design. The ideal pore size would be within the range of 100µm and 400µm (Bayram et al., 2019). The 3D printing of our scaffold design can result in variations in the printed scaffold, especially during the cool down of layers, and therefore cause the resultant pore size to be smaller (Cubo-Mateo and Rodríguez-Lorenzo, 2020). Additionally, because our scaffold will be coated with a PVFP-5 bioadhesive, the pore size would become smaller than what was printed. To anticipate these factors, the pore size of our scaffold design is 500µm. The decreased pore size following the coating of our adhesive would then ideally fall into the optimal range.
The pore structure must be interconnected and continuous to match the properties of native spinal cord tissue and create the best environment for axonal regrowth and regeneration (Madigan et al., 2009). This type of pore structure is important for the nutrition and proliferation of regenerating cells. It promotes the formation of new blood capillaries for the supply of oxygen and aforementioned nutrients to the spinal cord tissue which better facilitates the bridging of the spinal cord (Loh and Choong, 2013).
Voxels/Unit Cell Porosity (Phase I approach)
Method of Creating Unit Cell Porosity
Additive manufacturing (3D printing) has many benefits over traditional scaffold fabrication methods, including freeze-drying, solvent-casting, and phase separation (Jammalamadaka and Tappa, 2018), because of its ability to produce scaffolds with regular, complex, microscale geometry (Kundu et al., 2013). There are a number of techniques within computational modelling to implement micro-architecture, including computer-aided design (CAD), image-based methods, and topology optimisation algorithms (Ambu and Morabito, 2019). Of these, CAD was selected as an appropriate choice, being relatively simple.
One method of creating porosity within a CAD environment is through the application of unit cells. These unit cells are analogous to ‘building blocks’ (May, 2006), whereby they can be placed in a repeatable manner to create a predefined macro-architecture geometry. The process of applying these cells to a shape is as follows:
Figure 2: Method of creating unit cells within the CAD software.
General Unit Cells
Complexity with Unit Cell Design
In our initial scaffold design, the macro-architecture was filled with gyroid-shaped unit cells in order to generate a scaffold with interconnecting pores throughout. However, our current project is limited to the use of Fusion Deposition Modelling due to printer availability, an approach possessing a comparatively low spatial resolution. In this regard we found that the chosen software was unable to slice the mesh to print the scaffold, or even if this did succeed, print thin enough layers of our scaffold to generate an output sufficiently similar to the desired design. As such, this unit cell was no longer an appropriate design choice and simpler alternatives were investigated.
During our meeting with Dr Jia An from Nanyang Technological University, Singapore, he suggested looking into Selective Laser Sintering (SLS) printers since they have a better resolution and do not require supports that would allow us to print smaller pores. Following that we have done extensive literature research to establish which printing technique SLS or FDM would be more suitable for our scaffold.
Table 2: Comparison of Selective Laser Sintering (SLS) and Fusion Deposition Modelling (FDM) printing methods ("Introduction to FDM/SLS 3D printing | Hubs", 2021)
| SLS | FDM |
Description | A laser or light source sinters polymer powder | Print head melts and extrudes thermoplastic filament |
Supports | Not required | A base is required in order for the scaffold not to stick to the printing bed |
Common layer thickness | 100-120 microns | 50-400 microns |
Excess material | Only up to 50% of excess powder can be recycled | Most of the filament can be remelted and used again |
Postprint processing | Printed parts can take multiple hours to cool down
Excess powder needs to be removed | Supports need to be removed |
Overall SLS printing has an advantage in the printing parameters allowing it to print more intricate details. However, in the bigger picture FDM suits our project more. FDM printers are more widely accessible meaning that our therapy could be more widely distributed. FDM printing temperatures are lower, meaning that the scaffold does not require long post-processing making the scaffold ready for use within a few hours from the CAD design to the final product. Using FDM printing would also allow us to recycle excess PCL filament more efficiently than the PCL powder needed for SLS, making our therapy more sustainable and cost-effective.
Log-pile design
Known commonly as the ‘cross-hatch’ method, log-pile approaches are the most common within tissue engineering for producing porosity in scaffolds (Meng et al., 2020). This scaffold design is often used alongside FDM printing (Kelly et al., 2018), and is much simpler than its unit-cell counterparts. Despite appearing much more basic, this design is accessible because it does not require challenging (and often expensive) printing specifications, yet still matches pore requirements, such as interconnectivity (Kelly et al., 2018). A further benefit is that the mechanical properties of cross-hatch structures can easily be tailored via altering a range of parameters - unlike unit cells, which are limited to features such as voxel size. Some of these features include log diameter, log spacing and the orientation (angle) between adjacent layers (Kelly et al., 2018). Specifically, a number of studies have looked into the effect of layer orientation - the angle at which adjacent layers are printed. Experimental data has determined that scaffolds produced in a 0-90 manner were stiffer and less plastic (had a smaller range of deformation beyond the elastic range) than scaffolds with rotating orientations of 0–45–90–135 (Kelly et al., 2018; Moroni et al., 2006).
To ensure our design was suitable for FDM, the log-pile/cross-hatch design was adopted in order to create interconnected pores throughout the scaffold. The design consists of 3D printing strips of PCL adjacent to each other with spaces between them. The 3D printer then rotates the angle by 90° and adds another layer of PCL strips. By doing this continuously up the scaffold it creates intersecting sets of parallel lines that make up the microarchitecture. Printing parameters include printing temperature and bed temperature and they are shown to be important in pore size, pore shape and efficacy of the scaffold (Soman et al., 2012). Through a process of trial and error, we decided on a printing temperature of 85°C and a bed temperature of 45°C. This ensured that the pore dimensions were consistent throughout the scaffold which is important in ensuring axonal regrowth.
Macro-architecture
The macro-architecture of a scaffold is its overall macro-scale geometry. Scaffold macro-architectures can vary in shape with the following five macro-architectures being studied by Wong et al. (2008): channel, cylinder, tube, open-path with core, and open-path without the core. The most commonly seen designs are scaffolds that have channels embedded within them. Moore et al. (2006) designed a multi-channel scaffold made of poly lactic-co-glycolic acid (PLGA). The results showed that the scaffolds lasted for 30 weeks in vitro before degrading fully. However, from Wong et al., the preferred designs were the open-path with core and the open-path without the core. These both displayed benefits to spinal cord injury progression when the defect length was measured. Axonal regeneration was seen in both of these open-path designs. Noticeably, fibres were seen crossing the defects. The open-path designs performed better than the channel, tube, and cylinder designs because there is space within these two, allowing for nerve roots to merge in the defect area. From the work completed last year by Renervate, it was shown that all five scaffolds would be suitable as a scaffold—in terms of mechanical yield, as none of them exceeded the yield strength of 17.82 MPa. In order to determine the best scaffold, we simulated each type and evaluated the following properties: solid von Mises stress, solid von Mises strain, displacement, and applied force. Comparing and evaluating the designs, the two open-path designs were the most optimal, thus agreeing with Wong et al. (2008). The open-path without core design was chosen to have the cross-hatch method of implementing pores, to be completed in Autodesk Fusion 360.
Printing
From Phase I, we designed our scaffold that would be ready for validation in Phase II. Having approached Professor Trevor Coward and Giovanni Gonnella regarding the printing of our PCL scaffold using their 3D printers, we encountered a problem with the design of our original scaffold. They informed us that the device was too complex to process and print. This STL file was ~1 GB in storage, which was not able to be sliced. To resolve this issue we had to redesign the scaffold. We decided to adopt Dr Lorenzo Veschini’s method of creating a log-like structure within the scaffold, known as cross-hatching. This is shown in the figures below.
Figure 6: The redesigned PCL Scaffold.
This design was then sent to Professor Coward and Mr Gonnella for printing. The printer available to us was the Cubicon. Initial attempts to print with the Cubicon were met with difficulty. As a control to see whether the scaffold prints at certain parameters, we printed a scaffold using PLA, which is much easier to print. The PCL was melting at a much lower temperature than expected which led to the material spreading out on the printing bed. Subsequently, this led to the covering of the pores. This issue persisted and it required a trial and error approach with changing the printing parameters to optimise the printing. After tampering with the parameters, the scaffold was printed successfully, using the following final values: the printing speed was decreased to 6 mm/s, the moving speed was 100 mm/s, both fans inside of the Cubicon were turned on to 100% capacity. Other variables include the printing bed at 45°C, and the extrusion temperature was at 80-85°C. This newly printed scaffold has an approximate printing time of 3 hours compared to 30 minutes for the equivalent PLA scaffold. PCL was expected to have the same printing time as PLA however, due to the changed printing parameters aggregated leading to an increased printing time.
Testing
Figure 7: The load extension graph resulting from our compressive tests.
Thanks to Dr Carlo Seneci and Mr John Bason, we were able to use the King’s College London Biomedical Engineering department’s Instron machine at St Thomas’ Hospital. Here, we carried out compressive tests on two of our printed polycaprolactone scaffolds with loads of up to 100N. We were able to confirm that our scaffold can withstand a load of 100N without being deformed. As the graph above does not display any signs of plateauing or peaking we are unable to extract values for any specific mechanical properties. Though we expect the load on the scaffold once implanted in the spinal cord to be greater than 100N, due to the limited lab access we had during this iGEM season we wanted to take full advantage of any opportunity available to us to test our scaffold mechanically.
Based on our literature review, in the future, we would complete further mechanical testing on our scaffold to obtain a stress-strain graph where we would be able to extract values for Young’s Modulus, yield stress, ultimate strength, and strain (Wieding et al., 2013). These values could then be used to compare with respective values for the spinal cord to ensure they match. We would also complete creep and recovery tests, whereby a load would be applied on the scaffold for a specified length of time and then taken away. This would give us the hysteresis curve for our scaffold which we could use to see how long the scaffold would be able to retain its mechanical properties and shape under a specific load (Niaza et al., 2017).
References:
- Advances in Mechanical Engineering, 11(10), 168781401988378.
https://doi.org/10.1177/1687814019883784
- Ambu, R., & Morabito, A. E. (2019). Modeling, Assessment, and Design of Porous Cells Based
on Schwartz Primitive Surface for Bone Scaffolds. The Scientific World Journal, 2019, 1–16.
https://doi.org/10.1155/2019/7060847
- Bayram, C., Jiang, X., Gultekinoglu, M., Ozturk, S., Ulubayram, K., Edirisinghe, M. (2019). Biofabrication of Gelatin Tissue Scaffolds with Uniform Pore Size via Microbubble Assembly. Macromol. Mater. Eng., 304, 1900394. https://doi.org/10.1002/mame.201900394
- Cho, Y. S., Quan, M., Kang, N., Jong, H., Hong, M. W., Kim, Y. Y., & Cho, Y. (2020). Strategy for enhancing mechanical properties and bone regeneration of 3D polycaprolactone kagome scaffold: Nano hydroxyapatite composite and its exposure. European Polymer Journal, 134, 109814.
- Cubo-Mateo, N., & Rodríguez-Lorenzo, L. M. (2020). Design of Thermoplastic 3D-Printed Scaffolds for Bone Tissue Engineering: Influence of Parameters of “Hidden” Importance in the Physical Properties of Scaffolds. Polymers, 12(7), 1546. MDPI AG. http://dx.doi.org/10.3390/polym12071546
- Deng, Y., & Mieczkowski, M. (1998). Three-dimensional periodic cubic membrane structure in the mitochondria of amoebaeChaos carolinensis. Protoplasma, 203(1-2), 16-25.
- Felfel, R. M., Poocza, L., Gimeno-Fabra, M., Milde, T., Hildebrand, G., Ahmed, I. et al. (2016). In vitro degradation and mechanical properties of PLA-PCL copolymer unit cell scaffolds generated by two-photon polymerization. Biomedical materials, 11(1), 015011.
- Fleck, N. A., Deshpande, V. S., & Ashby, M. F. (2010). Micro-architectured materials: past, present and future. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 466(2121), 2495-2516.
- Germain, L., Fuentes, C. A., van Vuure, A. W., des Rieux, A., & Dupont-Gillain, C. (2018).
3D-printed biodegradable gyroid scaffolds for tissue engineering applications. Materials &
Design, 151, 113–122. https://doi.org/10.1016/j.matdes.2018.04.037
- Guarino, V., Causa, F., & Ambrosio, L. (2007). Porosity and mechanical properties relationship in PCL porous scaffolds. Journal of applied biomaterials & biomechanics: JABB, 5(3), 149–157.
- Hyun, S., Joo, J. H., & Kang, K. J. (2008). Defect sensitivity of bulk PCMs composed of octet and Kagome trusses to mechanical behaviors subjected to compression. Journal of mechanical science and technology, 22(4), 689-698.
- Hyun, S., Karlsson, A. M., Torquato, S., & Evans, A. (2003). Simulated properties of Kagome and tetragonal truss core panels. Int J. Solids Struct, 40, 6989-98.
- Introduction to FDM 3D printing | Hubs. (2021). Retrieved 8 October 2021, from https://www.hubs.com/knowledge-base/introduction-fdm-3d-printing/#post-processing
- Introduction to SLS 3D printing | Hubs. (2021). Retrieved 8 October 2021, from https://www.hubs.com/knowledge-base/introduction-sls-3d-printing/#post-processing
- Jammalamadaka, U., & Tappa, K. (2018). Recent Advances in Biomaterials for 3D Printing and
Tissue Engineering. Journal of Functional Biomaterials, 9(1), 22.
https://doi.org/10.3390/jfb9010022
- Jiang, S., Göpfert, A., & Abetz, V. (2003). Novel morphologies of block copolymer blends via hydrogen bonding. Macromolecules, 36(16), 6171-6177.
- Jin, H., Zhuo, Y., Sun, Y., Fu, H., & Han, Z. (2019). Microstructure design and degradation
performance in vitro of three-dimensional printed bioscaffold for bone tissue engineering.
Advances in Mechanical Engineering, 11(10), 168781401988378.
https://doi.org/10.1177/1687814019883784
- Jung, Y., & Torquato, S. (2005). Fluid permeabilities of triply periodic minimal surfaces. Physical Review E, 72(5), 056319.
- Kelly, C. N., Miller, A. T., Hollister, S. J., Guldberg, R. E., & Gall, K. (2018). Design and
Structure-Function Characterization of 3D Printed Synthetic Porous Biomaterials for Tissue
Engineering. Advanced Healthcare Materials, 7(7), 1701095.
https://doi.org/10.1002/adhm.201701095
- Kundu, J., Pati, F., Hun Jeong, Y., & Cho, D.-W. (2013). Biomaterials for Biofabrication of 3D
Tissue Scaffolds. In Biofabrication (pp. 23–46). Elsevier.
https://doi.org/10.1016/B978-1-4557-2852-7.00002-0
- Loh, Q. L., & Choong, C. (2013). Three-Dimensional Scaffolds for Tissue Engineering Applications: Role of Porosity and Pore Size. Tissue Engineering Part B: Reviews, 19(6), 485–502. https://doi.org/10.1089/ten.teb.2012.0437
- Madigan, N. N., McMahon, S., O’Brien, T., Yaszemski, M. J., & Windebank, A. J. (2009). Current tissue engineering and novel therapeutic approaches to axonal regeneration following spinal cord injury using polymer scaffolds. Respiratory Physiology & Neurobiology, 169(2), 183–199. https://doi.org/10.1016/j.resp.2009.08.015
- May, W. N. (2006). Design and validation of a scaffold library and algorithm for tissue
engineering applications [Nanyang Technological University].
https://doi.org/10.32657/10356/6154
- Mazuchowski, E., & Thibault, L. (2002). BIOMECHANICAL PROPERTIES OF THE HUMAN SPINAL CORD AND PIA MATER.
- Meng, Z., He, J., Li, J., Su, Y., & Li, D. (2020). Melt-based, solvent-free additive manufacturing
of biodegradable polymeric scaffolds with designer microstructures for tailored
mechanical/biological properties and clinical applications. Virtual and Physical Prototyping,
15(4), 417–444. https://doi.org/10.1080/17452759.2020.1808937
- Moore, M., Friedman, J., Lewellyn, E., Mantila, S., Krych, A., & Ameenuddin, S. et al. (2006). Multiple-channel scaffolds to promote spinal cord axon regeneration. Biomaterials, 27(3), 419-429. doi: 10.1016/j.biomaterials.2005.07.045
- Moon, S. K., Tan, Y. E., Hwang, J., & Yoon, Y-J. (2014). Application of 3D printing technology for designing light-weight unmanned aerial wing structures. Int J. Precis. Eng. Manuf.-Green Technol, 1, 223-8.
- Moroni, L., Poort, G., Van Keulen, F., de Wijn, J. R., & van Blitterswijk, C. A. (2006). Dynamic
mechanical properties of 3D fiber-deposited PEOT/PBT scaffolds: An experimental and
numerical analysis. Journal of Biomedical Materials Research Part A, 78A(3), 605–614.
https://doi.org/10.1002/jbm.a.30716
- Niaza, K. V., Senatov, F. S., Stepashkin, A., Anisimova, N. Y., & Kiselevsky, M. V. (2017). Long-Term Creep and Impact Strength of Biocompatible 3D-Printed PLA-Based Scaffolds. Nano Hybrids and Composites, 13, 15–20. https://doi.org/10.4028/www.scientific.net/nhc.13.15
- Ragaert, K., De Baere, Degrieck, J., & Cardon, L. 2014. Bulk Mechanical Properties of Thermoplastic poly-e-caprolactone. 6th Polymers and Mould Innovations Conference.
- Rajagopalan, S., & Robb, R. (2006). Schwarz meets Schwann: Design and fabrication of
biomorphic and durataxic tissue engineering scaffolds. Medical Image Analysis, 10(5), 693–712.
https://doi.org/10.1016/j.media.2006.06.001
- Shahriari, D., Koffler, J. Y., Tuszynski, M. H., Campana, W. M., & Sakamoto, J. S. (2017). Hierarchically Ordered Porous and High-Volume Polycaprolactone Microchannel Scaffolds Enhanced Axon Growth in Transected Spinal Cords. Tissue engineering. Part A, 23(9-10), 415–425. https://doi.org/10.1089/ten.TEA.2016.0378
- Shin, J., Kim, S., Jeong, D., Lee, H. G., Lee, D., Lim, J. Y., & Kim, J. (2012). Finite element analysis of Schwarz P surface pore geometries for tissue-engineered scaffolds. Mathematical Problems in Engineering, 2012.
- Soman, P., Tobe, B., Lee, J., Winquist, A., Singec, I., & Vecchio, K. et al. (2012). Three-dimensional scaffolding to investigate neuronal derivatives of human embryonic stem cells. Biomedical Microdevices, 14(5), 829-838. doi: 10.1007/s10544-012-9662-7
- Team:KCL UK - 2020.igem.org. (2021). Retrieved 8 October 2021, from https://2020.igem.org/Team:KCL_UK
- Team:KCL UK/Scaffold Model - 2020.igem.org. (2021). Retrieved 10 October 2021, from https://2020.igem.org/Team:KCL_UK/Scaffold_Model
- Wang, J., Evans, A., Dharmasena, K., & Wadley, H. (2003). On the performance of truss panels with kagome cores. Int. J. Solids Struct, 40, 6981-8.
- Wang, M., Zhai, P., Chen, X., Schreyer, D., Sun, X., & Cui, F. (2011). Bioengineered Scaffolds for Spinal Cord Repair. Tissue Engineering Part B: Reviews, 17(3), 177-194. doi: 10.1089/ten.teb.2010.0648
- Wieding, J., Fritsche, A., Heinl, P., Körner, C., Cornelsen, M., Seitz, H. et al. (2013). Biomechanical behavior of bone scaffolds made of additive manufactured tricalciumphosphate and titanium alloy under different loading conditions. Journal of Applied Biomaterials & Functional Materials, 11(3), 159–166. https://doi.org/10.5301/jabfm.2013.10832
- Wong, D., Leveque, J., Brumblay, H., Krebsbach, P., Hollister, S., & LaMarca, F. (2008). Macro-Architectures in Spinal Cord Scaffold Implants Influence Regeneration. Journal Of Neurotrauma, 25(8), 1027-1037. doi: 10.1089/neu.2007.0473