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Graczyk E, Hutchison B, Valle G, Bjanes D, Gates D, Raspopovic S, Gaunt R. Clinical Applications and Future Translation of Somatosensory Neuroprostheses. J Neurosci 2024; 44:e1237242024. [PMID: 39358021 PMCID: PMC11450537 DOI: 10.1523/jneurosci.1237-24.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Revised: 07/28/2024] [Accepted: 07/29/2024] [Indexed: 10/04/2024] Open
Abstract
Somatosensory neuroprostheses restore, replace, or enhance tactile and proprioceptive feedback for people with sensory impairments due to neurological disorders or injury. Somatosensory neuroprostheses typically couple sensor inputs from a wearable device, prosthesis, robotic device, or virtual reality system with electrical stimulation applied to the somatosensory nervous system via noninvasive or implanted interfaces. While prior research has mainly focused on technology development and proof-of-concept studies, recent acceleration of clinical studies in this area demonstrates the translational potential of somatosensory neuroprosthetic systems. In this review, we provide an overview of neurostimulation approaches currently undergoing human testing and summarize recent clinical findings on the perceptual, functional, and psychological impact of somatosensory neuroprostheses. We also cover current work toward the development of advanced stimulation paradigms to produce more natural and informative sensory feedback. Finally, we provide our perspective on the remaining challenges that need to be addressed prior to translation of somatosensory neuroprostheses.
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Affiliation(s)
- Emily Graczyk
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio 44106
- Louis Stokes Cleveland Department of Veterans Affairs Medical Center, Cleveland, Ohio 44106
| | - Brianna Hutchison
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio 44106
| | - Giacomo Valle
- Department of Electrical Engineering, Chalmers University of Technology, Goteborg 41296, Sweden
- Department of Organismal Biology and Anatomy, University of Chicago, Chicago, Illinois 60637
| | - David Bjanes
- Division of Biology and Biological Engineering and Tianqiao & Chrissy Chen Brain-Machine Interface Center, California Institute of Technology, Pasadena, California 91125
| | - Deanna Gates
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, Michigan 48109
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan 48109
| | - Stanisa Raspopovic
- Laboratory for Neuroengineering, Department of Health Sciences and Technology, Institute for Robotics and Intelligent Systems, ETH Zurich, Zurich 8092, Switzerland
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Vienna 1090, Austria
| | - Robert Gaunt
- Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, Pennsylvania 15219
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania 15213
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Pan H, Ding M, Zhu L, Sun X, Liu R, Ai S, Tian L, Wei Q. A national cross-sectional survey on community spinal cord injury individuals profiles, health-related quality of life and support services in China: implications for healthcare and rehabilitation. BMC Musculoskelet Disord 2024; 25:761. [PMID: 39354467 PMCID: PMC11445970 DOI: 10.1186/s12891-024-07877-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 09/16/2024] [Indexed: 10/03/2024] Open
Abstract
BACKGROUND Spinal cord injury (SCI) results in severe, permanent functional changes and has become a global health priority due to its high incidence, cost, and disability rate. Current national epidemiological data on SCI in China are limited and outdated. This study aimed to provide a comprehensive, national cross-sectional investigation of SCI epidemiology in China. METHODS This cross-sectional study included 3055 SCI participants aged 8 to 78 years, conducted from May to September 2023. Data collected encompassed demographic characteristics, employment status, etiology, years lived with disability (YLD), family structure, caregiving status, income, health insurance, paralysis type, and health-related quality of life (HRQoL). Descriptive statistics analyses were used to assess demographic and injury characteristics. Group differences were assessed using t-tests, one-way ANOVA and Chi-square tests. Significant factors were examined using multivariate regression analysis. RESULTS The majority (88.9%) of respondents were aged 15 to 59 years, with a male-to-female ratio of 2.36:1. Car accidents caused 45.4% of tetraplegia cases, falls caused 35.9% of paraplegia cases, and myelitis was the leading cause of non-traumatic SCI. Among paraplegia participants, 65.5% had complete SCI, while 53.1% of tetraplegia participants had incomplete SCI. Functional improvement was reported by 9.58% of participants. Half (50.3%) of the respondents were unemployed, and 75% had incomes below the national average. HRQoL was significantly lower in the SCI population compared to controls, mainly influenced by injury site, income, age and etiology (p < 0.05). CONCLUSIONS SCI participants in China exhibit low HRQoL and reemployment rates. Accessible community and vocational rehabilitation programs, alongside robust public medical services, are essential for enhancing reemployment and HRQoL among SCI participants, reducing the overall disease burden.
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Affiliation(s)
- Hongxia Pan
- Department of Rehabilitation Medicine, Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, PR China
- Key Laboratory of Rehabilitation Medicine in Sichuan Province, Chengdu, 610041, Sichuan, PR China
| | - Mingfu Ding
- Department of Rehabilitation Medicine, Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, PR China
- Key Laboratory of Rehabilitation Medicine in Sichuan Province, Chengdu, 610041, Sichuan, PR China
| | - Liang Zhu
- Department of Rehabilitation Medicine, Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, PR China
- Key Laboratory of Rehabilitation Medicine in Sichuan Province, Chengdu, 610041, Sichuan, PR China
| | - Xin Sun
- Department of Rehabilitation Medicine, Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, PR China
- Key Laboratory of Rehabilitation Medicine in Sichuan Province, Chengdu, 610041, Sichuan, PR China
| | - Rui Liu
- Department of Rehabilitation Medicine, Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, PR China
- Key Laboratory of Rehabilitation Medicine in Sichuan Province, Chengdu, 610041, Sichuan, PR China
| | - Shaolong Ai
- Department of Rehabilitation Medicine, Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, PR China
- Key Laboratory of Rehabilitation Medicine in Sichuan Province, Chengdu, 610041, Sichuan, PR China
| | - Lu Tian
- China Association of Persons with Physical Disability, Beijing, 100034, China
| | - Quan Wei
- Department of Rehabilitation Medicine, Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, PR China.
- Key Laboratory of Rehabilitation Medicine in Sichuan Province, Chengdu, 610041, Sichuan, PR China.
- Department of Rehabilitation Medicine, Institute of Rehabilitation Medicine, West China School of Medicine, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan Province, China.
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Nielsen TD, Laursen TM, Bech BH, Rasmussen MM. Traumatic spinal cord injury and its correlation to risk of autoimmune/-inflammatory disease. Spinal Cord 2024:10.1038/s41393-024-01026-0. [PMID: 39261594 DOI: 10.1038/s41393-024-01026-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Revised: 08/14/2024] [Accepted: 08/29/2024] [Indexed: 09/13/2024]
Abstract
STUDY DESIGN Nationwide epidemiological open cohort study. OBJECTIVES To evaluate whether individuals with traumatic spinal cord injury (TSCI) are more prone to develop autoimmune diseases compared to a general non-TSCI population. SETTING Danish public national registries. METHODS An open nationwide cohort, including individuals born in Denmark from or alive during 1945-2018 was collected and the study period was 1980-2018. Poissons Log-linear regression estimated the incidence rate ratio (IRR) for developing eight groups of autoimmune diseases. A dose-response relationship based on the cervical/thoracic level of injury was assessed by stratification. RESULTS The cohort included 3,272 individuals with TSCI and 4.8 million background individuals, accounting for 50,865 and 140 million person-years respectively. The TSCI population had an overall IRR of 1.81 (95% CI, 1.59 to 2.05) of getting any autoimmune disease. Subgroup analysis found positive associations for; a) Other neurologic IRR 5.19 (95% CI, 2.79 to 9.65), b) multiple sclerosis IRR 3.70 (95% CI, 2.54 to 5.40), c) Dermatologic IRR 2.57 (95% CI, 1.86 to 3.55), d) Type 1 diabetes mellitus IRR 2.01 (95% CI, 1.54 to 2.61), e) Systemic 1.92 (95% CI, 1.44 to 2.55), and f) Gastroenterologic IRR 1.42 (95% CI, 1.05 to 1.92). Cervical levels of TSCI showed an IRR of 1.70 (95% CI, 1.43 to 2.02), while thoracic levels had an IRR 1.98 (95% CI, 1.63 to 2.39). CONCLUSIONS TSCI may be an individual risk factor of developing an autoimmune disease. There does not appear to exist a dose-response relationship from the level of injury. SPONSORSHIP None.
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Affiliation(s)
- Tim Damgaard Nielsen
- Cense Spine, Department of Neurosurgery, Aarhus University Hospital, Aarhus N, Denmark.
- Department of Clinical medicine, Aarhus University, Aarhus N, Denmark.
| | - Thomas Munk Laursen
- Department of Economics and Business economics, Aarhus University, Aarhus V, Denmark
| | - Bodil Hammer Bech
- Department of Public Health, Aarhus University, aarhus, Denmark
- Department of Epidemiology, Aarhus University, Aarhus, Denmark
| | - Mikkel Mylius Rasmussen
- Cense Spine, Department of Neurosurgery, Aarhus University Hospital, Aarhus N, Denmark
- Department of Clinical medicine, Aarhus University, Aarhus N, Denmark
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Zhang T, Shan W, Le Dot M, Xiao P. Structural Functions of 3D-Printed Polymer Scaffolds in Regulating Cell Fates and Behaviors for Repairing Bone and Nerve Injuries. Macromol Rapid Commun 2024; 45:e2400293. [PMID: 38885644 DOI: 10.1002/marc.202400293] [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: 05/01/2024] [Revised: 06/04/2024] [Indexed: 06/20/2024]
Abstract
Tissue repair and regeneration, such as bone and nerve restoration, face significant challenges due to strict regulations within the immune microenvironment, stem cell differentiation, and key cell behaviors. The development of 3D scaffolds is identified as a promising approach to address these issues via the efficiently structural regulations on cell fates and behaviors. In particular, 3D-printed polymer scaffolds with diverse micro-/nanostructures offer a great potential for mimicking the structures of tissue. Consequently, they are foreseen as promissing pathways for regulating cell fates, including cell phenotype, differentiation of stem cells, as well as the migration and the proliferation of key cells, thereby facilitating tissue repairs and regenerations. Herein, the roles of structural functions of 3D-printed polymer scaffolds in regulating the fates and behaviors of numerous cells related to tissue repair and regeneration, along with their specific influences are highlighted. Additionally, the challenges and outlooks associated with 3D-printed polymer scaffolds with various structures for modulating cell fates are also discussed.
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Affiliation(s)
- Tongling Zhang
- State Key Laboratory of High Performance Ceramics and Superfine Microstructure, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, P. R. China
| | - Wenpeng Shan
- State Key Laboratory of High Performance Ceramics and Superfine Microstructure, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, P. R. China
| | - Marie Le Dot
- State Key Laboratory of High Performance Ceramics and Superfine Microstructure, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, P. R. China
| | - Pu Xiao
- State Key Laboratory of High Performance Ceramics and Superfine Microstructure, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, P. R. China
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Vita SM, Cruise SC, Gilpin NW, Molina PE. HISTOLOGICAL COMPARISON OF REPEATED MILD WEIGHT DROP AND LATERAL FLUID PERCUSSION INJURY MODELS OF TRAUMATIC BRAIN INJURY IN FEMALE AND MALE RATS. Shock 2024; 62:398-409. [PMID: 38813916 DOI: 10.1097/shk.0000000000002395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2024]
Abstract
ABSTRACT In preclinical traumatic brain injury (TBI) research, the animal model should be selected based on the research question and outcome measures of interest. Direct side-by-side comparisons of different injury models are essential for informing such decisions. Here, we used immunohistochemistry to compare the outcomes from two common models of TBI, lateral fluid percussion (LFP) and repeated mild weight drop (rmWD) in adult female and male Wistar rats. Specifically, we measured the effects of LFP and rmWD on markers of cerebrovascular and tight junction disruption, neuroinflammation, mature neurons, and perineuronal nets in the cortical site of injury, cortex adjacent to injury, dentate gyrus, and the CA 2/3 area of the hippocampus. Animals were randomized into the LFP or rmWD group. On day 1, the LFP group received a craniotomy, and on day 4, injury (or sham procedure; randomly assigned). The rmWD animals underwent either injury or isoflurane only (randomly assigned) on each of those 4 days. Seven days after injury, brains were harvested for analysis. Overall, our observations revealed that the most significant disruptions were evident in response to LFP, followed by craniotomy only, whereas rmWD animals showed the least residual changes compared with isoflurane-only controls, supporting consideration of rmWD as a mild injury. LFP led to longer-lasting disruptions, perhaps more representative of moderate TBI. We also report that craniotomy and LFP produced greater disruptions in females relative to males. These findings will assist the field in the selection of animal models based on target severity of postinjury outcomes and support the inclusion of both sexes and appropriate control groups.
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Affiliation(s)
| | - Shealan C Cruise
- Department of Physiology, Louisiana State University Health Sciences Center, New Orleans, Louisiana
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Ullah ZB, Yaqoob E, Khan SA, Chaurasia B, Javed S. Struggle with traumatic spinal cord injury: a need for improved surgical and rehabilitation services. Neurosurg Rev 2024; 47:485. [PMID: 39187650 DOI: 10.1007/s10143-024-02741-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Revised: 08/21/2024] [Accepted: 08/23/2024] [Indexed: 08/28/2024]
Affiliation(s)
- Zarhaish Barkat Ullah
- Medical Student, Fatima Memorial Hospital College of Medicine and Dentistry, Lahore, Pakistan
| | - Eesha Yaqoob
- Injury Prevention and Disability Unit, Health Services Academy, Ministry of National Health Services Regulations and Coordination, Government of Pakistan, Islamabad, Pakistan
| | | | | | - Saad Javed
- Injury Prevention and Disability Unit, Registrar Neurosurgery, Brain Surgery Hospital, Research Fellow at Violence, Health Services Academy, Ministry of National Health Services, Regulations & Coordination, Islamabad, Pakistan
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Tamburella F, Lena E, Mascanzoni M, Iosa M, Scivoletto G. Harnessing Artificial Neural Networks for Spinal Cord Injury Prognosis. J Clin Med 2024; 13:4503. [PMID: 39124769 PMCID: PMC11313443 DOI: 10.3390/jcm13154503] [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: 07/02/2024] [Revised: 07/25/2024] [Accepted: 07/30/2024] [Indexed: 08/12/2024] Open
Abstract
Background: Prediction of neurorehabilitation outcomes after a Spinal Cord Injury (SCI) is crucial for healthcare resource management and improving prognosis and rehabilitation strategies. Artificial neural networks (ANNs) have emerged as a promising alternative to conventional statistical approaches for identifying complex prognostic factors in SCI patients. Materials: a database of 1256 SCI patients admitted for rehabilitation was analyzed. Clinical and demographic data and SCI characteristics were used to predict functional outcomes using both ANN and linear regression models. The former was structured with input, hidden, and output layers, while the linear regression identified significant variables affecting outcomes. Both approaches aimed to evaluate and compare their accuracy for rehabilitation outcomes measured by the Spinal Cord Independence Measure (SCIM) score. Results: Both ANN and linear regression models identified key predictors of functional outcomes, such as age, injury level, and initial SCIM scores (correlation with actual outcome: R = 0.75 and 0.73, respectively). When also alimented with parameters recorded during hospitalization, the ANN highlighted the importance of these additional factors, like motor completeness and complications during hospitalization, showing an improvement in its accuracy (R = 0.87). Conclusions: ANN seemed to be not widely superior to classical statistics in general, but, taking into account complex and non-linear relationships among variables, emphasized the impact of complications during the hospitalization on recovery, particularly respiratory issues, deep vein thrombosis, and urological complications. These results suggested that the management of complications is crucial for improving functional recovery in SCI patients.
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Affiliation(s)
- Federica Tamburella
- Department of Life Sciences, Health and Health Professions, Link Campus University, 00165 Rome, Italy;
- Spinal Center, Spinal Rehabilitation Laboratory, IRCCS Fondazione S. Lucia, 00179 Rome, Italy; (E.L.); (M.M.); (G.S.)
| | - Emanuela Lena
- Spinal Center, Spinal Rehabilitation Laboratory, IRCCS Fondazione S. Lucia, 00179 Rome, Italy; (E.L.); (M.M.); (G.S.)
| | - Marta Mascanzoni
- Spinal Center, Spinal Rehabilitation Laboratory, IRCCS Fondazione S. Lucia, 00179 Rome, Italy; (E.L.); (M.M.); (G.S.)
| | - Marco Iosa
- Department of Psychology, Sapienza University of Rome, 00183 Rome, Italy
- Smart Lab, IRCCS Fondazione Santa Lucia, 00179 Rome, Italy
| | - Giorgio Scivoletto
- Spinal Center, Spinal Rehabilitation Laboratory, IRCCS Fondazione S. Lucia, 00179 Rome, Italy; (E.L.); (M.M.); (G.S.)
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Lu Y, Shang Z, Zhang W, Pang M, Hu X, Dai Y, Shen R, Wu Y, Liu C, Luo T, Wang X, Liu B, Zhang L, Rong L. Global incidence and characteristics of spinal cord injury since 2000-2021: a systematic review and meta-analysis. BMC Med 2024; 22:285. [PMID: 38972971 PMCID: PMC11229207 DOI: 10.1186/s12916-024-03514-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 07/02/2024] [Indexed: 07/09/2024] Open
Abstract
BACKGROUND This study employs systematic review and meta-analysis to explore the incidence and characteristics of spinal cord injury (SCI) between 2000 and 2021, aiming to provide the most recent and comprehensive data support for the prevention, diagnosis, treatment, and care of SCI. METHODS Systematic searches were conducted on epidemiological studies of SCI published between January 1, 2000, and March 29, 2024. Meta-analysis, subgroup analysis, meta-regression, publication bias detection, and literature quality assessment were extensively utilized. RESULTS The pooled results from 229 studies indicated that the overall incidence rate of SCI was 23.77 (95% CI, 21.50-26.15) per million people, with traumatic spinal cord injuries (TSCI) at a rate of 26.48 (95% CI, 24.15-28.93) per million people, and non-traumatic spinal cord injuries (NTSCI) at a rate of 17.93 (95% CI, 13.30-23.26) per million people. The incidence of TSCI exhibited a marked age-related increase and was significantly higher in community settings compared to hospital and database sources. Males experienced TSCI at a rate 3.2 times higher than females. Between 2000 and 2021, the incidence of TSCI remained consistently high, between 20 and 45 per million people, whereas NTSCI incidence has seen a steady rise since 2007, stabilizing at a high rate of 25-35 per million people. Additionally, the incidence of TSCI in developing countries was notably higher than that in developed countries. There were significant differences in the causes of injury, severity, injury segments, gender, and age distribution among the TSCI and NTSCI populations, but the proportion of male patients was much higher than that of female patients. Moreover, study quality, country type, and SCI type contributed to the heterogeneity in the meta-analysis. CONCLUSIONS The incidence rates of different types of SCI remain high, and the demographic distribution of SCI patients is changing, indicating a serious disease burden on healthcare systems and affected populations. These findings underscore the necessity of adopting targeted preventive, therapeutic, and rehabilitative measures based on the incidence and characteristics of SCI.
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Affiliation(s)
- Yubao Lu
- Department of Spine Surgery, The Third Affiliated Hospital, Sun Yat-Sen University, GuangzhouGuangdong, 510630, China
- Guangdong Provincial Center for Engineering and Technology Research of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China
- Guangdong Provincial Center for Quality Control of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China
| | - Zhizhong Shang
- Department of Spine Surgery, The Third Affiliated Hospital, Sun Yat-Sen University, GuangzhouGuangdong, 510630, China
- Guangdong Provincial Center for Engineering and Technology Research of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China
- Guangdong Provincial Center for Quality Control of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China
- Department of Orthopaedics, The First Clinical Medical College of Lanzhou University, Lanzhou, 730000, Gansu, China
| | - Wei Zhang
- Department of Spine Surgery, The Third Affiliated Hospital, Sun Yat-Sen University, GuangzhouGuangdong, 510630, China
- Guangdong Provincial Center for Engineering and Technology Research of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China
- Guangdong Provincial Center for Quality Control of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China
| | - Mao Pang
- Department of Spine Surgery, The Third Affiliated Hospital, Sun Yat-Sen University, GuangzhouGuangdong, 510630, China
- Guangdong Provincial Center for Engineering and Technology Research of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China
- Guangdong Provincial Center for Quality Control of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China
| | - Xuchang Hu
- Department of Orthopaedics, Lanzhou University Second Hospital, Lanzhou, 730000, Gansu, China
| | - Yu Dai
- Department of Spine Surgery, The Third Affiliated Hospital, Sun Yat-Sen University, GuangzhouGuangdong, 510630, China
| | - Ruoqi Shen
- Department of Spine Surgery, The Third Affiliated Hospital, Sun Yat-Sen University, GuangzhouGuangdong, 510630, China
- Guangdong Provincial Center for Engineering and Technology Research of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China
- Guangdong Provincial Center for Quality Control of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China
| | - Yingjie Wu
- Department of Spine Surgery, The Third Affiliated Hospital, Sun Yat-Sen University, GuangzhouGuangdong, 510630, China
- Guangdong Provincial Center for Engineering and Technology Research of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China
- Guangdong Provincial Center for Quality Control of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China
| | - Chenrui Liu
- Department of Spine Surgery, The Third Affiliated Hospital, Sun Yat-Sen University, GuangzhouGuangdong, 510630, China
- Guangdong Provincial Center for Engineering and Technology Research of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China
- Guangdong Provincial Center for Quality Control of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China
| | - Ting Luo
- Department of Spine Surgery, The Third Affiliated Hospital, Sun Yat-Sen University, GuangzhouGuangdong, 510630, China
- Guangdong Provincial Center for Engineering and Technology Research of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China
- Guangdong Provincial Center for Quality Control of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China
| | - Xin Wang
- Department of Orthopaedics, The First Clinical Medical College of Lanzhou University, Lanzhou, 730000, Gansu, China.
| | - Bin Liu
- Department of Spine Surgery, The Third Affiliated Hospital, Sun Yat-Sen University, GuangzhouGuangdong, 510630, China.
- Guangdong Provincial Center for Engineering and Technology Research of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China.
- Guangdong Provincial Center for Quality Control of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China.
| | - Liangming Zhang
- Department of Spine Surgery, The Third Affiliated Hospital, Sun Yat-Sen University, GuangzhouGuangdong, 510630, China.
- Guangdong Provincial Center for Engineering and Technology Research of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China.
- Guangdong Provincial Center for Quality Control of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China.
| | - Limin Rong
- Department of Spine Surgery, The Third Affiliated Hospital, Sun Yat-Sen University, GuangzhouGuangdong, 510630, China.
- Guangdong Provincial Center for Engineering and Technology Research of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China.
- Guangdong Provincial Center for Quality Control of Minimally Invasive Spine Surgery, Guangzhou, 510630, Guangdong, China.
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Jazayeri SB, Maroufi SF, Akbarinejad S, Ghodsi Z, Rahimi-Movaghar V. Development of a regional-based predictive model of incidence of traumatic spinal cord injury using machine learning algorithms. World Neurosurg X 2024; 23:100280. [PMID: 38497064 PMCID: PMC10943041 DOI: 10.1016/j.wnsx.2024.100280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 01/26/2024] [Accepted: 02/20/2024] [Indexed: 03/19/2024] Open
Abstract
Objective To develop a predictive model of incidence of traumatic spinal cord injury (TSCI). Methods The data for training the model included both the incidence data and the covariates. The incidence data were extracted from systematic reviews and the covariates were extracted from data available in the international road federation database. Then the feature processing measures were taken. First we defined a hyper-parameter, missing-value threshold, in order to eliminate features that exceed this threshold. To tackle the problem of overfitting of model we determined the Pearson correlation of features and excluded those with more than 0.7 correlation. After feature selection three different models including simple linear regression, support vector regression, and multi-layer perceptron were examined to fit the purposes of this study. Finally, we evaluated the model based on three standard metrics: Mean Absolute Error, Root Mean Square Error, and R2. Results Our machine-learning based model could predict the incidence rate of TSCI with the mean absolute error of 4.66. Our model found "Vehicles in use, Total vehicles/Km of roads", "Injury accidents/100 Million Veh-Km", "Vehicles in use, Vans, Pick-ups, Lorries, Road Tractors", "Inland surface Passengers Transport (Mio Passenger-Km), Rail", and "% paved" as top predictors of transport-related TSCI (TRTSCI). Conclusions Our model is proved to have a high accuracy to predict the incidence rate of TSCI for countries, especially where the main etiology of TSCI is related to road traffic injuries. Using this model, we can help the policymakers for resource allocation and evaluation of preventive measures.
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Affiliation(s)
- Seyed Behnam Jazayeri
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
- Students' Scientific Research Center (SSRC), Tehran University of Medical Sciences (TUMS), Tehran, Iran
| | - Seyed Farzad Maroufi
- Students' Scientific Research Center (SSRC), Tehran University of Medical Sciences (TUMS), Tehran, Iran
- Faculty of Medicine, Tehran University of Medical Sciences (TUMS), Tehran, Iran
| | - Shaya Akbarinejad
- TRON - Translational Oncology at the University Medical Center of the Johannes Gutenberg University Mainz gGmbH, Mainz, Germany
| | - Zahra Ghodsi
- Brain and Spinal Cord Injury Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
- Spine Program, University of Toronto, Toronto, Canada
| | - Vafa Rahimi-Movaghar
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
- Brain and Spinal Cord Injury Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
- Spine Program, University of Toronto, Toronto, Canada
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Ehler J, Sakowitz OW, Harnisch LO, Michels P. [Specialized Concepts for the Management of Severe Neurotrauma]. Anasthesiol Intensivmed Notfallmed Schmerzther 2024; 59:368-384. [PMID: 38914079 DOI: 10.1055/a-2156-6790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/26/2024]
Abstract
Neurotrauma results from violence on structures of the central or peripheral nervous system and is a clinically common disease entity with high relevance for patients' long-term outcome. The application of evidence-based diagnostic and therapeutic concepts aims to minimize secondary injury and thus to improve treatment outcome. This article describes the current management of the two main injury patterns of neurotrauma - traumatic brain and spinal cord injury.
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Nicolás Carrillo A, Ruiz Casquet J, Hernández Morante JJ, Gallego España F, Horodyski M, Baez C, Pardo Ríos M. Cervical misalignment in motorcyclists in relation to new helmet removal recommendations shown with augmented reality resources: A biomechanical analysis. Heliyon 2024; 10:e27428. [PMID: 38524555 PMCID: PMC10958207 DOI: 10.1016/j.heliyon.2024.e27428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 02/27/2024] [Accepted: 02/28/2024] [Indexed: 03/26/2024] Open
Abstract
Objective The aim of this study is to determine the best technique and position for helmet removal in injured motorcyclists by comparing cervical misalignment produced in the supine position and prone position. Method Comparative cross-sectional clinical simulation study to quantify CM using biomechanical analysis with the use of inertial systems. The main variable was determined for the flexion-extension motion. The extraction was tested for both positions (prone position and supine position), which were repeated 3 times for each of the 30 volunteers included, and the movement from the initial neutral position was also determined, resulting in a total of 270 biomechanical studies. Results A flexion was observed when moving the patient from the neutral position to the SP, due to the size of the helmet, of 1.29° ± 5.12°. Helmet removal in the supine position resulted in an average flexion-extension range of 17.51° ± 6.49°, while the same extraction in prone position recorded an average range of 10.82° ± 8.05°. For the main variable, statistically significant differences were found when comparing prone position and supine position (p = 0.0087). Conclusions The main conclusion of the study is that the helmet removal should be done in the position in which we find the patient, whether in prone position or supine position. Additionally, the new technique described for the prone position causes less movement of the cervical spine than the usual supine position.
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Affiliation(s)
- Ana Nicolás Carrillo
- New Technologies for Health Research Group, UCAM Universidad Católica de Murcia, Spain
- Servicio Aragonés de Salud, Spain
| | - Javier Ruiz Casquet
- New Technologies for Health Research Group, UCAM Universidad Católica de Murcia, Spain
- Gerencia de Urgencias y Emergencias 061 de la Región de Murcia, Spain
| | | | | | - MaryBeth Horodyski
- Department of Orthopaedic Surgery and Sports Medicine, University of Florida, Gainesville, FL, United States
| | - Catalina Baez
- Department of Orthopaedic Surgery and Sports Medicine, University of Florida, Gainesville, FL, United States
| | - Manuel Pardo Ríos
- New Technologies for Health Research Group, UCAM Universidad Católica de Murcia, Spain
- Gerencia de Urgencias y Emergencias 061 de la Región de Murcia, Spain
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Yoo JE, Kim M, Kim B, Lee H, Chang WH, Yoo J, Han K, Shin DW. Increased Risk of Myocardial Infarction, Heart Failure, and Atrial Fibrillation After Spinal Cord Injury. J Am Coll Cardiol 2024; 83:741-751. [PMID: 38355244 DOI: 10.1016/j.jacc.2023.12.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 11/27/2023] [Accepted: 12/01/2023] [Indexed: 02/16/2024]
Abstract
BACKGROUND Heart diseases are a growing concern for the spinal cord injury (SCI) population. OBJECTIVES This study aims to compare the incidence of heart diseases between SCI survivors and the general non-SCI population. METHODS We identified 5,083 SCI survivors and 1:3 age- and sex-matched non-SCI controls. Study outcomes were myocardial infarction (MI), heart failure (HF), and atrial fibrillation (AF). The cohort was followed up from the index date (diagnosis date for SCI or corresponding date for matched controls) until 2019. RESULTS SCI survivors showed a higher risk for MI (adjusted HR [aHR]: 2.41; 95% CI: 1.93-3.00), HF (aHR: 2.24; 95% CI: 1.95-2.56), and AF (aHR: 1.84; 95% CI: 1.49-2.28) compared to controls. The risks were further increased for those who were registered in the National Disability Registry within 1 year from the index date (SCI survivors with disability): SCI survivors with severe disability had the highest risks of MI (aHR: 3.74; 95% CI: 2.43-5.76), HF (aHR: 3.96; 95% CI: 3.05-5.14), and AF (aHR: 3.32; 95% CI: 2.18-5.05). Cervical and lumbar SCI survivors had an increased risk of heart disease regardless of disability compared to matched controls; these risks were slightly higher in those with disability. Thoracic SCI survivors with disability had significantly increased risk of heart disease compared to matched controls. CONCLUSIONS SCI survivors at all levels were at significantly greater risk for heart disease than non-SCI controls, particularly those with severe disability. Clinicians must be aware of the importance of heart disease in SCI survivors.
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Affiliation(s)
- Jung Eun Yoo
- Department of Family Medicine, Healthcare System Gangnam Center, Seoul National University Hospital, Seoul, Republic of Korea; Department of Family Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Miso Kim
- Supportive Care Center/Department of Family Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Bongseong Kim
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Republic of Korea
| | - Heesun Lee
- Division of Cardiology, Department of Internal Medicine, Healthcare System Gangnam Center, Seoul National University Hospital, Seoul, Republic of Korea
| | - Won Hyuk Chang
- Department of Physical and Rehabilitation Medicine, Center for Prevention and Rehabilitation, Heart Vascular Stroke Institute, Samsung Medical Center Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jeehyun Yoo
- Department of Physical Medicine and Rehabilitation, Inje University Ilsan Paik Hospital, Gyeonggi, Republic of Korea
| | - Kyungdo Han
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Republic of Korea.
| | - Dong Wook Shin
- Supportive Care Center/Department of Family Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea; Department of Clinical Research Design and Evaluation, Samsung Advanced Institute for Health Science and Technology (SAIHST), Sungkyunkwan University, Seoul, Republic of Korea.
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Chen X, Zhou YQ, Chen C, Cao Y. Neutrophil-to-lymphocyte ratio at admission for early diagnosis, severity assessment, and prognosis of acute traumatic spinal cord injury. Spinal Cord 2024; 62:59-64. [PMID: 38146000 DOI: 10.1038/s41393-023-00949-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Revised: 11/29/2023] [Accepted: 12/07/2023] [Indexed: 12/27/2023]
Abstract
STUDY DESIGN A retrospective study. OBJECTIVE This study examined the value of neutrophil-to-lymphocyte ratio at admission for early diagnosis, severity assessment, and prognosis of acute traumatic SCI. SETTING The First People's Hospital of Neijiang, China. METHODS This was a single-center, retrospective, cohort study of patients treated within 12 h of acute SCI between January 2018 and October 2022. Ninety-four SCI patients were selected as the Observation group, including 26 with complete injury (AIS grade A) and 68 with incomplete injury (AIS grade B-D), while 94 patients with simple spinal fracture were randomly selected as the Control group. Eighty-one observation group patients underwent surgical treatment, of which 33 had a higher AIS grade (Good prognosis subgroup) and 48 a lower or equal grade post-surgery (Poor prognosis subgroup). Univariate and multivariate analyses were performed to assess predictors of early diagnosis, severity, and 6-month outcome. RESULTS Initial white blood cell count, neutrophil count, monocyte count, and NLR were higher in the Observation group than the Control group, while lymphocyte count was lower in the Observation group. Multivariate logistic regression analysis identified NLR as an independent predictor of early diagnosis. Spinal canal encroachment ≥50%, neutrophil count, and NLR were higher in the complete injury subgroup, and spinal canal encroachment ≥50% was an independent predictor of complete injury, while NLR was not. The NLR was higher in the poor prognosis subgroup and was an independent risk factor. CONCLUSIONS Peripheral blood NLR is useful for early diagnosis of acute SCI and is predictive of clinical outcome.
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Affiliation(s)
- Xiao Chen
- Department of Orthopedic Surgery, The First people's Hospital of Neijiang, Neijiang, China.
| | - Yong-Qiang Zhou
- Department of Orthopedic Surgery, The First people's Hospital of Neijiang, Neijiang, China
| | - Chang Chen
- Department of Orthopedic Surgery, The First people's Hospital of Neijiang, Neijiang, China
| | - Yuan Cao
- Department of Orthopedic Surgery, The First people's Hospital of Neijiang, Neijiang, China
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Maggio MG, Bonanno M, Manuli A, Calabrò RS. Improving Outcomes in People with Spinal Cord Injury: Encouraging Results from a Multidisciplinary Advanced Rehabilitation Pathway. Brain Sci 2024; 14:140. [PMID: 38391715 PMCID: PMC10886543 DOI: 10.3390/brainsci14020140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 01/25/2024] [Accepted: 01/26/2024] [Indexed: 02/24/2024] Open
Abstract
Spinal cord injury (SCI) consists of damage to any segment of the spinal cord extending to potential harm to nerves in the cauda equina. Rehabilitative efforts for SCI can involve conventional physiotherapy, innovative technologies, as well as cognitive treatment and psychological support. The aim of this study is to evaluate the feasibility of a dedicated, multidisciplinary, and integrated intervention path for SCI, encompassing both conventional and technological interventions, while observing their impact on cognitive, motor, and behavioral outcomes and the overall quality of life for individuals with SCI. Forty-two patients with SCI were included in the analysis utilizing electronic recovery system data. The treatment regimen included multidisciplinary rehabilitation approaches, such as traditional physiotherapy sessions, speech therapy, psychological support, robotic devices, advanced cognitive rehabilitation, and other interventions. Pre-post comparisons showed a significant improvement in lower limb function (Fugl Meyer Assessment-FMA < 0.001), global cognitive functioning (Montreal Cognitive Assessment-MoCA p < 0.001), and perceived quality of life at both a physical and mental level (Short Form-12-SF-12 p < 0.001). Furthermore, we found a significant reduction in depressive state (Beck Depression Inventory-BDI p < 0.001). In addition, we assessed patient satisfaction using the Short Form of the Patient Satisfaction Questionnaire (PSQ), offering insights into the subjective evaluation of the intervention. In conclusion, this retrospective study provides positive results in terms of improvements in motor function, cognitive functions, and quality of life, highlighting the importance of exploring multidisciplinary approaches.
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Affiliation(s)
- Maria Grazia Maggio
- IRCCS Centro Neurolesi Bonino-Pulejo, Cda Casazza, SS 113, 98123 Messina, Italy
| | - Mirjam Bonanno
- IRCCS Centro Neurolesi Bonino-Pulejo, Cda Casazza, SS 113, 98123 Messina, Italy
| | - Alfredo Manuli
- A.O.U. Policlinico "G. Martino", Via Consolare Valeria, 98124 Messina, Italy
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Yang D, Chen S, Zhuo C, Chen H. Analysis of Risk Factors for Postoperative Deep Vein Thrombosis in Traumatic Spinal Fracture Complicated with Spinal Cord Injury. Clin Appl Thromb Hemost 2024; 30:10760296241271331. [PMID: 39135435 PMCID: PMC11322941 DOI: 10.1177/10760296241271331] [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: 05/27/2024] [Revised: 07/13/2024] [Accepted: 07/23/2024] [Indexed: 08/16/2024] Open
Abstract
The purpose of this study is to investigate the risk factors for postoperative deep vein thrombosis (DVT) in patients with traumatic spinal fractures complicated with Spinal Cord Injury(SCI). We conducted a retrospective analysis of 110 patients with traumatic spinal fractures and SCI admitted to our hospital from March 2021 to April 2024. DVT was diagnosed using ultrasound. Patient history, general data, surgical data, laboratory tests, and thromboelastogram (TEG) results were collected. The patients were divided into a DVT group and a non-DVT group according to the results of ultrasound one week after surgery. The risk factors and diagnostic value were analyzed using binary logistic regression and receiver operating characteristic (ROC) curves in both univariate and multivariate analyses. Multivariate and ROC analysis results showed that D-dimer, lower extremity, duration of bedrest, and MA values of TEG were independent risk factors for DVT in SCI, with D-dimer having the highest diagnostic value (AUC = 0.883). The AUC values for lower extremity, duration of bedrest, and MA were 0.731, 0.750, and 0.625. In conclusion, Postoperative D-dimer > 5.065 mg/l, lower extremity < 3, duration of bedrest, and MA value of TEG are independent risk factors for postoperative DVT in SCI patients, D-dimer having the highest diagnostic value. When the above risk factors occur, clinicians need to be vigilant and take appropriate prevention and treatment measures.
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Affiliation(s)
- Diao Yang
- The First College of Clinical Medical Science, China Three Gorges University. Department of Spinal Surgery, Yichang Central People's Hospital, Yichang, PR China
| | - Shiwen Chen
- The First College of Clinical Medical Science, China Three Gorges University. Department of Spinal Surgery, Yichang Central People's Hospital, Yichang, PR China
| | - Can Zhuo
- The First College of Clinical Medical Science, China Three Gorges University. Department of Spinal Surgery, Yichang Central People's Hospital, Yichang, PR China
| | - Haidan Chen
- The First College of Clinical Medical Science, China Three Gorges University. Department of Spinal Surgery, Yichang Central People's Hospital, Yichang, PR China
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Nakajima H, Honjoh K, Watanabe S, Takahashi A, Kubota A, Matsumine A. Management of Cervical Spinal Cord Injury without Major Bone Injury in Adults. J Clin Med 2023; 12:6795. [PMID: 37959260 PMCID: PMC10650636 DOI: 10.3390/jcm12216795] [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: 08/29/2023] [Revised: 10/24/2023] [Accepted: 10/25/2023] [Indexed: 11/15/2023] Open
Abstract
The incidence of cervical spinal cord injury (CSCI) without major bone injury is increasing, possibly because older people typically have pre-existing cervical spinal canal stenosis. The demographics, neurological injury, treatment, and prognosis of this type of CSCI differ from those of CSCI with bone or central cord injury. Spine surgeons worldwide are debating on the optimal management of CSCI without major bone injury. Therefore, this narrative review aimed to address unresolved clinical questions related to CSCI without major bone injury and discuss treatment strategies based on current findings. The greatest divide among spine surgeons worldwide hinges on whether surgery is necessary for patients with CSCI without major bone injury. Certain studies have recommended early surgery within 24 h after injury; however, evidence regarding its superiority over conservative treatment remains limited. Delayed MRI may be beneficial; nevertheless, reliable factors and imaging findings that predict functional prognosis during the acute phase and ascertain the necessity of surgery should be identified to determine whether surgery/early surgery is better than conservative therapy/delayed surgery. Quality-of-life assessments, including neuropathic pain, spasticity, manual dexterity, and motor function, should be performed to examine the superiority of surgery/early surgery to conservative therapy/delayed surgery.
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Affiliation(s)
- Hideaki Nakajima
- Department of Orthopaedics and Rehabilitation Medicine, University of Fukui Faculty of Medical Sciences, 23-3 Matsuoka Shimoaizuki, Eiheiji-cho, Yoshida-gun, Fukui 910-1193, Japan; (K.H.); (S.W.); (A.T.); (A.K.); (A.M.)
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Zhou Z, Zhang P. Formononetin ameliorates the LPS-induced inflammatory response and apoptosis of neuronal cells via NF-κB/NLRP3 signaling pathway. Funct Integr Genomics 2023; 23:321. [PMID: 37847432 DOI: 10.1007/s10142-023-01247-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 09/22/2023] [Accepted: 10/03/2023] [Indexed: 10/18/2023]
Abstract
The objective of this study was to investigate the impact of formononetin on cellular apoptosis and inflammatory responses following spinal cord injury (SCI), as well as the underlying mechanisms involved. In this study, PC12 cells were treated with lipopolysaccharide (LPS) and different concentrations of Formononetin (FT) (50 μM, 100 μM, 200 μM). To confirm the effect of nuclear factor-κB (NF-κB)/NLR family pyrin domain containing 3 (NLRP3) signaling pathways, the cells in the phorbol-12-myristate-13-acetate (PMA) group were treated with 0.1 μmol/L PMA (NF-κB/NLRP3 signaling pathway activators). The lactate dehydrogenase (LDH) concentration and cell viability, proliferating cell nuclear antigen (PCNA) fluorescence intensity, and cell apoptosis were determined using an LDH kit, Cell Counting Kit-8 (CCK-8), immunofluorescence, and flow cytometry assays, respectively. Tumor necrosis factor-α (TNF-α), interleukin-1β (IL-1β), and interleukin-16 (IL-6) expression levels were detected by quantitative ELISA assay. The expression of proteins related to the NF-κB/NLRP3 signaling pathway was detected by western blotting. Our results showed that LPS increased LDH levels in PC12 cells, suggesting that inflammation caused PC12 cell damage. However, the PC12 cell damage was decreased by methylprednisolone. Formononetin promotes cell survival and proliferation, and prevents apoptosis in a concentration-dependent manner. Formononetin reduced the TNF-α, IL-1β, and IL-6 levels in the LPS-treated model. Moreover, formononetin decreased the levels of p-p65 NF-κB and NLRP3 in PC12 cells. We conclude that formononetin ameliorated the inflammatory response and apoptosis in LPS-induced inflammatory injury in neuronal cells via the NF-κB/NLRP3 signaling pathway.
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Affiliation(s)
- Zhijing Zhou
- Department of Orthopedic, Lianyungang Hospital of Traditional Chinese Medicine, Chaoyang Middle Road No. 160, Haizhou District, Lianyungang, 222004, Jiangsu, China
| | - Peng Zhang
- Department of Orthopedic, Lianyungang Hospital of Traditional Chinese Medicine, Chaoyang Middle Road No. 160, Haizhou District, Lianyungang, 222004, Jiangsu, China.
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Finsterer J. Letter to the Editor regarding "incidence of traumatic spinal cord injury worldwide: A systematic review, data integration, and update". World Neurosurg X 2023; 19:100197. [PMID: 37359763 PMCID: PMC10288484 DOI: 10.1016/j.wnsx.2023.100197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 04/18/2023] [Indexed: 06/28/2023] Open
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Fallahi MS, Azadnajafabad S, Maroufi SF, Pour-Rashidi A, Khorasanizadeh M, Sattari SA, Faramarzi S, Slavin KV. Application of Vagus Nerve Stimulation in Spinal Cord Injury Rehabilitation. World Neurosurg 2023; 174:11-24. [PMID: 36858292 DOI: 10.1016/j.wneu.2023.02.101] [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: 01/22/2023] [Revised: 02/19/2023] [Accepted: 02/20/2023] [Indexed: 03/02/2023]
Abstract
Spinal cord injury (SCI) is a prevalent devastating condition causing significant morbidity and mortality, especially in developing countries. The pathophysiology of SCI involves ischemia, neuroinflammation, cell death, and scar formation. Due to the lack of definitive therapy for SCI, interventions mainly focus on rehabilitation to reduce deterioration and improve the patient's quality of life. Currently, rehabilitative exercises and neuromodulation methods such as functional electrical stimulation, epidural electrical stimulation, and transcutaneous electrical nerve stimulation are being tested in patients with SCI. Other spinal stimulation techniques are being developed and tested in animal models. However, often these methods require complex surgical procedures and solely focus on motor function. Vagus nerve stimulation (VNS) is currently used in patients with epilepsy, depression, and migraine and is being investigated for its application in other disorders. In animal models of SCI, VNS significantly improved locomotor function by ameliorating inflammation and improving plasticity, suggesting its use in human subjects. SCI patients also suffer from nonmotor complications, including pain, gastrointestinal dysfunction, cardiovascular disorders, and chronic conditions such as obesity and diabetes. VNS has shown promising results in alleviating these conditions in non-SCI patients, which makes it a possible therapeutic option in SCI patients.
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Affiliation(s)
- Mohammad Sadegh Fallahi
- Neurosurgical Research Network (NRN), Universal Scientific Education and Research Network (USERN), Tehran, Iran; School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Sina Azadnajafabad
- Neurosurgical Research Network (NRN), Universal Scientific Education and Research Network (USERN), Tehran, Iran; Department of Surgery, Tehran University of Medical Sciences, Tehran, Iran
| | - Seyed Farzad Maroufi
- Neurosurgical Research Network (NRN), Universal Scientific Education and Research Network (USERN), Tehran, Iran; Department of Neurosurgery, Children's Medical Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Ahmad Pour-Rashidi
- Neurosurgical Research Network (NRN), Universal Scientific Education and Research Network (USERN), Tehran, Iran; Department of Neurosurgery, Sina Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - MirHojjat Khorasanizadeh
- Department of Neurosurgery, Mount Sinai Hospital, Icahn School of Medicine, New York, New York, USA
| | - Shahab Aldin Sattari
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Sina Faramarzi
- School of Biological Sciences, University of California, Irvine, Irvine, California, USA
| | - Konstantin V Slavin
- Department of Neurosurgery, University of Illinois at Chicago, Chicago, Illinois, USA.
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