Recent trends and challenges in computer-aided design of additive manufacturing-based biomimetic scaffolds and bioartificial organs

Advances introduced by additive manufacturing (AM) methods referred to as solid freedom fabrication (SFF) or rapid prototyping (RP) methods have significantly improved the ability to fabricate porous scaffold structures close in architectures to biological tissues. These technologies have led to the development of innovative porous scaffolds and spatially complex artificial tissues. However, the current approaches face many challenges, such as the lack of an effective design software for printing and prototyping of tissues and scaffolds. In this article, a brief overview of the recent trends and challenges in computer-aided tissue engineering is provided. Future directions are also suggested in order to discuss the challenging technological barriers and provide the overall feasibility of prototyping and printing of biomimetic scaffolds and bioartificial tissues or organs.

[1]  Clemens A van Blitterswijk,et al.  Analysis of ectopic and orthotopic bone formation in cell-based tissue-engineered constructs in goats. , 2007, Biomaterials.

[2]  W. Hennink,et al.  Organ printing: the future of bone regeneration? , 2011, Trends in biotechnology.

[3]  S M Giannitelli,et al.  Current trends in the design of scaffolds for computer-aided tissue engineering. , 2014, Acta biomaterialia.

[4]  F. Beckmann,et al.  The morphology of anisotropic 3D-printed hydroxyapatite scaffolds. , 2008, Biomaterials.

[5]  Ryan B. Wicker,et al.  Multi-material microstereolithography , 2010 .

[6]  C. V. van Blitterswijk,et al.  Design of porous scaffolds for cartilage tissue engineering using a three-dimensional fiber-deposition technique. , 2004, Biomaterials.

[7]  C. V. van Blitterswijk,et al.  Porous Ti6Al4V scaffold directly fabricating by rapid prototyping: preparation and in vitro experiment. , 2006, Biomaterials.

[8]  Chung-Shing Wang,et al.  STL rapid prototyping bio-CAD model for CT medical image segmentation , 2010, Comput. Ind..

[9]  Lawrence J. Bonassar,et al.  3D Cell and Scaffold Patterning Strategies in Tissue Engineering , 2013 .

[10]  Mattias Goksör,et al.  Creating permanent 3D arrangements of isolated cells using holographic optical tweezers. , 2005, Lab on a chip.

[11]  Ryan Wicker,et al.  Stereolithography of spatially controlled multi-material bioactive poly(ethylene glycol) scaffolds. , 2010, Acta biomaterialia.

[12]  Ying Luo,et al.  A photolabile hydrogel for guided three-dimensional cell growth and migration , 2004, Nature materials.

[13]  D. Cho,et al.  Bioprinting of a mechanically enhanced three-dimensional dual cell-laden construct for osteochondral tissue engineering using a multi-head tissue/organ building system , 2012 .

[14]  K W Dalgarno,et al.  Processing of an apatite-mullite glass-ceramic and an hydroxyapatite/phosphate glass composite by selective laser sintering , 2005, Journal of materials science. Materials in medicine.

[15]  Yih‐Lin Cheng,et al.  Development of dynamic masking rapid prototyping system for application in tissue engineering , 2009 .

[16]  Richard A. Robb,et al.  Schwarz meets Schwann: Design and fabrication of biomorphic and durataxic tissue engineering scaffolds , 2006, Medical Image Anal..

[17]  Binil Starly,et al.  Internal architecture design and freeform fabrication of tissue replacement structures , 2006, Comput. Aided Des..

[18]  K. Dholakia,et al.  Microfluidic sorting in an optical lattice , 2003, Nature.

[19]  C. M. Cheah,et al.  Development of a Tissue Engineering Scaffold Structure Library for Rapid Prototyping. Part 2: Parametric Library and Assembly Program , 2003 .

[20]  Jack Price,et al.  Attachment of stem cells to scaffold particles for intra-cerebral transplantation , 2009, Nature Protocols.

[21]  T. Boland,et al.  Inkjet printing of viable mammalian cells. , 2005, Biomaterials.

[22]  Dong-Woo Cho,et al.  Development of 3D PPF/DEF scaffolds using micro-stereolithography and surface modification , 2009, Journal of materials science. Materials in medicine.

[23]  Julia Will,et al.  Three-dimensional printing of flash-setting calcium aluminate cement , 2011 .

[24]  S. Milz,et al.  Hydroxyapatite scaffolds for bone tissue engineering made by 3D printing , 2005, Journal of materials science. Materials in medicine.

[25]  Boris N. Chichkov,et al.  Medical prototyping using two photon polymerization , 2010 .

[26]  Clemens A van Blitterswijk,et al.  Effects of the architecture of tissue engineering scaffolds on cell seeding and culturing. , 2010, Acta biomaterialia.

[27]  Chee Kai Chua,et al.  Development of a Tissue Engineering Scaffold Structure Library for Rapid Prototyping. Part 1: Investigation and Classification , 2003 .

[28]  J. Shear,et al.  Microreplication and design of biological architectures using dynamic-mask multiphoton lithography. , 2009, Small.

[29]  C. V. van Blitterswijk,et al.  The effect of PEGT/PBT scaffold architecture on the composition of tissue engineered cartilage. , 2005, Biomaterials.

[30]  Binil Starly,et al.  Bio-CAD modeling and its applications in computer-aided tissue engineering , 2005, Comput. Aided Des..

[31]  Xiaohong Wang,et al.  Recent trends and challenges in complex organ manufacturing. , 2010, Tissue engineering. Part B, Reviews.

[32]  Amit Bandyopadhyay,et al.  Effects of silica and zinc oxide doping on mechanical and biological properties of 3D printed tricalcium phosphate tissue engineering scaffolds. , 2012, Dental materials : official publication of the Academy of Dental Materials.

[33]  Dong Sun,et al.  Automatic transportation of biological cells with a robot-tweezer manipulation system , 2011, Int. J. Robotics Res..

[34]  D. Yoo Porous scaffold design using the distance field and triply periodic minimal surface models. , 2011, Biomaterials.

[35]  Dong-Jin Yoo Filling Holes in Large Polygon Models Using an Implicit Surface Scheme and the Domain Decomposition Method , 2007 .

[36]  James J. Yoo,et al.  Complex heterogeneous tissue constructs containing multiple cell types prepared by inkjet printing technology. , 2013, Biomaterials.

[37]  Dong-Jin Yoo,et al.  Three-dimensional surface reconstruction of human bone using a B-spline based interpolation approach , 2011, Comput. Aided Des..

[38]  Cindi M Morshead,et al.  Spatially controlled simultaneous patterning of multiple growth factors in three-dimensional hydrogels. , 2011, Nature materials.

[39]  L. Niklason,et al.  Scaffold-free vascular tissue engineering using bioprinting. , 2009, Biomaterials.

[40]  Binil Starly,et al.  Creation of a unit block library of architectures for use in assembled scaffold engineering , 2005, Comput. Aided Des..

[41]  Cynthia M Smith,et al.  Characterizing environmental factors that impact the viability of tissue-engineered constructs fabricated by a direct-write bioassembly tool. , 2007, Tissue engineering.

[42]  E. D. Rekow,et al.  MicroCT analysis of hydroxyapatite bone repair scaffolds created via three-dimensional printing for evaluating the effects of scaffold architecture on bone ingrowth. , 2008, Journal of biomedical materials research. Part A.

[43]  C A van Blitterswijk,et al.  3D fiber-deposited scaffolds for tissue engineering: influence of pores geometry and architecture on dynamic mechanical properties. , 2006, Biomaterials.

[44]  Hyuk-Hong Kwon,et al.  Shape reconstruction, shape manipulation, and direct generation of input data from point clouds for rapid prototyping , 2009 .

[45]  D. Yoo,et al.  Heterogeneous minimal surface porous scaffold design using the distance field and radial basis functions. , 2012, Medical engineering & physics.

[46]  Dietmar W Hutmacher,et al.  Scaffold-based tissue engineering: rationale for computer-aided design and solid free-form fabrication systems. , 2004, Trends in biotechnology.

[47]  Eric D. Miller,et al.  Microenvironments Engineered by Inkjet Bioprinting Spatially Direct Adult Stem Cells Toward Muscle‐ and Bone‐Like Subpopulations , 2008, Stem cells.

[48]  Jeroen Rouwkema,et al.  Tissue assembly and organization: developmental mechanisms in microfabricated tissues. , 2009, Biomaterials.

[49]  F. Lin,et al.  Fabrication of viable tissue-engineered constructs with 3D cell-assembly technique. , 2005, Biomaterials.

[50]  Johannes Courtial,et al.  Assembly of 3-dimensional structures using programmable holographic optical tweezers. , 2004, Optics express.

[51]  M. Harmsen,et al.  Endothelial progenitor cell-based neovascularization: implications for therapy. , 2009, Trends in molecular medicine.

[52]  Vincent Daria,et al.  Shack-Hartmann multiple-beam optical tweezers. , 2003, Optics express.

[53]  Reuben.,et al.  Cell-based tissue engineering therapies: the influence of whole body physiology. , 1998, Advanced drug delivery reviews.

[54]  Jaesung Park,et al.  Development of a hybrid scaffold with synthetic biomaterials and hydrogel using solid freeform fabrication technology , 2011, Biofabrication.

[55]  Jennifer L. West,et al.  Three‐Dimensional Biochemical and Biomechanical Patterning of Hydrogels for Guiding Cell Behavior , 2006 .

[56]  Wei Sun,et al.  Computer‐aided tissue engineering: application to biomimetic modelling and design of tissue scaffolds , 2004, Biotechnology and applied biochemistry.

[57]  Y. Sakai,et al.  Ultraviolet-irradiation-based photofabrication that simultaneously produces a macroporous structure and flow channels using a photoreactive biodegradable polymer and a gas-forming azoamide compound , 2004 .

[58]  Jeroen Rouwkema,et al.  Vascularization in tissue engineering. , 2008, Trends in biotechnology.

[59]  D. Siniscalco,et al.  Intra-brain microinjection of human mesenchymal stem cells decreases allodynia in neuropathic mice , 2010, Cellular and Molecular Life Sciences.

[60]  Jennifer L. West,et al.  Three-dimensional micropatterning of bioactive hydrogels via two-photon laser scanning photolithography for guided 3D cell migration. , 2008, Biomaterials.

[61]  Aleksandr Ovsianikov,et al.  Laser fabrication of three-dimensional CAD scaffolds from photosensitive gelatin for applications in tissue engineering. , 2011, Biomacromolecules.

[62]  Fabien Guillemot,et al.  Cell patterning technologies for organotypic tissue fabrication. , 2011, Trends in biotechnology.

[63]  P H Krebsbach,et al.  Indirect solid free form fabrication of local and global porous, biomimetic and composite 3D polymer-ceramic scaffolds. , 2003, Biomaterials.

[64]  I Zein,et al.  Mechanical properties and cell cultural response of polycaprolactone scaffolds designed and fabricated via fused deposition modeling. , 2001, Journal of biomedical materials research.

[65]  Hanry Yu,et al.  A gel-free 3D microfluidic cell culture system. , 2008, Biomaterials.

[66]  Dong-Woo Cho,et al.  Solid freeform fabrication technology applied to tissue engineering with various biomaterials , 2012 .

[67]  Wei Sun,et al.  Recent development on computer aided tissue engineering - a review , 2002, Comput. Methods Programs Biomed..

[68]  Dong-Jin Yoo,et al.  Heterogeneous porous scaffold design for tissue engineering using triply periodic minimal surfaces , 2012 .

[69]  Dong-Jin Yoo,et al.  Computer-aided porous scaffold design for tissue engineering using triply periodic minimal surfaces , 2011 .

[70]  S. Hollister,et al.  Optimal design and fabrication of scaffolds to mimic tissue properties and satisfy biological constraints. , 2002, Biomaterials.

[71]  Bradley J. Nelson,et al.  Biological Cell Injection Using an Autonomous MicroRobotic System , 2002, Int. J. Robotics Res..

[72]  Vladimir Mironov,et al.  Organ printing: tissue spheroids as building blocks. , 2009, Biomaterials.

[73]  Dong-Jin Yoo,et al.  Heterogeneous porous scaffold design using the continuous transformations of triply periodic minimal surface models , 2013 .

[74]  Yael Roichman,et al.  Optimized holographic optical traps. , 2005, Optics express.

[75]  Dong-Jin Yoo,et al.  Rapid surface reconstruction from a point cloud using the least-squares projection , 2010 .

[76]  N. Kikuchi,et al.  A novel method for biomaterial scaffold internal architecture design to match bone elastic properties with desired porosity. , 2004, Journal of biomechanics.

[77]  K. Greulich,et al.  Application of laser optical tweezers in immunology and molecular genetics. , 1991, Cytometry.

[78]  Jan Feijen,et al.  A poly(D,L-lactide) resin for the preparation of tissue engineering scaffolds by stereolithography. , 2009, Biomaterials.

[79]  Wei Sun,et al.  Multi‐nozzle deposition for construction of 3D biopolymer tissue scaffolds , 2005 .

[80]  R. Gauthier,et al.  Analysis of the behaviour of erythrocytes in an optical trapping system. , 2000, Optics express.

[81]  D. Ingber,et al.  From 3D cell culture to organs-on-chips. , 2011, Trends in cell biology.

[82]  C K Chua,et al.  Investigation of the mechanical properties and porosity relationships in selective laser-sintered polyhedral for functionally graded scaffolds. , 2011, Acta biomaterialia.

[83]  Jack Price,et al.  The support of neural stem cells transplanted into stroke-induced brain cavities by PLGA particles. , 2009, Biomaterials.

[84]  Wei Sun,et al.  Effects of dispensing pressure and nozzle diameter on cell survival from solid freeform fabrication-based direct cell writing. , 2008, Tissue engineering. Part A.

[85]  Scott J Hollister,et al.  Mechanical and in vivo performance of hydroxyapatite implants with controlled architectures. , 2002, Biomaterials.

[86]  Linda G Griffith,et al.  Osteoblast response to PLGA tissue engineering scaffolds with PEO modified surface chemistries and demonstration of patterned cell response. , 2004, Biomaterials.

[87]  S. Chu,et al.  Observation of a single-beam gradient force optical trap for dielectric particles. , 1986, Optics letters.

[88]  Seung-Joon Song,et al.  Sodium alginate hydrogel-based bioprinting using a novel multinozzle bioprinting system. , 2011, Artificial organs.

[89]  D. Hanstorp,et al.  Sorting Out Bacterial Viability with Optical Tweezers , 2000, Journal of bacteriology.

[90]  Sangeeta N Bhatia,et al.  Three-dimensional tissue fabrication. , 2004, Advanced drug delivery reviews.

[91]  D J Mooney,et al.  Bioabsorbable polymer scaffolds for tissue engineering capable of sustained growth factor delivery. , 2000, Journal of controlled release : official journal of the Controlled Release Society.

[92]  Pedro L Granja,et al.  Molecularly designed alginate hydrogels susceptible to local proteolysis as three-dimensional cellular microenvironments. , 2011, Acta biomaterialia.

[93]  Chi-Mun Cheah,et al.  Automatic algorithm for generating complex polyhedral scaffold structures for tissue engineering. , 2004, Tissue engineering.

[94]  Kristi S. Anseth,et al.  Photodegradable Hydrogels for Dynamic Tuning of Physical and Chemical Properties , 2009, Science.

[95]  U Kneser,et al.  Tissue engineering of bone: the reconstructive surgeon's point of view , 2006, Journal of cellular and molecular medicine.

[96]  Klaus Mecke,et al.  Minimal surface scaffold designs for tissue engineering. , 2011, Biomaterials.

[97]  K. Koyano,et al.  The effect of a single remote injection of statin-impregnated poly (lactic-co-glycolic acid) microspheres on osteogenesis around titanium implants in rat tibia. , 2010, Biomaterials.

[98]  A. Ashkin,et al.  Optical trapping and manipulation of single cells using infrared laser beams , 1987, Nature.

[99]  Dong-Jin Yoo,et al.  Three-dimensional morphing of similar shapes using a template mesh , 2009 .

[100]  A. Ahluwalia,et al.  Fabrication of PLGA scaffolds using soft lithography and microsyringe deposition. , 2003, Biomaterials.

[101]  Jennifer E. Curtis,et al.  Dynamic holographic optical tweezers , 2002 .

[102]  Chee Kai Chua,et al.  Fabrication of customised scaffolds using computer‐aided design and rapid prototyping techniques , 2005 .

[103]  I. Zein,et al.  Fused deposition modeling of novel scaffold architectures for tissue engineering applications. , 2002, Biomaterials.

[104]  C James Kirkpatrick,et al.  Tissue-like self-assembly in cocultures of endothelial cells and osteoblasts and the formation of microcapillary-like structures on three-dimensional porous biomaterials. , 2007, Biomaterials.

[105]  J Tramper,et al.  The effect of PEGT/PBT scaffold architecture on oxygen gradients in tissue engineered cartilaginous constructs. , 2004, Biomaterials.

[106]  Dongjin Yoo,et al.  New paradigms in internal architecture design and freeform fabrication of tissue engineering porous scaffolds. , 2012, Medical engineering & physics.

[107]  Brian Derby,et al.  Printing and Prototyping of Tissues and Scaffolds , 2012, Science.

[108]  Ryan B. Wicker,et al.  Fabrication of 3D Biocompatible/Biodegradable Micro-Scaffolds Using Dynamic Mask Projection Microstereolithography , 2009 .

[109]  Glenn D Prestwich,et al.  Bioprinting vessel-like constructs using hyaluronan hydrogels crosslinked with tetrahedral polyethylene glycol tetracrylates. , 2010, Biomaterials.

[110]  Richard A. Flynn,et al.  Optical Manipulation of Objects and Biological Cells in Microfluidic Devices , 2003 .

[111]  Dong-Jin Yoo,et al.  Three-dimensional human body model reconstruction and manufacturing from CT medical image data using a heterogeneous implicit solid based approach , 2011 .

[112]  Klaus Liefeith,et al.  Two-Photon Polymerization for Microfabrication of Three-Dimensional Scaffolds for Tissue Engineering Application , 2009 .

[113]  David J Mooney,et al.  Sustained delivery of plasmid DNA from polymeric scaffolds for tissue engineering. , 2006, Advanced drug delivery reviews.

[114]  C K Chua,et al.  Characterization of a poly-epsilon-caprolactone polymeric drug delivery device built by selective laser sintering. , 2007, Bio-medical materials and engineering.

[115]  K. Leong,et al.  Solid freeform fabrication of three-dimensional scaffolds for engineering replacement tissues and organs. , 2003, Biomaterials.

[116]  A. Khademhosseini,et al.  Modular Tissue Engineering: Engineering Biological Tissues from the Bottom Up. , 2009, Soft matter.

[117]  Xiumei Mo,et al.  Artery vessel fabrication using the combined fused deposition modeling and electrospinning techniques , 2011 .

[118]  Mattias Goksör,et al.  Optical tweezers applied to a microfluidic system. , 2004, Lab on a chip.

[119]  Scott C. Brown,et al.  A three-dimensional osteochondral composite scaffold for articular cartilage repair. , 2002, Biomaterials.

[120]  F. E. Wiria,et al.  Poly-ε-caprolactone/hydroxyapatite for tissue engineering scaffold fabrication via selective laser sintering , 2007 .

[121]  Vladimir Mironov,et al.  Organ printing: computer-aided jet-based 3D tissue engineering. , 2003, Trends in biotechnology.

[122]  H. Tiziani,et al.  Multi-functional optical tweezers using computer-generated holograms , 2000 .

[123]  Ralph Müller,et al.  Printability of calcium phosphate powders for three-dimensional printing of tissue engineering scaffolds. , 2012, Acta biomaterialia.

[124]  Stefan Lohfeld,et al.  Selective laser sintering of hydroxyapatite/poly-epsilon-caprolactone scaffolds. , 2010, Acta biomaterialia.

[125]  Dietmar Werner Hutmacher,et al.  Application of micro CT and computation modeling in bone tissue engineering , 2005, Comput. Aided Des..

[126]  Kristi S Anseth,et al.  Tunable Hydrogels for External Manipulation of Cellular Microenvironments through Controlled Photodegradation , 2010, Advanced materials.

[127]  Rashid Bashir,et al.  Three-dimensional photopatterning of hydrogels using stereolithography for long-term cell encapsulation. , 2010, Lab on a chip.

[128]  David Dean,et al.  Stereolithographic bone scaffold design parameters: osteogenic differentiation and signal expression. , 2010, Tissue engineering. Part B, Reviews.

[129]  Yongnian Yan,et al.  Layered manufacturing of tissue engineering scaffolds via multi-nozzle deposition , 2003 .

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

[131]  T. Volova,et al.  Tissue reaction to intramuscular injection of resorbable polymer microparticles , 2007, Bulletin of Experimental Biology and Medicine.

[132]  Margam Chandrasekaran,et al.  Rapid prototyping in tissue engineering: challenges and potential. , 2004, Trends in biotechnology.

[133]  Katia Bertoldi,et al.  Mathematically defined tissue engineering scaffold architectures prepared by stereolithography. , 2010, Biomaterials.

[134]  Binil Starly,et al.  Computer-aided characterization for effective mechanical properties of porous tissue scaffolds , 2005, Comput. Aided Des..

[135]  T. Boland,et al.  Inkjet printing for high-throughput cell patterning. , 2004, Biomaterials.

[136]  J. Leor,et al.  Cells, scaffolds, and molecules for myocardial tissue engineering. , 2005, Pharmacology & therapeutics.

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

[138]  A. Ashkin,et al.  Optical trapping and manipulation of viruses and bacteria. , 1987, Science.

[139]  D. Yoo New paradigms in hierarchical porous scaffold design for tissue engineering. , 2013, Materials science & engineering. C, Materials for biological applications.

[140]  Xiaohong Wang,et al.  Rapid prototyping as a tool for manufacturing bioartificial livers. , 2007, Trends in biotechnology.

[141]  S. Hollister Porous scaffold design for tissue engineering , 2005, Nature materials.

[142]  R. Landers,et al.  Rapid prototyping of scaffolds derived from thermoreversible hydrogels and tailored for applications in tissue engineering. , 2002, Biomaterials.

[143]  Elinore M Mercer,et al.  Microfluidic sorting of mammalian cells by optical force switching , 2005, Nature Biotechnology.

[144]  Lawrence M. Seiford,et al.  Recent developments in dea : the mathematical programming approach to frontier analysis , 1990 .

[145]  Robert F. Shepherd,et al.  Direct‐Write Assembly of 3D Hydrogel Scaffolds for Guided Cell Growth , 2009 .

[146]  E. Sachlos,et al.  Making tissue engineering scaffolds work. Review: the application of solid freeform fabrication technology to the production of tissue engineering scaffolds. , 2003, European cells & materials.

[147]  Harri Korhonen,et al.  Preparation of poly(ε-caprolactone)-based tissue engineering scaffolds by stereolithography. , 2011, Acta biomaterialia.

[148]  Hideaki Matsuoka,et al.  High throughput easy microinjection with a single-cell manipulation supporting robot. , 2005, Journal of biotechnology.