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Manon J, Saint-Guillain M, Pletser V, Buckland DM, Vico L, Dobney W, Baatout S, Wain C, Jacobs J, Comein A, Drouet S, Meert J, Casla IS, Chamart C, Vanderdonckt J, Cartiaux O, Cornu O. Adequacy of in-mission training to treat tibial shaft fractures in mars analogue testing. Sci Rep 2023; 13:18072. [PMID: 37872309 PMCID: PMC10593937 DOI: 10.1038/s41598-023-43878-1] [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: 05/22/2023] [Accepted: 09/29/2023] [Indexed: 10/25/2023] Open
Abstract
Long bone fractures are a concern in long-duration exploration missions (LDEM) where crew autonomy will exceed the current Low Earth Orbit paradigm. Current crew selection assumptions require extensive complete training and competency testing prior to flight for off-nominal situations. Analogue astronauts (n = 6) can be quickly trained to address a single fracture pattern and then competently perform the repair procedure. An easy-to-use external fixation (EZExFix) was employed to repair artificial tibial shaft fractures during an inhabited mission at the Mars Desert Research Station (Utah, USA). Bone repair safety zones were respected (23/24), participants achieved 79.2% repair success, and median completion time was 50.04 min. Just-in-time training in-mission was sufficient to become autonomous without pre-mission medical/surgical/mechanical education, regardless of learning conditions (p > 0.05). Similar techniques could be used in LDEM to increase astronauts' autonomy in traumatic injury treatment and lower skill competency requirements used in crew selection.
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Affiliation(s)
- Julie Manon
- Université Catholique de Louvain (UCLouvain), Louvain-La-Neuve, Belgium.
- UCLouvain - IREC, Morphology Lab (MORF), Avenue Emmanuel Mounier 52 - B1.52.04, 1200, Brussels, Belgium.
- UCLouvain - IREC, Neuromusculoskeletal Lab (NMSK), Brussels, Belgium.
- Orthopaedic Surgery Department, Cliniques Universitaires Saint-Luc, Brussels, Belgium.
- Crew 227 - Mission Analogue Research Simulation (M.A.R.S. UCLouvain) - Mars Desert Research Station (MDRS), Utah, USA.
| | | | | | - Daniel Miller Buckland
- Human System Risk Board (HSRB), NASA Johnson Space Center, Houston, TX, USA
- Department of Emergency Medicine, Duke University, North Carolina, USA
| | - Laurence Vico
- INSERM, Mines Saint-Étienne, Univ Jean Monnet, U 1059 Sainbiose, 42023, Saint-Étienne, France
| | - William Dobney
- Radiobiology Unit, Belgian Nuclear Research Centre, SCK CEN, Mol, Belgium
- School of Aeronautical, Automotive, Chemical and Materials Engineering, Loughborough University, Loughborough, UK
| | - Sarah Baatout
- Radiobiology Unit, Belgian Nuclear Research Centre, SCK CEN, Mol, Belgium
| | - Cyril Wain
- Crew 227 - Mission Analogue Research Simulation (M.A.R.S. UCLouvain) - Mars Desert Research Station (MDRS), Utah, USA
| | - Jean Jacobs
- Université Catholique de Louvain (UCLouvain), Louvain-La-Neuve, Belgium
- Crew 227 - Mission Analogue Research Simulation (M.A.R.S. UCLouvain) - Mars Desert Research Station (MDRS), Utah, USA
| | - Audrey Comein
- Université Catholique de Louvain (UCLouvain), Louvain-La-Neuve, Belgium
- Crew 227 - Mission Analogue Research Simulation (M.A.R.S. UCLouvain) - Mars Desert Research Station (MDRS), Utah, USA
| | - Sirga Drouet
- Université Catholique de Louvain (UCLouvain), Louvain-La-Neuve, Belgium
- Crew 227 - Mission Analogue Research Simulation (M.A.R.S. UCLouvain) - Mars Desert Research Station (MDRS), Utah, USA
| | - Julien Meert
- Université Catholique de Louvain (UCLouvain), Louvain-La-Neuve, Belgium
- Crew 227 - Mission Analogue Research Simulation (M.A.R.S. UCLouvain) - Mars Desert Research Station (MDRS), Utah, USA
| | - Ignacio Sanchez Casla
- Université Catholique de Louvain (UCLouvain), Louvain-La-Neuve, Belgium
- Crew 227 - Mission Analogue Research Simulation (M.A.R.S. UCLouvain) - Mars Desert Research Station (MDRS), Utah, USA
| | - Cheyenne Chamart
- Université Catholique de Louvain (UCLouvain), Louvain-La-Neuve, Belgium
- Crew 227 - Mission Analogue Research Simulation (M.A.R.S. UCLouvain) - Mars Desert Research Station (MDRS), Utah, USA
| | - Jean Vanderdonckt
- Université Catholique de Louvain (UCLouvain), Louvain-La-Neuve, Belgium
| | - Olivier Cartiaux
- Department of Health Engineering, ECAM Brussels Engineering School, Haute Ecole "ICHEC-ECAM-ISFSC", Brussels, Belgium
| | - Olivier Cornu
- Université Catholique de Louvain (UCLouvain), Louvain-La-Neuve, Belgium
- UCLouvain - IREC, Neuromusculoskeletal Lab (NMSK), Brussels, Belgium
- Orthopaedic Surgery Department, Cliniques Universitaires Saint-Luc, Brussels, Belgium
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Evaluation of Bone Consolidation in External Fixation with an Electromechanical System. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12052328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The monitoring of fracture or osteotomy healing is vital for orthopedists to help advise, if necessary, secondary treatments for improving healing outcomes and minimizing patient suffering. It has been decades since osteotomy stiffness has been identified as one main parameter to quantify and qualify the outcome of a regenerated callus. Still, radiographic imaging remains the current standard diagnostic technique of orthopedists. Hence, with recent technological advancements, engineers need to use the new branches of knowledge and improve or innovate diagnostic technologies. An electromechanical system was developed to help diagnose changes in osteotomy stiffness treated with the external fixator LRS Orthofix®. The concept was evaluated experimentally and numerically during fracture healing simulation using two different models: a simplified model of a human tibia, consisting of a nylon bar with a diameter of 30 mm, and a synthetic tibia with the anatomical model from fourth-generation Sawbones®. Moreover, Sawbones® blocks with different densities simulated the mechanical characteristics of the regenerated bone in many stages of bone callus growth. The experimental measurements using the developed diagnostic were compared to the numerically simulated results. For this external fixator, it was possible to show that the displacement in osteotomy was always lower than the displacement prescribed in the elongator. Nevertheless, a relationship was established between the energy consumption by the electromechanical system used to perform callus stimulus and the degree of osteotomy consolidation. Hence, this technology may lead to methodologies of mechanical stimulation for regenerating bone, which will play a relevant role for bedridden individuals with mobility limitations.
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The mechanosensory and mechanotransductive processes mediated by ion channels and the impact on bone metabolism: A systematic review. Arch Biochem Biophys 2021; 711:109020. [PMID: 34461086 DOI: 10.1016/j.abb.2021.109020] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 08/25/2021] [Accepted: 08/26/2021] [Indexed: 02/06/2023]
Abstract
Mechanical environments were associated with alterations in bone metabolism. Ion channels present on bone cells are indispensable for bone metabolism and can be directly or indirectly activated by mechanical stimulation. This review aimed to discuss the literature reporting the mechanical regulatory effects of ion channels on bone cells and bone tissue. An electronic search was conducted in PubMed, Embase and Web of Science. Studies about mechanically induced alteration of bone cells and bone tissue by ion channels were included. Ion channels including TRP family channels, Ca2+ release-activated Ca2+ channels (CRACs), Piezo1/2 channels, purinergic receptors, NMDA receptors, voltage-sensitive calcium channels (VSCCs), TREK2 potassium channels, calcium- and voltage-dependent big conductance potassium (BKCa) channels, small conductance, calcium-activated potassium (SKCa) channels and epithelial sodium channels (ENaCs) present on bone cells and bone tissue participate in the mechanical regulation of bone development in addition to contributing to direct or indirect mechanotransduction such as altered membrane potential and ionic flux. Physiological (beneficial) mechanical stimulation could induce the anabolism of bone cells and bone tissue through ion channels, but abnormal (harmful) mechanical stimulation could also induce the catabolism of bone cells and bone tissue through ion channels. Functional expression of ion channels is vital for the mechanotransduction of bone cells. Mechanical activation (opening) of ion channels triggers ion influx and induces the activation of intracellular modulators that can influence bone metabolism. Therefore, mechanosensitive ion channels provide new insights into therapeutic targets for the treatment of bone-related diseases such as osteopenia and aseptic implant loosening.
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Wolynski JG, Labus KM, Easley JT, Notaroš BM, Ilić MM, Puttlitz CM, McGilvray KC. Diagnostic prediction of ovine fracture healing outcomes via a novel multi-location direct electromagnetic coupling antenna. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:1223. [PMID: 34532360 PMCID: PMC8421979 DOI: 10.21037/atm-21-1853] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/24/2021] [Accepted: 06/23/2021] [Indexed: 01/15/2023]
Abstract
Background Expedient prediction of adverse bone fracture healing (delayed- or non-union) is necessary to advise secondary treatments for improving healing outcome to minimize patient suffering. Radiographic imaging, the current standard diagnostic, remains largely ineffective at predicting nonunions during the early stages of fracture healing resulting in mean nonunion diagnosis times exceeding six months. Thus, there remains a clinical deficit necessitating improved diagnostic techniques. It was hypothesized that adverse fracture healing expresses impaired biological progression at the fracture site, thus resulting in reduced temporal progression of fracture site stiffness which may be quantified prior to the appearance of radiographic indicators of fracture healing (i.e., calcified tissue). Methods A novel multi-location direct electromagnetic coupling antenna was developed to diagnose relative changes in the stiffness of fractures treated by metallic orthopaedic hardware. The efficacy of this diagnostic was evaluated during fracture healing simulated by progressive destabilization of cadaveric ovine metatarsals treated by locking plate fixation (n=8). An ovine in vivo comparative fracture study (n=8) was then utilized to better characterize the performance of the developed diagnostic in a clinically translatable setting. In vivo measurements using the developed diagnostic were compared to weekly radiographic images and postmortem biomechanical, histological, and micro computed tomography analyses. Results For all cadaveric samples, the novel direct electromagnetic coupling antenna displayed significant differences at the fracture site (P<0.05) when measuring a fully fractured sample versus partially intact and fully intact fracture states. In subsequent in vivo fracture models, this technology detected significant differences (P<0.001) in fractures trending towards delayed healing during the first 30 days post-fracture. Conclusions This technology, relative to traditional X-ray imaging, exhibits potential to greatly expedite clinical diagnosis of fracture nonunion, thus warranting additional technological development.
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Affiliation(s)
- Jakob G Wolynski
- Orthopaedic Bioengineering Research Laboratory, Departments of Mechanical Engineering and School of Biomedical Engineering, Colorado State University, Fort Collins, CO, USA
| | - Kevin M Labus
- Orthopaedic Bioengineering Research Laboratory, Departments of Mechanical Engineering and School of Biomedical Engineering, Colorado State University, Fort Collins, CO, USA
| | - Jeremiah T Easley
- Preclinical Surgical Research Laboratory, Department of Clinical Sciences, Colorado State University, Fort Collins, CO, USA
| | - Branislav M Notaroš
- Department of Electrical and Computer Engineering, Colorado State University, Fort Collins, CO, USA
| | - Milan M Ilić
- School of Electrical Engineering, University of Belgrade, Belgrade, Serbia
| | - Christian M Puttlitz
- Orthopaedic Bioengineering Research Laboratory, Departments of Mechanical Engineering and School of Biomedical Engineering, Colorado State University, Fort Collins, CO, USA
| | - Kirk C McGilvray
- Orthopaedic Bioengineering Research Laboratory, Departments of Mechanical Engineering and School of Biomedical Engineering, Colorado State University, Fort Collins, CO, USA
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On the Challenges of Anesthesia and Surgery during Interplanetary Spaceflight. Anesthesiology 2021; 135:155-163. [PMID: 33940633 DOI: 10.1097/aln.0000000000003789] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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The Effect of Space Travel on Bone Metabolism: Considerations on Today's Major Challenges and Advances in Pharmacology. Int J Mol Sci 2021; 22:ijms22094585. [PMID: 33925533 PMCID: PMC8123809 DOI: 10.3390/ijms22094585] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Revised: 04/21/2021] [Accepted: 04/23/2021] [Indexed: 12/14/2022] Open
Abstract
Microgravity-induced bone loss is currently a significant and unresolved health risk for space travelers, as it raises the likelihood for irreversible changes that weaken skeletal integrity and the incremental onset of fracture injuries and renal stone formation. Another issue related to bone tissue homeostasis in microgravity is its capacity to regenerate following fractures due to weakening of the tissue and accidental events during the accomplishment of particularly dangerous tasks. Today, several pharmacological and non-pharmacological countermeasures to this problem have been proposed, including physical exercise, diet supplements and administration of antiresorptive or anabolic drugs. However, each class of pharmacological agents presents several limitations as their prolonged and repeated employment is not exempt from the onset of serious side effects, which limit their use within a well-defined range of time. In this review, we will focus on the various countermeasures currently in place or proposed to address bone loss in conditions of microgravity, analyzing in detail the advantages and disadvantages of each option from a pharmacological point of view. Finally, we take stock of the situation in the currently available literature concerning bone loss and fracture healing processes. We try to understand which are the critical points and challenges that need to be addressed to reach innovative and targeted therapies to be used both in space missions and on Earth.
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Panesar SS, Fernandez-Miranda JC, Kliot M, Ashkan K. Neurosurgery and Manned Spaceflight. Neurosurgery 2020; 86:317-324. [PMID: 30407580 DOI: 10.1093/neuros/nyy531] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Accepted: 10/07/2018] [Indexed: 12/26/2022] Open
Abstract
There has been a renewed interest in manned spaceflight due to endeavors by private and government agencies. Publicized goals include manned trips to or colonization of Mars. These missions will likely be of long duration, exceeding existing records for human exposure to extra-terrestrial conditions. Participants will be exposed to microgravity, temperature extremes, and radiation, all of which may adversely affect their physiology. Moreover, pathological mechanisms may differ from those of a terrestrial nature. Known central nervous system (CNS) changes occurring in space include rises in intracranial pressure and spinal unloading. Intracranial pressure increases are thought to occur due to cephalad re-distribution of body fluids secondary to microgravity exposure. Spinal unloading in microgravity results in potential degenerative changes to the bony vertebrae, intervertebral discs, and supportive musculature. These phenomena are poorly understood. Trauma is of highest concern due to its potential to seriously incapacitate crewmembers and compromise missions. Traumatic pathology may also be exacerbated in the setting of altered CNS physiology. Though there are no documented instances of CNS pathologies arising in space, existing diagnostic and treatment capabilities will be limited relative to those on Earth. In instances where neurosurgical intervention is required in space, it is not known whether open or endoscopic approaches are feasible. It is obvious that prevention of trauma and CNS pathology should be emphasized. Further research into neurosurgical pathology, its diagnosis, and treatment in space are required should exploratory or colonization missions be attempted.
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Affiliation(s)
| | | | - Michel Kliot
- Department of Neurosurgery, Stanford University, Stanford
| | - Keyoumars Ashkan
- Department of Neurosurgery, King's College Hospital, London, United Kingdom
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Walsh WR, Pelletier MH, Wang T, Lovric V, Morberg P, Mobbs RJ. Does implantation site influence bone ingrowth into 3D-printed porous implants? Spine J 2019; 19:1885-1898. [PMID: 31255790 DOI: 10.1016/j.spinee.2019.06.020] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2019] [Accepted: 06/21/2019] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT The potential for osseointegration to provide biological fixation for implants may be related to anatomical site and loading conditions. PURPOSE To evaluate the influence of anatomical site on osseointegration of 3D-printed implants. STUDY DESIGN A comparative preclinical study was performed evaluating bone ingrowth in cortical and cancellous sites in long bones as well as lumbar interbody fusion with posterior pedicle screw stabilization using the same 3D-printed titanium alloy design. METHODS 3D-printed dowels were implanted in cortical bone and cancellous bone in adult sheep and evaluated at 4 and 12 weeks for bone ingrowth using radiography, mechanical testing, and histology/histomorphometry. In addition, a single-level lumbar interbody fusion using cages based on the same 3D-printed design was performed. The aperture was filled with autograft or ovine allograft processed with supercritical carbon dioxide. Interbody fusions were assessed at 12 weeks via radiography, mechanical testing, and histology/histomorphometry. RESULTS Bone ingrowth in long bone cortical and cancellous sites did not translate directly to interbody fusion cages. While bone ingrowth was robust and improved with time in cortical sites with a line-to-line implantation condition, the same response was not found in cancellous sites even when the implants were placed in a press fit manner. Osseointegration into the porous walls with 3D porous interbody cages was similar to the cancellous implantation sites rather than the cortical sites. The porous domains of the 3D-printed device, in general, were filled with fibrovascular tissue while some bone integration into the porous cages was found at 12 weeks when fusion within the aperture was present. CONCLUSION Anatomical site, surgical preparation, biomechanical loading, and graft material play an important role in in vivo response. Bone ingrowth in long bone cortical and cancellous sites does not translate directly to interbody fusions.
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Affiliation(s)
- William R Walsh
- Surgical and Orthopaedic Research Laboratories (SORL), Prince of Wales Clinical School, University of New South Wales, Sydney, Australia; NeuroSpine Surgery Research Group (NSURG), Sydney, Australia.
| | - Matthew H Pelletier
- Surgical and Orthopaedic Research Laboratories (SORL), Prince of Wales Clinical School, University of New South Wales, Sydney, Australia; NeuroSpine Surgery Research Group (NSURG), Sydney, Australia
| | - Tian Wang
- Surgical and Orthopaedic Research Laboratories (SORL), Prince of Wales Clinical School, University of New South Wales, Sydney, Australia; NeuroSpine Surgery Research Group (NSURG), Sydney, Australia
| | - Vedran Lovric
- Surgical and Orthopaedic Research Laboratories (SORL), Prince of Wales Clinical School, University of New South Wales, Sydney, Australia; NeuroSpine Surgery Research Group (NSURG), Sydney, Australia
| | - Per Morberg
- Surgical and Orthopaedic Research Laboratories (SORL), Prince of Wales Clinical School, University of New South Wales, Sydney, Australia; Department of Surgical and Perioperative Sciences, Umea University, Umeå, Sweden
| | - Ralph J Mobbs
- Surgical and Orthopaedic Research Laboratories (SORL), Prince of Wales Clinical School, University of New South Wales, Sydney, Australia; NeuroSpine Surgery Research Group (NSURG), Sydney, Australia; Prince of Wales Private Hospital, Sydney, Australia
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Wolynski JG, Sutherland CJ, Demir HV, Unal E, Alipour A, Puttlitz CM, McGilvray KC. Utilizing Multiple BioMEMS Sensors to Monitor Orthopaedic Strain and Predict Bone Fracture Healing. J Orthop Res 2019; 37:1873-1880. [PMID: 31042313 PMCID: PMC6688915 DOI: 10.1002/jor.24325] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Accepted: 04/08/2019] [Indexed: 02/04/2023]
Abstract
Current diagnostic modalities, such as radiographs or computed tomography, exhibit limited ability to predict the outcome of bone fracture healing. Failed fracture healing after orthopaedic surgical treatments are typically treated by secondary surgery; however, the negative correlation of time between primary and secondary surgeries with resultant health outcome and medical cost accumulation drives the need for improved diagnostic tools. This study describes the simultaneous use of multiple (n = 5) implantable flexible substrate wireless microelectromechanical (fsBioMEMS) sensors adhered to an intramedullary nail (IMN) to quantify the biomechanical environment along the length of fracture fixation hardware during simulated healing in ex vivo ovine tibiae. This study further describes the development of an antenna array for interrogation of five fsBioMEMS sensors simultaneously, and quantifies the ability of these sensors to transmit signal through overlaying soft tissues. The ex vivo data indicated significant differences associated with sensor location on the IMN (p < 0.01) and fracture state (p < 0.01). These data indicate that the fsBioMEMS sensor can serve as a tool to diagnose the current state of fracture healing, and further supports the use of the fsBioMEMS as a means to predict fracture healing due to the known existence of latency between changes in fracture site material properties and radiographic changes. © 2019 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 37:1873-1880, 2019.
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Affiliation(s)
- Jakob G. Wolynski
- Orthopaedic Bioengineering Research Laboratory, Departments of Mechanical Engineering and School of Biomedical Engineering, Colorado State University, Fort Collins, Colorado, USA
| | - Conor J. Sutherland
- Orthopaedic Bioengineering Research Laboratory, Departments of Mechanical Engineering and School of Biomedical Engineering, Colorado State University, Fort Collins, Colorado, USA
| | - Hilmi Volkan Demir
- LUMINOUS! Center of Excellence for Semiconductor Lighting and Displays, Microelectronics Division, School of Electrical and Electronics Engineering, and Physics and Applied Physics Division, School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore
| | - Emre Unal
- Departments of Electrical and Electronics Engineering and Physics, UNAM-Institute of Materials Science and Nanotechnology, Bilkent University, Ankara, Turkey
| | - Akbar Alipour
- School of Medicine, Division of Cardiology, Johns Hopkins University, Baltimore, Maryland, USA
| | - Christian M. Puttlitz
- Orthopaedic Bioengineering Research Laboratory, Departments of Mechanical Engineering and School of Biomedical Engineering, Colorado State University, Fort Collins, Colorado, USA
| | - Kirk C. McGilvray
- Orthopaedic Bioengineering Research Laboratory, Departments of Mechanical Engineering and School of Biomedical Engineering, Colorado State University, Fort Collins, Colorado, USA.,Corresponding Author: Kirk McGilvray, Ph.D.; ; 1374 Campus Delivery, Fort Collins, CO 80523. Office: 970-491-1319
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Touchstone H, Bryd R, Loisate S, Thompson M, Kim S, Puranam K, Senthilnathan AN, Pu X, Beard R, Rubin J, Alwood J, Oxford JT, Uzer G. Recovery of stem cell proliferation by low intensity vibration under simulated microgravity requires LINC complex. NPJ Microgravity 2019; 5:11. [PMID: 31123701 PMCID: PMC6520402 DOI: 10.1038/s41526-019-0072-5] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Accepted: 03/20/2019] [Indexed: 12/20/2022] Open
Abstract
Mesenchymal stem cells (MSC) rely on their ability to integrate physical and spatial signals at load bearing sites to replace and renew musculoskeletal tissues. Designed to mimic unloading experienced during spaceflight, preclinical unloading and simulated microgravity models show that alteration of gravitational loading limits proliferative activity of stem cells. Emerging evidence indicates that this loss of proliferation may be linked to loss of cellular cytoskeleton and contractility. Low intensity vibration (LIV) is an exercise mimetic that promotes proliferation and differentiation of MSCs by enhancing cell structure. Here, we asked whether application of LIV could restore the reduced proliferative capacity seen in MSCs that are subjected to simulated microgravity. We found that simulated microgravity (sMG) decreased cell proliferation and simultaneously compromised cell structure. These changes included increased nuclear height, disorganized apical F-actin structure, reduced expression, and protein levels of nuclear lamina elements LaminA/C LaminB1 as well as linker of nucleoskeleton and cytoskeleton (LINC) complex elements Sun-2 and Nesprin-2. Application of LIV restored cell proliferation and nuclear proteins LaminA/C and Sun-2. An intact LINC function was required for LIV effect; disabling LINC functionality via co-depletion of Sun-1, and Sun-2 prevented rescue of cell proliferation by LIV. Our findings show that sMG alters nuclear structure and leads to decreased cell proliferation, but does not diminish LINC complex mediated mechanosensitivity, suggesting LIV as a potential candidate to combat sMG-induced proliferation loss.
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Affiliation(s)
- H. Touchstone
- Department of Mechanical and Biomedical Engineering, Boise State University, Boise, ID 83725 USA
| | - R. Bryd
- Department of Mechanical and Biomedical Engineering, Boise State University, Boise, ID 83725 USA
| | - S. Loisate
- Department of Mechanical and Biomedical Engineering, Boise State University, Boise, ID 83725 USA
| | - M. Thompson
- Department of Mechanical and Biomedical Engineering, Boise State University, Boise, ID 83725 USA
| | - S. Kim
- Department of Medicine, University of North Carolina Chapel Hill, Chapel Hill, NC 27599 USA
| | - K. Puranam
- Department of Medicine, University of North Carolina Chapel Hill, Chapel Hill, NC 27599 USA
| | - A. N. Senthilnathan
- Department of Medicine, University of North Carolina Chapel Hill, Chapel Hill, NC 27599 USA
| | - X. Pu
- Biomolecular Research Center, Boise State University, Boise, ID 83725 USA
| | - R. Beard
- Biomolecular Research Center, Boise State University, Boise, ID 83725 USA
| | - J. Rubin
- Department of Medicine, University of North Carolina Chapel Hill, Chapel Hill, NC 27599 USA
| | - J. Alwood
- Space Biosciences Division, NASA-Ames Research Center, Mountain View, CA 94035 USA
| | - J. T. Oxford
- Biomolecular Research Center, Boise State University, Boise, ID 83725 USA
| | - G. Uzer
- Department of Mechanical and Biomedical Engineering, Boise State University, Boise, ID 83725 USA
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Labus KM, Sutherland C, Notaros BM, Ilić MM, Chaus G, Keiser D, Puttlitz CM. Direct electromagnetic coupling for non-invasive measurements of stability in simulated fracture healing. J Orthop Res 2019; 37:1164-1171. [PMID: 30839117 DOI: 10.1002/jor.24275] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2018] [Accepted: 02/12/2019] [Indexed: 02/04/2023]
Abstract
Diagnostic monitoring and prediction of bone fracture healing is critical for the detection of delayed union or non-union and provides the requisite information as to whether therapeutic intervention or timely revision are warranted. A promising approach to monitor fracture healing is to measure the mechanical load-sharing between the healing callus and the implanted hardware used for internal fixation. The objectives of this study were to evaluate a non-invasive measurement system in which an antenna electromagnetically couples with the implanted hardware to sense deflections of the hardware due to an applied load and to investigate the efficacy of the system to detect changes in mechanical load-sharing in an ex vivo fracture healing model. The measurement system was applied to ovine metatarsal bones treated with osteotomies, resulting in four different levels of bone stability which simulated various degrees of fracture healing. Computational finite element simulations supplemented these ex vivo experiments to compare the osteotomy model of fracture healing to a more clinically applicable callus stiffening model of healing. In the ex vivo experiments, the electromagnetic coupling system detected significant differences between the four simulated degrees of healing with good repeatability. Computational simulations indicated that the experimental model of fracture healing provided a good surrogate for studying healing during the early time period as the callus stiffness is increasing as well as when diagnostic monitoring of the healing process is most critical. Based upon the data reported herein, the direct electromagnetic coupling method holds strong potential for clinical assessments and predictions of fracture healing. © 2019 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res.
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Affiliation(s)
- Kevin M Labus
- Orthopaedic Bioengineering Research Laboratory, Department of Mechanical Engineering and School of Biomedical Engineering, Colorado State University, 1374 Campus Delivery, Fort Collins, ColoradoColorado, 80523-137
| | - Conor Sutherland
- Orthopaedic Bioengineering Research Laboratory, Department of Mechanical Engineering and School of Biomedical Engineering, Colorado State University, 1374 Campus Delivery, Fort Collins, ColoradoColorado, 80523-137
| | - Branislav M Notaros
- Department of Electrical and Computer Engineering, Colorado State University, Fort Collins, ColoradoColorado
| | - Milan M Ilić
- School of Electrical Engineering, University of Belgrade, Belgrade, Serbia
| | - George Chaus
- Orthopaedic Trauma Surgery, Front Range Orthopaedics and Spine, Longmont, ColoradoColorado
| | - David Keiser
- Department of Orthopaedic Surgery and Musculoskeletal Medicine, Christchurch School of Medicine, University of Otago, Christchurch Central, New Zealand
| | - Christian M Puttlitz
- Orthopaedic Bioengineering Research Laboratory, Department of Mechanical Engineering and School of Biomedical Engineering, Colorado State University, 1374 Campus Delivery, Fort Collins, ColoradoColorado, 80523-137
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12
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Easley J, Puttlitz CM, Seim H, Ramo N, Abjornson C, Cammisa FP, McGilvray KC. Biomechanical and histologic assessment of a novel screw retention technology in an ovine lumbar fusion model. Spine J 2018; 18:2302-2315. [PMID: 30075298 DOI: 10.1016/j.spinee.2018.07.021] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Revised: 07/24/2018] [Accepted: 07/24/2018] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Screw loosening is a prevalent failure mode in orthopedic hardware, particularly in osteoporotic bone or revision procedures where the screw-bone engagement is limited. PURPOSE The objective of this study was to evaluate the efficacy of a novel screw retention technology (SRT) in an ovine lumbar fusion model. STUDY DESIGN/SETTING This was a biomechanical, radiographic, and histologic study utilizing an ovine lumbar spine model. METHODS In total, 54 (n=54) sheep lumbar spines (L2-L3) underwent posterior lumbar fusion (PLF) via pedicle screw fixation, connecting rod, and bone graft. Following three experimental variants were investigated: positive control (ideal clinical scenario), negative control (simulation of compromised screw holes), and SRT treatments. Biomechanical and histologic analyses of the functional spinal unit (FSU) were determined as a function of healing time (0, 3, and 12 months postoperative). RESULTS Screw pull-out, screw break-out, and FSU stability of the SRT treatments were generally equivalent to the positive control group and considerably better than the negative control group. Histomorphology of the SRT treatment screw region of interest (ROI) observed an increase in bone percentage and decrease in void space during healing, consistent with ingrowth at the implant interface. The PLF ROI observed similar bone percentage throughout healing between the SRT treatment and positive control. Less bone formation was observed for the negative control. CONCLUSIONS The results of this study demonstrate that the SRT improved screw retention and afforded effective FSU stabilization to achieve solid fusion in an otherwise compromised fixation scenario in a large animal model.
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Affiliation(s)
- Jeremiah Easley
- Preclinical Surgical Research Laboratory, Colorado State University, Fort Collins, CO, USA
| | - Christian M Puttlitz
- Orthopaedic Bioengineering Research Laboratory, Department of Mechanical Engineering, Colorado State University, 1374 Campus Delivery, Fort Collins, CO 80523-1374, USA
| | - Howard Seim
- Preclinical Surgical Research Laboratory, Colorado State University, Fort Collins, CO, USA
| | - Nicole Ramo
- Orthopaedic Bioengineering Research Laboratory, Department of Mechanical Engineering, Colorado State University, 1374 Campus Delivery, Fort Collins, CO 80523-1374, USA
| | - Celeste Abjornson
- Integrated Spine Research Program, Hospital for Special Surgery, New York, NY, USA
| | - Frank P Cammisa
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY, USA
| | - Kirk C McGilvray
- Orthopaedic Bioengineering Research Laboratory, Department of Mechanical Engineering, Colorado State University, 1374 Campus Delivery, Fort Collins, CO 80523-1374, USA.
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13
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McGilvray KC, Easley J, Seim HB, Regan D, Berven SH, Hsu WK, Mroz TE, Puttlitz CM. Bony ingrowth potential of 3D-printed porous titanium alloy: a direct comparison of interbody cage materials in an in vivo ovine lumbar fusion model. Spine J 2018; 18:1250-1260. [PMID: 29496624 PMCID: PMC6388616 DOI: 10.1016/j.spinee.2018.02.018] [Citation(s) in RCA: 113] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2017] [Revised: 01/29/2018] [Accepted: 02/16/2018] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT There is significant variability in the materials commonly used for interbody cages in spine surgery. It is theorized that three-dimensional (3D)-printed interbody cages using porous titanium material can provide more consistent bone ingrowth and biological fixation. PURPOSE The purpose of this study was to provide an evidence-based approach to decision-making regarding interbody materials for spinal fusion. STUDY DESIGN A comparative animal study was performed. METHODS A skeletally mature ovine lumbar fusion model was used for this study. Interbody fusions were performed at L2-L3 and L4-L5 in 27 mature sheep using three different interbody cages (ie, polyetheretherketone [PEEK], plasma sprayed porous titanium-coated PEEK [PSP], and 3D-printed porous titanium alloy cage [PTA]). Non-destructive kinematic testing was performed in the three primary directions of motion. The specimens were then analyzed using micro-computed tomography (µ-CT); quantitative measures of the bony fusion were performed. Histomorphometric analyses were also performed in the sagittal plane through the interbody device. Outcome parameters were compared between cage designs and time points. RESULTS Flexion-extension range of motion (ROM) was statistically reduced for the PTA group compared with the PEEK cages at 16 weeks (p-value=.02). Only the PTA cages demonstrated a statistically significant decrease in ROM and increase in stiffness across all three loading directions between the 8-week and 16-week sacrifice time points (p-value≤.01). Micro-CT data demonstrated significantly greater total bone volume within the graft window for the PTA cages at both 8 weeks and 16 weeks compared with the PEEK cages (p-value<.01). CONCLUSIONS A direct comparison of interbody implants demonstrates significant and measurable differences in biomechanical, µ-CT, and histologic performance in an ovine model. The 3D-printed porous titanium interbody cage resulted in statistically significant reductions in ROM, increases in the bone ingrowth profile, as well as average construct stiffness compared with PEEK and PSP.
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Affiliation(s)
- Kirk C. McGilvray
- Department of Mechanical Engineering and School of Biomedical Engineering, Orthopaedic Bioengineering Research Laboratory, Colorado State University, 1374 Campus Delivery, 200 W Lake St, Fort Collins, CO 80523, USA,Corresponding author. Orthopaedic Bioengineering Research Laboratory, Department of Mechanical Engineering and School of Biomedical Engineering, Colorado State University, 1374 Campus Delivery, 200 W Lake St, Fort Collins, CO 80523, USA. Tel.: + 9702970343
| | - Jeremiah Easley
- Preclinical Surgical Research Laboratory (PSRL), Colorado State University, 300 W Drake Rd, Fort Collins, CO 80525, USA
| | - Howard B. Seim
- Preclinical Surgical Research Laboratory (PSRL), Colorado State University, 300 W Drake Rd, Fort Collins, CO 80525, USA
| | - Daniel Regan
- Department of Mechanical Engineering and School of Biomedical Engineering, Orthopaedic Bioengineering Research Laboratory, Colorado State University, 1374 Campus Delivery, 200 W Lake St, Fort Collins, CO 80523, USA
| | - Sigurd H. Berven
- Department of Orthopedic Surgery, University of California San Francisco, San Francisco, CA 94142, USA
| | - Wellington K. Hsu
- Feinberg School of Medicine, Northwestern University, 420 E Superior St, Chicago, IL 60611, USA
| | - Thomas E. Mroz
- The Cleveland Clinic, 9500 Euclid Ave, Cleveland, OH 44195, USA
| | - Christian M. Puttlitz
- Department of Mechanical Engineering and School of Biomedical Engineering, Orthopaedic Bioengineering Research Laboratory, Colorado State University, 1374 Campus Delivery, 200 W Lake St, Fort Collins, CO 80523, USA
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14
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Gadomski BC, McGilvray KC, Easley JT, Palmer RH, Jiao J, Li X, Qin YX, Puttlitz CM. An investigation of shock wave therapy and low-intensity pulsed ultrasound on fracture healing under reduced loading conditions in an ovine model. J Orthop Res 2018; 36:921-929. [PMID: 28762588 DOI: 10.1002/jor.23666] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2017] [Accepted: 07/21/2017] [Indexed: 02/04/2023]
Abstract
The use of shock wave therapy (SWT) and low-intensity pulsed ultrasound (LIPUS) as countermeasures to the inhibited fracture healing experienced during mechanical unloading was investigated by administering treatment to the fracture sites of mature, female, Rambouillet Columbian ewes exposed to partial mechanical unloading or full gravitational loading. The amount of fracture healing experienced by the treatment groups was compared to controls in which identical surgical and testing protocols were administered except for SWT or LIPUS treatment. All groups were euthanized after a 28-day healing period. In vivo mechanical measurements demonstrated no significant alteration in fixation plate strains between treatments within either partial unloading group. Similarly, DXA BMD and 4-point bending stiffness were not significantly altered following either treatment. μCT analyses demonstrated lower callus bone volume for treated animals (SWT and LIPUS, p < 0.01) in the full gravity group but not between reduced loading groups. Callus osteoblast numbers as well as mineralized surface and bone formation rate were significantly elevated to the level of the full gravity groups in the reduced loading groups following both SWT and LIPUS. Although no increase in 4-week mechanical strength was observed, it is possible that an increase in the overall rate of fracture healing (i.e., callus strength) may be experienced at longer time points under partial loading conditions given the increase in osteoblast numbers and bone formation parameters following SWT and LIPUS. © 2017 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 36:921-929, 2018.
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Affiliation(s)
- Benjamin C Gadomski
- Orthopaedic Bioengineering Research Laboratory, Department of Mechanical Engineering and School of Biomedical Engineering, Colorado State University, Ft Collins, Colorado
| | - Kirk C McGilvray
- Orthopaedic Bioengineering Research Laboratory, Department of Mechanical Engineering and School of Biomedical Engineering, Colorado State University, Ft Collins, Colorado
| | - Jeremiah T Easley
- Preclinical Surgical Research Laboratory, Department of Clinical Sciences, Colorado State University, Ft Collins, Colorado
| | - Ross H Palmer
- Preclinical Surgical Research Laboratory, Department of Clinical Sciences, Colorado State University, Ft Collins, Colorado
| | - Jian Jiao
- Orthopaedic Bioengineering Research Laboratory, Department of Biomedical Engineering, Stony Brook University, Stony Brook, New York
| | - Xiaofei Li
- Orthopaedic Bioengineering Research Laboratory, Department of Biomedical Engineering, Stony Brook University, Stony Brook, New York
| | - Yi-Xian Qin
- Orthopaedic Bioengineering Research Laboratory, Department of Biomedical Engineering, Stony Brook University, Stony Brook, New York
| | - Christian M Puttlitz
- Orthopaedic Bioengineering Research Laboratory, Department of Mechanical Engineering and School of Biomedical Engineering, Colorado State University, Ft Collins, Colorado
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Towards human exploration of space: the THESEUS review series on muscle and bone research priorities. NPJ Microgravity 2017. [PMID: 28649630 PMCID: PMC5445590 DOI: 10.1038/s41526-017-0013-0] [Citation(s) in RCA: 83] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Without effective countermeasures, the musculoskeletal system is altered by the microgravity environment of long-duration spaceflight, resulting in atrophy of bone and muscle tissue, as well as in deficits in the function of cartilage, tendons, and vertebral disks. While inflight countermeasures implemented on the International Space Station have evidenced reduction of bone and muscle loss on low-Earth orbit missions of several months in length, important knowledge gaps must be addressed in order to develop effective strategies for managing human musculoskeletal health on exploration class missions well beyond Earth orbit. Analog environments, such as bed rest and/or isolation environments, may be employed in conjunction with large sample sizes to understand sex differences in countermeasure effectiveness, as well as interaction of exercise with pharmacologic, nutritional, immune system, sleep and psychological countermeasures. Studies of musculoskeletal biomechanics, involving both human subject and computer simulation studies, are essential to developing strategies to avoid bone fractures or other injuries to connective tissue during exercise and extravehicular activities. Animal models may be employed to understand effects of the space environment that cannot be modeled using human analog studies. These include studies of radiation effects on bone and muscle, unraveling the effects of genetics on bone and muscle loss, and characterizing the process of fracture healing in the mechanically unloaded and immuno-compromised spaceflight environment. In addition to setting the stage for evidence-based management of musculoskeletal health in long-duration space missions, the body of knowledge acquired in the process of addressing this array of scientific problems will lend insight into the understanding of terrestrial health conditions such as age-related osteoporosis and sarcopenia.
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16
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Gadomski BC, Lerner ZF, Browning RC, Easley JT, Palmer RH, Puttlitz CM. Computational characterization of fracture healing under reduced gravity loading conditions. J Orthop Res 2016; 34:1206-15. [PMID: 26704186 DOI: 10.1002/jor.23143] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2015] [Accepted: 12/21/2015] [Indexed: 02/04/2023]
Abstract
The literature is deficient with regard to how the localized mechanical environment of skeletal tissue is altered during reduced gravitational loading and how these alterations affect fracture healing. Thus, a finite element model of the ovine hindlimb was created to characterize the local mechanical environment responsible for the inhibited fracture healing observed under experimental simulated hypogravity conditions. Following convergence and verification studies, hydrostatic pressure and strain within a diaphyseal fracture of the metatarsus were evaluated for models under both 1 and 0.25 g loading environments and compared to results of a related in vivo study. Results of the study suggest that reductions in hydrostatic pressure and strain of the healing fracture for animals exposed to reduced gravitational loading conditions contributed to an inhibited healing process, with animals exposed to the simulated hypogravity environment subsequently initiating an intramembranous bone formation process rather than the typical endochondral ossification healing process experienced by animals healing in a 1 g gravitational environment. © 2015 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 34:1206-1215, 2016.
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Affiliation(s)
- Benjamin C Gadomski
- Department of Mechanical Engineering, School of Biomedical Engineering, Orthopaedic Research Laboratory, Colorado State University, Ft Collins, Colorado
| | - Zachary F Lerner
- Department of Health and Exercise Science, School of Biomedical Engineering, Physical Activity Laboratory, Colorado State University, Ft Collins, Colorado
| | - Raymond C Browning
- Department of Health and Exercise Science, School of Biomedical Engineering, Physical Activity Laboratory, Colorado State University, Ft Collins, Colorado
| | - Jeremiah T Easley
- Department of Clinical Sciences, Preclinical Surgical Research Laboratory, Colorado State University, Ft Collins, Colorado
| | - Ross H Palmer
- Department of Clinical Sciences, Preclinical Surgical Research Laboratory, Colorado State University, Ft Collins, Colorado
| | - Christian M Puttlitz
- Department of Mechanical Engineering, School of Biomedical Engineering, Orthopaedic Research Laboratory, Colorado State University, Ft Collins, Colorado
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17
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Lerner ZF, Gadomski BC, Ipson AK, Haussler KK, Puttlitz CM, Browning RC. Modulating tibiofemoral contact force in the sheep hind limb via treadmill walking: Predictions from an opensim musculoskeletal model. J Orthop Res 2015; 33:1128-33. [PMID: 25721318 DOI: 10.1002/jor.22829] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2014] [Accepted: 01/15/2015] [Indexed: 02/04/2023]
Abstract
Sheep are a predominant animal model used to study a variety of orthopedic conditions. Understanding and controlling the in-vivo loading environment in the sheep hind limb is often necessary for investigations relating to bone and joint mechanics. The purpose of this study was to develop a musculoskeletal model of an adult sheep hind limb and investigate the effects of treadmill walking speed on muscle and joint contact forces. We constructed the skeletal geometry of the model from computed topography images. Dual-energy x-ray absorptiometry was utilized to establish the inertial properties of each model segment. Detailed dissection and tendon excursion experiments established the requisite muscle lines of actions. We used OpenSim and experimentally-collected marker trajectories and ground reaction forces to quantify muscle and joint contact forces during treadmill walking at 0.25 m• s(-1) and 0.75 m• s(-1) . Peak compressive and anterior-posterior tibiofemoral contact forces were 20% (0.38 BW, p = 0.008) and 37% (0.17 BW, p = 0.040) larger, respectively, at the moderate gait speed relative to the slower speed. Medial-lateral tibiofemoral contact forces were not significantly different. Adjusting treadmill speed appears to be a viable method to modulate compressive and anterior-posterior tibiofemoral contact forces in the sheep hind limb. The musculoskeletal model is freely-available at www.SimTK.org.
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Affiliation(s)
- Zachary F Lerner
- School of Biomedical Engineering, Colorado State University, Fort Collins, Colorado
| | - Benjamin C Gadomski
- School of Biomedical Engineering, Colorado State University, Fort Collins, Colorado
| | - Allison K Ipson
- Department of Health and Exercise Science, Colorado State University, Fort Collins, Colorado
| | - Kevin K Haussler
- School of Biomedical Engineering, Colorado State University, Fort Collins, Colorado.,College of Veterinary Medicine and Biomedical Sciences, Colorado State University, Fort Collins, Colorado
| | - Christian M Puttlitz
- School of Biomedical Engineering, Colorado State University, Fort Collins, Colorado.,Department of Mechanical Engineering, Colorado State University, Fort Collins, Colorado
| | - Raymond C Browning
- School of Biomedical Engineering, Colorado State University, Fort Collins, Colorado.,Department of Health and Exercise Science, Colorado State University, Fort Collins, Colorado
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