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Kim MH, Singh YP, Celik N, Yeo M, Rizk E, Hayes DJ, Ozbolat IT. High-throughput bioprinting of spheroids for scalable tissue fabrication. Nat Commun 2024; 15:10083. [PMID: 39572584 PMCID: PMC11582690 DOI: 10.1038/s41467-024-54504-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Accepted: 11/12/2024] [Indexed: 11/24/2024] Open
Abstract
Tissue biofabrication mimicking organ-specific architecture and function requires physiologically-relevant cell densities. Bioprinting using spheroids can achieve this, but is limited due to the lack of practical, scalable techniques. This study presents HITS-Bio (High-throughput Integrated Tissue Fabrication System for Bioprinting), a multiarray bioprinting technique for rapidly positioning multiple spheroids simultaneously using a digitally-controlled nozzle array (DCNA). HITS-Bio achieves an unprecedented speed, ten times faster compared to existing techniques while maintaining high cell viability ( > 90%). The utility of HITS-Bio was exemplified in multiple applications, including intraoperative bioprinting with microRNA transfected human adipose-derived stem cell spheroids for calvarial bone regeneration ( ~ 30 mm3) in a rat model achieving a near-complete defect closure (bone coverage area of ~ 91% in 3 weeks and ~96% in 6 weeks). Additionally, the successful fabrication of scalable cartilage constructs (1 cm3) containing ~600 chondrogenic spheroids highlights its high-throughput efficiency (under 40 min per construct) and potential for repairing volumetric defects.
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Affiliation(s)
- Myoung Hwan Kim
- Department of Biomedical Engineering, Penn State University, University Park, PA, USA
- The Huck Institutes of the Life Sciences, Penn State University, University Park, PA, USA
| | - Yogendra Pratap Singh
- The Huck Institutes of the Life Sciences, Penn State University, University Park, PA, USA
- Engineering Science and Mechanics Department, Penn State University, University Park, PA, USA
| | - Nazmiye Celik
- The Huck Institutes of the Life Sciences, Penn State University, University Park, PA, USA
- Engineering Science and Mechanics Department, Penn State University, University Park, PA, USA
| | - Miji Yeo
- The Huck Institutes of the Life Sciences, Penn State University, University Park, PA, USA
- Engineering Science and Mechanics Department, Penn State University, University Park, PA, USA
| | - Elias Rizk
- Department of Neurosurgery, Penn State Milton S. Hershey Medical Center, Hershey, PA, USA
| | - Daniel J Hayes
- Department of Biomedical Engineering, Penn State University, University Park, PA, USA
- The Huck Institutes of the Life Sciences, Penn State University, University Park, PA, USA
- Materials Research Institute, Penn State University, University Park, PA, USA
| | - Ibrahim T Ozbolat
- Department of Biomedical Engineering, Penn State University, University Park, PA, USA.
- The Huck Institutes of the Life Sciences, Penn State University, University Park, PA, USA.
- Engineering Science and Mechanics Department, Penn State University, University Park, PA, USA.
- Department of Neurosurgery, Penn State Milton S. Hershey Medical Center, Hershey, PA, USA.
- Materials Research Institute, Penn State University, University Park, PA, USA.
- Department of Medical Oncology, Cukurova University, Adana, Turkey.
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Mechanical threshold for concussion based on computation of axonal strain using a finite element rat brain model. BRAIN MULTIPHYSICS 2021. [DOI: 10.1016/j.brain.2021.100032] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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Finan JD. Biomechanical simulation of traumatic brain injury in the rat. Clin Biomech (Bristol, Avon) 2019; 64:114-121. [PMID: 29449041 PMCID: PMC6068009 DOI: 10.1016/j.clinbiomech.2018.01.015] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2017] [Revised: 12/08/2017] [Accepted: 01/18/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND Traumatic brain injury poses an enormous clinical challenge. Rats are the animals most widely used in pre-clinical experiments. Biomechanical simulations of these experiments predict the distribution of mechanical stress and strain across key tissues. It is in theory possible to dramatically increase our understanding of traumatic brain injury pathophysiology by correlating stress and strain with histological and functional injury outcomes. This review summarizes the state of the art in biomechanical simulation of traumatic brain injury in the rat. It also places this body of knowledge in the context of the wider effort to understand traumatic brain injury in rats and in humans. METHODS Peer-reviewed research articles on biomechanical simulation of traumatic brain injury in the rat were reviewed and summarized. FINDINGS When mathematical models of traumatic brain injury in the rat first emerged, they relied on scant data regarding biomechanical properties. The data on relevant biomechanical properties has increased recently. However, experimental models of traumatic brain injury in the rat have also become less homogeneous. New and modified models have emerged that are biomechanically distinct from traditional models. INTERPRETATION Important progress in mathematical modeling and measurement of biomechanical properties has led to credible, predictive simulations of traditional, experimental models of traumatic brain injury in the rat, such as controlled cortical impact. However, recent trends such as the increasing popularity of closed head models and blast models create new biomechanical challenges. Investigators studying rat brain biomechanics must continue to innovate to keep pace with these developments.
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Mao H, Lu L, Bian K, Clausen F, Colgan N, Gilchrist M. Biomechanical analysis of fluid percussion model of brain injury. J Biomech 2018; 77:228-232. [DOI: 10.1016/j.jbiomech.2018.07.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Revised: 06/21/2018] [Accepted: 07/04/2018] [Indexed: 10/28/2022]
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WANG FANG, WANG BINGYU, HAN YONG, HUANG XIAOQUN, YANG JIKUANG. A NUMERICAL STUDY ON CORRELATION OF RIB FRACTURES WITH THORACIC INJURY CRITERIA IN OBLIQUE IMPACT. J MECH MED BIOL 2018. [DOI: 10.1142/s0219519417501135] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Thoracic injury is one of the vital issues in vehicle side crashes. Experiments have been done widely to study thoracic injuries using biological subjects but less virtual tests were made by using Finite Element (FE) models. This study aimed at determining the correlation of the computationally calculated thoracic injury (Number of Rib Fractures NRF) with existing thoracic injury criteria under pure side and oblique impacts. For this purpose, a previously developed thorax FE model was validated by using Post Mortem Human Subject (PMHS) tests in pure side and oblique impacts in this study. The rib fractures were reconstructed and compared with the fractures observed in the PMHS tests. The model was then used to simulate rib fractures in human thorax impactor tests at Principal Direction of Force (PDOF) angles of 90[Formula: see text] to 35[Formula: see text] (total of 12 impacts). Furthermore, the normalized NRF were calculated and analyzed for comparing with normalized simulated injury parameters based on various human thoracic injury criteria, including contact force criterion, thorax deflection criterion, compression criterion, upper spine acceleration criterion and Thoracic Trauma Index (TTI). It is suggested that the TTI criterion has better correlation with the NRF than the other injury criteria.
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Affiliation(s)
- FANG WANG
- School of Mechanical and Automotive Engineering, Xiamen University of Technology, Xiamen 361024, P. R. China
- Fujian Collaborative Innovation Center for R&D of Coach and Special Vehicle, Xiamen 361024, P. R. China
| | - BINGYU WANG
- School of Mechanical and Automotive Engineering, Xiamen University of Technology, Xiamen 361024, P. R. China
- Accident Research Unit, Medical University of Hannover, Hannover 30625, Germany
| | - YONG HAN
- School of Mechanical and Automotive Engineering, Xiamen University of Technology, Xiamen 361024, P. R. China
| | - XIAOQUN HUANG
- School of Mechanical and Automotive Engineering, Xiamen University of Technology, Xiamen 361024, P. R. China
| | - JIKUANG YANG
- Department of Applied Mechanics, Chalmers University of Technology, Gothenburg 41296, Sweden
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Zhang GJ, Yang J, Guan FJ, Chen D, Li N, Cao L, Mao H. Quantifying the Effects of Formalin Fixation on the Mechanical Properties of Cortical Bone Using Beam Theory and Optimization Methodology With Specimen-Specific Finite Element Models. J Biomech Eng 2017; 138:2538222. [PMID: 27447849 DOI: 10.1115/1.4034254] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2015] [Indexed: 11/08/2022]
Abstract
The effects of formalin fixation on bone material properties remain debatable. In this study, we collected 36 fresh-frozen cuboid-shaped cortical specimens from five male bovine femurs and immersed half of the specimens into 4% formalin fixation liquid for 30 days. We then conducted three-point bending tests and used both beam theory method and an optimization method combined with specimen-specific finite element (FE) models to identify material parameters. Through the optimization FE method, the formalin-fixed bones showed a significantly lower Young's modulus (-12%) compared to the fresh-frozen specimens, while no difference was observed using the beam theory method. Meanwhile, both the optimization FE and beam theory methods revealed higher effective failure strains for formalin-fixed bones compared to fresh-frozen ones (52% higher through the optimization FE method and 84% higher through the beam theory method). Hence, we conclude that the formalin fixation has a significant effect on bovine cortical bones at small, elastic, as well as large, plastic deformations.
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Achrai B, Wagner HD. The turtle carapace as an optimized multi-scale biological composite armor – A review. J Mech Behav Biomed Mater 2017; 73:50-67. [DOI: 10.1016/j.jmbbm.2017.02.027] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2016] [Revised: 02/19/2017] [Accepted: 02/24/2017] [Indexed: 01/03/2023]
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Mao H, Unnikrishnan G, Rakesh V, Reifman J. Untangling the Effect of Head Acceleration on Brain Responses to Blast Waves. J Biomech Eng 2016; 137:124502. [PMID: 26458125 DOI: 10.1115/1.4031765] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2015] [Indexed: 01/19/2023]
Abstract
Multiple injury-causing mechanisms, such as wave propagation, skull flexure, cavitation, and head acceleration, have been proposed to explain blast-induced traumatic brain injury (bTBI). An accurate, quantitative description of the individual contribution of each of these mechanisms may be necessary to develop preventive strategies against bTBI. However, to date, despite numerous experimental and computational studies of bTBI, this question remains elusive. In this study, using a two-dimensional (2D) rat head model, we quantified the contribution of head acceleration to the biomechanical response of brain tissues when exposed to blast waves in a shock tube. We compared brain pressure at the coup, middle, and contre-coup regions between a 2D rat head model capable of simulating all mechanisms (i.e., the all-effects model) and an acceleration-only model. From our simulations, we determined that head acceleration contributed 36-45% of the maximum brain pressure at the coup region, had a negligible effect on the pressure at the middle region, and was responsible for the low pressure at the contre-coup region. Our findings also demonstrate that the current practice of measuring rat brain pressures close to the center of the brain would record only two-thirds of the maximum pressure observed at the coup region. Therefore, to accurately capture the effects of acceleration in experiments, we recommend placing a pressure sensor near the coup region, especially when investigating the acceleration mechanism using different experimental setups.
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Characterization of Closed Head Impact Injury in Rat. BIOMED RESEARCH INTERNATIONAL 2015; 2015:272976. [PMID: 26451365 PMCID: PMC4588353 DOI: 10.1155/2015/272976] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/07/2014] [Accepted: 03/10/2015] [Indexed: 02/06/2023]
Abstract
The closed head impact (CHI) rat models are commonly used for studying the traumatic brain injury. The impact parameters vary considerably among different laboratories, making the comparison of research findings difficult. In this work, numerical CHI experiments were conducted to investigate the sensitivities of intracranial responses to various impact parameters (e.g., impact depth, velocity, and position; impactor diameter, material, and shape). A three-dimensional finite element rat head model with anatomical details was subjected to impact loadings. Results revealed that impact depth and impactor shape were the two leading factors affecting intracranial responses. The influence of impactor diameter was region-specific and an increase in impactor diameter could substantially increase tissue strains in the region which located directly beneath the impactor. The lateral impact could induce higher strains in the brain than the central impact. An indentation depth instead of impact depth would be appropriate to characterize the influence of a large deformed rubber impactor. The experimentally observed velocity-dependent injury severity could be attributed to the “overshoot” phenomenon. This work could be used to better design or compare CHI experiments.
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Achrai B, Daniel Wagner H. The red-eared slider turtle carapace under fatigue loading: The effect of rib–suture arrangement. MATERIALS SCIENCE & ENGINEERING. C, MATERIALS FOR BIOLOGICAL APPLICATIONS 2015; 53:128-33. [DOI: 10.1016/j.msec.2015.04.040] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2015] [Revised: 03/26/2015] [Accepted: 04/21/2015] [Indexed: 11/30/2022]
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Johnstone VP, Shultz SR, Yan EB, O'Brien TJ, Rajan R. The acute phase of mild traumatic brain injury is characterized by a distance-dependent neuronal hypoactivity. J Neurotrauma 2014; 31:1881-95. [PMID: 24927383 PMCID: PMC4224042 DOI: 10.1089/neu.2014.3343] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
The consequences of mild traumatic brain injury (TBI) on neuronal functionality are only now being elucidated. We have now examined the changes in sensory encoding in the whisker-recipient barrel cortex and the brain tissue damage in the acute phase (24 h) after induction of TBI (n=9), with sham controls receiving surgery only (n=5). Injury was induced using the lateral fluid percussion injury method, which causes a mixture of focal and diffuse brain injury. Both population and single cell neuronal responses evoked by both simple and complex whisker stimuli revealed a suppression of activity that decreased with distance from the locus of injury both within a hemisphere and across hemispheres, with a greater extent of hypoactivity in ipsilateral barrel cortex compared with contralateral cortex. This was coupled with an increase in spontaneous output in Layer 5a, but only ipsilateral to the injury site. There was also disruption of axonal integrity in various regions in the ipsilateral but not contralateral hemisphere. These results complement our previous findings after mild diffuse-only TBI induced by the weight-drop impact acceleration method where, in the same acute post-injury phase, we found a similar depth-dependent hypoactivity in sensory cortex. This suggests a common sequelae of events in both diffuse TBI and mixed focal/diffuse TBI in the immediate post-injury period that then evolve over time to produce different long-term functional outcomes.
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Affiliation(s)
| | - Sandy R. Shultz
- Department of Medicine, The Royal Melbourne Hospital, The Melbourne Brain Centre, The University of Melbourne, Parkville, Victoria, Australia
| | - Edwin B. Yan
- Department of Physiology, Monash University, Clayton, Victoria, Australia
| | - Terence J. O'Brien
- Department of Medicine, The Royal Melbourne Hospital, The Melbourne Brain Centre, The University of Melbourne, Parkville, Victoria, Australia
| | - Ramesh Rajan
- Department of Physiology, Monash University, Clayton, Victoria, Australia
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Experimentally validated three-dimensional finite element model of the rat for mild traumatic brain injury. Med Biol Eng Comput 2012. [PMID: 23192366 DOI: 10.1007/s11517-012-1004-7] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
The aim of our work was to expand on the knowledge concerning mild Traumatic Brain Injuries (TBI), by combining numerical modeling and animal experiments within a joint approach. A three-dimensional finite element model of the rat brain and braincase was developed, and experimental acceleration pulses were applied. Pulse data were obtained from tests conducted using anesthetized rats, subjected to coronal plane rotational acceleration loadings of varying amplitudes and durations, aimed to generate mild TBI. Times of loss of consciousness were obtained. Biomechanical response parameters generally associated with TBI (stresses and strains) in the three anatomical regions, i.e., hypothalamus, thalamus and parietal cortex were analyzed. While the parameters correlated well with changes in injury severity linked to peak rotational acceleration, they were relatively insensitive to the pulse duration or times of loss of consciousness. As a consequence, new stress-time and strain-time metrics were computed, and these metrics were more efficient in predicting changes in injury severity associated both with acceleration characteristics and loss of consciousness outcomes in all three anatomical regions controlling the aforementioned behavior. Results of our analysis tend to show that time-related metrics may be more suited for the explanation of mild TBI than commonly used peak metrics in the three anatomical regions of the brain.
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