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The Effect of Tortuosity on Permeability of Porous Scaffold. Biomedicines 2023; 11:biomedicines11020427. [PMID: 36830961 PMCID: PMC9953537 DOI: 10.3390/biomedicines11020427] [Citation(s) in RCA: 55] [Impact Index Per Article: 55.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Revised: 01/25/2023] [Accepted: 01/26/2023] [Indexed: 02/05/2023] Open
Abstract
In designing porous scaffolds, permeability is essential to consider as a function of cell migration and bone tissue regeneration. Good permeability has been achieved by mimicking the complexity of natural cancellous bone. In this study, a porous scaffold was developed according to the morphological indices of cancellous bone (porosity, specific surface area, thickness, and tortuosity). The computational fluid dynamics method analyzes the fluid flow through the scaffold. The permeability values of natural cancellous bone and three types of scaffolds (cubic, octahedron pillar, and Schoen's gyroid) were compared. The results showed that the permeability of the Negative Schwarz Primitive (NSP) scaffold model was similar to that of natural cancellous bone, which was in the range of 2.0 × 10-11 m2 to 4.0 × 10-10 m2. In addition, it was observed that the tortuosity parameter significantly affected the scaffold's permeability and shear stress values. The tortuosity value of the NSP scaffold was in the range of 1.5-2.8. Therefore, tortuosity can be manipulated by changing the curvature of the surface scaffold radius to obtain a superior bone tissue engineering construction supporting cell migration and tissue regeneration. This parameter should be considered when making new scaffolds, such as our NSP. Such efforts will produce a scaffold architecturally and functionally close to the natural cancellous bone, as demonstrated in this study.
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2
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Capuana E, Campora S, Catanzaro G, Lopresti F, Conoscenti G, Ghersi G, La Carrubba V, Brucato V, Pavia FC. Computational modeling and experimental characterization of fluid dynamics in micro-CT scanned scaffolds within a multiple-sample airlift perfusion bioreactor. Biochem Eng J 2022. [DOI: 10.1016/j.bej.2022.108797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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3
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Forrestal DP, Allenby MC, Simpson B, Klein TJ, Woodruff MA. Personalized Volumetric Tissue Generation by Enhancing Multiscale Mass Transport through 3D Printed Scaffolds in Perfused Bioreactors. Adv Healthc Mater 2022; 11:e2200454. [PMID: 35765715 PMCID: PMC11468985 DOI: 10.1002/adhm.202200454] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 06/06/2022] [Indexed: 01/28/2023]
Abstract
Engineered tissues provide an alternative to graft material, circumventing the use of donor tissue such as autografts or allografts and non-physiological synthetic implants. However, their lack of vasculature limits the growth of volumetric tissue more than several millimeters thick which limits their success post-implantation. Perfused bioreactors enhance nutrient mass transport inside lab-grown tissue but remain poorly customizable to support the culture of personalized implants. Here, a multiscale framework of computational fluid dynamics (CFD), additive manufacturing, and a perfusion bioreactor system are presented to engineer personalized volumetric tissue in the laboratory. First, microscale 3D printed scaffold pore geometries are designed and 3D printed to characterize media perfusion through CFD and experimental fluid testing rigs. Then, perfusion bioreactors are custom-designed to combine 3D printed scaffolds with flow-focusing inserts in patient-specific shapes as simulated using macroscale CFD. Finally, these computationally optimized bioreactor-scaffold assemblies are additively manufactured and cultured with pre-osteoblast cells for 7, 20, and 24 days to achieve tissue growth in the shape of human calcaneus bones of 13 mL volume and 1 cm thickness. This framework enables an intelligent model-based design of 3D printed scaffolds and perfusion bioreactors which enhances nutrient transport for long-term volumetric tissue growth in personalized implant shapes. The novel methods described here are readily applicable for use with different cell types, biomaterials, and scaffold microstructures to research therapeutic solutions for a wide range of tissues.
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Affiliation(s)
- David P Forrestal
- Centre for Biomedical TechnologiesQueensland University of Technology60 Musk AvenueKelvin GroveQueensland4059Australia
- Herston Biofabrication InstituteMetro North Hospital and Health Service7 Butterfield StHerstonQueensland4029Australia
- School of Mechanical and Mining EngineeringThe University of QueenslandStaff House RdSt LuciaQueensland4072Australia
| | - Mark C Allenby
- Centre for Biomedical TechnologiesQueensland University of Technology60 Musk AvenueKelvin GroveQueensland4059Australia
- School of Chemical EngineeringUniversity of QueenslandStaff House RdSt LuciaQueensland4072Australia
| | - Benjamin Simpson
- School of Science and TechnologyNottingham Trent UniversityClifton Campus RdNottinghamNG11 8NFUK
| | - Travis J Klein
- Centre for Biomedical TechnologiesQueensland University of Technology60 Musk AvenueKelvin GroveQueensland4059Australia
| | - Maria A Woodruff
- Centre for Biomedical TechnologiesQueensland University of Technology60 Musk AvenueKelvin GroveQueensland4059Australia
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Han S, Currier T, Edraki M, Liu B, Lynch ME, Modarres-Sadeghi Y. Flow inside a bone scaffold: Visualization using 3D phase contrast MRI and comparison with numerical simulations. J Biomech 2021; 126:110625. [PMID: 34293601 DOI: 10.1016/j.jbiomech.2021.110625] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2020] [Revised: 06/30/2021] [Accepted: 07/05/2021] [Indexed: 10/20/2022]
Abstract
We report on results of experimental flow measurements inside a bone scaffold model, subjected to a uniform incoming flow (applied perfusion). Understanding the flow behavior inside a tissue engineered scaffold is essential for mechanistic studies of mechanobiology, particularly flow-sensitive bone cells. Nearly all existing studies that quantify interstitial flow inside engineered bone scaffolds have been based on numerical results, in part due to the difficulties associated with quantitative measurements and visualization of flow inside large, opaque bone or bone mimics. Thus, an experimental platform to complement and validate in silico studies is needed. Therefore, we developed a flow visualization method using Phase-Contrast Magnetic Resonance Imaging (PC-MRI) to measure flow velocities within a 3D-printed microCT-based rendering of a bone scaffold. We designed and built a non-magnetic recirculating water tunnel to apply uniform perfusion to the 3D-printed model and we measured flow distribution within the scaffold and compared these experimental results with CFD results. Both magnitude and distribution of flow velocities observed at different slices of the scaffold were in quantitative agreement numerically and experimentally. This experimental approach can be used to both validate numerical studies and provide insight into the flow behavior inside tissue-engineered scaffolds for a range of applications, including fundamental mechanobiology of healthy cells, and in the context of diseases, such as cancer.
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Affiliation(s)
- Suyue Han
- Department of Mechanical and Industrial Engineering, University of Massachusetts, Amherst, MA, USA
| | - Todd Currier
- Department of Mechanical and Industrial Engineering, University of Massachusetts, Amherst, MA, USA
| | - Mahdiar Edraki
- Department of Mechanical and Industrial Engineering, University of Massachusetts, Amherst, MA, USA
| | - Boyuan Liu
- Department of Mechanical and Industrial Engineering, University of Massachusetts, Amherst, MA, USA
| | - Maureen E Lynch
- Department of Mechanical Engineering, University of Boulder, CO, USA
| | - Yahya Modarres-Sadeghi
- Department of Mechanical and Industrial Engineering, University of Massachusetts, Amherst, MA, USA.
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5
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Digital Twins for Tissue Culture Techniques—Concepts, Expectations, and State of the Art. Processes (Basel) 2021. [DOI: 10.3390/pr9030447] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Techniques to provide in vitro tissue culture have undergone significant changes during the last decades, and current applications involve interactions of cells and organoids, three-dimensional cell co-cultures, and organ/body-on-chip tools. Efficient computer-aided and mathematical model-based methods are required for efficient and knowledge-driven characterization, optimization, and routine manufacturing of tissue culture systems. As an alternative to purely experimental-driven research, the usage of comprehensive mathematical models as a virtual in silico representation of the tissue culture, namely a digital twin, can be advantageous. Digital twins include the mechanistic of the biological system in the form of diverse mathematical models, which describe the interaction between tissue culture techniques and cell growth, metabolism, and the quality of the tissue. In this review, current concepts, expectations, and the state of the art of digital twins for tissue culture concepts will be highlighted. In general, DT’s can be applied along the full process chain and along the product life cycle. Due to the complexity, the focus of this review will be especially on the design, characterization, and operation of the tissue culture techniques.
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Liu B, Han S, Modarres-Sadeghi Y, Lynch ME. Multiphysics simulation of a compression-perfusion combined bioreactor to predict the mechanical microenvironment during bone metastatic breast cancer loading experiments. Biotechnol Bioeng 2021; 118:1779-1792. [PMID: 33491767 DOI: 10.1002/bit.27692] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 01/15/2021] [Accepted: 01/22/2021] [Indexed: 01/12/2023]
Abstract
Incurable breast cancer bone metastasis causes widespread bone loss, resulting in fragility, pain, increased fracture risk, and ultimately increased patient mortality. Increased mechanical signals in the skeleton are anabolic and protect against bone loss, and they may also do so during osteolytic bone metastasis. Skeletal mechanical signals include interdependent tissue deformations and interstitial fluid flow, but how metastatic tumor cells respond to each of these individual signals remains underinvestigated, a barrier to translation to the clinic. To delineate their respective roles, we report computed estimates of the internal mechanical field of a bone mimetic scaffold undergoing combinations of high and low compression and perfusion using multiphysics simulations. Simulations were conducted in advance of multimodal loading bioreactor experiments with bone metastatic breast cancer cells to ensure that mechanical stimuli occurring internally were physiological and anabolic. Our results show that mechanical stimuli throughout the scaffold were within the anabolic range of bone cells in all loading configurations, were homogenously distributed throughout, and that combined high magnitude compression and perfusion synergized to produce the largest wall shear stresses within the scaffold. These simulations, when combined with experiments, will shed light on how increased mechanical loading in the skeleton may confer anti-tumorigenic effects during metastasis.
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Affiliation(s)
- Boyuan Liu
- Department of Mechanical and Industrial Engineering, University of Massachusetts, Amherst, Massachusetts, USA
| | - Suyue Han
- Department of Mechanical and Industrial Engineering, University of Massachusetts, Amherst, Massachusetts, USA
| | - Yahya Modarres-Sadeghi
- Department of Mechanical and Industrial Engineering, University of Massachusetts, Amherst, Massachusetts, USA
| | - Maureen E Lynch
- Department of Mechanical and Industrial Engineering, University of Massachusetts, Amherst, Massachusetts, USA.,Department of Mechanical Engineering, University of Colorado, Boulder, Colorado, USA
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Mahammod BP, Barua E, Deb P, Deoghare AB, Pandey KM. Investigation of Physico-mechanical Behavior, Permeability and Wall Shear Stress of Porous HA/PMMA Composite Bone Scaffold. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING 2020. [DOI: 10.1007/s13369-020-04467-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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8
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A 3D computational model of perfusion seeding for investigating cell transport and adhesion within a porous scaffold. Biomech Model Mechanobiol 2020; 19:1461-1475. [PMID: 31900653 DOI: 10.1007/s10237-019-01281-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Accepted: 12/17/2019] [Indexed: 10/25/2022]
Abstract
The process of cell seeding within a porous scaffold is an essential first step in the development of tissue-engineered bone grafts. Understanding the underlying mechanisms of cell distribution and adhesion is fundamental for the design and optimization of the seeding process. To that end, we present a numerical model to investigate the perfusion cell seeding process that incorporates cell mechanics, cell-fluid interaction, and cell-scaffold adhesion. The individual cells are modeled as deformable spherical capsules capable of adhering to the scaffold surface as well as to other cells with probabilistic bond formation and rupture. The mechanical deformation of the cell is calibrated with the stretching of mice mesenchymal stem cells induced by optical tweezers, while the predicted adhesive forces are consistent with the experimental data reported in the literature. A sub-domain is numerically reconstructed as the region of interest (ROI) which is representative of an actual scaffold. Through the simulations, the perfusion seeding kinetics within the ROI involving detailed transport and adhesion of cells over time is analyzed. The effects of the perfusion pressure and initial cell concentration on the seeding kinetics are studied in terms of adhesion rates, cell cluster formation, seeding uniformity, and efficiency, as well as scaffold permeability. The results highlight the importance of cell-fluid interaction and adhesion dynamics in modeling the dynamic seeding process. This bottom-up model provides a way to bridge detailed behaviors of individual cells to the seeding outcomes at the macroscopic scale, allowing for finding the best configuration to enhance cell seeding.
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9
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A conceptual air-lift reactor design for large scale animal cell cultivation in the context of in vitro meat production. Chem Eng Sci 2020. [DOI: 10.1016/j.ces.2019.115269] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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10
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Kaul H. Respiratory healthcare by design: Computational approaches bringing respiratory precision and personalised medicine closer to bedside. Morphologie 2019; 103:194-202. [PMID: 31711740 DOI: 10.1016/j.morpho.2019.10.042] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Accepted: 10/11/2019] [Indexed: 11/26/2022]
Abstract
Precision medicine represents a potentially powerful means to alleviate the growing burden of chronic respiratory diseases. To realise its potential, however, we need a systems level understanding of how biological events (signalling pathways, cell-cell interactions, tissue mechanics) integrate across multiple spatial and temporal scales to give rise to pathology. This can be achieved most practically in silico: a paradigm that offers tight control over model parameters and rapid means of testing and generating mechanistic hypotheses. Patient-specific computational models that can enable identification of pathological mechanisms unique to patients' (omics, physiological, and anatomical) profiles and, therefore, personalised drug targets represent a major milestone in precision medicine. Current patient-based models in literature, especially medical devices, cardiac modelling, and respiratory medicine, rely mostly on (partial/ordinary) differential equations and have reached relatively advanced level of maturity. In respiratory medicine, patient-specific simulations mainly include subject scan-based lung mechanics models that can predict pulmonary function, but they treat the (sub)cellular processes as "black-boxes". A recent advance in simulating human airways at a cellular level to make clinical predictions raises the possibility of linking omics and cell level data/models with lung mechanics to understand respiratory pathology at a systems level. This is significant as this approach can be extended to understanding pathologies in other organs as well. Here, I will discuss ways in which computational models have already made contributions to personalised healthcare and how the paradigm can expedite clinical uptake of precision medicine strategies. I will mainly focus on an agent-based, asthmatic virtual patient that predicted the impact of multiple drug pharmacodynamics at the patient level, its potential to develop efficacious precision medicine strategies in respiratory medicine, and the regulatory and ethical challenges accompanying the mainstream application of such models.
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Affiliation(s)
- H Kaul
- School of Biomedical Engineering, University of British Columbia, Vancouver, Canada.
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11
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Kadri OE, Williams C, Sikavitsas V, Voronov RS. Numerical accuracy comparison of two boundary conditions commonly used to approximate shear stress distributions in tissue engineering scaffolds cultured under flow perfusion. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING 2018; 34:e3132. [PMID: 30047248 DOI: 10.1002/cnm.3132] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Revised: 07/04/2018] [Accepted: 07/15/2018] [Indexed: 06/08/2023]
Abstract
INTRODUCTION Flow-induced shear stresses have been found to be a stimulatory factor in pre-osteoblastic cells seeded in 3D porous scaffolds and cultured under continuous flow perfusion. However, due to the complex internal structure of the scaffolds, whole scaffold calculations of the local shear forces are computationally intensive. Instead, representative volume elements (RVEs), which are obtained by extracting smaller portions of the scaffold, are commonly used in literature without a numerical accuracy standard. OBJECTIVE Hence, the goal of this study is to examine how closely the whole scaffold simulations are approximated by the two types of boundary conditions used to enable the RVEs: "wall boundary condition" (WBC) and "periodic boundary condition" (PBC). METHOD To that end, lattice Boltzmann method fluid dynamics simulations were used to model the surface shear stresses in 3D scaffold reconstructions, obtained from high-resolution microcomputed tomography images. RESULTS It was found that despite the RVEs being sufficiently larger than 6 times the scaffold pore size (which is the only accuracy guideline found in literature), the stresses were still significantly under-predicted by both types of boundary conditions: between 20% and 80% average error, depending on the scaffold's porosity. Moreover, it was found that the error grew with higher porosity. This is likely due to the small pores dominating the flow field, and thereby negating the effects of the unrealistic boundary conditions, when the scaffold porosity is small. Finally, it was found that the PBC was always more accurate and computationally efficient than the WBC. Therefore, it is the recommended type of RVE.
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Affiliation(s)
- Olufemi E Kadri
- Otto H. York Department of Chemical and Materials Engineering, New Jersey Institute of Technology, Newark, NJ, 07102, USA
| | - Cortes Williams
- Stephenson School of Biomedical Engineering, The University of Oklahoma Norman, OK, 73019, USA
| | - Vassilios Sikavitsas
- Stephenson School of Biomedical Engineering, The University of Oklahoma Norman, OK, 73019, USA
| | - Roman S Voronov
- Otto H. York Department of Chemical and Materials Engineering, New Jersey Institute of Technology, Newark, NJ, 07102, USA
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12
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Laurent C, Liu X, De Isla N, Wang X, Rahouadj R. Defining a scaffold for ligament tissue engineering: What has been done, and what still needs to be done. ACTA ACUST UNITED AC 2018. [DOI: 10.1016/j.jocit.2018.09.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
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13
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Zhang X, Tiainen H, Haugen HJ. Comparison of titanium dioxide scaffold with commercial bone graft materials through micro-finite element modelling in flow perfusion. Med Biol Eng Comput 2018; 57:311-324. [DOI: 10.1007/s11517-018-1884-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Accepted: 08/05/2018] [Indexed: 01/21/2023]
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14
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Time-Dependent Shear Stress Distributions during Extended Flow Perfusion Culture of Bone Tissue Engineered Constructs. FLUIDS 2018. [DOI: 10.3390/fluids3020025] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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15
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Blanquer SBG, Werner M, Hannula M, Sharifi S, Lajoinie GPR, Eglin D, Hyttinen J, Poot AA, Grijpma DW. Surface curvature in triply-periodic minimal surface architectures as a distinct design parameter in preparing advanced tissue engineering scaffolds. Biofabrication 2017; 9:025001. [DOI: 10.1088/1758-5090/aa6553] [Citation(s) in RCA: 83] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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16
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Trachtenberg JE, Santoro M, Williams C, Piard CM, Smith BT, Placone JK, Menegaz BA, Molina ER, Lamhamedi-Cherradi SE, Ludwig JA, Sikavitsas VI, Fisher JP, Mikos AG. Effects of Shear Stress Gradients on Ewing Sarcoma Cells Using 3D Printed Scaffolds and Flow Perfusion. ACS Biomater Sci Eng 2017; 4:347-356. [DOI: 10.1021/acsbiomaterials.6b00641] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Jordan E. Trachtenberg
- Department
of Bioengineering, Bioscience Research Collaborative − MS 142, Rice University, 6500 Main Street, Houston, Texas 77030, United States
| | - Marco Santoro
- Fischell
Department of Bioengineering, Jeong Kim Engineering Building, University of Maryland, 8228 Paint Branch Drive, College Park, Maryland 20742, United States
| | - Cortes Williams
- Stephenson
School of Biomedical Engineering, University of Oklahoma, 202 West Boyd Street, Norman, Oklahoma 73019, United States
| | - Charlotte M. Piard
- Fischell
Department of Bioengineering, Jeong Kim Engineering Building, University of Maryland, 8228 Paint Branch Drive, College Park, Maryland 20742, United States
| | - Brandon T. Smith
- Department
of Bioengineering, Bioscience Research Collaborative − MS 142, Rice University, 6500 Main Street, Houston, Texas 77030, United States
| | - Jesse K. Placone
- Department
of Bioengineering, University of California, San Diego, 9500 Gilman
Drive #0412, La Jolla, California 92093, United States
| | - Brian A. Menegaz
- Department
of Sarcoma Medical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, Texas 77030, United States
| | - Eric R. Molina
- Department
of Bioengineering, Bioscience Research Collaborative − MS 142, Rice University, 6500 Main Street, Houston, Texas 77030, United States
| | - Salah-Eddine Lamhamedi-Cherradi
- Department
of Sarcoma Medical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, Texas 77030, United States
| | - Joseph A. Ludwig
- Department
of Sarcoma Medical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, Texas 77030, United States
| | - Vassilios I. Sikavitsas
- Stephenson
School of Biomedical Engineering, University of Oklahoma, 202 West Boyd Street, Norman, Oklahoma 73019, United States
| | - John P. Fisher
- Fischell
Department of Bioengineering, Jeong Kim Engineering Building, University of Maryland, 8228 Paint Branch Drive, College Park, Maryland 20742, United States
| | - Antonios G. Mikos
- Department
of Bioengineering, Bioscience Research Collaborative − MS 142, Rice University, 6500 Main Street, Houston, Texas 77030, United States
- Department
of Chemical and Biomolecular Engineering, Rice University, 6100
Main Street, Houston, Texas 77005, United States
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Forrestal DP, Klein TJ, Woodruff MA. Challenges in engineering large customized bone constructs. Biotechnol Bioeng 2017; 114:1129-1139. [PMID: 27858993 DOI: 10.1002/bit.26222] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2016] [Revised: 09/18/2016] [Accepted: 10/17/2016] [Indexed: 01/22/2023]
Abstract
The ability to treat large tissue defects with customized, patient-specific scaffolds is one of the most exciting applications in the tissue engineering field. While an increasing number of modestly sized tissue engineering solutions are making the transition to clinical use, successfully scaling up to large scaffolds with customized geometry is proving to be a considerable challenge. Managing often conflicting requirements of cell placement, structural integrity, and a hydrodynamic environment supportive of cell culture throughout the entire thickness of the scaffold has driven the continued development of many techniques used in the production, culturing, and characterization of these scaffolds. This review explores a range of technologies and methods relevant to the design and manufacture of large, anatomically accurate tissue-engineered scaffolds with a focus on the interaction of manufactured scaffolds with the dynamic tissue culture fluid environment. Biotechnol. Bioeng. 2017;114: 1129-1139. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- David P Forrestal
- Institute of Health and Biomedical Innovation, Queensland University of Technology (QUT), 60 Musk Ave, Kelvin Grove, Brisbane, QLD 4059, Australia
| | - Travis J Klein
- Institute of Health and Biomedical Innovation, Queensland University of Technology (QUT), 60 Musk Ave, Kelvin Grove, Brisbane, QLD 4059, Australia
| | - Maria A Woodruff
- Institute of Health and Biomedical Innovation, Queensland University of Technology (QUT), 60 Musk Ave, Kelvin Grove, Brisbane, QLD 4059, Australia
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18
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Guyot Y, Smeets B, Odenthal T, Subramani R, Luyten FP, Ramon H, Papantoniou I, Geris L. Immersed Boundary Models for Quantifying Flow-Induced Mechanical Stimuli on Stem Cells Seeded on 3D Scaffolds in Perfusion Bioreactors. PLoS Comput Biol 2016; 12:e1005108. [PMID: 27658116 PMCID: PMC5033382 DOI: 10.1371/journal.pcbi.1005108] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2015] [Accepted: 08/16/2016] [Indexed: 12/13/2022] Open
Abstract
Perfusion bioreactors regulate flow conditions in order to provide cells with oxygen, nutrients and flow-associated mechanical stimuli. Locally, these flow conditions can vary depending on the scaffold geometry, cellular confluency and amount of extra cellular matrix deposition. In this study, a novel application of the immersed boundary method was introduced in order to represent a detailed deformable cell attached to a 3D scaffold inside a perfusion bioreactor and exposed to microscopic flow. The immersed boundary model permits the prediction of mechanical effects of the local flow conditions on the cell. Incorporating stiffness values measured with atomic force microscopy and micro-flow boundary conditions obtained from computational fluid dynamics simulations on the entire scaffold, we compared cell deformation, cortical tension, normal and shear pressure between different cell shapes and locations. We observed a large effect of the precise cell location on the local shear stress and we predicted flow-induced cortical tensions in the order of 5 pN/μm, at the lower end of the range reported in literature. The proposed method provides an interesting tool to study perfusion bioreactors processes down to the level of the individual cell's micro-environment, which can further aid in the achievement of robust bioprocess control for regenerative medicine applications.
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Affiliation(s)
- Yann Guyot
- Prometheus, Division of Skeletal Tissue Engineering, KU Leuven, Leuven, Belgium
- Biomechanics Research Unit, Université de Liège, Liège, Belgium
| | - Bart Smeets
- Prometheus, Division of Skeletal Tissue Engineering, KU Leuven, Leuven, Belgium
- Division of Mechatronics, Biostatistics and Sensors (MeBioS), Leuven, Belgium
- Biomechanics Section, KU Leuven, Leuven, Belgium
| | - Tim Odenthal
- Division of Mechatronics, Biostatistics and Sensors (MeBioS), Leuven, Belgium
| | - Ramesh Subramani
- Division of Mechatronics, Biostatistics and Sensors (MeBioS), Leuven, Belgium
| | - Frank P. Luyten
- Prometheus, Division of Skeletal Tissue Engineering, KU Leuven, Leuven, Belgium
- Skeletal Biology and Engineering Research Center, KU Leuven, Leuven, Belgium
| | - Herman Ramon
- Division of Mechatronics, Biostatistics and Sensors (MeBioS), Leuven, Belgium
| | - Ioannis Papantoniou
- Prometheus, Division of Skeletal Tissue Engineering, KU Leuven, Leuven, Belgium
- Skeletal Biology and Engineering Research Center, KU Leuven, Leuven, Belgium
| | - Liesbet Geris
- Prometheus, Division of Skeletal Tissue Engineering, KU Leuven, Leuven, Belgium
- Biomechanics Research Unit, Université de Liège, Liège, Belgium
- Biomechanics Section, KU Leuven, Leuven, Belgium
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19
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Coupling curvature-dependent and shear stress-stimulated neotissue growth in dynamic bioreactor cultures: a 3D computational model of a complete scaffold. Biomech Model Mechanobiol 2016; 15:169-80. [DOI: 10.1007/s10237-015-0753-2] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2015] [Accepted: 12/13/2015] [Indexed: 10/22/2022]
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20
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A computational analysis of the impact of mass transport and shear on three-dimensional stem cell cultures in perfused micro-bioreactors. Chin J Chem Eng 2016. [DOI: 10.1016/j.cjche.2015.11.017] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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21
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Sart S, Agathos SN, Li Y, Ma T. Regulation of mesenchymal stem cell 3D microenvironment: From macro to microfluidic bioreactors. Biotechnol J 2015; 11:43-57. [PMID: 26696441 DOI: 10.1002/biot.201500191] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2015] [Revised: 11/02/2015] [Accepted: 11/30/2015] [Indexed: 12/12/2022]
Abstract
Human mesenchymal stem cells (hMSCs) have emerged as an important cell type in cell therapy and tissue engineering. In these applications, maintaining the therapeutic properties of hMSCs requires tight control of the culture environments and the structural cell organizations. Bioreactor systems are essential tools to achieve these goals in the clinical-scale expansion and tissue engineering applications. This review summarizes how different bioreactors provide cues to regulate the structure and the chemico-mechanical microenvironment of hMSCs with a focus on 3D organization. In addition to conventional bioreactors, recent advances in microfluidic bioreactors as a novel approach to better control the hMSC microenvironment are also discussed. These advancements highlight the key role of bioreactor systems in preserving hMSC's functional properties by providing dynamic and temporal regulation of in vitro cellular microenvironment.
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Affiliation(s)
- Sébastien Sart
- Hydrodynamics Laboratory, CNRS UMR7646, Ecole Polytechnique, Palaiseau, France
| | - Spiros N Agathos
- Laboratory of Bioengineering, Catholic University of Louvain, Louvain-la-Neuve, Belgium
| | - Yan Li
- Department of Chemical and Biomedical Engineering, FAMU-FSU College of Engineering, Florida State University, Tallahassee, Florida, USA
| | - Teng Ma
- Department of Chemical and Biomedical Engineering, FAMU-FSU College of Engineering, Florida State University, Tallahassee, Florida, USA.
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22
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Guyot Y, Luyten F, Schrooten J, Papantoniou I, Geris L. A three-dimensional computational fluid dynamics model of shear stress distribution during neotissue growth in a perfusion bioreactor. Biotechnol Bioeng 2015; 112:2591-600. [DOI: 10.1002/bit.25672] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2014] [Revised: 06/04/2015] [Accepted: 06/05/2015] [Indexed: 01/08/2023]
Affiliation(s)
- Y. Guyot
- Prometheus, Division of Skeletal Tissue Engineering; KU Leuven; Leuven Belgium
- Biomechanics Research Unit; Universite de Liège, Chemin des Chevreuils; Liège Belgium
| | - F.P. Luyten
- Prometheus, Division of Skeletal Tissue Engineering; KU Leuven; Leuven Belgium
- Skeletal Biology and Engineering Research Center; KU Leuven, Onderwijs en Navorsing; Leuven Belgium
| | - J. Schrooten
- Prometheus, Division of Skeletal Tissue Engineering; KU Leuven; Leuven Belgium
- Department of Materials Engineering; KU Leuven; Leuven Belgium
| | - I. Papantoniou
- Prometheus, Division of Skeletal Tissue Engineering; KU Leuven; Leuven Belgium
- Skeletal Biology and Engineering Research Center; KU Leuven, Onderwijs en Navorsing; Leuven Belgium
| | - L. Geris
- Prometheus, Division of Skeletal Tissue Engineering; KU Leuven; Leuven Belgium
- Biomechanics Research Unit; Universite de Liège, Chemin des Chevreuils; Liège Belgium
- Biomechanics Section; KU Leuven; Leuven Belgium
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23
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ZHANG XIANBIN, GONG HE. SIMULATION ON TISSUE DIFFERENTIATIONS FOR DIFFERENT ARCHITECTURE DESIGNS IN BONE TISSUE ENGINEERING SCAFFOLD BASED ON CELLULAR STRUCTURE MODEL. J MECH MED BIOL 2015. [DOI: 10.1142/s0219519415500281] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
In bone tissue engineering, mechanical stimuli are among the key factors affecting cell proliferation and differentiation. This study aimed to investigate the effects of different inlet fluid velocities and axial strains on the differentiation of bone marrow mesenchymal stem cells (BMSCs) on the surface of scaffolds with different morphologies. Five three-dimensional bone scaffold architectures with 65% porosity were designed using typical cellular structural models of trabecular bone. Apparent compressive strains between 0% and 5% were applied to simulate an unconfined compression test. Strain distributions were analyzed on the wall surface of the solid model. The interstitial fluid flow at inlet velocities ranging between 0.01 mm/s and 1 mm/s was applied to interconnected pores, simulating a steady state flow in the scaffold. The shear stress distributions on the surface of the scaffolds were calculated. The differentiation of BMSCs on the surface of the scaffolds with different morphologies was predicted according to mechanoregulation theory. This study shows that different levels of mechanical stimuli can be generated as a result of different scaffold morphologies under compressive loading and fluid flow to satisfy the mechanical requirements for different bone defect sites.
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Affiliation(s)
- XIANBIN ZHANG
- Department of Engineering Mechanics, Jilin University, Changchun 130025, P. R. China
| | - HE GONG
- Department of Engineering Mechanics, Jilin University, Changchun 130025, P. R. China
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24
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Zhang Z, Yuan L, Lee PD, Jones E, Jones JR. Modeling of time dependent localized flow shear stress and its impact on cellular growth within additive manufactured titanium implants. J Biomed Mater Res B Appl Biomater 2014; 102:1689-99. [PMID: 24664988 PMCID: PMC4288932 DOI: 10.1002/jbm.b.33146] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2013] [Revised: 01/10/2014] [Accepted: 03/06/2014] [Indexed: 01/05/2023]
Abstract
Bone augmentation implants are porous to allow cellular growth, bone formation and fixation. However, the design of the pores is currently based on simple empirical rules, such as minimum pore and interconnects sizes. We present a three-dimensional (3D) transient model of cellular growth based on the Navier-Stokes equations that simulates the body fluid flow and stimulation of bone precursor cellular growth, attachment, and proliferation as a function of local flow shear stress. The model's effectiveness is demonstrated for two additive manufactured (AM) titanium scaffold architectures. The results demonstrate that there is a complex interaction of flow rate and strut architecture, resulting in partially randomized structures having a preferential impact on stimulating cell migration in 3D porous structures for higher flow rates. This novel result demonstrates the potential new insights that can be gained via the modeling tool developed, and how the model can be used to perform what-if simulations to design AM structures to specific functional requirements.
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Affiliation(s)
- Ziyu Zhang
- Department of Materials, Imperial College London, London, SW7 2AZ, UK
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25
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Lambrechts T, Papantoniou I, Sonnaert M, Schrooten J, Aerts JM. Model-based cell number quantification using online single-oxygen sensor data for tissue engineering perfusion bioreactors. Biotechnol Bioeng 2014; 111:1982-92. [PMID: 24771348 DOI: 10.1002/bit.25274] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2014] [Revised: 04/09/2014] [Accepted: 04/15/2014] [Indexed: 01/31/2023]
Abstract
Online and non-invasive quantification of critical tissue engineering (TE) construct quality attributes in TE bioreactors is indispensable for the cost-effective up-scaling and automation of cellular construct manufacturing. However, appropriate monitoring techniques for cellular constructs in bioreactors are still lacking. This study presents a generic and robust approach to determine cell number and metabolic activity of cell-based TE constructs in perfusion bioreactors based on single oxygen sensor data in dynamic perfusion conditions. A data-based mechanistic modeling technique was used that is able to correlate the number of cells within the scaffold (R(2) = 0.80) and the metabolic activity of the cells (R(2) = 0.82) to the dynamics of the oxygen response to step changes in the perfusion rate. This generic non-destructive measurement technique is effective for a large range of cells, from as low as 1.0 × 10(5) cells to potentially multiple millions of cells, and can open-up new possibilities for effective bioprocess monitoring.
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Affiliation(s)
- T Lambrechts
- Division M3-BIORES: Measure, Model & Manage Bioresponses, KU Leuven, Heverlee, Belgium; Prometheus, Division of Skeletal Tissue Engineering, KU Leuven, Leuven, Belgium
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26
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Papantoniou I, Guyot Y, Sonnaert M, Kerckhofs G, Luyten FP, Geris L, Schrooten J. Spatial optimization in perfusion bioreactors improves bone tissue-engineered construct quality attributes. Biotechnol Bioeng 2014; 111:2560-70. [PMID: 24902541 DOI: 10.1002/bit.25303] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2014] [Revised: 04/22/2014] [Accepted: 05/27/2014] [Indexed: 12/21/2022]
Abstract
Perfusion bioreactors have shown great promise for tissue engineering applications providing a homogeneous and consistent distribution of nutrients and flow-induced shear stresses throughout tissue-engineered constructs. However, non-uniform fluid-flow profiles found in the perfusion chamber entrance region have been shown to affect tissue-engineered construct quality characteristics during culture. In this study a whole perfusion and construct, three dimensional (3D) computational fluid dynamics approach was used in order to optimize a critical design parameter such as the location of the regular pore scaffolds within the perfusion bioreactor chamber. Computational studies were coupled to bioreactor experiments for a case-study flow rate. Two cases were compared in the first instance seeded scaffolds were positioned immediately after the perfusion chamber inlet while a second group was positioned at the computationally determined optimum distance were a steady state flow profile had been reached. Experimental data showed that scaffold location affected significantly cell content and neo-tissue distribution, as determined and quantified by contrast enhanced nanoCT, within the constructs both at 14 and 21 days of culture. However, gene expression level of osteopontin and osteocalcin was not affected by the scaffold location. This study demonstrates that the bioreactor chamber environment, incorporating a scaffold and its location within it, affects the flow patterns within the pores throughout the scaffold requiring therefore dedicated optimization that can lead to bone tissue engineered constructs with improved quality attributes.
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Affiliation(s)
- Ioannis Papantoniou
- Prometheus, Division of Skeletal Tissue Engineering, KU Leuven, Onderwijs en Navorsing 1 (+8), Herestraat 49-PB813, B-3000, Leuven, Belgium; Skeletal Biology and Engineering Research Center, KU Leuven, Leuven, Belgium
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27
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Mekala NK, Baadhe RR, Potumarthi R. Mass transfer aspects of 3D cell cultures in tissue engineering. ASIA-PAC J CHEM ENG 2014. [DOI: 10.1002/apj.1800] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Naveen Kumar Mekala
- Department of Biotechnology; National Institute of Technology; Warangal 506004 India
| | - Rama Raju Baadhe
- Department of Biotechnology; National Institute of Technology; Warangal 506004 India
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28
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Zermatten E, Vetsch JR, Ruffoni D, Hofmann S, Müller R, Steinfeld A. Micro-computed tomography based computational fluid dynamics for the determination of shear stresses in scaffolds within a perfusion bioreactor. Ann Biomed Eng 2014; 42:1085-94. [PMID: 24492950 DOI: 10.1007/s10439-014-0981-0] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2013] [Accepted: 01/20/2014] [Indexed: 01/11/2023]
Abstract
Perfusion bioreactors are known to exert shear stresses on cultured cells, leading to cell differentiation and enhanced extracellular matrix deposition on scaffolds. The influence of the scaffold's porous microstructure is investigated for a polycaprolactone (PCL) scaffold with a regular microarchitecture and a silk fibroin (SF) scaffold with an irregular network of interconnected pores. Their complex 3D geometries are imaged by micro-computed tomography and used in direct pore-level simulations of the entire scaffold-bioreactor system to numerically solve the governing mass and momentum conservation equations for fluid flow through porous media. The velocity field and wall shear stress distribution are determined for both scaffolds. The PCL scaffold exhibited an asymmetric distribution with peak and plateau, while the SF scaffold exhibited a homogenous distribution and conditioned the flow more efficiently than the PCL scaffold. The methodology guides the design and optimization of the scaffold geometry.
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29
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Vetsch JR, Müller R, Hofmann S. The evolution of simulation techniques for dynamic bone tissue engineering in bioreactors. J Tissue Eng Regen Med 2013; 9:903-17. [DOI: 10.1002/term.1733] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2012] [Revised: 12/20/2012] [Accepted: 01/29/2013] [Indexed: 02/06/2023]
Affiliation(s)
- Jolanda Rita Vetsch
- Institute for Biomechanics; Swiss Federal Institute of Technology Zürich (ETHZ); Switzerland
| | - Ralph Müller
- Institute for Biomechanics; Swiss Federal Institute of Technology Zürich (ETHZ); Switzerland
| | - Sandra Hofmann
- Institute for Biomechanics; Swiss Federal Institute of Technology Zürich (ETHZ); Switzerland
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30
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Computer-Aided Tissue Engineering: Application to the Case of Anterior Cruciate Ligament Repair. LECTURE NOTES IN COMPUTATIONAL VISION AND BIOMECHANICS 2013. [DOI: 10.1007/978-94-007-5890-2_1] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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31
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Spencer T, Hidalgo-Bastida L, Cartmell S, Halliday I, Care C. In silico multi-scale model of transport and dynamic seeding in a bone tissue engineering perfusion bioreactor. Biotechnol Bioeng 2012; 110:1221-30. [DOI: 10.1002/bit.24777] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2012] [Revised: 10/19/2012] [Accepted: 10/22/2012] [Indexed: 01/25/2023]
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32
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Application of computational fluid dynamics in tissue engineering. J Biosci Bioeng 2012; 114:123-32. [DOI: 10.1016/j.jbiosc.2012.03.010] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2012] [Revised: 03/07/2012] [Accepted: 03/21/2012] [Indexed: 01/14/2023]
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33
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Maes F, Claessens T, Moesen M, Van Oosterwyck H, Van Ransbeeck P, Verdonck P. Computational models for wall shear stress estimation in scaffolds: A comparative study of two complete geometries. J Biomech 2012; 45:1586-92. [DOI: 10.1016/j.jbiomech.2012.04.015] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2011] [Revised: 03/19/2012] [Accepted: 04/09/2012] [Indexed: 12/24/2022]
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34
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Truscello S, Kerckhofs G, Van Bael S, Pyka G, Schrooten J, Van Oosterwyck H. Prediction of permeability of regular scaffolds for skeletal tissue engineering: a combined computational and experimental study. Acta Biomater 2012; 8:1648-58. [PMID: 22210520 DOI: 10.1016/j.actbio.2011.12.021] [Citation(s) in RCA: 102] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2011] [Revised: 12/06/2011] [Accepted: 12/12/2011] [Indexed: 12/22/2022]
Abstract
Scaffold permeability is a key parameter combining geometrical features such as pore shape, size and interconnectivity, porosity and specific surface area. It can influence the success of bone tissue engineering scaffolds, by affecting oxygen and nutrient transport, cell seeding efficiency, in vitro three-dimensional (3D) cell culture and, ultimately, the amount of bone formation. An accurate and efficient prediction of scaffold permeability would be highly useful as part of a scaffold design process. The aim of this study was (i) to determine the accuracy of computational fluid dynamics (CFD) models for prediction of the permeability coefficient of three different regular Ti6Al4V scaffolds (each having a different porosity) by comparison with experimentally measured values and (ii) to verify the validity of the semi-empirical Kozeny equation to calculate the permeability analytically. To do so, five CFD geometrical models per scaffold porosity were built, based on different geometrical inputs: either based on the scaffold's computer-aided design (CAD) or derived from 3D microfocus X-ray computed tomography (micro-CT) data of the additive manufactured (AM) scaffolds. For the latter the influence of the spatial image resolution and the image analysis algorithm used to determine the scaffold's architectural features on the predicted permeability was analysed. CFD models based on high-resolution micro-CT images could predict the permeability coefficients of the studied scaffolds: depending on scaffold porosity and image analysis algorithm, relative differences between measured and predicted permeability values were between 2% and 27%. Finally, the analytical Kozeny equation was found to be valid. A linear correlation between the ratio Φ(3)/S(s)(2) and the permeability coefficient k was found for the predicted (by means of CFD) as well as measured values (relative difference of 16.4% between respective Kozeny coefficients), thus resulting in accurate and efficient calculation of the permeability of regular AM scaffolds.
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Affiliation(s)
- S Truscello
- Division of Biomechanics and Engineering Design, Katholieke Universiteit Leuven, Celestijnenlaan 300c PB 2419, 3001 Leuven, Belgium
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35
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A mathematical model for fluid shear-sensitive 3D tissue construct development. Biomech Model Mechanobiol 2012; 12:19-31. [DOI: 10.1007/s10237-012-0378-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2011] [Accepted: 01/23/2012] [Indexed: 01/12/2023]
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36
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McCoy RJ, Jungreuthmayer C, O'Brien FJ. Influence of flow rate and scaffold pore size on cell behavior during mechanical stimulation in a flow perfusion bioreactor. Biotechnol Bioeng 2012; 109:1583-94. [PMID: 22249971 DOI: 10.1002/bit.24424] [Citation(s) in RCA: 77] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2011] [Revised: 11/22/2011] [Accepted: 12/19/2011] [Indexed: 01/22/2023]
Abstract
Mechanically stimulating cell-seeded scaffolds by flow-perfusion is one approach utilized for developing clinically applicable bone graft substitutes. A key challenge is determining the magnitude of stimuli to apply that enhances cell differentiation but minimizes cell detachment from the scaffold. In this study, we employed a combined computational modeling and experimental approach to examine how the scaffold mean pore size influences cell attachment morphology and subsequently impacts upon cell deformation and detachment when subjected to fluid-flow. Cell detachment from osteoblast-seeded collagen-GAG scaffolds was evaluated experimentally across a range of scaffold pore sizes subjected to different flow rates and exposure times in a perfusion bioreactor. Cell detachment was found to be proportional to flow rate and inversely proportional to pore size. Using this data, a theoretical model was derived that accurately predicted cell detachment as a function of mean shear stress, mean pore size, and time. Computational modeling of cell deformation in response to fluid flow showed the percentage of cells exceeding a critical threshold of deformation correlated with cell detachment experimentally and the majority of these cells were of a bridging morphology (cells stretched across pores). These findings will help researchers optimize the mean pore size of scaffolds and perfusion bioreactor operating conditions to manage cell detachment when mechanically simulating cells via flow perfusion.
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Affiliation(s)
- R J McCoy
- Department of Anatomy, Royal College of Surgeons in Ireland, 123 St. Stephen's Green, Dublin 2, Ireland
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37
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Debbaut C, Vierendeels J, Casteleyn C, Cornillie P, Van Loo D, Simoens P, Van Hoorebeke L, Monbaliu D, Segers P. Perfusion Characteristics of the Human Hepatic Microcirculation Based on Three-Dimensional Reconstructions and Computational Fluid Dynamic Analysis. J Biomech Eng 2012; 134. [DOI: 10.1115/1.4005545] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2023]
Abstract
The perfusion of the liver microcirculation is often analyzed in terms of idealized functional units (hexagonal liver lobules) based on a porous medium approach. More elaborate research is essential to assess the validity of this approach and to provide a more adequate and quantitative characterization of the liver microcirculation. To this end, we modeled the perfusion of the liver microcirculation using an image-based three-dimensional (3D) reconstruction of human liver sinusoids and computational fluid dynamics techniques. After vascular corrosion casting, a microvascular sample (±0.134 mm3) representing three liver lobules, was dissected from a human liver vascular replica and scanned using a high resolution (2.6 μm) micro-CT scanner. Following image processing, a cube (0.15 × 0.15 × 0.15 mm3) representing a sample of intertwined and interconnected sinusoids, was isolated from the 3D reconstructed dataset to define the fluid domain. Three models were studied to simulate flow along three orthogonal directions (i.e., parallel to the central vein and in the radial and circumferential directions of the lobule). Inflow and outflow guidances were added to facilitate solution convergence, and good quality volume meshes were obtained using approximately 9 × 106 tetrahedral cells. Subsequently, three computational fluid dynamics models were generated and solved assuming Newtonian liquid properties (viscosity 3.5 mPa s). Post-processing allowed to visualize and quantify the microvascular flow characteristics, to calculate the permeability tensor and corresponding principal permeability axes, as well as the 3D porosity. The computational fluid dynamics simulations provided data on pressure differences, preferential flow pathways and wall shear stresses. Notably, the pressure difference resulting from the flow simulation parallel to the central vein (0–100 Pa) was clearly smaller than the difference from the radial (0–170 Pa) and circumferential (0–180 Pa) flow directions. This resulted in a higher permeability along the central vein direction (kd,33 = 3.64 × 10−14 m2) in comparison with the radial (kd,11 = 1.56 × 10−14 m2) and circumferential (kd,22 = 1.75 × 10−14 m2) permeabilities which were approximately equal. The mean 3D porosity was 14.3. Our data indicate that the human hepatic microcirculation is characterized by a higher permeability along the central vein direction, and an about two times lower permeability along the radial and circumferential directions of a lobule. Since the permeability coefficients depend on the flow direction, (porous medium) liver microcirculation models should take into account sinusoidal anisotropy.
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Affiliation(s)
- Charlotte Debbaut
- Biofluid, Tissue and Solid Mechanics for Medical Applications (bioMMeda)Institute Biomedical Technology, Ghent University De Pintelaan 185, Block B, B-9000 Gent, Belgium
| | - Jan Vierendeels
- Department of Flow, Heat and Combustion Mechanics, Ghent University, Sint Pietersnieuwstraat 41, B-9000, Gent, Belgium
| | - Christophe Casteleyn
- Laboratory for Applied Veterinary Morphology,Department of Veterinary Sciences,Faculty of Pharmaceutical, Biomedical and Veterinary Sciences, University of Antwerp, Universiteitsplein 1, B-2610 Wilrijk, Belgium
| | - Pieter Cornillie
- Department of Morphology, Faculty of Veterinary Medicine, Ghent University,Salisburylaan 133, B-9820 Merelbeke, Belgium
| | - Denis Van Loo
- Centre for X-Ray Tomography, Department of Physics and Astronomy, Ghent University, Proeftuinstraat 86, B-9000 Gent, Belgium;Department of Soil Management,Ghent University,Coupure links 653, B-9000 Gent, Belgium
| | - Paul Simoens
- Department of Morphology, Faculty of Veterinary Medicine, Ghent University, Salisburylaan 133, B-9820 Merelbeke, Belgium
| | - Luc Van Hoorebeke
- Centre for X-Ray Tomography, Department of Physics and Astronomy, Ghent University, Proeftuinstraat 86, B-9000 Gent, Belgium
| | - Diethard Monbaliu
- Department of Abdominal Transplant Surgery,University Hospitals Leuven, Catholic University Leuven, Herestraat 49, B-3000 Leuven, Belgium
| | - Patrick Segers
- Biofluid, Tissue and Solid Mechanics for Medical Applications (bioMMeda), Institute Biomedical Technology, Ghent University, De Pintelaan 185, Block B, B-9000 Gent, Belgium
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38
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Chen Y, Schellekens M, Zhou S, Cadman J, Li W, Appleyard R, Li Q. Design Optimization of Scaffold Microstructures Using Wall Shear Stress Criterion Towards Regulated Flow-Induced Erosion. J Biomech Eng 2011; 133:081008. [DOI: 10.1115/1.4004918] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Tissue scaffolds aim to provide a cell-friendly biomechanical environment for facilitating cell growth. Existing studies have shown significant demands for generating a certain level of wall shear stress (WSS) on scaffold microstructural surfaces for promoting cellular response and attachment efficacy. Recently, its role in shear-induced erosion of polymer scaffold has also drawn increasing attention. This paper proposes a bi-directional evolutionary structural optimization (BESO) approach for design of scaffold microstructure in terms of the WSS uniformity criterion, by downgrading highly-stressed solid elements into fluidic elements and/or upgrading lowly-stressed fluidic elements into solid elements. In addition to this, a computational model is presented to simulate shear-induced erosion process. The effective stiffness and permeability of initial and optimized scaffold microstructures are characterized by the finite element based homogenization technique to quantify the variations of mechanical properties of scaffold during erosion. The illustrative examples show that a uniform WSS is achieved within the optimized scaffold microstructures, and their architectural and biomechanical features are maintained for a longer lifetime during shear-induced erosion process. This study provides a mathematical means to the design optimization of cellular biomaterials in terms of the WSS criterion towards controllable shear-induced erosion.
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Affiliation(s)
- Yuhang Chen
- School of Aerospace, Mechanical and Mechatronic Engineering, The University of Sydney, Sydney, NSW 2006, Australia
| | - Michiel Schellekens
- Department of Mechanical Engineering, Eindhoven University of Technology, P.O. Box 513, 5600 MB Eindhoven, The Netherlands
| | - Shiwei Zhou
- School of Aerospace, Mechanical and Mechatronic Engineering, The University of Sydney, Sydney, NSW 2006, Australia
| | - Joseph Cadman
- School of Aerospace, Mechanical and Mechatronic Engineering, The University of Sydney, Sydney, NSW 2006, Australia
| | - Wei Li
- School of Aerospace, Mechanical and Mechatronic Engineering, The University of Sydney, Sydney, NSW 2006, Australia
| | | | - Qing Li
- Member of ASME, School of Aerospace, Mechanical and Mechatronic Engineering, The University of Sydney, Sydney, NSW 2006, Australia
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39
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Liu R, Sun W, Liu CZ. Computational fluid dynamics modeling of mass transfer behavior in a bioreactor for hairy root culture. I. Model development and experimental validation. Biotechnol Prog 2011; 27:1661-71. [DOI: 10.1002/btpr.682] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
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40
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Zhang H, Dai S, Bi J, Liu KK. Biomimetic three-dimensional microenvironment for controlling stem cell fate. Interface Focus 2011; 1:792-803. [PMID: 23050083 DOI: 10.1098/rsfs.2011.0035] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2011] [Accepted: 07/05/2011] [Indexed: 12/31/2022] Open
Abstract
Stem cell therapy is an emerging technique which is being translated into treatment of degenerated tissues. However, the success of translation relies on the stem cell lineage commitment in the degenerated regions of interest. This commitment is precisely controlled by the stem cell microenvironment. Engineering a biomimetic three-dimensional microenvironment enables a thorough understanding of the mechanisms of governing stem cell fate. We review the individual microenvironment components, including soluble factors, extracellular matrix, cell-cell interaction and mechanical stimulation. The perspectives in creating the biomimetic microenvironments are discussed with emerging techniques.
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Affiliation(s)
- Hu Zhang
- School of Chemical Engineering , The University of Adelaide , Adelaide, South Australia 5005 , Australia
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41
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Truscello S, Schrooten J, Van Oosterwyck H. A Computational Tool for the Upscaling of Regular Scaffolds During In Vitro Perfusion Culture. Tissue Eng Part C Methods 2011; 17:619-30. [DOI: 10.1089/ten.tec.2010.0647] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Affiliation(s)
- Silvia Truscello
- Division of Biomechanics and Engineering Design, Katholieke Universiteit Leuven, Leuven, Belgium
- Prometheus, Division of Skeletal Tissue Engineering Leuven, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Jan Schrooten
- Prometheus, Division of Skeletal Tissue Engineering Leuven, Katholieke Universiteit Leuven, Leuven, Belgium
- Department of Metallurgy and Materials Engineering, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Hans Van Oosterwyck
- Division of Biomechanics and Engineering Design, Katholieke Universiteit Leuven, Leuven, Belgium
- Prometheus, Division of Skeletal Tissue Engineering Leuven, Katholieke Universiteit Leuven, Leuven, Belgium
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Shen Y, Yanagimachi K. CFD-aided cell settler design optimization and scale-up: effect of geometric design and operational variables on separation performance. Biotechnol Prog 2011; 27:1282-96. [PMID: 21618723 DOI: 10.1002/btpr.636] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2010] [Revised: 03/24/2011] [Indexed: 01/17/2023]
Abstract
The inclined multiplate (lamella) gravity settler has proven to be an effective cell retention device in industrial perfusion cell culture applications. Investigations on the effects of geometric design and operational variables of the cell settler are crucial to understanding how to best improve the settler performance. Maximizing the harvest/perfusion flow rate while minimizing viable cell loss out of the harvest is the primary challenge for optimization of the settler design. This study demonstrated that computational fluid dynamics (CFD) can be utilized to accurately model and evaluate the settler separation performance for near-monodisperse suspensions and therefore aid in the design optimization of the settler under these baseline conditions. With the preferred geometric features that were identified from CFD modeling results, we proposed design guidelines for the scale-up of these multiplate settler systems. With these guidelines and performance verification using the CFD model, a new large-scale settler was designed and fabricated for a perfusion cell culture process using a minimally aggregating production cell line. Perfusion cell culture runs with this particular cell line were performed with this settler, and the CFD model was able to predict the initial ramp-up performance, proving it to be a valuable scale-up design tool for this production process.
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Affiliation(s)
- Yuyi Shen
- Process Sciences, BioMarin Pharmaceutical Inc., 73 Digital Drive, Novato, CA 94949, USA
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Dubois J, Tremblay L, Lepage M, Vermette P. Flow dynamics within a bioreactor for tissue engineering by residence time distribution analysis combined with fluorescence and magnetic resonance imaging to investigate forced permeability and apparent diffusion coefficient in a perfusion cell culture ch. Biotechnol Bioeng 2011; 108:2488-98. [DOI: 10.1002/bit.23202] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2010] [Revised: 04/22/2011] [Accepted: 04/28/2011] [Indexed: 01/05/2023]
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44
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Delaine-Smith RM, Reilly GC. The effects of mechanical loading on mesenchymal stem cell differentiation and matrix production. VITAMINS AND HORMONES 2011; 87:417-80. [PMID: 22127254 DOI: 10.1016/b978-0-12-386015-6.00039-1] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Mesenchymal stem cells or stromal cells (MSCs) have the potential to be used therapeutically in tissue engineering and regenerative medicine to replace or restore the function of damaged tissues. Therefore, considerable effort has been ongoing in the research community to optimize culture conditions for predifferentiation of MSCs. All mesenchymal tissues are subjected to mechanical forces in vivo and all fully differentiated mesenchymal lineage cells respond to mechanical stimulation in vivo and in vitro. Therefore, it is not surprising that MSCs are highly mechanosensitive. We present a summary of current methods of mechanical stimulation of MSCs and an overview of the outcomes of the different mechanical culture techniques tested. Tissue engineers and stem cell researchers should be able to harness this mechanosensitivity to modulate MSC differentiation and matrix production; however, more research needs to be undertaken to understand the complex interactions between the mechanosensitive and biochemically stimulated differentiation pathways.
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Affiliation(s)
- Robin M Delaine-Smith
- The Kroto Research Institute, Department of Materials Science and Engineering, University of Sheffield, Sheffield, United Kingdom
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45
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Grayson WL, Marolt D, Bhumiratana S, Fröhlich M, Guo XE, Vunjak-Novakovic G. Optimizing the medium perfusion rate in bone tissue engineering bioreactors. Biotechnol Bioeng 2010; 108:1159-70. [PMID: 21449028 DOI: 10.1002/bit.23024] [Citation(s) in RCA: 113] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2010] [Revised: 10/19/2010] [Accepted: 11/15/2010] [Indexed: 01/22/2023]
Abstract
There is a critical need to increase the size of bone grafts that can be cultured in vitro for use in regenerative medicine. Perfusion bioreactors have been used to improve the nutrient and gas transfer capabilities and reduce the size limitations inherent to static culture, as well as to modulate cellular responses by hydrodynamic shear. Our aim was to understand the effects of medium flow velocity on cellular phenotype and the formation of bone-like tissues in three-dimensional engineered constructs. We utilized custom-designed perfusion bioreactors to culture bone constructs for 5 weeks using a wide range of superficial flow velocities (80, 400, 800, 1,200, and 1,800 µm/s), corresponding to estimated initial shear stresses ranging from 0.6 to 20 mPa. Increasing the flow velocity significantly affected cell morphology, cell-cell interactions, matrix production and composition, and the expression of osteogenic genes. Within the range studied, the flow velocities ranging from 400 to 800 µm/s yielded the best overall osteogenic responses. Using mathematical models, we determined that even at the lowest flow velocity (80 µm/s) the oxygen provided was sufficient to maintain viability of the cells within the construct. Yet it was clear that this flow velocity did not adequately support the development of bone-like tissue. The complexity of the cellular responses found at different flow velocities underscores the need to use a range of evaluation parameters to determine the quality of engineered bone.
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Affiliation(s)
- Warren L Grayson
- Department of Biomedical Engineering, Columbia University, New York, New York 10032, USA
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46
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De Boodt S, Truscello S, Özcan SE, Leroy T, Van Oosterwyck H, Berckmans D, Schrooten J. Bi-Modular Flow Characterization in Tissue Engineering Scaffolds Using Computational Fluid Dynamics and Particle Imaging Velocimetry. Tissue Eng Part C Methods 2010; 16:1553-64. [DOI: 10.1089/ten.tec.2010.0107] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Affiliation(s)
- Sebastian De Boodt
- Division M3-BIORES: Measure, Model, and Manage Bioresponses, Katholieke Universiteit Leuven, Heverlee, Belgium
- Prometheus, Division of Skeletal Tissue Engineering Leuven, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Silvia Truscello
- Prometheus, Division of Skeletal Tissue Engineering Leuven, Katholieke Universiteit Leuven, Leuven, Belgium
- Division of Biomechanics and Engineering Design, Katholieke Universiteit Leuven, Heverlee, Belgium
| | - Sezin Eren Özcan
- Division M3-BIORES: Measure, Model, and Manage Bioresponses, Katholieke Universiteit Leuven, Heverlee, Belgium
| | - Toon Leroy
- Division M3-BIORES: Measure, Model, and Manage Bioresponses, Katholieke Universiteit Leuven, Heverlee, Belgium
| | - Hans Van Oosterwyck
- Prometheus, Division of Skeletal Tissue Engineering Leuven, Katholieke Universiteit Leuven, Leuven, Belgium
- Division of Biomechanics and Engineering Design, Katholieke Universiteit Leuven, Heverlee, Belgium
| | - Daniel Berckmans
- Division M3-BIORES: Measure, Model, and Manage Bioresponses, Katholieke Universiteit Leuven, Heverlee, Belgium
| | - Jan Schrooten
- Prometheus, Division of Skeletal Tissue Engineering Leuven, Katholieke Universiteit Leuven, Leuven, Belgium
- Department of Metallurgy and Materials Engineering, Katholieke Universiteit Leuven, Heverlee, Belgium
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47
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A dynamical study of the mechanical stimuli and tissue differentiation within a CaP scaffold based on micro-CT finite element models. Biomech Model Mechanobiol 2010; 10:565-76. [PMID: 20865437 DOI: 10.1007/s10237-010-0256-0] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2010] [Accepted: 09/08/2010] [Indexed: 01/14/2023]
Abstract
The control of the mechanical stimuli transmitted to the cells is critical for the design of functional scaffolds for tissue engineering. The objective of this study was to investigate the dynamics of the mechanical stimuli transmitted to the cells during tissue differentiation in an irregular morphology scaffold under compressive load and perfusion flow. A calcium phosphate-based glass porous scaffold was used. The solid phase and the fluid flow within the pores were modeled as linear elastic solid material and Newtonian fluid, respectively. In the fluid model, different levels of viscosity were used to simulate tissue differentiation. Compressive strain of 0.5% and fluid flow with constant inlet velocity of 10 μm/s or constant inlet pressure of 3 Pa were applied. Octahedral shear strain and fluid shear stress were used as mechano-regulatory stimuli. For constant inlet velocity, stimuli equivalent to bone were predicted in 80% of pore volume for the case of low tissue viscosity. For the cases of high viscosity, fluctuations between stimuli equivalent to tissue formation and cell death were predicted due to the increase in the fluid shear stress when tissue started to fill pores. When constant pressure was applied, stimuli equivalent to bone were predicted in 62% of pore volume when low tissue viscosity was used and 42% when high tissue viscosity was used. This study predicted critical variations of fluid shear stress when cells differentiated. If these variations are not controlled in vitro, they can impede the formation of new matured tissue.
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Thompson MS, Epari DR, Bieler F, Duda GN. In vitro models for bone mechanobiology: Applications in bone regeneration and tissue engineering. Proc Inst Mech Eng H 2010; 224:1533-41. [DOI: 10.1243/09544119jeim807] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Healthy bone healing is a remarkable, mechanically sensitive, scar-free process that leads rapidly to repair tissue of high mechanical quality and functionality, and knowledge of this process is essential for driving advances in bone tissue engineering and regeneration. Gaining this knowledge requires the use of models to probe and understand the detailed mechanisms of healing, and the tight coupling of biology and mechanics make it essential that both of these aspects are controlled and analysed together, using a mechanobiological approach. This article reviews the literature on in vitro models used for this purpose, beginning with two-dimensional (2D) cell culture models used for applying controlled mechanical stimuli to relevant cells, and detailing the analysis techniques required for understanding both substrate strain and fluid flow stimuli in sufficient detail to relate them to biological response. The additional complexity of three-dimensional (3D) models, enabling more faithful representation of the healing situation, can require correspondingly more sophisticated tools for mechanical and biological analysis, but has recently uncovered exciting evidence for the mechanical sensitivity of angiogenesis, essential for successful healing. Studies using explanted tissue continue to be vital in informing these approaches, providing additional evidence for the relevance of effects in biological and mechanical environments close to those in the living organism. Mechanobiology is essential for the proper analysis of models for bone regeneration, and has an exciting integrative role to play not only in advancing knowledge in this area, but also in ensuring successful translation of new tissue engineering and regenerative therapies to the clinic.
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Affiliation(s)
- M S Thompson
- Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, Oxford, UK
- Biomedical Research Unit, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - D R Epari
- Institute for Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Australia
| | - F Bieler
- Julius Wolff Institut and Center for Musculoskeletal Surgery, Berlin/Brandenburg Center for Regenerative Therapies, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - G N Duda
- Julius Wolff Institut and Center for Musculoskeletal Surgery, Berlin/Brandenburg Center for Regenerative Therapies, Charité – Universitätsmedizin Berlin, Berlin, Germany
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49
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Chen Y, Zhou S, Cadman J, Li Q. Design of cellular porous biomaterials for wall shear stress criterion. Biotechnol Bioeng 2010; 107:737-46. [DOI: 10.1002/bit.22842] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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50
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Mechanisms for osteogenic differentiation of human mesenchymal stem cells induced by fluid shear stress. Biomech Model Mechanobiol 2010; 9:659-70. [DOI: 10.1007/s10237-010-0206-x] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2009] [Accepted: 03/02/2010] [Indexed: 12/19/2022]
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