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Liang Z, Wu K, Tian T, Mo F. Human head-neck model and its application thresholds: a narrative review. Int J Surg 2025; 111:1042-1070. [PMID: 38990352 PMCID: PMC11745654 DOI: 10.1097/js9.0000000000001941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Accepted: 06/30/2024] [Indexed: 07/12/2024]
Abstract
There have been many studies on human head-neck biomechanical models in the last two decades, and the associated modelling techniques were constantly evolving at the same time. Computational approaches have been widely leveraged, in parallel to conventional physical tests, to investigate biomechanics and injuries of the head-neck system in fields like the automotive industry, orthopedic, sports medicine, etc. The purpose of this manuscript is to provide a global review of the existing knowledge related to the modelling approaches, structural and biomechanical characteristics, validation, and application of the present head-neck models. This endeavor aims to support further enhancements and validations in modelling practices, particularly addressing the lack of data for model validation, as well as to prospect future advances in terms of the topics. Seventy-four models subject to the proposed selection criteria are considered. Based on previously established and validated head-neck computational models, most of the studies performed in-depth investigations of included cases, which revolved around four specific subjects: physiopathology, treatment evaluation, collision condition, and sports injury. Through the review of the recent 20 years of research, the summarized modelling information indicated existing deficiencies and future research topics, as well as provided references for subsequent head-neck model development and application.
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Affiliation(s)
- Ziyang Liang
- State Key Laboratory of Advanced Design and Manufacturing Technology for Vehicle, Hunan University
- Xiangjiang Laboratory, Changsha, Hunan
- Department of Tuina and Spinal Orthopedics in Chinese Medicine, Shenzhen Traditional Chinese Medicine Hospital, The Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen, Guangdong, People’s Republic of China
| | - Ke Wu
- State Key Laboratory of Advanced Design and Manufacturing Technology for Vehicle, Hunan University
- Xiangjiang Laboratory, Changsha, Hunan
| | - Tengfei Tian
- State Key Laboratory of Advanced Design and Manufacturing Technology for Vehicle, Hunan University
- Xiangjiang Laboratory, Changsha, Hunan
| | - Fuhao Mo
- State Key Laboratory of Advanced Design and Manufacturing Technology for Vehicle, Hunan University
- Xiangjiang Laboratory, Changsha, Hunan
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Holzinger T, Cazzola D, Sagl B. Development, calibration and validation of impact-specific cervical spine models: A novel approach using hybrid multibody and finite-element methods. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2024; 257:108430. [PMID: 39316957 DOI: 10.1016/j.cmpb.2024.108430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Revised: 08/16/2024] [Accepted: 09/15/2024] [Indexed: 09/26/2024]
Abstract
BACKGROUND AND OBJECTIVE Spinal cord injuries can have a severe impact on athletes' or patients' lives. High axial impact scenarios like tackling and scrummaging can cause hyperflexion and buckling of the cervical spine, which is often connected with bilateral facet dislocation. Typically, finite-element (FE) or musculoskeletal models are applied to investigate these scenarios, however, they have the drawbacks of high computational cost and lack of soft tissue information, respectively. Moreover, material properties of the involved tissues are commonly tested in quasi-static conditions, which do not accurately capture the mechanical behavior during impact scenarios. Thus, the aim of this study was to develop, calibrate and validate an approach for the creation of impact-specific hybrid, rigid body - finite-element spine models for high-dynamic axial impact scenarios. METHODS Five porcine cervical spine models were used to replicate in-vitro experiments to calibrate stiffness and damping parameters of the intervertebral joints by matching the kinematics of the in-vitro with the in-silico experiments. Afterwards, a five-fold cross-validation was conducted. Additionally, the von Mises stress of the lumped FE-discs was investigated during impact. RESULTS The results of the calibration and validation of our hybrid approach agree well with the in-vitro experiments. The stress maps of the lumped FE-discs showed that the highest stress of the most superior lumped disc was located anterior while the remaining lumped discs had their maximum in the posterior portion. CONCLUSION Our hybrid method demonstrated the importance of impact-specific modeling. Overall, our hybrid modeling approach enhances the possibilities of identifying spine injury mechanisms by facilitating dynamic, impact-specific computational models.
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Affiliation(s)
- Thomas Holzinger
- Competence Center Artificial Intelligence, University Clinic of Dentistry, Medical University of Vienna, Vienna, 1090, Austria; Center for Clinical Research, University Clinic of Dentistry, Medical University of Vienna, Vienna, 1090, Austria
| | - Dario Cazzola
- Department for Health, University of Bath, Bath, BA2 7AY, United Kingdom; Centre for the Analysis of Motion, Entertainment Research and Applications, University of Bath, Bath, BA2 7AY, United Kingdom; Centre for Health and Injury and Illness Prevention in Sport, University of Bath, Bath, BA2 7AY, United Kingdom
| | - Benedikt Sagl
- Competence Center Artificial Intelligence, University Clinic of Dentistry, Medical University of Vienna, Vienna, 1090, Austria; Center for Clinical Research, University Clinic of Dentistry, Medical University of Vienna, Vienna, 1090, Austria.
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Fang N, Wang Z, Jiang J, Yang A, Mao T, Wang Z, Chen Q. Nonsurgical therapy for lumbar spinal stenosis caused by ligamentum flavum hypertrophy: A review. Medicine (Baltimore) 2024; 103:e38782. [PMID: 38968524 PMCID: PMC11224896 DOI: 10.1097/md.0000000000038782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Accepted: 06/11/2024] [Indexed: 07/07/2024] Open
Abstract
Lumbar spinal stenosis (LSS) can cause a range of cauda equina symptoms, including lower back and leg pain, numbness, and intermittent claudication. This disease affects approximately 103 million people worldwide, particularly the elderly, and can seriously compromise their health and well-being. Ligamentum flavum hypertrophy (LFH) is one of the main contributing factors to this disease. Surgical treatment is currently recommended for LSS caused by LFH. For patients who do not meet the criteria for surgery, symptom relief can be achieved by using oral nonsteroidal anti-inflammatory drugs (NSAIDs) and epidural steroid injections. Exercise therapy and needle knife can also help to reduce the effects of mechanical stress. However, the effectiveness of these methods varies, and targeting the delay in LF hypertrophy is challenging. Therefore, further research and development of new drugs is necessary to address this issue. Several new drugs, including cyclopamine and N-acetyl-l-cysteine, are currently undergoing testing and may serve as new treatments for LSS caused by LFH.
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Affiliation(s)
- Nan Fang
- College of Acupuncture & Orthopedics, Hubei University of Chinese Medicine, Wuhan, China
- Department of Orthopedics & Traumatology, Hubei Provincial Hospital of TCM, Wuhan, China
| | - Zhigang Wang
- Department of Orthopedics & Traumatology, Hubei Provincial Hospital of TCM, Wuhan, China
- Department of Orthopedics & Traumatology, Affiliated Hospital of Hubei University of Chinese Medicine, Wuhan, China
| | - Jiecheng Jiang
- College of Acupuncture & Orthopedics, Hubei University of Chinese Medicine, Wuhan, China
- Department of Orthopedics & Traumatology, Hubei Provincial Hospital of TCM, Wuhan, China
| | - Aofei Yang
- Department of Orthopedics & Traumatology, Hubei Provincial Hospital of TCM, Wuhan, China
- Department of Orthopedics & Traumatology, Affiliated Hospital of Hubei University of Chinese Medicine, Wuhan, China
| | - Tian Mao
- Department of Orthopedics & Traumatology, Hubei Provincial Hospital of TCM, Wuhan, China
- Department of Orthopedics & Traumatology, Affiliated Hospital of Hubei University of Chinese Medicine, Wuhan, China
| | - Zitong Wang
- College of Acupuncture & Orthopedics, Hubei University of Chinese Medicine, Wuhan, China
- Department of Orthopedics & Traumatology, Hubei Provincial Hospital of TCM, Wuhan, China
| | - Qian Chen
- College of Acupuncture & Orthopedics, Hubei University of Chinese Medicine, Wuhan, China
- Department of Orthopedics & Traumatology, Hubei Provincial Hospital of TCM, Wuhan, China
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Huneidi M, Bailly N, Farah K, May A, Arnoux PJ, Fuentes S. Iatrogenic vertebral fracture in ankylosed spine during liver transplantation: a case report and biomechanical study using finite element method. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2024; 33:1332-1339. [PMID: 38172415 DOI: 10.1007/s00586-023-08103-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2023] [Revised: 10/31/2023] [Accepted: 12/11/2023] [Indexed: 01/05/2024]
Abstract
PURPOSE The occurrence of an iatrogenic vertebral fracture during non-spinal digestive surgery is an exceptional event that has not been previously documented. Our study aims to explain the occurrence of this fracture from a biomechanical perspective, given its rarity. Using a finite element model of the spine, we will evaluate the strength required to induce a vertebral fracture through a hyperextension mechanism, considering the structure of the patient's spine, whether it is ossified or healthy. METHODS A 70-year-old patient was diagnosed T12 fracture during a liver transplantation on ankylosed spine. We use a finite element model of the spine. Different mechanical properties were applied to the spine model: first to a healthy spine, the second to a osteoporotic ossified spine. The displacement and force imposed at the Sacrum, the time and location of fractures initiation were recorded and compared between the two spine conditions. RESULTS A surgical treatment is done associating decompression with posterior fixation. After biomechanical study, we found that the fracture initiation occurred for the ossified spine after a sacrum displacement of 29 mm corresponding to an applied force of 65 N. For the healthy spine it occurred at a sacrum displacement of 52 mm corresponding to an applied force of 350 N. CONCLUSION The force required to produce a type B fracture in an ankylosed spine is 5 times less than in a healthy spine. These data enable us to propose several points of management to avoid unexpected complications with ankylosed spines during surgical procedures. LEVEL OF EVIDENCE IV.
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Affiliation(s)
- Maxime Huneidi
- Département de Chirurgie Rachidienne, Hôpital Pellegrin, Place Amélie Raba Léon, 33076, Bordeaux, CHU Bordeaux, France.
| | - Nicolas Bailly
- Laboratoire de Biomécanique Appliquée, UMRT24 IFSTTAR- Université de la Méditerranée, 13916, Marseille Cedex 20, France
| | - Kaissar Farah
- Département de Neurochirurgie, Hôpital de la Timone, Assistance Publique des Hôpitaux de Marseille, 264 Rue Saint Pierre, 13005, Marseille, France
| | - Adrien May
- Département de Neurochirurgie, Hôpital de la Timone, Assistance Publique des Hôpitaux de Marseille, 264 Rue Saint Pierre, 13005, Marseille, France
| | - Pierre-Jean Arnoux
- Laboratoire de Biomécanique Appliquée, UMRT24 IFSTTAR- Université de la Méditerranée, 13916, Marseille Cedex 20, France
| | - Stéphane Fuentes
- Département de Neurochirurgie, Hôpital de la Timone, Assistance Publique des Hôpitaux de Marseille, 264 Rue Saint Pierre, 13005, Marseille, France
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Davies B, Schaefer S, Rafati Fard A, Newcombe V, Sutcliffe M. Finite Element Analysis for Degenerative Cervical Myelopathy: Scoping Review of the Current Findings and Design Approaches, Including Recommendations on the Choice of Material Properties. JMIR BIOMEDICAL ENGINEERING 2024; 9:e48146. [PMID: 38875683 PMCID: PMC11041437 DOI: 10.2196/48146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 10/31/2023] [Accepted: 02/15/2024] [Indexed: 06/16/2024] Open
Abstract
BACKGROUND Degenerative cervical myelopathy (DCM) is a slow-motion spinal cord injury caused via chronic mechanical loading by spinal degenerative changes. A range of different degenerative changes can occur. Finite element analysis (FEA) can predict the distribution of mechanical stress and strain on the spinal cord to help understand the implications of any mechanical loading. One of the critical assumptions for FEA is the behavior of each anatomical element under loading (ie, its material properties). OBJECTIVE This scoping review aims to undertake a structured process to select the most appropriate material properties for use in DCM FEA. In doing so, it also provides an overview of existing modeling approaches in spinal cord disease and clinical insights into DCM. METHODS We conducted a scoping review using qualitative synthesis. Observational studies that discussed the use of FEA models involving the spinal cord in either health or disease (including DCM) were eligible for inclusion in the review. We followed the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidelines. The MEDLINE and Embase databases were searched to September 1, 2021. This was supplemented with citation searching to retrieve the literature used to define material properties. Duplicate title and abstract screening and data extraction were performed. The quality of evidence was appraised using the quality assessment tool we developed, adapted from the Newcastle-Ottawa Scale, and shortlisted with respect to DCM material properties, with a final recommendation provided. A qualitative synthesis of the literature is presented according to the Synthesis Without Meta-Analysis reporting guidelines. RESULTS A total of 60 papers were included: 41 (68%) "FEA articles" and 19 (32%) "source articles." Most FEA articles (33/41, 80%) modeled the gray matter and white matter separately, with models typically based on tabulated data or, less frequently, a hyperelastic Ogden variant or linear elastic function. Of the 19 source articles, 14 (74%) were identified as describing the material properties of the spinal cord, of which 3 (21%) were considered most relevant to DCM. Of the 41 FEA articles, 15 (37%) focused on DCM, of which 9 (60%) focused on ossification of the posterior longitudinal ligament. Our aggregated results of DCM FEA indicate that spinal cord loading is influenced by the pattern of degenerative changes, with decompression alone (eg, laminectomy) sufficient to address this as opposed to decompression combined with other procedures (eg, laminectomy and fusion). CONCLUSIONS FEA is a promising technique for exploring the pathobiology of DCM and informing clinical care. This review describes a structured approach to help future investigators deploy FEA for DCM. However, there are limitations to these recommendations and wider uncertainties. It is likely that these will need to be overcome to support the clinical translation of FEA to DCM.
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Affiliation(s)
- Benjamin Davies
- Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Samuel Schaefer
- Department of Engineering, University of Cambridge, Cambridge, United Kingdom
| | - Amir Rafati Fard
- Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Virginia Newcombe
- Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Michael Sutcliffe
- Department of Engineering, University of Cambridge, Cambridge, United Kingdom
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Yang YT, Zhu SJ, Xu ML, Zheng LD, Cao YT, Yuan Q, Zhang K, Zhu R. The biomechanical effect of different types of ossification of the ligamentum flavum on the spinal cord during cervical dynamic activities. Med Eng Phys 2023; 121:104062. [PMID: 37985028 DOI: 10.1016/j.medengphy.2023.104062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 08/15/2023] [Accepted: 10/11/2023] [Indexed: 11/22/2023]
Abstract
Ossification of the ligamentum flavum (OLF) is thought to be an influential etiology of myelopathy, as thickened ligamentum flavum causes the stenosis of the vertebral canal, which could subsequently compress the spinal cord. Unfortunately, there was little information available on the effects of cervical OLF on spinal cord compression, such as the relationship between the progression of cervical OLF and nervous system symptoms during dynamic cervical spine activities. In this research, a finite element model of C1-C7 including the spinal cord featured by dynamic fluid-structure interaction was reconstructed and utilized to analyze how different types of cervical OLF affect principal strain and stress distribution in spinal cord during spinal activities towards six directions. For patients with cervical OLF, cervical extension induces higher stress within the spinal cord among all directions. From the perspective of biomechanics, extension leads to stress concentration in the lateral corticospinal tracts or the posterior of gray matter. Low energy damage to the spinal cord would be caused by the high and fluctuating stresses during cervical movements to the affected side for patients with unilateral OLF at lower grades.
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Affiliation(s)
- Yi-Ting Yang
- Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai 200092, China; Key Laboratory of Spine and Spinal Cord Injury Repair and Regeneration of the Ministry of Education, Tongji Hospital, School of Medicine, Tongji University, 389 Xincun Road, Shanghai 200065, China
| | - Shi-Jie Zhu
- Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai 200092, China; Key Laboratory of Spine and Spinal Cord Injury Repair and Regeneration of the Ministry of Education, Tongji Hospital, School of Medicine, Tongji University, 389 Xincun Road, Shanghai 200065, China
| | - Meng-Lei Xu
- Key Laboratory of Spine and Spinal Cord Injury Repair and Regeneration of the Ministry of Education, Tongji Hospital, School of Medicine, Tongji University, 389 Xincun Road, Shanghai 200065, China
| | - Liang-Dong Zheng
- Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai 200092, China; Key Laboratory of Spine and Spinal Cord Injury Repair and Regeneration of the Ministry of Education, Tongji Hospital, School of Medicine, Tongji University, 389 Xincun Road, Shanghai 200065, China
| | - Yu-Ting Cao
- Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai 200092, China; Key Laboratory of Spine and Spinal Cord Injury Repair and Regeneration of the Ministry of Education, Tongji Hospital, School of Medicine, Tongji University, 389 Xincun Road, Shanghai 200065, China
| | - Qing Yuan
- Key Laboratory of Spine and Spinal Cord Injury Repair and Regeneration of the Ministry of Education, Tongji Hospital, School of Medicine, Tongji University, 389 Xincun Road, Shanghai 200065, China
| | - Kai Zhang
- Department of Orthopedics, Shanghai Liqun Hospital, Taopu road 910, Shanghai 200333, China.
| | - Rui Zhu
- Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai 200092, China; Key Laboratory of Spine and Spinal Cord Injury Repair and Regeneration of the Ministry of Education, Tongji Hospital, School of Medicine, Tongji University, 389 Xincun Road, Shanghai 200065, China.
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Singhal I, Harinathan B, Warraich A, Purushothaman Y, Budde MD, Yoganandan N, Vedantam A. Finite element modeling of the human cervical spinal cord and its applications: A systematic review. NORTH AMERICAN SPINE SOCIETY JOURNAL 2023; 15:100246. [PMID: 37636342 PMCID: PMC10448221 DOI: 10.1016/j.xnsj.2023.100246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 07/01/2023] [Accepted: 07/23/2023] [Indexed: 08/29/2023]
Abstract
Background Context Finite element modeling (FEM) is an established tool to analyze the biomechanics of complex systems. Advances in computational techniques have led to the increasing use of spinal cord FEMs to study cervical spinal cord pathology. There is considerable variability in the creation of cervical spinal cord FEMs and to date there has been no systematic review of the technique. The aim of this study was to review the uses, techniques, limitations, and applications of FEMs of the human cervical spinal cord. Methods A literature search was performed through PubMed and Scopus using the words finite element analysis, spinal cord, and biomechanics. Studies were selected based on the following inclusion criteria: (1) use of human spinal cord modeling at the cervical level; (2) model the cervical spinal cord with or without the osteoligamentous spine; and (3) the study should describe an application of the spinal cord FEM. Results Our search resulted in 369 total publications, 49 underwent reviews of the abstract and full text, and 23 were included in the study. Spinal cord FEMs are used to study spinal cord injury and trauma, pathologic processes, and spine surgery. Considerable variation exists in the derivation of spinal cord geometries, mathematical models, and material properties. Less than 50% of the FEMs incorporate the dura mater, cerebrospinal fluid, nerve roots, and denticulate ligaments. Von Mises stress, and strain of the spinal cord are the most common outputs studied. FEM offers the opportunity for dynamic simulation, but this has been used in only four studies. Conclusions Spinal cord FEM provides unique insight into the stress and strain of the cervical spinal cord in various pathological conditions and allows for the simulation of surgical procedures. Standardization of modeling parameters, anatomical structures and inclusion of patient-specific data are necessary to improve the clinical translation.
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Affiliation(s)
- Ishan Singhal
- Department of Neurosurgery, Medical College of Wisconsin, 9200 W Wisconsin Ave, Milwaukee, WI 53226, United States
| | - Balaji Harinathan
- Department of Neurosurgery, Medical College of Wisconsin, 9200 W Wisconsin Ave, Milwaukee, WI 53226, United States
| | - Ali Warraich
- University of Chicago, 1413 East 57 St, Chicago, IL 60637, United States
| | - Yuvaraj Purushothaman
- Department of Neurosurgery, Medical College of Wisconsin, 9200 W Wisconsin Ave, Milwaukee, WI 53226, United States
| | - Matthew D. Budde
- Department of Neurosurgery, Medical College of Wisconsin, 9200 W Wisconsin Ave, Milwaukee, WI 53226, United States
| | - Narayan Yoganandan
- Department of Neurosurgery, Medical College of Wisconsin, 9200 W Wisconsin Ave, Milwaukee, WI 53226, United States
| | - Aditya Vedantam
- Department of Neurosurgery, Medical College of Wisconsin, 9200 W Wisconsin Ave, Milwaukee, WI 53226, United States
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Cavelier S, Quarrington RD, Jones CF. Tensile properties of human spinal dura mater and pericranium. JOURNAL OF MATERIALS SCIENCE. MATERIALS IN MEDICINE 2022; 34:4. [PMID: 36586044 PMCID: PMC9805418 DOI: 10.1007/s10856-022-06704-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/10/2022] [Accepted: 11/15/2022] [Indexed: 06/17/2023]
Abstract
Autologous pericranium is a promising dural graft material. An optimal graft should exhibit similar mechanical properties to the native dura, but the mechanical properties of human pericranium have not been characterized, and studies of the biomechanical performance of human spinal dura are limited. The primary aim of this study was to measure the tensile structural and material properties of the pericranium, in the longitudinal and circumferential directions, and of the dura in each spinal region (cervical, thoracic and lumbar) and in three directions (longitudinal anterior and posterior, and circumferential). The secondary aim was to determine corresponding constitutive stress-strain equations using a one-term Ogden model. A total of 146 specimens were tested from 7 cadavers. Linear regression models assessed the effect of tissue type, region, and orientation on the structural and material properties. Pericranium was isotropic, while spinal dura was anisotropic with higher stiffness and strength in the longitudinal than the circumferential direction. Pericranium had lower strength and modulus than spinal dura across all regions in the longitudinal direction but was stronger and stiffer than dura in the circumferential direction. Spinal dura and pericranium had similar strain at peak force, toe, and yield, across all regions and directions. Human pericranium exhibits isotropic mechanical behavior that lies between that of the longitudinal and circumferential spinal dura. Further studies are required to determine if pericranium grafts behave like native dura under in vivo loading conditions. The Ogden parameters reported may be used for computational modeling of the central nervous system. Graphical abstract.
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Affiliation(s)
- Sacha Cavelier
- Adelaide Spinal Research Group, Centre for Orthopaedic & Trauma Research, Adelaide Medical School, The University of Adelaide, Adelaide, SA, 5005, Australia
- Department of Mechanical Engineering, McGill University, Montréal, QC, H3A 0C3, Canada
| | - Ryan D Quarrington
- Adelaide Spinal Research Group, Centre for Orthopaedic & Trauma Research, Adelaide Medical School, The University of Adelaide, Adelaide, SA, 5005, Australia
- School of Mechanical Engineering, The University of Adelaide, Adelaide, SA, 5005, Australia
| | - Claire F Jones
- Adelaide Spinal Research Group, Centre for Orthopaedic & Trauma Research, Adelaide Medical School, The University of Adelaide, Adelaide, SA, 5005, Australia.
- School of Mechanical Engineering, The University of Adelaide, Adelaide, SA, 5005, Australia.
- Department of Orthopaedics and Trauma, Royal Adelaide Hospital, Adelaide, SA, 5000, Australia.
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Liang Z, Mo F, Zheng Z, Li Y, Tian Y, Jiang X, Liu T. Quantitative cervical spine injury responses in whiplash loading with a numerical method of natural neural reflex consideration. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2022; 219:106761. [PMID: 35344767 DOI: 10.1016/j.cmpb.2022.106761] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 03/07/2022] [Accepted: 03/15/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND AND OBJECTIVE Neural reflex is hypothesized as a regulating step in spine stabilizing system. However, neural reflex control is still in its infancy to consider in the previous finite element analysis of head-neck system for various applications. The purpose of this study is to investigate the influences of neural reflex control on neck biomechanical responses, then provide a new way to achieve an accurate biomechanical analysis for head-neck system with a finite element model. METHODS A new FE head-neck model with detailed active muscles and spinal cord modeling was established and globally validated at multi-levels. Then, it was coupled with our previously developed neuromuscular head-neck model to analyze the effects of vestibular and proprioceptive reflexes on biomechanical responses of head-neck system in a typical spinal injury loading condition (whiplash). The obtained effects were further analyzed by comparing a review of epidemiologic data on cervical spine injury situations. RESULT The results showed that the active model (AM) with neural reflex control obviously presented both rational head-neck kinematics and tissue injury risk referring to the previous experimental and epidemiologic studies, when compared with the passive model (PM) without it. Tissue load concentration locations as well as stress/strain levels were both changed due to the muscle activation forces caused by neural reflex control during the whole loading process. For the bony structures, the AM showed a peak stress level accounting for only about 25% of the PM. For the discs, the stress concentrated location was transferred from C2-C6 in the PM to C4-C6 in the AM. For the spinal cord, the strain concentrated locations were transferred from C1 segment to around C4 segment when the effects of neural reflex control were implemented, while the gray matter and white matter peak strains were reduced to 1/3 and 1/2 of the PM, respectively. All these were well correlated with epidemiological studies on clinical cervical spine injuries. CONCLUSION In summary, the present work demonstrated necessity of considering neural reflex in FE analysis of a head-neck system as well as our model biofidelity. Overall results also verified the previous hypothesis and further quantitatively indicated that the muscle activation caused by neural reflex is providing a protection for the neck in impact loading by decreasing the strain level and changing the possible injury to lower spinal cord level to reduce injury severity.
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Affiliation(s)
- Ziyang Liang
- College of Mechanical and Vehicle Engineering, Hunan University, Changsha, Hunan 410082, China; Department of Orthopedics, The Second Xiangya Hospital of Central South University, Changsha, Hunan 410011, China
| | - Fuhao Mo
- College of Mechanical and Vehicle Engineering, Hunan University, Changsha, Hunan 410082, China.
| | - Zhefen Zheng
- College of Mechanical and Vehicle Engineering, Hunan University, Changsha, Hunan 410082, China
| | - Yuandong Li
- College of Mechanical and Vehicle Engineering, Hunan University, Changsha, Hunan 410082, China
| | - Ye Tian
- College of Mechanical and Vehicle Engineering, Hunan University, Changsha, Hunan 410082, China
| | - Xiaobing Jiang
- Department of Spine Surgery, Guangzhou University of Chinese medicine, Guangzhou, Guangdong 510405, China
| | - Tang Liu
- Department of Orthopedics, The Second Xiangya Hospital of Central South University, Changsha, Hunan 410011, China
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Rycman A, McLachlin S, Cronin DS. Comparison of numerical methods for cerebrospinal fluid representation and fluid-structure interaction during transverse impact of a finite element spinal cord model. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING 2022; 38:e3570. [PMID: 34997836 DOI: 10.1002/cnm.3570] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 01/04/2022] [Accepted: 01/05/2022] [Indexed: 06/14/2023]
Abstract
Spinal cord impacts can have devastating consequences. Computational models can investigate such impacts but require biofidelic numerical representations of the neural tissues and fluid-structure interaction with cerebrospinal fluid. Achieving this biofidelity is challenging, particularly for efficient implementation of the cerebrospinal fluid in full computational human body models. The goal of this study was to assess the biofidelity and computational efficiency of fluid-structure interaction methods representing the cerebrospinal fluid interacting with the spinal cord, dura, and pia mater using experimental pellet impact test data from bovine spinal cords. Building on an existing finite element model of the spinal cord and pia mater, an orthotropic hyperelastic constitutive model was proposed for the dura mater and fit to literature data. The dura mater and cerebrospinal fluid were integrated with the existing finite element model to assess four fluid-structure interaction methods under transverse impact: Lagrange, pressurized volume, smoothed particle hydrodynamics, and arbitrary Lagrangian-Eulerian. The Lagrange method resulted in an overly stiff mechanical response, whereas the pressurized volume method over-predicted compression of the neural tissues. Both the smoothed particle hydrodynamics and arbitrary Lagrangian-Eulerian methods were able to effectively model the impact response of the pellet on the dura mater, outflow of the cerebrospinal fluid, and compression of the spinal cord; however, the arbitrary Lagrangian-Eulerian compute time was approximately five times higher than smoothed particle hydrodynamics. Crucial to implementation in human body models, the smoothed particle hydrodynamics method provided a computationally efficient and representative approach to model spinal cord fluid-structure interaction during transverse impact.
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Affiliation(s)
- Aleksander Rycman
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, Ontario, Canada
| | - Stewart McLachlin
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, Ontario, Canada
| | - Duane S Cronin
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, Ontario, Canada
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Rycman A, McLachlin S, Cronin DS. A Hyper-Viscoelastic Continuum-Level Finite Element Model of the Spinal Cord Assessed for Transverse Indentation and Impact Loading. Front Bioeng Biotechnol 2021; 9:693120. [PMID: 34458242 PMCID: PMC8387872 DOI: 10.3389/fbioe.2021.693120] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 07/15/2021] [Indexed: 11/22/2022] Open
Abstract
Finite Element (FE) modelling of spinal cord response to impact can provide unique insights into the neural tissue response and injury risk potential. Yet, contemporary human body models (HBMs) used to examine injury risk and prevention across a wide range of impact scenarios often lack detailed integration of the spinal cord and surrounding tissues. The integration of a spinal cord in contemporary HBMs has been limited by the need for a continuum-level model owing to the relatively large element size required to be compatible with HBM, and the requirement for model development based on published material properties and validation using relevant non-linear material data. The goals of this study were to develop and assess non-linear material model parameters for the spinal cord parenchyma and pia mater, and incorporate these models into a continuum-level model of the spinal cord with a mesh size conducive to integration in HBM. First, hyper-viscoelastic material properties based on tissue-level mechanical test data for the spinal cord and hyperelastic material properties for the pia mater were determined. Secondly, the constitutive models were integrated in a spinal cord segment FE model validated against independent experimental data representing transverse compression of the spinal cord-pia mater complex (SCP) under quasi-static indentation and dynamic impact loading. The constitutive model parameters were fit to a quasi-linear viscoelastic model with an Ogden hyperelastic function, and then verified using single element test cases corresponding to the experimental strain rates for the spinal cord (0.32–77.22 s−1) and pia mater (0.05 s−1). Validation of the spinal cord model was then performed by re-creating, in an explicit FE code, two independent ex-vivo experimental setups: 1) transverse indentation of a porcine spinal cord-pia mater complex and 2) dynamic transverse impact of a bovine SCP. The indentation model accurately matched the experimental results up to 60% compression of the SCP, while the impact model predicted the loading phase and the maximum deformation (within 7%) of the SCP experimental data. This study quantified the important biomechanical contribution of the pia mater tissue during spinal cord deformation. The validated material models established in this study can be implemented in computational HBM.
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Affiliation(s)
- Aleksander Rycman
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON, Canada
| | - Stewart McLachlin
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON, Canada
| | - Duane S Cronin
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON, Canada
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Beausejour MH, Wagnac E, Arnoux PJ, Mac-Thiong JM, Petit Y. Numerical Investigation of Spinal Cord Injury After Flexion-Distraction Injuries At the Cervical Spine. J Biomech Eng 2021; 144:1115612. [PMID: 34369552 DOI: 10.1115/1.4052003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Indexed: 11/08/2022]
Abstract
Flexion-distraction injuries frequently cause traumatic cervical spinal cord injury (SCI). Post-traumatic instability can cause aggravation of the secondary SCI during patient's care. However, there is little information on how the pattern of disco-ligamentous injury affects the SCI severity and mechanism. This study objective was to analyze how different flexion-distraction disco-ligamentous injuries affect the SCI mechanisms during post-traumatic flexion and extension. A cervical spine finite element model including the spinal cord was used and different combinations of partial or complete intervertebral disc (IVD) rupture and disruption of various posterior ligaments were modeled at C4-C5, C5-C6 or C6-C7. In flexion, complete IVD rupture combined with posterior ligamentous complex rupture was the most severe injury leading to the most extreme von Mises stress (47 to 66 kPa), principal strains p1 (0.32 to 0.41 in white matter) and p3 (-0.78 to -0.96 in white matter) in the spinal cord and to the most important spinal cord compression (35 to 48 %). The main post-trauma SCI mechanism was identified as compression of the anterior white matter at the injured level combined with distraction of the posterior spinal cord during flexion. There was also a concentration of the maximum stresses in the gray matter after injury. Finally, in extension, the injuries tested had little impact on the spinal cord. The capsular ligament was the most important structure in protecting the spinal cord. Its status should be carefully examined during patient's management.
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Affiliation(s)
- Marie-Helene Beausejour
- Department of Mechanical Engineering,École de technologie supérieure; Research Center, Hôpital du Sacré-Coeur de Montréal; International Laboratory on Spine Imaging and Biomechanics; Laboratoire de Biomécanique Appliquée-Université Gustave-Eiffel; Aix-Marseille Université, 1100, rue Notre-Dame Ouest, H3C 1K3, Montreal, Quebec, Canada
| | - Eric Wagnac
- Department of Mechanical Engineering,École de technologie supérieure; Research Center, Hôpital du Sacré-Coeur de Montréal; International Laboratory on Spine Imaging and Biomechanics, 1100, rue Notre-Dame Ouest, H3C 1K3, Montreal, Quebec, Canada
| | - Pierre-Jean Arnoux
- International Laboratory on Spine Imaging and Biomechanics; Laboratoire de Biomécanique Appliquée-Université Gustave-Eiffel; Aix-Marseille Université, Faculté de Médecine Secteur Nord, Boulevard P. Dramard, 13916, Marseille, France
| | - Jean-Marc Mac-Thiong
- Department of Surgery, Medicine Faculty, Université de Montréal; Research Center, Hôpital du Sacré-Coeur de Montréal, 5400, boulevard Gouin Ouest, H4J 1C5, Montreal, Quebec, Canada
| | - Yvan Petit
- Department of Mechanical Engineering,École de technologie supérieure; Research Center, Hôpital du Sacré-Coeur de Montréal; International Laboratory on Spine Imaging and Biomechanics, 1100, rue Notre-Dame Ouest, H3C 1K3, Montreal, Quebec, Canada
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Arhiptsov K, Marom G. Numerical Models of Spinal Cord Trauma: The Effect of Cerebrospinal Fluid Pressure and Epidural Fat on the Results. J Neurotrauma 2021; 38:2176-2185. [PMID: 33971729 DOI: 10.1089/neu.2021.0065] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Spinal cord injury (SCI) is commonly caused by traumatic mechanical damage. Although numerical models can help predict the mechanics of SCI without putting the subjects in danger, previous studies did not focus on alternations in cerebrospinal fluid (CSF) pressure and did not account for the presence of epidural fat. This study aims to numerically compare the mechanical behavior of the human spine when subjected to contusion and burst fracture with varying CSF pressure, either normal or elevated pressure that represents intracranial hypertension. An additional aim is to find out how the presence of the fat in the model affects the SCI calculations. CSF and epidural fat were modeled as smoothed-particle hydrodynamics (SPH) and the soft tissues were modeled as hyperelastic. This approach made it possible to account for CSF pressure alteration and its effect on the cord. Validation models resulted in good correlation with previous numerical and experimental studies. The results were able to capture the fluid dynamics of the CSF while demonstrating a considerable change in the stresses of the spinal cord. The comparison of the CSF pressures demonstrated that SCI in patients with elevated pressure and in regions where insufficient epidural fat exists might lead to higher spinal cord stresses. Yet, in regions with enough fat, the fat can absorb energy and counteract the effect of the elevated pressure. These results indicate important aspects that need to be accounted for in future numerical models of SCI while also demonstrating how the injury might be aggravated by preexisting conditions.
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Affiliation(s)
| | - Gil Marom
- School of Mechanical Engineering, Tel Aviv University, Tel Aviv, Israel
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Sudres P, Evin M, Wagnac E, Bailly N, Diotalevi L, Melot A, Arnoux PJ, Petit Y. Tensile mechanical properties of the cervical, thoracic and lumbar porcine spinal meninges. J Mech Behav Biomed Mater 2021; 115:104280. [PMID: 33395616 DOI: 10.1016/j.jmbbm.2020.104280] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 12/03/2020] [Accepted: 12/12/2020] [Indexed: 10/22/2022]
Abstract
BACKGROUND The spinal meninges play a mechanical protective role for the spinal cord. Better knowledge of the mechanical behavior of these tissues wrapping the cord is required to accurately model the stress and strain fields of the spinal cord during physiological or traumatic motions. Then, the mechanical properties of meninges along the spinal canal are not well documented. The aim of this study was to quantify the elastic meningeal mechanical properties along the porcine spinal cord in both the longitudinal direction and in the circumferential directions for the dura-arachnoid maters complex (DAC) and solely in the longitudinal direction for the pia mater. This analysis was completed in providing a range of isotropic hyperelastic coefficients to take into account the toe region. METHODS Six complete spines (C0 - L5) were harvested from pigs (2-3 months) weighing 43±13 kg. The mechanical tests were performed within 12 h post mortem. A preload of 0.5 N was applied to the pia mater and of 2 N to the DAC samples, followed by 30 preconditioning cycles. Specimens were then loaded to failure at the same strain rate 0.2 mm/s (approximately 0.02/s, traction velocity/length of the sample) up to 12 mm of displacement. RESULTS The following mean values were proposed for the elastic moduli of the spinal meninges. Longitudinal DAC elastic moduli: 22.4 MPa in cervical, 38.1 MPa in thoracic and 36.6 MPa in lumbar spinal levels; circumferential DAC elastic moduli: 20.6 MPa in cervical, 21.2 MPa in thoracic and 12.2 MPa in lumbar spinal levels; and longitudinal pia mater elastic moduli: 18.4 MPa in cervical, 17.2 MPa in thoracic and 19.6 MPa in lumbar spinal levels. DISCUSSION The variety of mechanical properties of the spinal meninges suggests that it cannot be regarded as a homogenous structure along the whole length of the spinal cord.
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Affiliation(s)
- Patrice Sudres
- Laboratoire de Biomécanique Appliquée, UMRT24 AMU/IFSTTAR, Marseille, France; iLab-Spine - Laboratoire International en Imagerie et Biomécanique du Rachis, Marseille, France & Montréal, Canada
| | - Morgane Evin
- Laboratoire de Biomécanique Appliquée, UMRT24 AMU/IFSTTAR, Marseille, France; iLab-Spine - Laboratoire International en Imagerie et Biomécanique du Rachis, Marseille, France & Montréal, Canada.
| | - Eric Wagnac
- Department of Mechanical Engineering, École de Technologie Supérieure, 1100 Notre-Dame Street West, Montréal, Québec H3C 1K3, Canada; Research Center, Hôpital du Sacré-Coeur de Montréal, 5400 Gouin blvd, Montréal Québec, H4J 1C5, Canada; iLab-Spine - Laboratoire International en Imagerie et Biomécanique du Rachis, Marseille, France & Montréal, Canada
| | - Nicolas Bailly
- Department of Mechanical Engineering, École de Technologie Supérieure, 1100 Notre-Dame Street West, Montréal, Québec H3C 1K3, Canada; Research Center, Hôpital du Sacré-Coeur de Montréal, 5400 Gouin blvd, Montréal Québec, H4J 1C5, Canada; iLab-Spine - Laboratoire International en Imagerie et Biomécanique du Rachis, Marseille, France & Montréal, Canada
| | - Lucien Diotalevi
- Department of Mechanical Engineering, École de Technologie Supérieure, 1100 Notre-Dame Street West, Montréal, Québec H3C 1K3, Canada; Research Center, Hôpital du Sacré-Coeur de Montréal, 5400 Gouin blvd, Montréal Québec, H4J 1C5, Canada; iLab-Spine - Laboratoire International en Imagerie et Biomécanique du Rachis, Marseille, France & Montréal, Canada
| | - Anthony Melot
- Laboratoire de Biomécanique Appliquée, UMRT24 AMU/IFSTTAR, Marseille, France; iLab-Spine - Laboratoire International en Imagerie et Biomécanique du Rachis, Marseille, France & Montréal, Canada; Hôpital privé Clairval, Marseille, France
| | - Pierre-Jean Arnoux
- Laboratoire de Biomécanique Appliquée, UMRT24 AMU/IFSTTAR, Marseille, France; iLab-Spine - Laboratoire International en Imagerie et Biomécanique du Rachis, Marseille, France & Montréal, Canada
| | - Yvan Petit
- Department of Mechanical Engineering, École de Technologie Supérieure, 1100 Notre-Dame Street West, Montréal, Québec H3C 1K3, Canada; Research Center, Hôpital du Sacré-Coeur de Montréal, 5400 Gouin blvd, Montréal Québec, H4J 1C5, Canada; iLab-Spine - Laboratoire International en Imagerie et Biomécanique du Rachis, Marseille, France & Montréal, Canada
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Biomechanical comparison of spinal cord compression types occurring in Degenerative Cervical Myelopathy. Clin Biomech (Bristol, Avon) 2021; 81:105174. [PMID: 33279293 DOI: 10.1016/j.clinbiomech.2020.105174] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2020] [Revised: 08/28/2020] [Accepted: 09/03/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND Degenerative Cervical Myelopathy results from spine degenerations narrowing the spinal canal and inducing cord compressions. Prognosis is challenging. This study aimed at simulating typical spinal cord compressions observed in patients with a realistic model to better understand pathogenesis for later prediction of patients' evolution. METHODS A 30% reduction in cord cross-sectional area at C5-C6 was defined as myelopathy threshold based on Degenerative Cervical Myelopathy features from literature and MRI measurements in 20 patients. Four main compression types were extracted from MRIs and simulated with a comprehensive three-dimensional finite element spine model. Median diffuse, median focal and lateral types were modelled as disk herniation while circumferential type additionally involved ligamentum flavum hypertrophy. All stresses were quantified along inferior-superior axis, compression development and across atlas-defined spinal cord regions. FINDINGS Anterior gray and white matter globally received the highest stress while lateral pathways were the least affected. Median diffuse compression induced the highest stresses. Circumferential type focused stresses in posterior gray matter. Along inferior-superior axis, those two types showed a peak of constraints at compression site while median focal and lateral types showed lower values but extending further. INTERPRETATION Median diffuse type would be the most detrimental based on stress amplitude. Anterior regions would be the most at risk, except for circumferential type where posterior regions would be equally affected. In addition to applying constraints, ischemia could be a significant component explaining the early demyelination reported in lateral pathways. Moving towards patient-specific simulations, biomechanical models could become strong predictors for degenerative changes.
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Liang D, Tu GJ, Han YX, Guo DW. Accurate simulation of the herniated cervical intervertebral disc using controllable expansion: a finite element study. Comput Methods Biomech Biomed Engin 2020; 24:897-904. [PMID: 33331162 DOI: 10.1080/10255842.2020.1857745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Expansions were carried out in finite element (FE) models of disc hernia including symmetric (median, lateral, paramedian) and asymmetric types. In all models, lubricous disk bulging that applied a linear compression to the anterior part of the cord was observed at the posterior surfaces of the expansion zone, respectively. The shape and position of protrusions varyed with the temperature, magnitude, and location of expanding elements. The geometric deformation and stress distribution of the spinal cord increased as the extent of compression grew. This method is in possession of enormous potential in promoting further individualized research of cervical spondylotic myelopathy.
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Affiliation(s)
- Dong Liang
- Department of Orthopedics Surgery, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - Guan-Jun Tu
- Department of Orthopedics Surgery, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - Ya-Xin Han
- Department of Orthopedics Surgery, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - Da-Wei Guo
- Department of Sport Medicine, Shenyang Orthopedics Hospital, Shenyang, China
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