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Ponzano M, Declercq A, Ziraldo M, Hirdes JP. Clinical Characteristics of Adults Living with a Spinal Cord Injury Across the Continuum of Care: A Population-Based Cross-Sectional Study. J Clin Med 2025; 14:3060. [PMID: 40364092 PMCID: PMC12072861 DOI: 10.3390/jcm14093060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2025] [Revised: 04/23/2025] [Accepted: 04/26/2025] [Indexed: 05/15/2025] Open
Abstract
Background/Objectives: People living with a spinal cord injury (PwSCI) present numerous complications at a systemic level that negatively impact their physical and mental health as well as their quality of life. The purpose of this study was to describe the clinical profile of PwSCI living in nursing homes (NHs), Complex Continuing Care Systems (CCCs), home care (HC), and inpatient mental health facilities (MHs) in nine Canadian provinces and territories. Methods: We analyzed data collected with the following assessment tools: Resident Assessment Instrument (RAI) Minimum Data Set (RAI-MDS 2.0), RAI-MH, RAI-HC, Cognitive Performance Scale, Activities of Daily Living (ADL) Hierarchy Scale and impairments in instrumental ADLs (IADLs), Pain Scale, Changes in Health, End-Stage Disease, Signs, and Symptoms (CHESS) Scale, Depression Rating Scale, and Deafblind Severity Index (DBSI). We reported counts (n) and percentages (%) and performed Chi-square tests with a Bonferroni correction to determine the statistical significance of the differences in frequencies within and between care settings. Results: We identified 13,136 PwSCI, predominantly males and younger than comparison groups. PwSCI presented fewer comorbidities but reported higher pain than comparison groups. Almost all of the PwSCI in NHs (99.4%) and CCCs (98.9%) needed assistance to perform ADLs. Conclusions: The prevalence of comorbidities and impairments following SCI varies based on the clinical setting. The present clinical profile of PwSCI will inform interventions to improve health of PwSCI across the continuum of care.
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Affiliation(s)
- Matteo Ponzano
- School of Health and Exercise Science, University of British Columbia, 1238 Discovery Ave, Kelowna, BC V1V 1V7, Canada
- International Collaboration on Repair Discoveries (ICORD), Blusson Spinal Cord Centre (BSCC), University of British Columbia, Vancouver, BC V5Z 1N1, Canada
| | - Anja Declercq
- LUCAS–Centre for Research, KU Leuven, 3000 Leuven, Belgium;
- School of Public Health Sciences, University of Waterloo, Waterloo, ON N2L 3G1, Canada; (M.Z.); (J.P.H.)
- Center for Sociological Research, Faculty of Social Sciences, KU Leuven, 3000 Leuven, Belgium
| | - Melissa Ziraldo
- School of Public Health Sciences, University of Waterloo, Waterloo, ON N2L 3G1, Canada; (M.Z.); (J.P.H.)
| | - John P. Hirdes
- School of Public Health Sciences, University of Waterloo, Waterloo, ON N2L 3G1, Canada; (M.Z.); (J.P.H.)
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2
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Craven BC, Dengler J, Rybkina J, Gulasingam S, Bishop K, Eftekhar P, Kalsi-Ryan S, Furlan JC, Silverman J, Guy K, Robinson L. A quality improvement initiative to develop an interprofessional peripheral nerve transfer clinic for individuals with traumatic cervical spinal cord injury. Disabil Rehabil 2025:1-11. [PMID: 40110653 DOI: 10.1080/09638288.2025.2461267] [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: 03/05/2024] [Revised: 01/26/2025] [Accepted: 01/28/2025] [Indexed: 03/22/2025]
Abstract
PURPOSE Loss of upper extremity (UE) function impacts almost every aspect of daily life and upper limb recovery is reported to be a major priority of individuals living with tetraplegia. Surgical peripheral nerve transfer (PNT) offers the potential to restore volitional control of elbow, wrist and hand function of individuals with C5-C8 tetraplegia AIS A-C. Unfortunately, while there is growing evidence supporting the role of PNT in spinal cord injury (SCI) rehabilitation, there are currently no internationally-recognized consensus-derived best practices for provision of PNT following spinal cord injury (SCI) and few programs have focused on interdisciplinary collaboration during patient selection, surgical decision making, management of medical comorbidities and postoperative rehabilitation. This quality improvement initiative aimed to establish a novel, interdisciplinary PNT program with the goal of optimizing UE recovery and function in individuals with tetraplegia in Canada. MATERIALS AND METHODS An interprofessional team assembled to complete a detailed exploration of care segments, organizing and sequencing care delivery. RESULTS AND CONCLUSIONS As a result of this initiative, a care map of planned interprofessional services, their optimal timing across the continuum of care, and clinical functional and community integration outcomes were developed. Data collection and program evaluation are ongoing, and further work to mitigate barriers and develop educational materials around PNT surgery are intended to improve medical decision making and best practice implementation.
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Affiliation(s)
- B Catharine Craven
- Spinal Cord Rehabilitation Program, Lyndhurst Centre, Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
- KITE Research Institute, University Health Network, Toronto, ON, Canada
- Division of Physical Medicine and Rehabilitation, Department of Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Jana Dengler
- Division of Plastic and Reconstructive Surgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Julia Rybkina
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
- KITE Research Institute, University Health Network, Toronto, ON, Canada
| | - Sivakumar Gulasingam
- Spinal Cord Rehabilitation Program, Lyndhurst Centre, Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
| | - Kelly Bishop
- Ambulatory Rehab Hand Therapy Program, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Parvin Eftekhar
- Spinal Cord Rehabilitation Program, Lyndhurst Centre, Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
- Department of Occupational Science & Occupational Therapy, University of Toronto, Toronto, ON, Canada
| | - Sukhvinder Kalsi-Ryan
- Spinal Cord Rehabilitation Program, Lyndhurst Centre, Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
- KITE Research Institute, University Health Network, Toronto, ON, Canada
- Department of Physical Therapy, University of Toronto, Toronto, ON, Canada
| | - Julio C Furlan
- Spinal Cord Rehabilitation Program, Lyndhurst Centre, Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
- KITE Research Institute, University Health Network, Toronto, ON, Canada
- Division of Physical Medicine and Rehabilitation, Department of Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
| | - Jordan Silverman
- Division of Physical Medicine and Rehabilitation, Department of Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Kristina Guy
- Spinal Cord Rehabilitation Program, Lyndhurst Centre, Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
| | - Larry Robinson
- Division of Physical Medicine and Rehabilitation, Department of Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Sunnybrook Health Sciences Centre, Toronto, ON, Canada
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3
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Bailly N, Wagnac E, Petit Y. Regional mechanical properties of spinal cord gray and white matter in transverse section. J Mech Behav Biomed Mater 2025; 163:106898. [PMID: 39826225 DOI: 10.1016/j.jmbbm.2025.106898] [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: 06/07/2024] [Revised: 01/08/2025] [Accepted: 01/13/2025] [Indexed: 01/22/2025]
Abstract
Understanding spinal cord injury requires a comprehensive knowledge of its mechanical properties, which remains debated due to the variability reported. This study aims to characterize the regional mechanical properties of the spinal cord in transverse sections using micro-indentation. Quasi-static indentations were performed on the entire surface of transverse slices obtained from 10 freshly harvested porcine thoracic spinal cords using a 0.5 mm diameter flat punch. No significant difference in average longitudinal elastic modulus was found between white matter (n = 183, E = 0.51 ± 0.21 kPa) and gray matter (n = 51, E = 0.53 ± 0.25 kPa). In the gray matter, the elastic modulus in the dorsal horn (0.48 ± 0.18 kPa) was significantly smaller than in the ventral horn (0.57 ± 0.24 kPa) (GLMM, p < 0.05). The elastic modulus in the dorsal horn was also significantly smaller than in the lateral (0.52 ± 0.22 kPa) and ventral funiculi (0.53 ± 0.18 kPa) of the white matter (GLMM, p < 0.05). However, there was no significant difference in the elastic modulus among the ventral, lateral and dorsal funiculi of the white matter (GLMM, p > 0.05). The average elastic modulus strongly varies between samples, ranging from 0.23 (±0.06) kPa to 0.79 (±0.18) kPa and the testing time postmortem was significantly associated with a decrease in elastic modulus (t = -5.2, p < 0.001). The spinal cord's white matter demonstrated significantly lower elastic modulus compared to published data on brain tissue tested under similar conditions. These findings enhance our comprehension of the mechanical properties of spinal cord white and gray matter, challenging the homogeneity assumption of current models.
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Affiliation(s)
- Nicolas Bailly
- LBA UMRT24, Aix Marseille Université/Université Gustave Eiffel, Marseille, France; ILab-Spine - Laboratoire International en Imagerie et Biomécanique Du Rachis, France.
| | - Eric Wagnac
- Ecole de Technologie Supérieure, 1100 Rue Notre Dame O, Montréal, QC, H3C 1K3, Canada; Research Center, CIUSSS Nord de L'île de Montréal, 5400 Boul Gouin O, Montréal, QC, H4J 1C5, Canada; ILab-Spine - Laboratoire International en Imagerie et Biomécanique Du Rachis, France
| | - Yvan Petit
- Ecole de Technologie Supérieure, 1100 Rue Notre Dame O, Montréal, QC, H3C 1K3, Canada; Research Center, CIUSSS Nord de L'île de Montréal, 5400 Boul Gouin O, Montréal, QC, H4J 1C5, Canada; ILab-Spine - Laboratoire International en Imagerie et Biomécanique Du Rachis, France
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4
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Noonan VK, Humphreys S, Biering-Sørensen F, Charlifue S, Chen Y, Guest JD, Jones LAT, French J, Widerström-Noga E, Lemmon VP, Heinemann AW, Schwab JM, Phillips AA, Rizi MM, Kramer JLK, Jutzeler CR, Torres-Espin A. Enhancing data standards to advance translation in spinal cord injury. Exp Neurol 2025; 384:115048. [PMID: 39522801 DOI: 10.1016/j.expneurol.2024.115048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Revised: 11/03/2024] [Accepted: 11/04/2024] [Indexed: 11/16/2024]
Abstract
Data standards are available for spinal cord injury (SCI). The International SCI Data Sets were created in 2002 and there are currently 27 freely available. In 2014 the National Institute of Neurological Disorders and Stroke developed clinical common data elements to promote clinical data sharing in SCI. The objective of this paper is to provide an overview of SCI data standards, describe learnings from the traumatic brain injury (TBI) field using data to enhance research and care, and discuss future opportunities in SCI. Given the complexity of SCI, frameworks such as a systems medicine approach and Big Data perspective have been advanced. Implementation of these frameworks require multi-modal data and a shift towards open science and principles such as requiring data to be FAIR (Findable, Accessible, Interoperable and Reusable). Advanced analytics such as artificial intelligence require data to be interoperable so data can be exchanged among different technology systems and software applications. The TBI field has multiple ongoing initiatives to promote sharing and data reuse for both pre-clinical and clinical studies, which is an opportunity for the SCI field given these injuries can often occur concomitantly. The adoption of interoperable standards, data sharing, open science, and the use of advanced analytics in SCI is needed to facilitate translation in research and care. It is critical that people with lived experience are engaged to ensure data are relevant and enhances quality of life.
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Affiliation(s)
- Vanessa K Noonan
- Praxis Spinal Cord Institute, Vancouver, BC, Canada; International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada.
| | | | - Fin Biering-Sørensen
- Department of Clinical Medicine, University of Copenhagen and Department of Brain and Spinal Cord Injuries, Bodil Eskesen Center, Rigshospitalet, Glostrup, Denmark
| | | | - Yuying Chen
- University of Alabama at Birmingham, Birmingham, AL, USA
| | - James D Guest
- Department of Neurosurgery and the Miami Project to Cure Paralysis, the Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Linda A T Jones
- Center for Outcomes and Measurement, Jefferson College of Rehabilitation Sciences, Thomas Jefferson University, Philadelphia, PA, USA
| | - Jennifer French
- Neurotech Network, Saint Petersburg, FL, USA; North American Spinal Cord Injury Consortium, Niagara Falls, NY, USA
| | - Eva Widerström-Noga
- Miami Project to Cure Paralysis, University of Miami, Miami, FL, USA; Neuroscience Graduate Program, University of Miami, Miami, FL, USA
| | - Vance P Lemmon
- Miami Project to Cure Paralysis, University of Miami, Miami, FL, USA; Center for Computational Science, University of Miami, Coral Gables, FL, USA
| | - Allen W Heinemann
- Department of Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Evanston, IL, USA; Center for Rehabilitation Outcomes Research, Shirley Ryan AbilityLab, Chicago, IL, USA
| | - Jan M Schwab
- Department of Neurology and Experimental Neurology, Clinical and Experimental Spinal Cord Injury Research, Charité - Universitätsmedizin Berlin, Berlin, Germany; Department of Neurology, Spinal Cord Injury Division, The Ohio State University, Wexner Medical Center, Columbus, OH, USA; Belford Center for Spinal Cord Injury, Departments of Physical Medicine and Rehabilitation and Neuroscience, The Ohio State University, Wexner Medical Center, Columbus, OH, USA
| | - Aaron A Phillips
- Departments of Physiology and Pharmacology, Clinical Neurosciences, Cardiac Sciences, Biomedical Engineering, Hotchkiss Brain Institute, Libin Cardiovascular Institute, Restore Network, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | | | - John L K Kramer
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada; Department of Anesthesiology, Pharmacology, & Therapeutics, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Catherine R Jutzeler
- Department of Health Sciences and Technology (D-HEST), ETH Zurich, Universitätstrasse 2, 8092 Zürich, Switzerland; SIB Swiss Institute of Bioinformatics, Quartier Sorge - Bâtiment Amphipôle, 1015 Lausanne, Switzerland
| | - Abel Torres-Espin
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada; Department of Physical Therapy, Faculty of Rehabilitation Medicine, University of Alberta, Edmonton, AB, Canada; Department of Neurosurgery, Brain and Spinal Injury Center, Weill Institutes for Neurosciences, University of California San Francisco, San Francisco, CA, USA
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5
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Waliullah S, Kumar N, Kumar B, Rastogi D, Ara Z, Raj U, Kumar B. Serum S100-Beta as a Biomarker for Neurological Recovery in Acute Spinal Cord Injury (ASCI): A Prospective Case-Control Study. Cureus 2025; 17:e79202. [PMID: 40125181 PMCID: PMC11926521 DOI: 10.7759/cureus.79202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/18/2025] [Indexed: 03/25/2025] Open
Abstract
BACKGROUND Acute spinal cord injury (ASCI) leads to severe neurological deficits with limited prognostic biomarkers. However, S100-beta (S100B), a calcium-binding protein, emerges as a beacon of hope, showing potential as a serological marker of ASCI severity and recovery, inspiring further research and exploration in this field. METHODS This prospective case-control study included 26 patients with ASCI and 26 age- and sex-matched healthy controls. Serum S100B levels were measured using enzyme-linked immunosorbent assay (ELISA) at baseline, two, and six weeks. Neurological recovery was evaluated using the American Spinal Injury Association (ASIA) Impairment Scale. RESULTS Serum S100B levels in ASCI patients were significantly higher than controls at baseline (0.95 ± 0.16 µg/L vs. 0.028 ± 0.02 µg/L; p < 0.05) and at two weeks (p < 0.05). Levels normalized after six weeks (p > 0.05). Also, when comparing serum S100B levels among cases, it was higher in paraplegia than in the paraparesis group. Elevated serum S100B levels correlated with greater injury severity and poorer neurological outcomes. CONCLUSION S100B is a promising biomarker for early ASCI severity and recovery. However, further large-scale studies are required to establish its clinical utility.
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Affiliation(s)
- Shah Waliullah
- Department of Orthopedic Surgery, King George's Medical University, Lucknow, IND
| | - Nagendra Kumar
- Department of Orthopedic Surgery, King George's Medical University, Lucknow, IND
| | - Binod Kumar
- Department of Orthopedic Surgery, King George's Medical University, Lucknow, IND
| | - Devarshi Rastogi
- Department of Orthopedic Surgery, King George's Medical University, Lucknow, IND
| | - Zeenat Ara
- Department of Orthopedic Surgery, King George's Medical University, Lucknow, IND
| | - Uday Raj
- Department of Orthopedic Surgery, King George's Medical University, Lucknow, IND
| | - Bhavesh Kumar
- Department of Orthopedic Surgery, King George's Medical University, Lucknow, IND
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Sweet SN, Shi Z, Pastore O, Shaw RB, Comeau J, Gainforth HL, McBride CB, Noonan VK, Scott L, Flaro H, Casemore S, Aslam L, Clarke T, Martin Ginis KA. The spinal cord injury (SCI) peer support evaluation tool: the development of a tool to assess outcomes of peer support programs within SCI community-based organizations. Spinal Cord 2024; 62:690-699. [PMID: 39313564 PMCID: PMC11621013 DOI: 10.1038/s41393-024-01033-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 08/08/2024] [Accepted: 09/04/2024] [Indexed: 09/25/2024]
Abstract
STUDY DESIGN Guided by the 4-step process outlined in the Consensus-based Standards for the selection of health Measurement INstruments (COSMIN) guideline, multiple methodologies were used: Delphi, literature reviews, ratings with consensus, think-aloud, and test-retest. OBJECTIVES The purpose of this study was to develop and test a spinal cord injury (SCI) peer support evaluation tool that meets the needs of community-based SCI organizations in Canada. SETTING Peer support programs for people with SCI delivered by community-based SCI organizations. METHODS This research was co-constructed with executives and staff from SCI community-based organizations, people with SCI, researchers, and students. Given the multiple steps of this study, sample size and characteristics varied based on each step. Participants included people with SCI who received peer support (mentees) or provided peer support (mentors/supporters) and staff of community-based organizations. RESULTS In step 1, the 20 most important outcomes for SCI peer support were identified. In step 2 and 3, the 97 items were identified to assess the outcomes and by using rating and multiple consensus methodologies 20 items, one to assess each outcome, were selected. In step 4, content and face validity and test-retest reliability were achieved. The resulting SCI Peer Support Evaluation Tool consists of 20 single-item questions to assess 20 outcomes of SCI peer support. CONCLUSION Through a systematic process, the SCI Peer Support Evaluation Tool is now ready to be implemented to assess outcomes of SCI peer support programs delivered by community-based SCI organizations.
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Affiliation(s)
- Shane N Sweet
- Department of Kinesiology and Physical Education, McGill University, Montreal, QC, Canada.
- Centre for Interdisciplinary Rehabilitation Research in Metropolitan Montreal, Montreal, QC, Canada.
| | - Zhiyang Shi
- Department of Kinesiology and Physical Education, McGill University, Montreal, QC, Canada
- Centre for Interdisciplinary Rehabilitation Research in Metropolitan Montreal, Montreal, QC, Canada
| | - Olivia Pastore
- Department of Kinesiology and Physical Education, McGill University, Montreal, QC, Canada
- Centre for Interdisciplinary Rehabilitation Research in Metropolitan Montreal, Montreal, QC, Canada
| | - Robert B Shaw
- Department of Kinesiology and Physical Education, McGill University, Montreal, QC, Canada
- School of Health & Exercise Sciences, University of British Columbia, Kelowna, BC, Canada
| | - Jacques Comeau
- Department of Kinesiology and Physical Education, McGill University, Montreal, QC, Canada
| | - Heather L Gainforth
- School of Health & Exercise Sciences, University of British Columbia, Kelowna, BC, Canada
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada
| | | | | | - Launel Scott
- Spinal Cord Injury Saskatchewan Inc., Saskatoon, SK, Canada
| | - Haley Flaro
- Ability New Brunswick, Fredericton, NB, Canada
| | | | - Lubna Aslam
- Spinal Cord Injury Ontario, Toronto, ON, Canada
| | | | - Kathleen A Martin Ginis
- School of Health & Exercise Sciences, University of British Columbia, Kelowna, BC, Canada
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada
- Department of Medicine, University of British Columbia, Vancouver, BC, Canada
- Centre for Chronic Disease Prevention and Management, Faculty of Medicine, University of British Columbia, Kelowna, BC, Canada
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7
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Nawaz R, Suen H, Ullah R, Purcell M, Diggin S, McCaughey E, Vuckovic A. Electroencephalography Longitudinal Markers of Central Neuropathic Pain Intensity in Spinal Cord Injury: A Home-Based Pilot Study. Biomedicines 2024; 12:2751. [PMID: 39767658 PMCID: PMC11672874 DOI: 10.3390/biomedicines12122751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2024] [Revised: 11/25/2024] [Accepted: 11/27/2024] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND It is well known from cross-sectional studies that pain intensity affects brain activity as measured by electroencephalography (EEG) in people with neuropathic pain (NP). However, quantitative characterisation is scarce. METHODS In this longitudinal study, ten people with spinal cord injury-related NP recorded their home EEG activity ten days before and after taking medications over a period of several weeks. RESULTS The reduction in pain due to medications was accompanied by changes in the resting state EEG and its reactivity to eyes opening (EO) and closing (EC). There was a significant positive correlation between the frontal theta band and the intensity of pain (visual numerical scale) pre-medication (p = 0.007, Pearson R = 0.29) and theta, alpha, and lower beta (6-15 Hz) band power and the intensity of pain after post-medication over the frontal, central, and parietal cortices. Reactivity had a negative correlation with pain intensity at all locations and frequency bands and showed similar behaviour in wider frequency bands like 8-15 Hz at the occipital cortex and 2-12 Hz at the frontal cortex. CONCLUSIONS EEG could be used to detect the intensity of NP to serve as a surrogate or pharmacodynamic marker.
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Affiliation(s)
- Rab Nawaz
- School of Computer Science and Electronic Engineering (CSEE), University of Essex, Colchester CO4 3SQ, UK; (R.N.)
| | - Ho Suen
- Department of Biomedical Engineering, James Watt School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK
| | - Rahmat Ullah
- School of Computer Science and Electronic Engineering (CSEE), University of Essex, Colchester CO4 3SQ, UK; (R.N.)
| | - Mariel Purcell
- Queen Elizabeth National Spinal Injuries Unit, Queen Elizabeth University Hospital, Glasgow G51 4TF, UK
| | | | - Euan McCaughey
- Queen Elizabeth National Spinal Injuries Unit, Queen Elizabeth University Hospital, Glasgow G51 4TF, UK
| | - Aleksandra Vuckovic
- Department of Biomedical Engineering, James Watt School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK
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8
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Ahrens J, Upper R, Loh E, Wolfe D, Giurleo C, Courten E, Janzen S, Seliman M, Mehta S. Internet-based sexual health resources for those living with spinal cord injury: A content analysis. J Spinal Cord Med 2024; 47:859-880. [PMID: 37428456 PMCID: PMC11533254 DOI: 10.1080/10790268.2023.2220509] [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] [Indexed: 07/11/2023] Open
Abstract
Context: Spinal cord injuries (SCIs) disrupt physiological functioning which can significantly impact sexuality. Those with SCI may rely heavily on Internet sexual health resources for many reasons. Evaluation of current internet health resources is warranted to identify the gaps in the literature.Objectives: The aim of this study was to conduct a purposive review of available Internet sexual health resources for those with SCI.Methods: A Google search was completed with search terms such as: "SCI and sexual functioning", "SCI and sexuality", "SCI and pregnancy" and "SCI and sexual pleasure". Resources were selected if they: (1) provided sexual health education to those with SCI; (2) were designed to increase skills-based learning or influence attitudes and beliefs; and (3) in English language. All identified resources were imported to NVivo 1.5.1 where a thematic content analysis was conducted.Results: The search resulted in 123 resources meeting the criteria. The most common themes included: Sexual functioning (in 83.7% of resources), Reproductive health (67.5%) and Impact of Secondary Complications (61.8%). The least common themes were Psychosocial (24.4%), Stigma (13.8%), and Quality of Life (12.2%). No information was coded for LGBTQ+.Discussion: Sexual health and SCI information focuses primarily on heterosexual males and specifically on sexual functioning. Resources addressing female sexuality were extremely limited and focused largely on reproduction. There was a complete absence of resource aimed to address LGBTQ+ people.Conclusion: The results demonstrate a need for Internet-based sexual health education resources to meet the needs of diverse individuals including women and gender non-conforming people.
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Affiliation(s)
- Jessica Ahrens
- Parkwood Institute Research, Lawson Health Research Institute, Parkwood Institute, London, Ontario, Canada
- St. Joseph’s Health Care, Parkwood Institute, London, Ontario, Canada
| | - Randy Upper
- Parkwood Institute Research, Lawson Health Research Institute, Parkwood Institute, London, Ontario, Canada
- St. Joseph’s Health Care, Parkwood Institute, London, Ontario, Canada
| | - Eldon Loh
- Parkwood Institute Research, Lawson Health Research Institute, Parkwood Institute, London, Ontario, Canada
- St. Joseph’s Health Care, Parkwood Institute, London, Ontario, Canada
- Department of Physical Medicine and Rehabilitation, University of Western Ontario, London, Ontario, Canada
| | - Dalton Wolfe
- Parkwood Institute Research, Lawson Health Research Institute, Parkwood Institute, London, Ontario, Canada
- St. Joseph’s Health Care, Parkwood Institute, London, Ontario, Canada
- Department of Physical Medicine and Rehabilitation, University of Western Ontario, London, Ontario, Canada
| | - Charlie Giurleo
- Parkwood Institute Research, Lawson Health Research Institute, Parkwood Institute, London, Ontario, Canada
- St. Joseph’s Health Care, Parkwood Institute, London, Ontario, Canada
| | - Ella Courten
- Parkwood Institute Research, Lawson Health Research Institute, Parkwood Institute, London, Ontario, Canada
- St. Joseph’s Health Care, Parkwood Institute, London, Ontario, Canada
| | - Shannon Janzen
- Parkwood Institute Research, Lawson Health Research Institute, Parkwood Institute, London, Ontario, Canada
- St. Joseph’s Health Care, Parkwood Institute, London, Ontario, Canada
| | - Merna Seliman
- Parkwood Institute Research, Lawson Health Research Institute, Parkwood Institute, London, Ontario, Canada
- St. Joseph’s Health Care, Parkwood Institute, London, Ontario, Canada
- Department of Physical Medicine and Rehabilitation, University of Western Ontario, London, Ontario, Canada
| | - Swati Mehta
- Parkwood Institute Research, Lawson Health Research Institute, Parkwood Institute, London, Ontario, Canada
- St. Joseph’s Health Care, Parkwood Institute, London, Ontario, Canada
- Department of Physical Medicine and Rehabilitation, University of Western Ontario, London, Ontario, Canada
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9
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Nagoshi N, Hashimoto S, Okano H, Nakamura M. Regenerative medicine for spinal cord injury using induced pluripotent stem cells: from animals to humans. Pain 2024; 165:S76-S81. [PMID: 39560418 DOI: 10.1097/j.pain.0000000000003306] [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: 03/14/2024] [Accepted: 05/05/2024] [Indexed: 11/20/2024]
Abstract
ABSTRACT Spinal cord injury (SCI) results in permanent neurological dysfunction and neuropathic pain. To address this pathology, we recently conducted a clinical study in which we transplanted neural precursor cells (NPCs) derived from human induced pluripotent stem cells into patients during the subacute phase of SCI. One of the therapeutic mechanisms of cell transplantation is the formation of synaptic connections with the host's neural tissues, which we demonstrated using a chemogenetic tool. In addition, we have developed innovative strategies to enhance the effectiveness of cell transplantation through gene therapy. Moreover, our current study is focused on developing cell therapy for chronic SCI, a more challenging pathology characterized by the formation of cavities and scar tissue. In such situations, transplanting NPCs with neurogenic properties could effectively penetrate scar tissue and form functional synapses with the host neurons. To improve the outcomes of cell transplantation alone, we have found that incorporating rehabilitation is beneficial. In animal models of SCI, we have established an effective rehabilitative training program in which NPCs were transplanted during the chronic phase. Robotic rehabilitation has demonstrated improvements in gait ability and trunk function in clinical situations. Therefore, regenerative medicine shows promise for chronic SCI, particularly when rehabilitation strategies are incorporated.
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Affiliation(s)
| | | | - Hideyuki Okano
- Physiology, Keio University School of Medicine, Tokyo, Japan
- Keio University Regenerative Medicine Center, Kawasaki, Japan
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Sober-Williams EK, Lee RHY, Whitehurst DGT, McBride CB, Willms R, Claydon VE. Bowel burdens: a systematic review and meta-analysis examining the relationships between bowel dysfunction and quality of life after spinal cord injury. Spinal Cord 2024; 62:495-506. [PMID: 39014196 PMCID: PMC11368817 DOI: 10.1038/s41393-024-01002-8] [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: 04/26/2023] [Revised: 05/24/2024] [Accepted: 05/29/2024] [Indexed: 07/18/2024]
Abstract
STUDY DESIGN Systematic review and meta-analysis. OBJECTIVES Many individuals with spinal cord injury (SCI) experience autonomic dysfunction, including profound impairments to bowel and cardiovascular function. Neurogenic bowel dysfunction (NBD) is emerging as a potential determinant of quality of life (QoL) after SCI. For individuals with high-level lesions ( > T6), bowel care-related autonomic dysreflexia (B-AD; profound episodic hypertension) further complicates bowel care. We aimed to evaluate the extent of bowel dysfunction after SCI, and the impact of bowel dysfunction on QoL after SCI. METHODS We searched five databases to identify research assessing the influence of NBD or B-AD on QoL after SCI. Metrics of bowel dysfunction (fecal incontinence [FI], constipation, time to complete, and B-AD) and QoL data were extracted and synthesised. Where possible, meta-analyses were performed. RESULTS Our search identified 2042 titles, of which 39 met our inclusion criteria. Individuals with SCI identified problems with NBD (74.7%), FI (56.9%), and constipation (54.6%), and 49.3% of individuals with SCI > T6 experienced B-AD. Additionally, 40.3% of individuals experienced prolonged defecation ( > 30 min). Moderate/severe deterioration in QoL due to NBD was reported by 55.5% of individuals with SCI, with negative impacts on physical, emotional, and social health-related QoL associated with inflexibility of bowel routines, fear of accidents, and loss of independence. CONCLUSION Bowel dysfunction and bowel care challenges are prevalent and disabling for individuals with SCI, with a profoundly negative impact on QoL. Improving bowel management is a key target to improve QoL for those living with SCI.
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Affiliation(s)
- Elin K Sober-Williams
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada
- International Collaboration On Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada
| | - Rebekah H Y Lee
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada
- International Collaboration On Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada
| | - David G T Whitehurst
- International Collaboration On Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | | | - Rhonda Willms
- International Collaboration On Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada
- GF Strong Rehabilitation Centre, Spinal Cord Injury Program, Vancouver Coastal Health, Vancouver, BC, Canada
- Division of Physical Medicine and Rehabilitation, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Victoria E Claydon
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada.
- International Collaboration On Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada.
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Wang P, Zhou S, Li B, Wang Y, Xu W. Investigating Research Hotspots of Combat-related Spinal Injuries: A 30-year Bibliometric Analysis Study. Mil Med 2024; 189:e1982-e1988. [PMID: 38771111 PMCID: PMC11363387 DOI: 10.1093/milmed/usae178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 01/15/2024] [Accepted: 04/10/2024] [Indexed: 05/22/2024] Open
Abstract
INTRODUCTION Spinal cord injuries often lead to significant motor and sensory deficits, as well as autonomic dysfunction. Compared with normal spinal injuries, combat-related spinal injuries (CRSIs) are usually more complex and challenging to treat because of multiple traumas, firing-line treatments, and arduous initial treatments on a battlefield. Yet numerous issues remain unresolved about clinical treatment and scientific research. The enhancement of CRSI diagnosis and treatment quality by military surgeons and nurses is imperative. The objective of this study is to identify the frontiers, hotspots, and trends among recent research, summarize the development process of clinical trials, and visualize them systematically. MATERIALS AND METHODS We collected publications from CRSI based on the Core Collection of Web of Science for 30 years from January 1, 1993 to May 1, 2023.Visualizations of the knowledge maps were produced using VOSviewer and CiteSpace software. We examined annual trends of publications and distribution patterns, the number of publications, as well as the research hotspots. RESULTS Among 201 documents, it was found that there was a stable upward trend in publications. There were 2 rapid growth stages during the 30 years. Among all countries, the USA contributed the most publications, along with the highest influence and the most international cooperation. Military Medicine was the journal of the maximum publications, whereas the Spine journal was the most influential one. Keyword co-occurrence analysis and trend topics analysis revealed that these articles focused 5 distinct categories for CRSI. CONCLUSIONS As the first bibliometric study focused on CRSI, we demonstrated the evolution of the field and provided future research directions. We summarized the hotspots and 5 clusters published. This would serve as a useful guide for clinicians and scientists regarding CRSI global impacts.
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Affiliation(s)
- Pengru Wang
- Department of Orthopedic Oncology, Changzheng Hospital, Naval Military Medical University, Shanghai 200003, China
| | - Shangbin Zhou
- Department of Orthopedic Oncology, Naval Medical Center, Naval Military Medical University, Shanghai 200030, China
| | - Bo Li
- Department of Orthopedic Oncology, Changzheng Hospital, Naval Military Medical University, Shanghai 200003, China
| | - Yingtian Wang
- Medical Administration Division, Chinese PLA General Hospital, Beijing 100141, China
| | - Wei Xu
- Department of Orthopedic Oncology, Changzheng Hospital, Naval Military Medical University, Shanghai 200003, China
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Ranjbar Hameghavandi MH, Khodadoust E, Hassan Zadeh Tabatabaei MS, Farahbakhsh F, Ghodsi Z, Rostamkhani S, Ghashghaie S, Abbaszade M, Arbabi A, Hossieni SM, Sadeghi-Naini M, Atlasi R, Kankam SB, Vaccaro AR, Guest J, Fehlings M, Rahimi-Movaghar V. Challenges in traumatic spinal cord injury care in developing countries - a scoping review. Front Public Health 2024; 12:1377513. [PMID: 39224559 PMCID: PMC11368135 DOI: 10.3389/fpubh.2024.1377513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2024] [Accepted: 07/24/2024] [Indexed: 09/04/2024] Open
Abstract
Objective To evaluate the leading challenges in developing countries' traumatic spinal cord injury (TSCI) care. Methods We conducted a systematic search in electronic databases of PubMed, SCOPUS, Web of Science, EMBASE, and Cochrane Library on 16 April 2023. Studies that investigated challenges associated with the management of TSCI in developing countries were eligible for review. We extracted related outcomes and categorized them into four distinct parts: injury prevention, pre-hospital care, in-hospital care, and post-hospital care. Results We identified 82 articles that met the eligibility criteria including 13 studies on injury prevention, 25 on pre-hospital care, 32 on in-hospital care, and 61 on post-hospital care. Challenges related to post-hospital problems including the personal, financial, and social consequences of patients' disabilities and the deficiencies in empowering people with TSCI were foremost studied. Lack of trained human resources, insufficient public education and delays in care delivery were barriers in the acute and chronic management of TSCI. A well-defined pre-hospital network and standard guidelines for the management of acute neurotrauma are needed. Critical challenges in injury prevention include deficiencies in infrastructure and supportive legislation. Conclusion Studies focusing on injury prevention and pre-hospital care in TSCI management in developing countries warrant further investigation. It is imperative to develop systematic and evidence-based initiatives that are specifically tailored to the unique circumstances of each country to address these challenges effectively. By understanding the primary obstacles, policymakers and healthcare providers can establish goals for improving education, planning, legislation, and resource allocation.
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Affiliation(s)
| | - Elaheh Khodadoust
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Farzin Farahbakhsh
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Zahra Ghodsi
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Sabra Rostamkhani
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Shahryar Ghashghaie
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Mahkame Abbaszade
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Arash Arbabi
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Seyedeh Maede Hossieni
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohsen Sadeghi-Naini
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
- Neurosurgery Department, Shohada Hospital, Lorestan University of medical sciences, Khoram-Abad, Iran
| | - Rasha Atlasi
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran, Iran
- Endocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Samuel Berchi Kankam
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
- Department of Neurosurgery, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Alexander R. Vaccaro
- Department of Neurosurgery, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - James Guest
- Department of Orthopedics and Neurosurgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, United States
| | - Michael Fehlings
- Neurosurgery and the Miami Project to Cure Paralysis, Miller School of Medicine, University of Miami, Coral Gables, FL, United States
- Division of Genetics and Development, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Vafa Rahimi-Movaghar
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
- Department of Surgery and Spine Program, University of Toronto, Toronto, ON, Canada
- Universal Scientific Education and Research Network (USERN), Tehran, Iran
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Hirsch A, Tyagi N, Goel S, Chhabra HS, Fallah N, Noonan VK, Sehrawat S, Saini A, Barnwal A, Krassioukov AV. Bowel and Bladder Dysfunction after SCI: A Comparison between India and Canada. Top Spinal Cord Inj Rehabil 2024; 30:1-9. [PMID: 39139774 PMCID: PMC11317642 DOI: 10.46292/sci23-00058] [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] [Indexed: 08/15/2024]
Abstract
Background The inclusion of people living with spinal cord injury (SCI) in research has allowed for an informed understanding of priorities of recovery of which bowel dysfunction and bladder dysfunction have been continuously identified. Research has also demonstrated the global disparities in SCI outcomes particularly when comparing high- and low-income countries. Currently, there is a lack of direct comparison between countries when assessing SCI outcomes. Objectives This is an exploratory study to better understand bowel and bladder dysfunction amongst individuals with SCI in India and Canada. Methods Data from 33 participants were analyzed. Participants completed an online questionnaire assessing demographic information and the Neurogenic Bowel Dysfunction (NBD) score, Wexner score, Neurogenic Bladder Symptom Score (NBSS), and the Incontinence Quality of Life Instrument (I-QOL). Continuous data were compared using t tests. For not normally distributed data, the independent Mann-Whitney U test was used. Categorical variables were evaluated for association using Fisher's exact or chi-square test, depending on the sample size. Results Independent Mann-Whitney U test demonstrated that the Canadian participants had poorer bowel function with higher total NBD scores (p = .007) and less frequent bowel movements (p = .036), and they were more likely to experience uneasiness, headaches, and perspiration during bowel movements (p < .001). NBSS results indicated a small but significantly higher proportion of the Indian participants were unsatisfied or unhappy with their bladder function (p = .049). The distribution of Wexner and I-QOL scores were the same across countries. Conclusion Potential explanations for differences include lifestyle, management, financial resources, patient and caregiver education, and societal pressures, which are all heavily influenced by cultural, geographical, and economic circumstances.
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Affiliation(s)
- Aliza Hirsch
- International Collaboration on Repair Discoveries (ICORD), Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- MD Undergraduate Program, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Nishu Tyagi
- Spine & Rehabilitation Center, Sri Balaji Action Medical Institute, New Delhi, India
| | - Shakti Goel
- Spine & Rehabilitation Center, Sri Balaji Action Medical Institute, New Delhi, India
| | | | - Nader Fallah
- Praxis Spinal Cord Institute, Vancouver, BC, Canada
| | | | | | - Aditya Saini
- Spine & Rehabilitation Center, Sri Balaji Action Medical Institute, New Delhi, India
| | | | - Andrei V. Krassioukov
- International Collaboration on Repair Discoveries (ICORD), Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- Division of Physical Medicine and Rehabilitation, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- G.F. Strong Rehabilitation Centre, Vancouver, BC, Canada
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Dengler J, Perlman M, Jennett M, Marcon E, Guilcher S. An Examination of Utilization Rates Over Time of Nerve and Tendon Transfers in Canada to Improve Upper Limb Function in Cervical Spinal Cord Injury. Plast Surg (Oakv) 2024; 32:367-373. [PMID: 39104933 PMCID: PMC11298141 DOI: 10.1177/22925503221120544] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 05/20/2022] [Accepted: 06/01/2022] [Indexed: 08/07/2024] Open
Abstract
Introduction: Upper limb function loss in cervical spinal cord injury (SCI) contributes to substantial disability, and negatively impacts quality of life. Nerve transfer and tendon transfer surgery can provide improved upper limb function. This study assessed the utilization of nerve and tendon transfer surgery for individuals with tetraplegia in Canada. Methods: Data from the Canadian Institute for Health Information's Discharge Abstracts Database and the National Ambulatory Care Reporting System were used to identify the nerve and tendon transfer procedures performed in individuals with tetraplegia (2004-2020). Cases were identified using cervical SCI ICD-10-CA codes and Canadian Classification of Intervention codes for upper extremity nerve and tendon transfers. Data on sex, age at time of procedure, province, and hospital stay duration were recorded. Results: From 2004 to 2020, there were ≤80 nerve transfer procedures (81% male, mean age 38.3 years) and 61 tendon transfer procedures (78% male, mean age 45.0 years) performed (highest in Ontario and British Columbia). Using an estimate of 50% eligibility, an average of 1.3% of individuals underwent nerve transfer and 1.0% underwent tendon transfer. Nerve transfers increased over time (2004-2009, n = <5; 2010-2015, n = 27; 2016-2019, n = 49) and tendon transfers remained relatively constant. Both transfer types were performed as day-surgery or single night stay. Conclusions: Nerve and tendon transfer surgery to improve upper limb function in Canadians with tetraplegia remains low. This study highlights a substantial gap in care for this vulnerable population. Identification of barriers that prevent access to care is required to promote best practice for upper extremity care.
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Affiliation(s)
- Jana Dengler
- Division of Plastic and Reconstructive Surgery, Tory Trauma Program, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Division of Plastic and Reconstructive Surgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
- Translational Research Program, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Maytal Perlman
- Translational Research Program, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Michelle Jennett
- Translational Research Program, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Edyta Marcon
- Translational Research Program, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Sara Guilcher
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, Canada
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15
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Habibi MA, Naseri Alavi SA, Soltani Farsani A, Mousavi Nasab MM, Tajabadi Z, Kobets AJ. Predicting the Outcome and Survival of Patients with Spinal Cord Injury Using Machine Learning Algorithms: A Systematic Review. World Neurosurg 2024; 188:150-160. [PMID: 38796146 DOI: 10.1016/j.wneu.2024.05.103] [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: 04/10/2024] [Accepted: 05/16/2024] [Indexed: 05/28/2024]
Abstract
BACKGROUND Spinal cord injury (SCI) is a significant public health issue, leading to physical, psychological, and social complications. Machine learning (ML) algorithms have shown potential in diagnosing and predicting the functional and neurologic outcomes of subjects with SCI. ML algorithms can predict scores for SCI classification systems and accurately predict outcomes by analyzing large amounts of data. This systematic review aimed to examine the performance of ML algorithms for diagnosing and predicting the outcomes of subjects with SCI. METHODS The literature was comprehensively searched for the pertinent studies from inception to May 25, 2023. Therefore, electronic databases of PubMed, Embase, Scopus, and Web of Science were systematically searched with individual search syntax. RESULTS A total of 9424 individuals diagnosed with SCI across multiple studies were analyzed. Among the 21 studies included, 5 specifically aimed to evaluate diagnostic accuracy, while the remaining 16 focused on exploring prognostic factors or management strategies. CONCLUSIONS ML and deep learning (DL) have shown great potential in various aspects of SCI. ML and DL algorithms have been employed multiple times in predicting and diagnosing patients with SCI. While there are studies on diagnosing acute SCI using DL algorithms, further research is required in this area.
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Affiliation(s)
- Mohammad Amin Habibi
- Skull Base Research Center, Loghman Hakim Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Clinical Research Development Center, Faculty of Medicine, Qom University of Medical Sciences, Qom, Iran
| | | | | | | | - Zohreh Tajabadi
- Digestive Disease Research Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Andrew J Kobets
- Department of Neurological Surgery, Montefiore Medical, Bronx, NY, USA
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16
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Habib Perez O, Chan K, Martin S, Marinho-Buzelli A, Singh H, Musselman KE. The experience of falls and fall risk during the subacute phase of spinal cord injury: a mixed methods study. Disabil Rehabil 2024; 46:3937-3945. [PMID: 37732508 DOI: 10.1080/09638288.2023.2259311] [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: 02/14/2023] [Revised: 09/06/2023] [Accepted: 09/10/2023] [Indexed: 09/22/2023]
Abstract
PURPOSE To understand the circumstances, causes and consequences of falls experienced by individuals with subacute SCI, and to explore their perspectives on how falls/fall risk impacted their transition to community living. MATERIALS AND METHODS Sixty adults with subacute SCI participated. A sequential explanatory mixed methods design was adopted. In Phase I, falls were monitored for six months post-inpatient rehabilitation discharge through a survey. In Phase II, a qualitative focus group (n = 5) was held to discuss participants' perspectives on Phase I results and falls/fall risk. Descriptive statistics and thematic analysis were used to analyze Phase I and II data, respectively. RESULTS Falls commonly occurred in the daytime, at home and about half resulted in minor injury. Three themes reflecting participants' perspectives were identified in Phase II. 1) Lack of preparedness to manage fall risk upon returning home from inpatient rehabilitation. 2) Adjusting to increased fall risk following discharge from inpatient rehabilitation. 3) Psychological impact of the transition to living at home with an increased fall risk. CONCLUSIONS The findings highlight the need for fall prevention initiatives during subacute SCI, when individuals are learning to manage their increased fall risk.
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Affiliation(s)
- Olinda Habib Perez
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
| | - Katherine Chan
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
| | - Samantha Martin
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | | | - Hardeep Singh
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
- Department of Occupational Science and Occupational Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Kristin E Musselman
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
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Jia A, Kuramoto L, Warner FM, Liu L, Williams AM, Conklin A, West CR, Cragg JJ. Sex differences in heart disease prevalence among individuals with spinal cord injury: A population-based study. J Spinal Cord Med 2024; 47:559-565. [PMID: 36975605 PMCID: PMC11218573 DOI: 10.1080/10790268.2022.2147891] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/29/2023] Open
Abstract
CONTEXT/OBJECTIVE The risk for cardiovascular disease is amplified following spinal cord injury, but whether risk differs between the sexes remains unknown. Here, we evaluated sex differences in the prevalence of heart disease among individuals with spinal cord injury, and compared sex differences with able-bodied individuals. DESIGN The design was a cross-sectional study. Multivariable logistic regression analysis was conducted, using inverse probability weighting to account for the sampling method and to adjust for confounders. SETTING Canada. PARTICIPANTS Individuals who participated in the national Canadian Community Health Survey. INTERVENTIONS Not applicable. OUTCOME MEASURES Self-reported heart disease. RESULTS Among 354 individuals with spinal cord injury, the weighted prevalence of self-reported heart disease was 22.9% in males and 8.7% in females, with an inverse-probability weighted odds ratio of 3.44 (95% CI 1.70-6.95) for males versus females. Among 60,605 able-bodied individuals, the prevalence of self-reported heart disease was 5.8% in males and 4.0% in females, with an inverse probability weighted odds ratio of 1.62 (95% CI 1.50-1.75) for males versus females. The effect of male sex on increasing heart disease prevalence was about two times higher among individuals with spinal cord injury than able-bodied individuals (relative difference in inverse probability weighted odds ratios = 2.12, 95% CI 1.08-4.51). CONCLUSION Males with spinal cord injury exhibit a significantly higher prevalence of heart disease, compared with females with spinal cord injury. Moreover, relative to able-bodied individuals, spinal cord injury amplifies sex-related differences in heart disease. Overall, this work will inform targeted cardiovascular prevention strategies, and may also inform a better understanding of cardiovascular disease progression in both able-bodied and individuals with spinal cord injury.
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Affiliation(s)
- Analisa Jia
- Collaboration for Outcomes Research and Evaluation (CORE), Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC, Canada
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada
| | - Lisa Kuramoto
- Centre for Clinical Epidemiology & Evaluation (C2E2), Vancouver Coastal Health Research Institute, University of British Columbia, Vancouver, BC, Canada
| | - Freda M. Warner
- Collaboration for Outcomes Research and Evaluation (CORE), Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC, Canada
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada
| | - Lisa Liu
- Collaboration for Outcomes Research and Evaluation (CORE), Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC, Canada
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada
| | - Alexandra M. Williams
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada
| | - Annalijn Conklin
- Collaboration for Outcomes Research and Evaluation (CORE), Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Christopher R. West
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada
- School of Health and Exercise Sciences, University of British Columbia, Kelowna, BC, Canada
| | - Jacquelyn J. Cragg
- Collaboration for Outcomes Research and Evaluation (CORE), Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC, Canada
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada
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Ishaque AH, Alvi MA, Pedro K, Fehlings MG. Imaging protocols for non-traumatic spinal cord injury: current state of the art and future directions. Expert Rev Neurother 2024; 24:691-709. [PMID: 38879824 DOI: 10.1080/14737175.2024.2363839] [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: 10/13/2023] [Accepted: 05/31/2024] [Indexed: 06/21/2024]
Abstract
INTRODUCTION Non-traumatic spinal cord injury (NTSCI) is a term used to describe damage to the spinal cord from sources other than trauma. Neuroimaging techniques such as computerized tomography (CT) and magnetic resonance imaging (MRI) have improved our ability to diagnose and manage NTSCIs. Several practice guidelines utilize MRI in the diagnostic evaluation of traumatic and non-traumatic SCI to direct surgical intervention. AREAS COVERED The authors review practices surrounding the imaging of various causes of NTSCI as well as recent advances and future directions for the use of novel imaging modalities in this realm. The authors also present discussions around the use of simple radiographs and advanced MRI modalities in clinical settings, and briefly highlight areas of active research that seek to advance our understanding and improve patient care. EXPERT OPINION Although several obstacles must be overcome, it appears highly likely that novel quantitative imaging features and advancements in artificial intelligence (AI) as well as machine learning (ML) will revolutionize degenerative cervical myelopathy (DCM) care by providing earlier diagnosis, accurate localization, monitoring for deterioration and neurological recovery, outcome prediction, and standardized practice. Some intriguing findings in these areas have been published, including the identification of possible serum and cerebrospinal fluid biomarkers, which are currently in the early phases of translation.
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Affiliation(s)
- Abdullah H Ishaque
- Division of Neurosurgery and Spine Program, Department of Surgery, University of Toronto, Toronto, ON, Canada
- Division of Neurosurgery, Krembil Neuroscience Centre, University Health Network, Toronto, ON, Canada
| | - Mohammed Ali Alvi
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
| | - Karlo Pedro
- Division of Neurosurgery and Spine Program, Department of Surgery, University of Toronto, Toronto, ON, Canada
- Division of Neurosurgery, Krembil Neuroscience Centre, University Health Network, Toronto, ON, Canada
| | - Michael G Fehlings
- Division of Neurosurgery and Spine Program, Department of Surgery, University of Toronto, Toronto, ON, Canada
- Division of Neurosurgery, Krembil Neuroscience Centre, University Health Network, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
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Fan X, Shi L, Yang Z, Li Y, Zhang C, Bai B, Chen L, Yilihamu EE, Qi Z, Li W, Xiao P, Liu M, Qiu J, Yang F, Ran N, Shang Y, Liu J, Zhang T, Kong X, Liu H, Zhou H, Feng S. Targeted Repair of Spinal Cord Injury Based on miRNA-124-3p-Loaded Mesoporous Silica Camouflaged by Stem Cell Membrane Modified with Rabies Virus Glycoprotein. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2309305. [PMID: 38509833 PMCID: PMC11151008 DOI: 10.1002/advs.202309305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 02/17/2024] [Indexed: 03/22/2024]
Abstract
Spinal cord injury (SCI) has no effective treatment modalities. It faces a significant global therapeutical challenge, given its features of poor axon regeneration, progressive local inflammation, and inefficient systemic drug delivery due to the blood-spinal cord barrier (BSCB). To address these challenges, a new nano complex that achieves targeted drug delivery to the damaged spinal cord is proposed, which contains a mesoporous silica nanoparticle core loaded with microRNA and a cloaking layer of human umbilical cord mesenchymal stem cell membrane modified with rabies virus glycoprotein (RVG). The nano complex more readily crosses the damaged BSCB with its exosome-resembling properties, including appropriate size and a low-immunogenic cell membrane disguise and accumulates in the injury center because of RVG, where it releases abundant microRNAs to elicit axon sprouting and rehabilitate the inflammatory microenvironment. Culturing with nano complexes promotes axonal growth in neurons and M2 polarization in microglia. Furthermore, it showed that SCI mice treated with this nano complex by tail vein injection display significant improvement in axon regrowth, microenvironment regulation, and functional restoration. The efficacy and biocompatibility of the targeted delivery of microRNA by nano complexes demonstrate their immense potential as a noninvasive treatment for SCI.
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Affiliation(s)
- Xiangchuang Fan
- Department of OrthopaedicsQilu Hospital of Shandong UniversityShandong University Centre for OrthopaedicsCheeloo College of MedicineShandong UniversityJinan250012P. R. China
| | - Lusen Shi
- Department of OrthopaedicsQilu Hospital of Shandong UniversityShandong University Centre for OrthopaedicsCheeloo College of MedicineShandong UniversityJinan250012P. R. China
| | - Zimeng Yang
- Department of OrthopaedicsQilu Hospital of Shandong UniversityShandong University Centre for OrthopaedicsCheeloo College of MedicineShandong UniversityJinan250012P. R. China
| | - Yiwei Li
- State Key Laboratory of Crystal MaterialsShandong UniversityJinan250100P. R. China
| | - Chi Zhang
- Department of OrthopaedicsQilu Hospital of Shandong UniversityShandong University Centre for OrthopaedicsCheeloo College of MedicineShandong UniversityJinan250012P. R. China
| | - Baoshuai Bai
- Department of OrthopaedicsQilu Hospital of Shandong UniversityShandong University Centre for OrthopaedicsCheeloo College of MedicineShandong UniversityJinan250012P. R. China
| | - Lu Chen
- Department of OrthopaedicsQilu Hospital of Shandong UniversityShandong University Centre for OrthopaedicsCheeloo College of MedicineShandong UniversityJinan250012P. R. China
| | - Elzat Elham‐Yilizati Yilihamu
- Department of OrthopaedicsQilu Hospital of Shandong UniversityShandong University Centre for OrthopaedicsCheeloo College of MedicineShandong UniversityJinan250012P. R. China
| | - Zhangyang Qi
- Department of OrthopaedicsQilu Hospital of Shandong UniversityShandong University Centre for OrthopaedicsCheeloo College of MedicineShandong UniversityJinan250012P. R. China
| | - Wenxiang Li
- Department of OrthopaedicsQilu Hospital of Shandong UniversityShandong University Centre for OrthopaedicsCheeloo College of MedicineShandong UniversityJinan250012P. R. China
| | - Peng Xiao
- Key Laboratory Experimental Teratology of the Ministry of EducationDepartment of Biochemistry and Molecular BiologySchool of Basic Medical SciencesCheeloo College of MedicineShandong UniversityJinan250012P. R. China
| | - Mingshan Liu
- Department of OrthopaedicsQilu Hospital of Shandong UniversityShandong University Centre for OrthopaedicsCheeloo College of MedicineShandong UniversityJinan250012P. R. China
| | - Jichuan Qiu
- State Key Laboratory of Crystal MaterialsShandong UniversityJinan250100P. R. China
| | - Fan Yang
- Key Laboratory Experimental Teratology of the Ministry of EducationDepartment of Biochemistry and Molecular BiologySchool of Basic Medical SciencesCheeloo College of MedicineShandong UniversityJinan250012P. R. China
- Advanced Medical Research InstituteShandong UniversityJinan250012P. R. China
| | - Ning Ran
- Department of OrthopaedicsQilu Hospital of Shandong UniversityShandong University Centre for OrthopaedicsCheeloo College of MedicineShandong UniversityJinan250012P. R. China
- The Second Hospital of Shandong UniversityCheeloo College of MedicineShandong UniversityJinan250033P. R. China
| | - Yifan Shang
- Department of OrthopaedicsQilu Hospital of Shandong UniversityShandong University Centre for OrthopaedicsCheeloo College of MedicineShandong UniversityJinan250012P. R. China
| | - Jiaxing Liu
- Department of OrthopaedicsQilu Hospital of Shandong UniversityShandong University Centre for OrthopaedicsCheeloo College of MedicineShandong UniversityJinan250012P. R. China
| | - Tehan Zhang
- The Second Hospital of Shandong UniversityCheeloo College of MedicineShandong UniversityJinan250033P. R. China
| | - Xiaohong Kong
- Department of OrthopaedicsQilu Hospital of Shandong UniversityShandong University Centre for OrthopaedicsCheeloo College of MedicineShandong UniversityJinan250012P. R. China
- Advanced Medical Research InstituteShandong UniversityJinan250012P. R. China
| | - Hong Liu
- State Key Laboratory of Crystal MaterialsShandong UniversityJinan250100P. R. China
- Hefei National LaboratoryJinan BranchJinan Institute of Quantum TechnologyJinan250101P. R. China
| | - Hengxing Zhou
- Department of OrthopaedicsQilu Hospital of Shandong UniversityShandong University Centre for OrthopaedicsCheeloo College of MedicineShandong UniversityJinan250012P. R. China
- Advanced Medical Research InstituteShandong UniversityJinan250012P. R. China
| | - Shiqing Feng
- Department of OrthopaedicsQilu Hospital of Shandong UniversityShandong University Centre for OrthopaedicsCheeloo College of MedicineShandong UniversityJinan250012P. R. China
- Advanced Medical Research InstituteShandong UniversityJinan250012P. R. China
- The Second Hospital of Shandong UniversityCheeloo College of MedicineShandong UniversityJinan250033P. R. China
- Department of OrthopaedicsTianjin Medical University General HospitalInternational Science and Technology Cooperation Base of Spinal Cord InjuryTianjin Key Laboratory of Spine and Spinal CordTianjin Medical UniversityTianjin300052P.R. China
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20
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Stefanova EE, Dychiao JVT, Chinn MC, Borhani M, Scott AL. P2X7 regulates ependymo-radial glial cell proliferation in adult Danio rerio following spinal cord injury. Biol Open 2024; 13:bio060270. [PMID: 38526172 PMCID: PMC11033521 DOI: 10.1242/bio.060270] [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: 12/06/2023] [Accepted: 03/11/2024] [Indexed: 03/26/2024] Open
Abstract
In contrast to mammals, zebrafish undergo successful neural regeneration following spinal cord injury. Spinal cord ependymo-radial glia (ERG) undergo injury-induced proliferation and neuronal differentiation to replace damaged cells and restore motor function. However, the molecular cues driving these processes remain elusive. Here, we demonstrate that the evolutionarily conserved P2X7 receptors are widely distributed on neurons and ERG within the zebrafish spinal cord. At the protein level, the P2X7 receptor expressed in zebrafish is a truncated splice variant of the full-length variant found in mammals. The protein expression of this 50 kDa isoform was significantly downregulated at 7 days post-injury (dpi) but returned to basal levels at 14 dpi when compared to naïve controls. Pharmacological activation of P2X7 following SCI resulted in a greater number of proliferating cells around the central canal by 7 dpi but did not affect neuronal differentiation at 14 dpi. Our findings suggest that unlike in mammals, P2X7 signaling may not play a maladaptive role following SCI in adult zebrafish and may also work to curb the proliferative response of ERG following injury.
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Affiliation(s)
- Eva E. Stefanova
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, Ontario, Canada
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
| | | | - Mavis C. Chinn
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, Ontario, Canada
| | - Matin Borhani
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Angela L. Scott
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, Ontario, Canada
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
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21
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Deutsch A, Burns J, Potelle J, Kessler A. Trends in the characteristics and outcomes of older patients with non-traumatic spinal cord injury treated in inpatient rehabilitation facilities: 2013-2018. J Spinal Cord Med 2024:1-11. [PMID: 38588027 DOI: 10.1080/10790268.2024.2335414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/10/2024] Open
Abstract
OBJECTIVE To describe the characteristics and outcomes of older (≥ 65 years of age) patients with a non-traumatic spinal cord injury (NTSCI) treated in inpatient rehabilitation facilities (IRFs) between 2013 and 2018. DESIGN Observational study. SETTING IRFs in the United States. PARTICIPANTS 93,631 IRF Medicare stays for patients with NTSCI. INTERVENTIONS Not Applicable. MAIN OUTCOME MEASURES Length of stay, self-care and mobility function, discharge destination. RESULTS Between 2013 and 2018, the number of older (≥ 65 years of age) Medicare patients with a NTSCI treated in IRFs increased about 22.1 percent, from 14,149 to 17,275. In addition to the increase, patients' sociodemographic characteristics shifted to have a slightly higher percentage of patients aged 65-74 years, a slightly higher percentage of males, and slightly fewer patients who identified as Hispanic. There was also a trend of more patients in the higher acuity case-mix groups and comorbidities tiers, but the median length of stay remained 12 days across all years. The percent of patients discharged home or to a community-based setting varied from 73.7 to 75.2 without a trend, although discharge self-care and mobility function increased slightly across the years. CONCLUSIONS Between 2013 and 2018, the number of Medicare patients with NTSCI treated in IRFs increased by more than 22 percent. While patient complexity increased, the median length of stay remained 12 days across the years. Discharge self-care and mobility function increased slightly, and the percent of patients discharged home ranged from 73.7 to 75.2 across the years.
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Affiliation(s)
- Anne Deutsch
- Center for Rehabilitation Outcomes Research, Shirley Ryan AbilityLab, Chicago, Illinois, USA
- Department of Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
- Health Practice, RTI International, Waltham, Massachusetts, USA
| | - Jennifer Burns
- Center for Rehabilitation Outcomes Research, Shirley Ryan AbilityLab, Chicago, Illinois, USA
| | - John Potelle
- Health Practice, RTI International, Waltham, Massachusetts, USA
| | - Allison Kessler
- Health Practice, RTI International, Waltham, Massachusetts, USA
- Renee Crown Center for Spinal Cord Innovation, Shirley Ryan AbilityLab, Chicago, Illinois, USA
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22
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Mofatteh M, Mashayekhi MS, Arfaie S, Chen Y, Malhotra AK, Skandalakis GP, Alvi MA, Afshari FT, Meshkat S, Lin F, Abdulla E, Anand A, Liao X, McIntyre RS, Santaguida C, Weber MH, Fehlings MG. Anxiety and Depression in Pediatric-Onset Traumatic Spinal Cord Injury: A Systematic Review. World Neurosurg 2024; 184:267-282.e5. [PMID: 38143027 DOI: 10.1016/j.wneu.2023.12.092] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 12/15/2023] [Accepted: 12/16/2023] [Indexed: 12/26/2023]
Abstract
BACKGROUND Traumatic spinal cord injury (TSCI) is a debilitating neurological condition with significant long-term consequences on the mental health and well-being of affected individuals. We aimed to investigate anxiety and depression in individuals with pediatric-onset TSCI. METHODS PubMed, Scopus, and Web of Science databases were searched from inception to December 20th, 2022 following the Preferred Reporting Items for Systematic Reviews and Meta-Analysis guidelines, and studies were included according to the eligibility criteria. RESULTS A total of 1013 articles were screened, and 18 studies with 4234 individuals were included in the final review. Of these, 1613 individuals (38.1%) had paraplegia, whereas 1658 (39.2%) had tetraplegia. A total of 1831 participants (43.2%) had complete TSCI, whereas 1024 (24.2%) had incomplete TSCI. The most common etiology of TSCI with 1545 people (36.5%) was motor vehicle accidents. The youngest mean age at the time of injury was 5.92 ± 4.92 years, whereas the oldest was 14.6 ± 2.8 years. Patient Health Questionnaire-9 was the most common psychological assessment used in 9 studies (50.0%). Various risk factors, including pain in 4 studies (22.2%), reduced sleep quality, reduced functional independence, illicit drug use, incomplete injury, hospitalization, reduced quality of life, and duration of injury in 2 (11.1%) studies, each, were associated with elevated anxiety and depression. CONCLUSIONS Different biopsychosocial risk factors contribute to elevated rates of anxiety and depression among individuals with pediatric-onset TSCI. Individuals at risk of developing anxiety and depression should be identified, and targeted support should be provided. Future large-scale studies with long-term follow-up are required to validate and extend these findings.
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Affiliation(s)
- Mohammad Mofatteh
- School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast, Belfast, UK; Neuro International Collaboration (NIC), London, UK.
| | - Mohammad Sadegh Mashayekhi
- Division of Neurosurgery, Department of Surgery, The Ottawa Hospital, Ottawa, Ontario, Canada; Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada; Neuro International Collaboration (NIC), Ottawa, Ontario, Canada
| | - Saman Arfaie
- Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada; Department of Molecular and Cell Biology, University of California Berkeley, Berkeley, California, USA; Neuro International Collaboration (NIC), Montreal, Quebec, Canada
| | - Yimin Chen
- Department of Neurology, Foshan Sanshui District People's Hospital, Foshan, China; Neuro International Collaboration (NIC), Foshan, China
| | - Armaan K Malhotra
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada; Neuro International Collaboration (NIC), Toronto, Ontario, Canada
| | - Georgios P Skandalakis
- First Department of Neurosurgery, Evangelismos General Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Mohammed Ali Alvi
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada; Neuro International Collaboration (NIC), Toronto, Ontario, Canada; Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Fardad T Afshari
- Department of Neurosurgery, Birmingham Children's Hospital, Birmingham, UK
| | - Shakila Meshkat
- Mood Disorders Psychopharmacology Unit, University Health Network, Toronto, Ontario, Canada
| | - Famu Lin
- Department of Neurosurgery, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde), Foshan, China
| | - Ebtesam Abdulla
- Department of Neurosurgery, Salmaniya Medical Complex, Manama, Bahrain
| | - Ayush Anand
- B. P. Koirala Institute of Health Sciences, Dharan, Nepal
| | - Xuxing Liao
- Department of Neurosurgery, Foshan Sanshui District People's Hospital, Foshan, China; Department of Surgery of Cerebrovascular Diseases, Foshan First People's Hospital, Foshan, China
| | - Roger S McIntyre
- Neuro International Collaboration (NIC), Toronto, Ontario, Canada; Mood Disorders Psychopharmacology Unit, University Health Network, Toronto, Ontario, Canada; Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada; Brain and Cognition Discovery Foundation, Toronto, Ontario, Canada
| | - Carlo Santaguida
- Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada
| | - Michael H Weber
- Division of Orthopaedic Surgery, McGill University, Montreal, Quebec, Canada; The Research Institute of the McGill University Health Centre, Injury, Repair and Recovery Program, Montreal, Quebec, Canada; Montreal General Hospital, Montreal, Quebec, Canada
| | - Michael G Fehlings
- Division of Genetics and Development, Krembil Brain Institute, University Health Network, Toronto, Ontario, Canada; Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada; Division of Neurosurgery and Spinal Program, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
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23
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Kaiser A, Sessford J, Chan K, Martin S, McCullum S, Athanasopoulos P, Rice C, Leo J, Forrester S, MacRitchie I, Zariffa J, Musselman KE. Tracking activity-based therapy for people living with spinal cord injury or disease: insights gained through focus group interviews with key stakeholders. Disabil Rehabil 2024; 46:1354-1365. [PMID: 37096637 DOI: 10.1080/09638288.2023.2196443] [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: 07/28/2022] [Accepted: 03/24/2023] [Indexed: 04/26/2023]
Abstract
PURPOSE The development of a tool to track participation in activity-based therapy (ABT) for people with spinal cord injury or disease (SCI/D) was identified as a priority of the Canadian ABT Community of Practice. The objective of this study was to understand multi-stakeholder perspectives on tracking ABT participation across the continuum of care. MATERIALS AND METHODS Forty-eight individuals from six stakeholder groups (persons living with SCI/D; hospital therapists; community trainers; administrators; researchers; and funders, advocates and policy experts) were recruited to participate in focus group interviews. Participants were asked open-ended questions concerning the importance of and parameters around tracking ABT. Transcripts were analyzed using conventional content analysis. RESULTS Themes reflected the Who, What, Where, When, Why and How of tracking ABT. Participants described the importance of involving hospital therapists, community trainers and individuals with SCI/D in tracking ABT to capture both subjective and objective parameters across the continuum of care and injury trajectory. Digital tracking tools were favoured, although paper-based versions were regarded as a necessity in some circumstances. CONCLUSIONS Findings highlighted the importance of tracking ABT participation for individuals with SCI/D. The information may guide the development of ABT practice guidelines and support the implementation of ABT in Canada.
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Affiliation(s)
- Anita Kaiser
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
- Canadian Spinal Research Organization, Toronto, Canada
| | - James Sessford
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
| | - Katherine Chan
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
| | - Samantha Martin
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Shane McCullum
- Stan Cassidy Centre for Rehabilitation, Horizon Health Network, Fredericton, Canada
| | | | - Chris Rice
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
| | - Jennifer Leo
- The Steadward Centre For Personal & Physical Achievement, University of Alberta, Edmonton, Canada
| | - Scott Forrester
- The Steadward Centre For Personal & Physical Achievement, University of Alberta, Edmonton, Canada
| | - Iona MacRitchie
- Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
| | - José Zariffa
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
- Institute of Biomedical Engineering, University of Toronto, Toronto, Canada
- Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, Canada
| | - Kristin E Musselman
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
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24
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Prins H, Donia S, Rockall S, Hektner J, Hawes S, Laskin JJ, Chernesky J, Noonan VK. Implementing Lived Experience Workshops in Regional Areas of British Columbia to Enhance Clinicians' Confidence in Spinal Cord Injury Care: An Evaluation. Healthcare (Basel) 2024; 12:731. [PMID: 38610153 PMCID: PMC11011360 DOI: 10.3390/healthcare12070731] [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: 02/01/2024] [Revised: 03/15/2024] [Accepted: 03/19/2024] [Indexed: 04/14/2024] Open
Abstract
In British Columbia (BC), there are challenges accessing specialized spinal cord injury care and resources. This paper evaluated the impact of spinal cord injury health educational workshops delivered in regional communities that were informed by persons with lived experience. A community survey was conducted with 44 persons with lived experience in a BC region to identify priority SCI health-related topics. Twenty-five topics were ranked from 1-14, with bowel and bladder management ranked 1 and 4, sexual health ranked 5, and pressure injuries ranked 7. Clinical perspectives on the priorities were collected from 102 clinicians in the BC region, who independently ranked 14 of these SCI topics and considered the former 4 topics to be lower clinical priority (ranked 11-14). These priorities informed a series of SCI clinical education workshops held at healthcare facilities in three regional cities. The goals were to improve clinicians' knowledge and confidence levels when managing spinal cord injury health and to facilitate person-centred care. Positive feedback demonstrated that educational workshops supported by lived experience perspectives effectively enhanced the clinicians' understanding of spinal cord injury and their priorities. Future plans include engaging more administrators as part of this initiative and conducting workshops in other regions of BC.
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Affiliation(s)
- Hannah Prins
- Praxis Spinal Cord Institute, Vancouver, BC V5Z 1M9, Canada; (H.P.); (S.D.); (S.R.); (J.H.); (S.H.); (J.J.L.); (J.C.)
- Faculty of Health Sciences, McMaster University, Hamilton, ON L8S 4L8, Canada
| | - Scott Donia
- Praxis Spinal Cord Institute, Vancouver, BC V5Z 1M9, Canada; (H.P.); (S.D.); (S.R.); (J.H.); (S.H.); (J.J.L.); (J.C.)
| | - Shannon Rockall
- Praxis Spinal Cord Institute, Vancouver, BC V5Z 1M9, Canada; (H.P.); (S.D.); (S.R.); (J.H.); (S.H.); (J.J.L.); (J.C.)
| | - James Hektner
- Praxis Spinal Cord Institute, Vancouver, BC V5Z 1M9, Canada; (H.P.); (S.D.); (S.R.); (J.H.); (S.H.); (J.J.L.); (J.C.)
| | - Spring Hawes
- Praxis Spinal Cord Institute, Vancouver, BC V5Z 1M9, Canada; (H.P.); (S.D.); (S.R.); (J.H.); (S.H.); (J.J.L.); (J.C.)
| | - James J. Laskin
- Praxis Spinal Cord Institute, Vancouver, BC V5Z 1M9, Canada; (H.P.); (S.D.); (S.R.); (J.H.); (S.H.); (J.J.L.); (J.C.)
- Department of Occupational Science and Occupational Therapy, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - John Chernesky
- Praxis Spinal Cord Institute, Vancouver, BC V5Z 1M9, Canada; (H.P.); (S.D.); (S.R.); (J.H.); (S.H.); (J.J.L.); (J.C.)
| | - Vanessa K. Noonan
- Praxis Spinal Cord Institute, Vancouver, BC V5Z 1M9, Canada; (H.P.); (S.D.); (S.R.); (J.H.); (S.H.); (J.J.L.); (J.C.)
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25
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Cesca N, Lin C, Abu-Jurji Z, Wexler A, Mark J, McCullum S, Kamran R, Chan B, Musselman KE. Exploring knowledge and implementation gaps of activity-based therapy in centers lacking specialized spinal cord injury services: understanding therapists' perspectives. Spinal Cord Ser Cases 2024; 10:14. [PMID: 38514640 PMCID: PMC10957876 DOI: 10.1038/s41394-024-00619-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 02/14/2024] [Accepted: 02/16/2024] [Indexed: 03/23/2024] Open
Abstract
STUDY DESIGN Qualitative exploratory OBJECTIVES: Rehabilitation following spinal cord injury (SCI) is a life-long process involving healthcare in a variety of settings, including facilities lacking SCI-specific services (i.e., non-SCI-specialized centers). Activity-based therapy (ABT) is a neurorestorative approach involving intensive, task-specific movement practice below the injury level. This study explored the existing knowledge, perceptions, and implementation of ABT among physical and occupational therapists working in non-SCI-specialized centers. SETTING Canadian hospitals and community clinics DESIGN/METHODS: Semi-structured interviews were conducted with Canadian therapists who worked at non-SCI-specialized centers and treated at least one patient with SCI within the last 18 months. The Theoretical Domains Framework was used to develop interview questions that queried therapists' experiences in delivering SCI rehabilitation, their understanding of ABT and experience with its implementation. Interviews were audio-recorded, transcribed verbatim and analyzed using interpretive description. RESULTS Four physical therapists and three occupational therapists, from diverse settings (i.e., acute care, inpatient rehabilitation, long-term care, outpatient rehabilitation, rural outpatient clinic) participated. Three themes were identified: (1) Available knowledge, resources and therapy time in non-SCI-specialized centers challenge ABT implementation, (2) How current therapy practices in non-SCI-specialized centers align with ABT and (3) Desire for ABT knowledge. Although participants were not familiar with the term ABT, it was identified that they were unknowingly incorporating some components of ABT into their practice. Participants expressed a keenness to learn more about ABT. CONCLUSION Current knowledge and implementation of ABT in non-SCI-specialized centers is limited. Tailoring ABT education to therapists at non-SCI-specialized centers may increase ABT implementation.
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Affiliation(s)
- Nicole Cesca
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- KITE Research Institute, Toronto Rehabilitation Institute - University Health Network, Toronto, ON, Canada
| | - Chantal Lin
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Zeina Abu-Jurji
- Faculty of Health Sciences, Masters of Physiotherapy, McMaster University, Hamilton, ON, Canada
| | - Aaron Wexler
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Jonas Mark
- First Steps Wellness Centre, Winnipeg, MB, Canada
| | - Shane McCullum
- Stan Cassidy Centre for Rehabilitation, Horizon Health Network, Fredericton, NB, Canada
| | - Rija Kamran
- Rehabilitation Science, Faculty of Rehabilitation Medicine, University of Alberta, Edmonton, AB, Canada
| | - Brian Chan
- KITE Research Institute, Toronto Rehabilitation Institute - University Health Network, Toronto, ON, Canada
- Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Kristin E Musselman
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.
- KITE Research Institute, Toronto Rehabilitation Institute - University Health Network, Toronto, ON, Canada.
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.
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26
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Senthinathan A, Cimino S, Jaglal SB, Craven BC, Tu K, Guilcher S. The impact of the COVID-19 virus and pandemic on healthcare utilization, access, delivery, experiences, and outcomes in the spinal cord injuries/dysfunction population: A scoping review study. PLoS One 2024; 19:e0297384. [PMID: 38386642 PMCID: PMC10883570 DOI: 10.1371/journal.pone.0297384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 01/04/2024] [Indexed: 02/24/2024] Open
Abstract
BACKGROUND Individuals with spinal cord injuries or disease (SCI/D) require frequent healthcare services. The COVID-19 pandemic may have impacted healthcare. Furthermore, due to secondary health conditions and comorbidities persons with SCI/D are at increased risk of experiencing severe symptoms or outcomes if infected with the COVID-19 virus. It is unclear to what extent research has investigated the pandemic and virus impacts on the SCI/D population. OBJECTIVE To identify and summarize what is reported in the literature on the impact the COVID-19 virus and pandemic had on healthcare, health outcomes, and experiences in the adult SCI/D population. METHODS Electronic databases and grey literature were searched for articles that included an adult population with a SCI/D and investigated the impact the COVID-19 virus and pandemic had on healthcare-related outcomes and experiences. Articles were double screened, and data were extracted, and synthesized to provide a descriptive summary of the findings. RESULTS Twenty-four studies were included in this review with eight qualitative, fifteen quantitative, and one mixed methods study. Sixteen studies investigated healthcare utilization/access; nine investigated care delivery, nine investigated patient outcomes, and eight investigated patient experiences, with multiple studies spanning different categories of investigation. The pandemic was detrimental to healthcare utilization, access, and outcomes, but no studies quantified these changes. Virtual care was well-received by the SCI/D population to maintain continuity of care. The SCI/D population had issues with maintaining caregiving support. It was unclear if the COVID-19 virus infection impacted individuals with SCI/D differently than the general population. CONCLUSIONS This scoping review found the pandemic negatively impacted multiple aspects of healthcare in individuals with SCI/D, however further investigation on health outcomes is required. More research, particularly large-scale quantitative studies, investigating healthcare access, utilization, and delivery, as well as patient outcomes and experiences is needed to improve care in the SCI/D population post-pandemic onset.
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Affiliation(s)
- Arrani Senthinathan
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
| | - Stephanie Cimino
- Rehabilitation Science Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Susan B. Jaglal
- Rehabilitation Science Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- KITE (Knowledge Innovation Talent Everywhere), Toronto Rehabilitation Institute - University Health Network, Toronto, Ontario, Canada
| | - B. Catharine Craven
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- KITE (Knowledge Innovation Talent Everywhere), Toronto Rehabilitation Institute - University Health Network, Toronto, Ontario, Canada
- Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, Canada
- Spinal Cord Rehabilitation Program, Toronto Rehabilitation Institute – University Health Network, Toronto, Canada
| | - Karen Tu
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
- North York General Hospital, Toronto, Ontario, Canada
- Toronto Western Family Health Team, University Health Network, Toronto, Ontario, Canada
| | - Sara Guilcher
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
- Rehabilitation Science Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
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Merovitz-Budning L, Wexler A, Vance J, Dam J, Yan J, Saba N, Coulter L, Lemay JF, Musselman KE, Cheung L. Investigating adaptive sport participation for adults aged 50 years or older with spinal cord injury or disease: A descriptive cross-sectional survey. J Spinal Cord Med 2024:1-20. [PMID: 38315149 DOI: 10.1080/10790268.2024.2304920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2024] Open
Abstract
CONTEXT Spinal cord injury or disease (SCI/D) can lead to health challenges that are exacerbated with aging. Adaptive sport is understood to provide health benefits for the SCI/D population. Prior literature investigating adaptive sport in this population pertains to adults with SCI/D who are <50 years of age. However, most Canadians with SCI/D are >50 years of age. OBJECTIVES This study aimed to: (1) Compare demographics of those who do and do not participate in adaptive sport; (2) Describe the characteristics of adaptive sport that adults aged ≥50 years with SCI/D participate in; and (3) Identify barriers and facilitators to adaptive sport participation in this age group. METHODS This descriptive, cross-sectional survey was carried out using an online survey. Analytical statistics were used to address objective one, while descriptive statistics were employed for objectives two and three. PARTICIPANTS Responses from 72 adults aged ≥50 years, residing in Canada, living with a SCI/D for >6 months were included in the analysis. RESULTS Findings revealed that adaptive sport participants aged ≥50 years with SCI/D were more likely to identify as men, be younger individuals (50-59 years), and report greater satisfaction with physical health (P < 0.05). Adaptive sport participants most commonly played individual sports at the recreational level. Common barriers pertained to physical capacity, travel, and COVID-19; common facilitators included social support, desire to improve health, and having friends/peers who also participate. CONCLUSION Future research should investigate strategies to enhance facilitators and mitigate barriers to adaptive sport participation in order to improve access.
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Affiliation(s)
- Lily Merovitz-Budning
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Aaron Wexler
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Jessica Vance
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Jessica Dam
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Jiaqi Yan
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Nadine Saba
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Lee Coulter
- Islanders Sledge Hockey Club, Markham, Canada
| | - Jean-François Lemay
- School of Physical and Occupational Therapy, Faculty of Medicine, Université de Montréal, Montréal, Canada
- CIUSSS du Centre-Sud-de-l'Île-de-Montréal, Montréal, Canada
| | - Kristin E Musselman
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
| | - Lovisa Cheung
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
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Jeawon M, Hase B, Miller S, Eng JJ, Bundon A, Chaudhury H, Maffin J, Clarkson R, Wright J, Mortenson WB. Understanding the experiences, needs, and strengths of people with incomplete spinal cord injury who can ambulate. Disabil Rehabil 2024; 46:546-555. [PMID: 36740758 DOI: 10.1080/09638288.2023.2171495] [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: 05/04/2022] [Accepted: 01/17/2023] [Indexed: 02/07/2023]
Abstract
PURPOSE To identify the experiences, needs, and strengths of people with incomplete spinal cord injury who can ambulate and to explore and discuss potential supports, services, and programs that would best assist them in the community. MATERIAL AND METHODS In this qualitative descriptive study, interviews were the primary means of data collection. These were supplemented with descriptive standardized measures of function and life satisfaction. Qualitative data were analyzed thematically. RESULTS Twenty-four participants were interviewed, their average age was 55 years and 46% were female. We identified three themes: 'I really couldn't go there', described the physical and social barriers experienced by participants, 'It'd be really nice to let the public know there are people out there like me' expressed the desire for greater social understanding of incomplete spinal cord injury, and 'I just don't quit', displayed the perseverance that participants demonstrated following their injury. CONCLUSION Findings indicate service providers to improve the inclusion of ambulatory individuals with incomplete spinal cord injury in their programs. Suggestions include designing programs (community, healthcare, return to work, peer support), environments using the principles of universal design for people with incomplete spinal cord injury who ambulate, and increasing consideration of their perspectives.Implication for rehabilitation:People with incomplete spinal cord injury who can ambulate live with invisible impairments, which are often not acknowledged by family, friends, health professionals, and people with complete spinal cord injuryThey may feel excluded from activities (organized by spinal cord injury associations) that were originally designed for people with complete spinal cord injuryGreater awareness among health professionals, friends, family, and people with complete spinal cord injury of the needs of people with incomplete spinal cord injury who can ambulate is needed to increase their inclusion.
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Affiliation(s)
- Murveena Jeawon
- Department of Occupational Sciences and Occupational Therapy, University of British Columbia, Vancouver, Canada
- GF Strong Rehabilitation Centre, Vancouver, Canada
- International Collaboration on Repair Discoveries, University of British Columbia, Vancouver, Canada
| | - Bethany Hase
- Department of Occupational Sciences and Occupational Therapy, University of British Columbia, Vancouver, Canada
| | - Susanna Miller
- Department of Occupational Sciences and Occupational Therapy, University of British Columbia, Vancouver, Canada
| | - Janice J Eng
- GF Strong Rehabilitation Centre, Vancouver, Canada
- International Collaboration on Repair Discoveries, University of British Columbia, Vancouver, Canada
- Department of Physical Therapy, University of British Columbia, Vancouver, Canada
| | - Andrea Bundon
- International Collaboration on Repair Discoveries, University of British Columbia, Vancouver, Canada
- School of Kinesiology, University of British Columbia, Vancouver, Canada
| | - Habib Chaudhury
- Department of Gerontology, Simon Fraser University, Vancouver, Canada
| | - Jocelyn Maffin
- Spinal Cord Injury - British Columbia, Vancouver, Canada
| | - Ryan Clarkson
- Spinal Cord Injury - British Columbia, Vancouver, Canada
| | - Jenna Wright
- Spinal Cord Injury - British Columbia, Vancouver, Canada
| | - W Ben Mortenson
- Department of Occupational Sciences and Occupational Therapy, University of British Columbia, Vancouver, Canada
- GF Strong Rehabilitation Centre, Vancouver, Canada
- International Collaboration on Repair Discoveries, University of British Columbia, Vancouver, Canada
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Pelletier C. Exercise prescription for persons with spinal cord injury: a review of physiological considerations and evidence-based guidelines. Appl Physiol Nutr Metab 2023; 48:882-895. [PMID: 37816259 DOI: 10.1139/apnm-2023-0227] [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] [Indexed: 10/12/2023]
Abstract
Persons with spinal cord injury (SCI) experience gains in fitness, physical and mental health from regular participation in exercise and physical activity. Due to changes in physiological function of the cardiovascular, nervous, and muscular systems, general population physical activity guidelines and traditional exercise prescription methods are not appropriate for the SCI population. Exercise guidelines specific to persons with SCI recommend progressive training beginning at 20 min of moderate to vigorous intensity aerobic exercise twice per week transitioning to 30 min three times per week, with strength training of the major muscle groups two times per week. These population-specific guidelines were designed considering the substantial barriers to physical activity for persons with SCI and can be used to frame an individual exercise prescription. Rating of perceived exertion (i.e., perceptually regulated exercise) is a practical way to indicate moderate to vigorous intensity exercise in community settings. Adapted exercise modes include arm cycle ergometry, hybrid arm-leg cycling, and recumbent elliptical equipment. Body weight-supported treadmill training and other rehabilitation modalities may improve some aspects of health and fitness for people with SCI if completed at sufficient intensity. Disability-specific community programs offer beneficial opportunities for persons with SCI to experience quality exercise opportunities but are not universally available.
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Affiliation(s)
- Chelsea Pelletier
- School of Health Sciences, Faculty of Human and Health Sciences, University of Northern British Columbia, Prince George, BC, Canada
- Department of Family Practice, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
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Jazayeri SB, Kankam SB, Golestani A, Shobeiri P, Gholami M, Dabbagh Ohadi MA, Maroufi SF, Fattahi MR, Malekzadeh H, Jazayeri SB, Ghodsi Z, Ghodsi SM, Rahimi-Movaghar V. A systematic review and meta-analysis of the global epidemiology of pediatric traumatic spinal cord injuries. Eur J Pediatr 2023; 182:5245-5257. [PMID: 37814152 DOI: 10.1007/s00431-023-05185-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Revised: 08/23/2023] [Accepted: 08/28/2023] [Indexed: 10/11/2023]
Abstract
Despite being relatively rare, pediatric traumatic spinal cord injury (TSCI) is a debilitating event with high morbidity and long-term damage and dependency. This study aims to provide insight on the epidemiological characteristics of pediatric TSCI worldwide. The studies were included if they provided data for the pediatric population with the diagnosis of TSCI. Information sources included PubMed, Embase, Web of Science, and Scopus. All databases were searched from 1990 to April 2023. The quality of included studies was evaluated by Joanna Briggs Institute Critical Appraisal Tools. The results of the meta-analysis were presented as forest plots. PROSPERO Registration code: CRD42020189757. We identified 87 studies from 18 developed and 11 developing countries. Of the 87 studies evaluated, 52 studies were considered medium quality, 27 studies were considered high quality, and 8 studies were considered low quality. In developed countries, the proportion of TSCIs occurring in patients aged 0-15 years was 3% (95% CI: 2.2%; 3.9%), while in developing countries, it was 4.5% (95% CI: 2.8%; 6.4%). In developed countries, the pooled incidence of pediatric TSCI was 4.3/millions of children aged 0-15/year (95% CI: 3.1; 6.0/millions children aged 0-15/year) and boys comprised 67% (95% CI: 63%; 70%) of cases. The most prevalent level of injury was cervical (50% [95% CI: 41%; 58%]). The frequency of SCI Without Obvious Radiological Abnormality (SCIWORA) was 35% (95% CI: 18%; 54%) among children 0-17 years. The most common etiology in developed countries was transport injuries (50% [95% CI: 42%; 57%]), while in developing countries falls were the leading cause (31% [95% CI: 20%; 42%]). The most important limitation of our study was the heterogeneity of studies in reporting age subgroups that hindered us from age-specific analyses. Conclusion: Our study provided accurate estimates for the epidemiology of pediatric TSCI. We observed a higher proportion of pediatric TSCI cases in developing countries compared to developed countries. Furthermore, we identified distinct epidemiological characteristics of pediatric TSCI when compared to adult cases and variations between developing and developed countries. Recognizing these unique features allows for the implementation of cost-effective preventive strategies aimed at reducing the incidence and burden of TSCI in children. What is Known: • Pediatric Traumatic Spinal Cord Injury (TSCI) can have profound physical and social consequences for affected children, their families, and society as a whole. • Epidemiological insights are vital for they provide the data and understanding needed to the identification of vulnerable populations, aiding in the development of targeted prevention strategies and effective resource allocation. What is New: • The estimated incidence of pediatric TSCI in developed countries is 4.3 cases per million children aged 0-15. The proportion of pediatric TSCI cases in relation to all-age TSCI cases is 3% in developed countries and 4.5% in developing countries. • The etiology of TSCI in pediatric cases differs between developing and developed countries. In developed countries, transport injuries are the most prevalent cause of pediatric TSCI, while falls are the least common cause. Conversely, in developing countries, falls are the leading cause of pediatric TSCI.
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Affiliation(s)
- Seyed Behnam Jazayeri
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Samuel Berchi Kankam
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
- International Neurosurgery Group (ING), Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | - Ali Golestani
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Parnian Shobeiri
- School of Medicine, Tehran University of Medical Science, Tehran, Iran
| | - Morteza Gholami
- Metabolic Disorders Research Center, Endocrinology and Metabolism Molecular-Cellular, Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
- Endocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical, Tehran, Iran
| | | | - Seyed Farzad Maroufi
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Reza Fattahi
- 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
- Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | - Hamid Malekzadeh
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Zahra Ghodsi
- 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
| | - Seyed Mohammad Ghodsi
- 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.
| | - 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.
- Universal Scientific Education and Research Network (USERN), Tehran, Iran.
- Department of Neurosurgery, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran.
- Institute of Biochemistry and Biophysics, University of Tehran, Tehran, Iran.
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Craven BC, Giangregorio LM, Côté I, Blencowe L, Miyatani M, Alavinia M. Using Risk Scores to Estimate Lower Extremity Fragility Fracture Risk among Individuals with Chronic Spinal Cord Injury: A Preliminary Model. Top Spinal Cord Inj Rehabil 2023; 29:112-113. [PMID: 38174130 PMCID: PMC10759896 DOI: 10.46292/sci23-00063s] [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] [Indexed: 01/05/2024]
Abstract
Objectives To develop SCI-FX, a risk score to estimate 5-year lower extremity fragility fracture risk among patients living with chronic spinal cord injury (cSCI). Methods Adults with traumatic cSCI (n = 90) participated in a 2-year prospective longitudinal cohort study describing bone mineral density (BMD) change and fracture incidence conducted at the Lyndhurst Centre (University Health Network), University of Waterloo, and Physical Disability Rehabilitation Institute of Québec City. Prior publication and clinical intuition were used to identify fragility fracture risk factors including prior fragility fracture, years post-injury, motor complete injury (AIS A/B), benzodiazepine use, opioid use, and parental osteoporosis. We conducted bivariate analyses to identify variables associated with fracture. Multiple logistic regressions were performed using fragility fracture incidence as the dependent variable and all variables from the univariate analyses with a highly liberal p value at 0.2. Using the odds ratios (ORs) from the multiple logistic regression model, a point system for fragility fracture risk score was developed, and the odds of fracture for each point was estimated. Results All initial variables, with the exception of benzodiazepine exposure, were included in the final model. Conclusion We identified a simple preliminary model for clinicians to estimate 5-year fracture risk among patients with cSCI based on their total score.
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Affiliation(s)
- B. Catharine Craven
- KITE Research Institute, University Health Network. Toronto, ON, Canada
- Department of Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Department of Kinesiology and Health Science, University of Waterloo, Waterloo, ON, Canada
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Lora M. Giangregorio
- KITE Research Institute, University Health Network. Toronto, ON, Canada
- Department of Kinesiology and Health Science, University of Waterloo, Waterloo, ON, Canada
| | - Isabelle Côté
- CIUSSSCN - Institut de Réadaptation en Déficience Physique de Québec, Canada
| | - Lindsie Blencowe
- KITE Research Institute, University Health Network. Toronto, ON, Canada
| | - Masae Miyatani
- KITE Research Institute, University Health Network. Toronto, ON, Canada
| | - Mohammad Alavinia
- KITE Research Institute, University Health Network. Toronto, ON, Canada
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Noonan VK. A Look at Spinal Cord Injury in Canada: Rick Hansen Spinal Cord Injury Registry (RHSCIR) - 2021 SCI Data Summary. Top Spinal Cord Inj Rehabil 2023; 29:165-170. [PMID: 38174135 PMCID: PMC10759878 DOI: 10.46292/sci23-00031s] [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] [Indexed: 01/05/2024]
Abstract
The Rick Hansen Spinal Cord Injury Registry (RHSCIR) is a prospective registry of individuals who sustain a spinal cord injury (SCI) from 18 acute and 14 rehabilitation (rehab) Canadian hospitals specializing in SCI care. The data summary provides demographic and clinical details on 1148 people with either a traumatic spinal cord injury (tSCI) or a nontraumatic spinal cord injury (ntSCI) who were treated at a RHSCIR hospital in 2021. Information about the patient demographics, cause and severity of injury, care pathway, length of hospital stay, secondary complications, and social impacts after SCI were included. Data from the summary can provide researchers, healthcare providers, and decision makers with knowledge and evidence that may support strategies to improve SCI care services within their institutions.
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Craven BC, Popovic MR, Musselman KE, Black C, Dow H. Reframing the Science and Practice of Spinal Cord Injury Rehabilitation: Two Decades of Reflection. Top Spinal Cord Inj Rehabil 2023; 29:iv-xi. [PMID: 38174127 PMCID: PMC10759888 DOI: 10.46292/1945-5763-29.suppl.iv] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
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Ngan S, Lemay JF, Chan K, Walden K, Gagnon DH, Musselman KE. Interrater reliability of the Standing and Walking Assessment Tool for spinal cord injury. Spinal Cord 2023; 61:556-561. [PMID: 37524758 DOI: 10.1038/s41393-023-00921-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 07/14/2023] [Accepted: 07/20/2023] [Indexed: 08/02/2023]
Abstract
STUDY DESIGN Psychometric study. OBJECTIVES The Standing and Walking Assessment Tool (SWAT) is a standardized approach to the evaluation of standing and walking capacity following traumatic spinal cord injury (tSCI) in Canada. The SWAT classifies individuals with a tSCI into 12 stages of standing and walking capacity that are paired with well-established outcome measures, such as the Berg Balance Scale and 10-m Walk Test. Prior research has demonstrated the validity and responsiveness of the SWAT stages; however, the reliability remains unknown. The objective of this study was to evaluate the interrater reliability of the SWAT stages. SETTING Inpatient units of two Canadian rehabilitation hospitals. METHODS Adults with sub-acute tSCI were recruited. SWAT stage was evaluated for each participant by two physical therapists separately. The two therapists aimed to complete the evaluations within one day of each other. To evaluate interrater reliability, the percentage agreement between the SWAT stages rated by the two physical therapists was calculated, along with a linear weighted kappa statistic with a 95% CI. RESULTS Forty-five individuals with sub-acute tSCI (36 males, 9 females, mean (SD) age of 54.8 (17.9) years) participated. The percentage agreement in SWAT stages between the two physical therapists was 75.6%. A kappa statistic of 0.93 with a 95% CI, 0.81-1.05 was obtained. In cases where therapists disagreed (18% of participants), therapists differed by 1-2 stages only. CONCLUSIONS The SWAT stages have high interrater reliability, providing further support for the use of the SWAT in rehabilitation practice in Canada.
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Affiliation(s)
- Sara Ngan
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Jean-François Lemay
- School of Physical and Occupational Therapy, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
- Centre intégré universitaire de santé et de services sociaux (CIUSSS) du Centre-Sud-de-l'Île-de-Montréal, Montréal, QC, Canada
| | - Katherine Chan
- KITE Research Institute, Toronto Rehabilitation Institute-University Health Network, Toronto, ON, Canada
| | | | - Dany H Gagnon
- Centre intégré universitaire de santé et de services sociaux (CIUSSS) du Centre-Sud-de-l'Île-de-Montréal, Montréal, QC, Canada
- Institut universitaire sur la réadaptation en déficience physique de Montréal (IURDPM), Montréal, QC, Canada
| | - Kristin E Musselman
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.
- KITE Research Institute, Toronto Rehabilitation Institute-University Health Network, Toronto, ON, Canada.
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.
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Almubaslat F, Sanchez-Boluarte SS, Diaz MM. A review of neurological health disparities in Peru. Front Public Health 2023; 11:1210238. [PMID: 37744515 PMCID: PMC10513391 DOI: 10.3389/fpubh.2023.1210238] [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: 04/22/2023] [Accepted: 08/24/2023] [Indexed: 09/26/2023] Open
Abstract
Peru is a historically unique and culturally diverse Latin American country. As a low-to-middle-income country (LMIC), Peru faces health implications from the spread of communicable diseases as well as a growing rate of noncommunicable diseases, both of which have been worsened by the recent COVID-19 pandemic's impact on the national health system. Over the past two decades, the country has aimed to improve health access for its population through various efforts described in this review. Despite this, there are notable neurological health disparities that exist today. This narrative review investigates such disparities through the leading neurological contributors to the national burden of disease in the country, including migraine headaches, cerebrovascular disease, and dementia. Public health disparities that contribute to other major neurological diseases in the country, including epilepsy, neurocysticercosis, Chagas disease, multiple sclerosis, traumatic brain injury, traumatic and non-traumatic spinal cord injuries are also investigated. We also explore potential solutions for overcoming the various neurological health disparities covered in this review that may be applied through public policies, as well as in similar LMICs in Latin America. By overcoming such disparities, the country may be able to successfully address the major contributors of neurological disease burden and create a healthcare environment that can sustainably and equitably improve health outcomes for Peruvian people.
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Affiliation(s)
- Faris Almubaslat
- Department of Neurology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | | | - Monica M. Diaz
- Department of Neurology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
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Heffernan MG, Lee JW, Chan K, Unger J, Marzolini S, Welsh TN, Masani K, Musselman KE. Spatial characteristics of reactive stepping among people living with chronic incomplete spinal cord injury. J Spinal Cord Med 2023; 46:769-777. [PMID: 37037014 PMCID: PMC10446810 DOI: 10.1080/10790268.2023.2175575] [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] [Indexed: 04/12/2023] Open
Abstract
Objective: Compare the spatial characteristics of reactive stepping between individuals with chronic motor incomplete spinal cord injuries (iSCI) and able-bodied (AB) individuals.Design: Cross sectional.Setting: Lyndhurst Centre.Participants: Twelve individuals with iSCI (3 males, 53.6 ± 15.2 years old) and 11 age- and sex-matched AB individuals (3 males, 54.8 ± 14.0 years old).Interventions: The Lean-and-Release test was used to elicit reactive stepping. A horizontal cable, attached at waist height, was released when 8-12% body weight was supported in a forward lean position. Participants underwent up to 10 Lean-and-Release trials in a session. Kinematic and kinetic data were recorded.Outcome measures: The length, width and height of the first reactive step of each trial were calculated. Standard deviation between trials was calculated to represent the variability in step length, width and height within a participant. Among participants with iSCI, correlation coefficients were used to explore the relationship between step length and width variability and (1) Lean-and-Release test behavioral responses, (2) 3-month fall history, and (3) lower extremity strength.Results: Step length (P = 0.94), width (P = 0.52) and height (P = 0.97), normalized for participant height, did not differ between groups. Participants with iSCI showed greater variability in step length (P = 0.02) and width (P = 0.01), but not height (P = 0.32). No correlation was found between step length or width variability and behavioral responses, 3-month fall history, or lower extremity strength.Conclusions: Individuals with iSCI showed increased variability in length and width of reactive stepping compared to AB individuals, which may contribute to their impaired ability to execute single-step reactive responses.Trial registration: ClinicalTrials.gov identifier: NCT02960178.
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Affiliation(s)
- Matthew G. Heffernan
- Rehabilitation Sciences Institute, Faculty of Medicine, University of Toronto, Toronto, Canada
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
| | - Jae Woung Lee
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
- Institute of Biomedical Engineering, University of Toronto, Toronto, Canada
| | - Katherine Chan
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
| | - Janelle Unger
- Rehabilitation Sciences Institute, Faculty of Medicine, University of Toronto, Toronto, Canada
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
| | - Susan Marzolini
- Rehabilitation Sciences Institute, Faculty of Medicine, University of Toronto, Toronto, Canada
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
| | - Timothy N. Welsh
- Faculty of Kinesiology and Physical Education, University of Toronto, Toronto, Canada
| | - Kei Masani
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
- Institute of Biomedical Engineering, University of Toronto, Toronto, Canada
| | - Kristin E. Musselman
- Rehabilitation Sciences Institute, Faculty of Medicine, University of Toronto, Toronto, Canada
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
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Jovanovic LI, Jervis Rademeyer H, Pakosh M, Musselman KE, Popovic MR, Marquez-Chin C. Scoping Review on Brain-Computer Interface-Controlled Electrical Stimulation Interventions for Upper Limb Rehabilitation in Adults: A Look at Participants, Interventions, and Technology. Physiother Can 2023; 75:276-290. [PMID: 37736411 PMCID: PMC10510539 DOI: 10.3138/ptc-2021-0074] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 11/07/2021] [Accepted: 12/07/2021] [Indexed: 09/23/2023]
Abstract
Purpose While current rehabilitation practice for improving arm and hand function relies on physical/occupational therapy, a growing body of research evaluates the effects of technology-enhanced rehabilitation. We review interventions that combine a brain-computer interface (BCI) with electrical stimulation (ES) for upper limb movement rehabilitation to summarize the evidence on (1) populations of study participants, (2) BCI-ES interventions, and (3) the BCI-ES systems. Method After searching seven databases, two reviewers identified 23 eligible studies. We consolidated information on the study participants, interventions, and approaches used to develop integrated BCI-ES systems. The included studies investigated the use of BCI-ES interventions with stroke and spinal cord injury (SCI) populations. All studies used electroencephalography to collect brain signals for the BCI, and functional electrical stimulation was the most common type of ES. The BCI-ES interventions were typically conducted without a therapist, with sessions varying in both frequency and duration. Results Of the 23 eligible studies, only 3 studies involved the SCI population, compared to 20 involving individuals with stroke. Conclusions Future BCI-ES interventional studies could address this gap. Additionally, standardization of device and rehabilitation modalities, and study-appropriate involvement with therapists, can be considered to advance this intervention towards clinical implementation.
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Affiliation(s)
- Lazar I. Jovanovic
- From the:
Institute of Biomedical Engineering, University of Toronto, Toronto, Canada
- KITE Research Institute, Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
- The Center for Advancing Neurotechnological Innovation to Application (CRANIA), University Health Network, Toronto, Canada
| | - Hope Jervis Rademeyer
- KITE Research Institute, Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Maureen Pakosh
- Library & Information Services, University Health Network, Toronto Rehabilitation Institute, Toronto, Canada
| | - Kristin E. Musselman
- KITE Research Institute, Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Milos R. Popovic
- From the:
Institute of Biomedical Engineering, University of Toronto, Toronto, Canada
- KITE Research Institute, Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
- The Center for Advancing Neurotechnological Innovation to Application (CRANIA), University Health Network, Toronto, Canada
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Cesar Marquez-Chin
- From the:
Institute of Biomedical Engineering, University of Toronto, Toronto, Canada
- KITE Research Institute, Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
- The Center for Advancing Neurotechnological Innovation to Application (CRANIA), University Health Network, Toronto, Canada
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Cathcart HF, Mohammadi S, Erlander B, Robillard JM, Miller WC. Evaluating the role of social media in providing support for family caregivers of individuals with spinal cord injury. Spinal Cord 2023; 61:460-465. [PMID: 37443387 DOI: 10.1038/s41393-023-00914-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 06/28/2023] [Accepted: 06/30/2023] [Indexed: 07/15/2023]
Abstract
STUDY DESIGN Quantitative study. OBJECTIVES The study aimed to explore Family Caregivers of Individuals with Spinal Cord Injury (FC-SCI) social media use patterns, most frequently used platforms, importance of social media for receiving and providing support, and type of social support (i.e., social companionship, emotional support, informational support) that FC-SCI receive or provide online. SETTING FC-SCI participants from Canada and USA. METHODS FC-SCI responded to measures regarding the social media platforms they use to access support, the importance of each platform, and the types of online social support they access through social media. RESULTS Sample consisted of 115 FC-SCI. Most caregivers were a partner or spouse of the individual with SCI (n = 110) and female (n = 111). Majority of FC-SCI spent 1-3 h daily on social media (n = 74), and Facebook was used predominantly (n = 108), followed by Instagram (n = 92), and YouTube (n = 66). For receiving or providing support, Facebook was ranked most important (60%), followed by Instagram (26%) and YouTube (17%). The mean differences and standard deviation were found for the types of social support: emotional support (25.93 ± 7.60), social companionship (23.85 ± 7.46), and informational support (27.24 ± 7.50). CONCLUSIONS Using social media for informational support is desired by FC-SCI as it is easily accessible, and time-efficient. The prevalent use of social media for support by FC-SCI demonstrates that social media is a valued platform for support. The support benefits for the mental and physical health of caregivers should be further evaluated.
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Affiliation(s)
| | - Somayyeh Mohammadi
- GF Strong Rehabilitation Research Program, Vancouver, BC, Canada
- Department of Psychology, Kingston University, London, UK
| | | | - Julie M Robillard
- Division of Neurology, Department of Medicine, University of British Columbia, Vancouver, BC, Canada
- BC Children's Hospital Research Institute, Vancouver, BC, Canada
| | - William C Miller
- GF Strong Rehabilitation Research Program, Vancouver, BC, Canada.
- Department of Occupational Science and Occupational Therapy, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada.
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Thorogood NP, Noonan VK, Chen X, Fallah N, Humphreys S, Dea N, Kwon BK, Dvorak MF. Incidence and prevalence of traumatic spinal cord injury in Canada using health administrative data. Front Neurol 2023; 14:1201025. [PMID: 37554392 PMCID: PMC10406385 DOI: 10.3389/fneur.2023.1201025] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 06/09/2023] [Indexed: 08/10/2023] Open
Abstract
INTRODUCTION Incidence and prevalence data are needed for the planning, funding, delivery and evaluation of injury prevention and health care programs. The objective of this study was to estimate the Canadian traumatic spinal cord injury (TSCI) incidence, prevalence and trends over time using national-level health administrative data. METHODS ICD-10 CA codes were used to identify the cases for the hospital admission and discharge incidence rates of TSCI in Canada from 2005 to 2016. Provincial estimates were calculated using the location of the admitting facility. Age and sex-specific incidence rates were set to the 2015/2016 rates for the 2017 to 2019 estimates. Annual incidence rates were used as input for the prevalence model that applied annual survivorship rates derived from life expectancy data. RESULTS For 2019, it was estimated that there were 1,199 cases (32.0 per million) of TSCI admitted to hospitals, with 123 (10% of admissions) in-hospital deaths and 1,076 people with TSCI (28.7 per million) were discharged in Canada. The estimated number of people living with TSCI was 30,239 (804/million); 15,533 (52%) with paraplegia and 14,706 (48%) with tetraplegia. Trends included an increase in the number of people injured each year from 874 to 1,199 incident cases (37%), an older average age at injury rising from 46.6 years to 54.3 years and a larger proportion over the age of 65 changing from 22 to 38%, during the 15-year time frame. CONCLUSION This study provides a standard method for calculating the incidence and prevalence of TSCI in Canada using national-level health administrative data. The estimates are conservative based on the limitations of the data but represent a large Canadian sample over 15 years, which highlight national trends. An increasing number of TSCI cases among the elderly population due to falls reported in this study can inform health care planning, prevention strategies, and future research.
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Affiliation(s)
| | | | - Xiaozhi Chen
- Praxis Spinal Cord Institute, Vancouver, BC, Canada
| | - Nader Fallah
- Praxis Spinal Cord Institute, Vancouver, BC, Canada
- Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | | | - Nicolas Dea
- Combined Neurosurgery and Orthopaedic Spine Program, University of British Columbia, Vancouver, BC, Canada
| | - Brian K. Kwon
- Combined Neurosurgery and Orthopaedic Spine Program, University of British Columbia, Vancouver, BC, Canada
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada
| | - Marcel F. Dvorak
- Combined Neurosurgery and Orthopaedic Spine Program, University of British Columbia, Vancouver, BC, Canada
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada
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Kanmangne N, Laporte C, Diotalevi L, Petit Y. Automatic detection of spinal injuries under dynamic compressive loading using high-speed cine-radiography. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2023; 2023:1-4. [PMID: 38082790 DOI: 10.1109/embc40787.2023.10339973] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
Every year, new cases of individuals suffering from traumatic spinal injuries are detected. Advances in numerical models have allowed for the understanding of the damage caused by trauma and its impact on the patient's life. However, the kinematics and dynamics of vertebral fracture formation from its point of origin to the speed of propulsion of the fragments remain unknown. This is mainly due to the lack of data that essentially includes high-speed videos, load and displacement measurements during experimental tests reproducing spinal traumatic loading conditions. This lack of data can be addressed by the analysis of X-Ray images of animal specimens acquired during the traumatic spinal injury formation process. Thus, the purpose of this study was to develop an approach to automatically detect and track in vitro vertebral fractures using high-speed cine-radiography imaging. Four segments of porcine thoracolumbar vertebrae were dynamically compressed using a servo-hydraulic test bench. The compression process was filmed with a custom high-speed cine-radiography device, and the imaging parameters were optimized based on the physical properties of vertebrae. This paper demonstrates the feasibility of using high-speed cine-radiography imaging in this way, combined with an image processing pipeline to allow automatic documentation of the fracture's appearance and its evolution in the vertebra over time.Clinical Relevance- The proposed method will provide helpful information for proper handling of traumatic spinal injuries.
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Cheung L, McKay B, Chan K, Heffernan MG, Pakosh M, Musselman KE. Exploring sport participation in individuals with spinal cord injury: A qualitative thematic synthesis. J Spinal Cord Med 2023; 46:658-676. [PMID: 34982645 PMCID: PMC10274558 DOI: 10.1080/10790268.2021.2009676] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
CONTEXT Individuals with spinal cord injury (SCI) are susceptible to various physical, psychological, and social challenges. Sport is an activity that may holistically address these concerns. No existing research provides an overview of the current landscape of SCI-specific sport participation. OBJECTIVE To synthesize the findings of qualitative studies exploring the perceptions of people with SCI participating in sport, in relation to physical, psychological, and social health. METHODS This thematic synthesis included studies published in APA PsycInfo, CINAHL, Embase, Emcare, Medline, and PubMed. Eligible articles studied adults who had a SCI for ≥12 months and explored experiences following ≥3 months of sport participation using qualitative or mixed-methods. Articles were excluded if participants with SCI composed less than one-third of the study sample. From 8473 unique titles and abstracts screened, 47 articles underwent full-text review and 14 articles were included. The Mixed Methods Appraisal Tool was used to critically appraise the 13 qualitative studies and one mixed-methods study. RESULTS The overarching theme was that sport facilitates the progression to living an enriching life with SCI. Four sub-themes were identified within this theme: adjusting to SCI, factors influencing sport initiation, outcomes resulting from sport participation, and reshaping views of SCI. Participants detailed many benefits of sport, including improved fitness, independence, confidence, and sense of community. Beyond the participants themselves, sport helped reshape views of SCI by breaking stereotypes and inspiring others. CONCLUSION Sport can play a crucial role in facilitating the progression to living an enriching life following SCI.
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Affiliation(s)
- Lovisa Cheung
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
| | - Brittney McKay
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
- Department of Physical Therapy, Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Katherine Chan
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
| | - Matthew G. Heffernan
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
| | - Maureen Pakosh
- Library & Information Services, Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
| | - Kristin E. Musselman
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
- Department of Physical Therapy, Faculty of Medicine, University of Toronto, Toronto, Canada
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Mirbaha S, Morgan A, Tang A, Smith-Turchyn J, Richardson J. Models of Telehealth Service Delivery in Adults With Spinal Cord Injuries: Scoping Review. JMIR Rehabil Assist Technol 2023; 10:e41186. [PMID: 37384377 PMCID: PMC10365587 DOI: 10.2196/41186] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 02/02/2023] [Accepted: 04/30/2023] [Indexed: 06/30/2023] Open
Abstract
BACKGROUND In Canada, approximately 86,000 people live with spinal cord injury (SCI), and there are an estimated 3675 new cases of traumatic or nontraumatic etiology per year. Most people with SCI will experience secondary health complications, such as urinary and bowel issues, pain syndrome, pressure ulcers, and psychological disorders, resulting in severe chronic multimorbidity. Moreover, people with SCI may face barriers in accessing health care services, such as primary care physicians' expert knowledge regarding secondary complications related to SCI. Telehealth, defined as the delivery of information and health-related services through telecommunication technologies, may help address some of the barriers, and indeed, the present global COVID-19 pandemic has emphasized the importance of integration of telehealth in health care systems. As a result of this crisis, health care providers have increased the usage of telehealth services, providing health services to individuals in need of community-based supportive care. However, the evidence on models of telehealth service delivery for adults with SCI has not been previously synthesized. OBJECTIVE The purpose of this scoping review was to identify, describe, and compare models of telehealth services for community-dwelling adults with SCI. METHODS This scoping review follows the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews) guidelines. Studies published between 1990 and December 31, 2022, were identified by searching the Ovid MEDLINE, Ovid Embase, Ovid PsycINFO, Web of Science, and CINAHL databases. Papers with specified inclusion criteria were screened by 2 investigators. Included articles focused on identifying, implementing, or evaluating telehealth interventions, including primary health care services and self-management services delivered in the community and home-based settings. One investigator performed a full-text review of each article, and data extraction included (1) study characteristics; (2) participant characteristics; (3) key characteristics of the interventions, programs, and services; and (4) outcome measures and results. RESULTS A total of 61 articles reported telehealth services used for preventing, managing, or treating the most common secondary complications and consequences of SCI, including chronic pain, low physical activity, pressure ulcers, and psychosocial dysfunction. Where evidence exists, improvements in community participation, physical activity, and reduction in chronic pain, pressure ulcers, etc, following SCI were demonstrated. CONCLUSIONS Telehealth may offer an efficient and effective option for health service delivery for community-dwelling individuals with SCI, ensuring continuity of rehabilitation, follow-up after hospital discharge, and early detection, management, or treatment of potential secondary complications following SCI. We recommend that the stakeholders involved with patients with SCI consider the uptake of hybridized (blend of web-based and in-person) health care delivery models to optimize the care continuum and self-management of SCI-related care. The findings of this scoping review may be used to inform policy makers, health care professionals, and stakeholders engaged in establishing web-based clinics for individuals with SCI.
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Affiliation(s)
- Shaghayegh Mirbaha
- School of Rehabilitation Science, McMaster University, Hamilton, ON, Canada
| | - Ashley Morgan
- School of Rehabilitation Science, McMaster University, Hamilton, ON, Canada
| | - Ada Tang
- School of Rehabilitation Science, McMaster University, Hamilton, ON, Canada
| | | | - Julie Richardson
- School of Rehabilitation Science, McMaster University, Hamilton, ON, Canada
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Hakbijl-van der Wind AJ, Post MWM, van Diemen T, Schnake KJ, Benneker LM, Kandziora F, Rajasekaran S, Schroeder GD, Vaccaro AR, Öner FC, Sadiqi S. Health professionals' perspective on the applicability of AO Spine PROST (patient reported outcome Spine trauma) in people with a motor-complete traumatic or non-traumatic spinal cord injury. 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 2023; 32:2120-2130. [PMID: 37031293 DOI: 10.1007/s00586-023-07676-7] [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: 10/25/2022] [Revised: 03/02/2023] [Accepted: 03/22/2023] [Indexed: 04/10/2023]
Abstract
PURPOSE The AO Spine PROST (Patient Reported Outcome Spine Trauma) was developed for people with spine trauma and minor or no neurological impairment. The purpose is to investigate health professionals' perspective on the applicability of the AO Spine PROST for people with motor-complete traumatic or non-traumatic spinal cord injury (SCI), using a discussion meeting and international survey study. METHODS A discussion meeting with SCI rehabilitation physicians in the Netherlands was performed, followed by a worldwide online survey among the AO Spine International community, involved in the care of people with SCI. Participants rated the comprehensibility, relevance, acceptability, feasibility and completeness of the AO Spine PROST on a 1-5 point scale (5 most positive). Comments could be provided per question. RESULTS The discussion meeting was attended by 13 SCI rehabilitation physicians. The survey was completed by 196 participants. Comprehensibility (mean ± SD: 4.1 ± 0.8), acceptability (4.0 ± 0.8), relevance (3.9 ± 0.8), completeness (3.9 ± 0.8), and feasibility (4.1 ± 0.7) of the AO Spine PROST were rated positively for use in people with motor-complete traumatic or non-traumatic SCI. Only a few participants questioned the relevance of items on the lower extremities (e.g., walking) or missed items on pulmonary functioning and complications. Some recommendations were made for improvement in instructions, terminology and examples of the tool. CONCLUSION Health professionals found the AO Spine PROST generally applicable for people with motor-complete traumatic or non-traumatic SCI. This study provides further evidence for the use of the AO Spine PROST in spine trauma care, rehabilitation and research, as well as suggestions for its further development.
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Affiliation(s)
- Aline J Hakbijl-van der Wind
- Centre of Excellence for Rehabilitation Medicine, UMC Utrecht Brain Centre, University Medical Centre Utrecht and De Hoogstraat Rehabilitation, P.O. Box 85238, 3508 AE, Utrecht, The Netherlands.
| | - Marcel W M Post
- Centre of Excellence for Rehabilitation Medicine, UMC Utrecht Brain Centre, University Medical Centre Utrecht and De Hoogstraat Rehabilitation, P.O. Box 85238, 3508 AE, Utrecht, The Netherlands
- Department of Rehabilitation Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Tijn van Diemen
- Department of spinal cord injury Rehabilitation, Sint Maartenskliniek, Nijmegen, The Netherlands
| | - Klaus J Schnake
- Center for Spine and Scoliosis Surgery, Malteser Waldkrankenhaus St. Marien, Erlangen, Germany
- Department of Orthopeadics and Traumatology, Paracelsus Private Medical University Nuremberg, Nuremberg, Germany
| | - Lorin M Benneker
- Center for Spine Surgery and Neurotraumatology, BG Unfallklinik Frankfurt am Main, Frankfurt, Germany
| | - Frank Kandziora
- Center for Spine Surgery and Neurotraumatology, BG Unfallklinik Frankfurt am Main, Frankfurt, Germany
| | | | - Gregory D Schroeder
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania, USA
| | - Alexander R Vaccaro
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania, USA
| | - F Cumhur Öner
- Department of Orthopaedics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Said Sadiqi
- Department of Orthopaedics, University Medical Center Utrecht, Utrecht, The Netherlands
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Kalyani P, Manasa Y, Ahammad SH, Suman M, Anwer TMK, Hossain MA, Rashed ANZ. Prediction of patient's neurological recovery from cervical spinal cord injury through XGBoost learning approach. 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 2023; 32:2140-2148. [PMID: 37060466 DOI: 10.1007/s00586-023-07712-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 03/07/2023] [Accepted: 04/06/2023] [Indexed: 04/16/2023]
Abstract
Due to the diversity of patient characteristics, therapeutic approaches, and radiological findings, it can be challenging to predict outcomes based on neurological consequences accurately within cervical spinal cord injury (SCI) entities and based on machine learning (ML) technique. Accurate neurological outcomes prediction in the patients suffering with cervical spinal cord injury is challenging due to heterogeneity existing in patient characteristics and treatment strategies. Machine learning algorithms are proven technology for achieving greater prediction outcomes. Thus, the research employed machine learning model through extreme gradient boosting (XGBoost) for attaining superior accuracy and reliability followed with other MI algorithms for predicting the neurological outcomes. Besides, it generated a model of a data-driven approach with extreme gradient boosting to enhance fault detection techniques (XGBoost) efficiency rate. To forecast improvements within functionalities of neurological systems, the status has been monitored through motor position (ASIA [American Spinal Injury Association] Impairment Scale [AIS] D and E) followed by the method of prediction employing XGBoost, combined with decision tree for regression logistics. Thus, with the proposed XGBoost approach, the enhanced accuracy in reaching the outcome is 81.1%, and from other models such as decision tree (80%) and logistic regression (82%), in predicting outcomes of neurological improvements within cervical SCI patients. Considering the AUC, the XGBoost and decision tree valued with 0.867 and 0.787, whereas logistic regression showed 0.877. Therefore, the application of XGBoost for accurate prediction and decision-making in the categorization of pre-treatment in patients with cervical SCI has reached better development with this study.
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Affiliation(s)
- P Kalyani
- Department of ECE, Vardhaman College of Engineering, Hyderabad, India
| | - Y Manasa
- Department of CSE, Prasad V Potluri Siddhartha Institute of Technology, Vijayawada, India
| | - Sk Hasane Ahammad
- Department of ECE, Koneru Lakshmaiah Education Foundation, Vaddeswaram, 522302, India
| | - M Suman
- Department of ECE, Koneru Lakshmaiah Education Foundation, Vaddeswaram, 522302, India
| | - Twana Mohammed Kak Anwer
- Department of Physics, College of Education, Salahaddin University-Erbil, Erbil, Kurdistan Region, 44002, Iraq
| | - Md Amzad Hossain
- Institute of Theoretical Electrical Engineering, Faculty of Electrical Engineering and Information Technology, Ruhr University Bochum, 44801, Bochum, Germany.
- Department of Electrical and Electronic Engineering, Jashore University of Science and Technology, Jashore, 7408, Bangladesh.
| | - Ahmed Nabih Zaki Rashed
- Electronics and Electrical Communications Engineering Department, Faculty of Electronic Engineering, Menoufia University, Menouf, 32951, Egypt.
- Department of VLSI Microelectronics, Institute of Electronics and Communication Engineering, Saveetha School of Engineering, SIMATS, Chennai, Tamilnadu, 602105, India.
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Vialle EN, Fracaro L, Barchiki F, Dominguez AC, Arruda ADO, Olandoski M, Brofman PRS, Kuniyoshi Rebelatto CL. Human Adipose-Derived Stem Cells Reduce Cellular Damage after Experimental Spinal Cord Injury in Rats. Biomedicines 2023; 11:biomedicines11051394. [PMID: 37239065 DOI: 10.3390/biomedicines11051394] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 04/28/2023] [Accepted: 04/28/2023] [Indexed: 05/28/2023] Open
Abstract
Traumatic spinal cord injury (SCI) is a devastating condition without an effective therapy. Cellular therapies are among the promising treatment strategies. Adult stem cells, such as mesenchymal stem cells, are often used clinical research for their immunomodulatory and regenerative potential. This study aimed to evaluate the effect of human adipose tissue-derived stem cells (ADSC) infusion through the cauda equina in rats with SCI. The human ADSC from bariatric surgery was isolated, expanded, and characterized. Wistar rats were subjected to blunt SCI and were divided into four groups. Two experimental groups (EG): EG1 received one ADSC infusion after SCI, and EG2 received two infusions, the first one after SCI and the second infusion seven days after the injury. Control groups (CG1 and CG2) received infusion with a culture medium. In vivo, cell tracking was performed 48 h and seven days after ADSC infusion. The animals were followed up for 40 days after SCI, and immunohistochemical quantification of myelin, neurons, and astrocytes was performed. Cellular tracking showed cell migration towards the injury site. ADSC infusion significantly reduced neuronal loss, although it did not prevent the myelin loss or enhance the area occupied by astrocytes compared to the control group. The results were similar when comparing one or two cell infusions. The injection of ADSC distal to the injured area was shown to be a safe and effective method for cellular administration in spinal cord injury.
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Affiliation(s)
- Emiliano Neves Vialle
- Spine Surgery Group, Cajuru University Hospital, Pontifícia Universidade Católica do Paraná, Curitiba 80215-030, Brazil
| | - Letícia Fracaro
- Core for Cell Technology, School of Medicine and Life Sciences, Pontifícia Universidade Católica do Paraná, Curitiba 80215-030, Brazil
- National Institute of Science and Technology for Regenerative Medicine, INCT-REGENERA, Rio de Janeiro 21941-599, Brazil
| | - Fabiane Barchiki
- Core for Cell Technology, School of Medicine and Life Sciences, Pontifícia Universidade Católica do Paraná, Curitiba 80215-030, Brazil
- National Institute of Science and Technology for Regenerative Medicine, INCT-REGENERA, Rio de Janeiro 21941-599, Brazil
| | - Alejandro Correa Dominguez
- Laboratory of Basic Biology of Stem Cells, Carlos Chagas Institute-Fiocruz, Rio de Janeiro 21941-599, Brazil
| | - André de Oliveira Arruda
- Spine Surgery Group, Cajuru University Hospital, Pontifícia Universidade Católica do Paraná, Curitiba 80215-030, Brazil
| | - Marcia Olandoski
- Department of Biostatistics, School of Medicine, Catholic University of Paraná, Curitiba 80215-030, Brazil
| | - Paulo Roberto Slud Brofman
- Core for Cell Technology, School of Medicine and Life Sciences, Pontifícia Universidade Católica do Paraná, Curitiba 80215-030, Brazil
- National Institute of Science and Technology for Regenerative Medicine, INCT-REGENERA, Rio de Janeiro 21941-599, Brazil
| | - Carmen Lúcia Kuniyoshi Rebelatto
- Core for Cell Technology, School of Medicine and Life Sciences, Pontifícia Universidade Católica do Paraná, Curitiba 80215-030, Brazil
- National Institute of Science and Technology for Regenerative Medicine, INCT-REGENERA, Rio de Janeiro 21941-599, Brazil
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Choi Y, Leigh JH, Jeon J, Lee GJ, Shin HI, Bang MS. Trends in the Incidence and Etiology of Non-Traumatic Spinal Cord Injury in Korea: A Nationwide Population-Based Study From 2007 to 2020. J Korean Med Sci 2023; 38:e158. [PMID: 37158777 PMCID: PMC10166702 DOI: 10.3346/jkms.2023.38.e158] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 01/25/2023] [Indexed: 05/10/2023] Open
Abstract
BACKGROUND Although patients with non-traumatic spinal cord injury (NTSCI) have distinct epidemiological characteristics compared to those with traumatic spinal cord injury, no previous study has reported the incidence of NTSCI on a national scale in Korea. In this study, we examined the trend in incidence of NTSCI in Korea and described the epidemiological characteristics of patients with NTSCI using nationwide insurance data. METHODS National Health Insurance Service data were reviewed for the period from 2007 to 2020. The International Classification of Diseases, 10th revision, was used to identify patients with NTSCI. Inpatients with newly diagnosed NTSCI on their first admission during the study period were included. Crude incidence was calculated using the annual number of NTSCI cases divided by the mid-year population estimates. Age-specific incidence was calculated by dividing the number of cases in 10-year age groups by the total number of individuals in that age group. Age-adjusted incidence was calculated using direct standardization. Annual percentage changes were calculated using Joinpoint regression analysis. The Cochrane-Armitage trend test was conducted to examine the trends of NTSCI incidence according to the types or etiologies of NTSCI. RESULTS The age-adjusted incidence of NTSCI increased continuously from 24.11 per million in 2007 to 39.83 per million in 2020, with a significant annual percentage change (4.93%, P < 0.05). The age-specific incidence for those in their 70s and 80s or older was the highest and rapidly increased from 2007 to 2020. According to the types of paralysis in NTSCI, the proportion of tetraplegia decreased, whereas those of paraplegia and cauda equina increased significantly from 2007 to 2020. The proportion of degenerative diseases was the largest among all etiologies and increased significantly during the study period. CONCLUSION The annual incidence of NTSCI in Korea is increasing significantly, particularly among older adults. As Korea is one of the countries with most rapidly aging population in the world, these results have significant implications, indicating that preventive strategies and sufficient rehabilitation medical services are warranted for the population of older adults.
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Affiliation(s)
- Yoonjeong Choi
- Department of Rehabilitation Medicine, Seoul National University Hospital, Seoul, Korea
- National Traffic Injury Rehabilitation Research Institute, National Traffic Injury Rehabilitation Hospital, Yangpyeong, Korea
| | - Ja-Ho Leigh
- Department of Rehabilitation Medicine, Seoul National University Hospital, Seoul, Korea
- National Traffic Injury Rehabilitation Research Institute, National Traffic Injury Rehabilitation Hospital, Yangpyeong, Korea
- Department of Rehabilitation Medicine, National Traffic Injury Rehabilitation Hospital, Yangpyeong, Korea
- Institute of Health Policy and Management, Medical Research Center, Seoul National University, Seoul, Korea.
| | - Jooeun Jeon
- Department of Public Health, Graduate School, Yonsei University, Seoul, Korea
- Department of Epidemiology and Health Promotion, Institute for Health Promotion, Graduate School of Public Health, Yonsei University, Seoul, Korea
| | - Goo Joo Lee
- Department of Rehabilitation Medicine, Seoul National University Hospital, Seoul, Korea
- Department of Rehabilitation Medicine, National Traffic Injury Rehabilitation Hospital, Yangpyeong, Korea
| | - Hyung-Ik Shin
- Department of Rehabilitation Medicine, Seoul National University Hospital, Seoul, Korea
- Department of Rehabilitation Medicine, National Traffic Injury Rehabilitation Hospital, Yangpyeong, Korea
| | - Moon Suk Bang
- Department of Rehabilitation Medicine, Seoul National University Hospital, Seoul, Korea
- Department of Rehabilitation Medicine, National Traffic Injury Rehabilitation Hospital, Yangpyeong, Korea
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Myatich A, Haque A, Sole C, Banik NL. Clemastine in remyelination and protection of neurons and skeletal muscle after spinal cord injury. Neural Regen Res 2023; 18:940-946. [PMID: 36254972 PMCID: PMC9827778 DOI: 10.4103/1673-5374.355749] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 07/20/2022] [Accepted: 08/16/2022] [Indexed: 11/05/2022] Open
Abstract
Spinal cord injuries affect nearly five to ten individuals per million every year. Spinal cord injury causes damage to the nerves, muscles, and the tissue surrounding the spinal cord. Depending on the severity, spinal injuries are linked to degeneration of axons and myelin, resulting in neuronal impairment and skeletal muscle weakness and atrophy. The protection of neurons and promotion of myelin regeneration during spinal cord injury is important for recovery of function following spinal cord injury. Current treatments have little to no effect on spinal cord injury and neurogenic muscle loss. Clemastine, an Food and Drug Administration-approved antihistamine drug, reduces inflammation, protects cells, promotes remyelination, and preserves myelin integrity. Recent clinical evidence suggests that clemastine can decrease the loss of axons after spinal cord injury, stimulating the differentiation of oligodendrocyte progenitor cells into mature oligodendrocytes that are capable of myelination. While clemastine can aid not only in the remyelination and preservation of myelin sheath integrity, it also protects neurons. However, its role in neurogenic muscle loss remains unclear. This review discusses the pathophysiology of spinal cord injury, and the role of clemastine in the protection of neurons, myelin, and axons as well as attenuation of skeletal muscle loss following spinal cord injury.
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Affiliation(s)
- Ali Myatich
- Department of Microbiology and Immunology, Medical University of South Carolina, Charleston, SC, USA
- Department of Neurosurgery, Medical University of South Carolina, Charleston, SC, USA
| | - Azizul Haque
- Department of Microbiology and Immunology, Medical University of South Carolina, Charleston, SC, USA
- Department of Neurosurgery, Medical University of South Carolina, Charleston, SC, USA
- Ralph H. Johnson Veterans Administration Medical Center, Charleston, SC, USA
| | - Christopher Sole
- Department of Health and Human Performance, The Citadel, Charleston, SC, USA
| | - Naren L. Banik
- Department of Microbiology and Immunology, Medical University of South Carolina, Charleston, SC, USA
- Department of Neurosurgery, Medical University of South Carolina, Charleston, SC, USA
- Ralph H. Johnson Veterans Administration Medical Center, Charleston, SC, USA
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Lambrechts MJ, Brush PL, Lee Y, Issa TZ, Lawall CL, Syal A, Wang J, Mangan JJ, Kaye ID, Canseco JA, Hilibrand AS, Vaccaro AR, Kepler CK, Schroeder GD. Patient-Reported Outcomes Following Anterior and Posterior Surgical Approaches for Multilevel Cervical Myelopathy. Spine (Phila Pa 1976) 2023; 48:526-533. [PMID: 36716386 DOI: 10.1097/brs.0000000000004586] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 01/11/2023] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective cohort. OBJECTIVE To compare health-related quality of life (HRQoL) outcomes between approach techniques for the treatment of multilevel degenerative cervical myelopathy (DCM). SUMMARY OF BACKGROUND DATA Both anterior and posterior approaches for the surgical treatment of cervical myelopathy are successful techniques in the treatment of myelopathy. However, the optimal treatment has yet to be determined, especially for multilevel disease, as the different approaches have separate complication profiles and potentially different impacts on HRQoL metrics. MATERIALS AND METHODS Retrospective review of a prospectively managed single institution database of patient-reported outcome measures after 3 and 4-level anterior cervical discectomy and fusion (ACDF) and posterior cervical decompression and fusion (PCDF) for DCM. The electronic medical record was reviewed for patient baseline characteristics and surgical outcomes whereas preoperative radiographs were analyzed for baseline cervical lordosis and sagittal balance. Bivariate and multivariate statistical analyses were performed to compare the two groups. RESULTS We identified 153 patients treated by ACDF and 43 patients treated by PCDF. Patients in the ACDF cohort were younger (60.1 ± 9.8 vs . 65.8 ± 6.9 yr; P < 0.001), had a lower overall comorbidity burden (Charlson Comorbidity Index: 2.25 ± 1.61 vs . 3.07 ± 1.64; P = 0.002), and were more likely to have a 3-level fusion (79.7% vs . 30.2%; P < 0.001), myeloradiculopathy (42.5% vs . 23.3%; P = 0.034), and cervical kyphosis (25.7% vs . 7.69%; P = 0.027). Patients undergoing an ACDF had significantly more improvement in their neck disability index after surgery (-14.28 vs . -3.02; P = 0.001), and this relationship was maintained on multivariate analysis with PCDF being independently associated with a worse neck disability index (+8.83; P = 0.025). Patients undergoing an ACDF also experienced more improvement in visual analog score neck pain after surgery (-2.94 vs . -1.47; P = 0.025) by bivariate analysis. CONCLUSIONS Our data suggest that patients undergoing an ACDF or PCDF for multilevel DCM have similar outcomes after surgery.
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Affiliation(s)
- Mark J Lambrechts
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA
| | - Parker L Brush
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA
| | - Yunsoo Lee
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA
| | - Tariq Z Issa
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA
| | | | - Amit Syal
- Thomas Jefferson University Medical School, Philadelphia, PA
| | - Jasmine Wang
- Thomas Jefferson University Medical School, Philadelphia, PA
| | - John J Mangan
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA
| | - Ian David Kaye
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA
| | - Jose A Canseco
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA
| | - Alan S Hilibrand
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA
| | - Alexander R Vaccaro
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA
| | - Christopher K Kepler
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA
| | - Gregory D Schroeder
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA
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Aterman S, Ghahari S, Kessler D. Characteristics of peer-based interventions for individuals with neurological conditions: a scoping review. Disabil Rehabil 2023; 45:344-375. [PMID: 35085058 DOI: 10.1080/09638288.2022.2028911] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 12/29/2021] [Accepted: 01/08/2022] [Indexed: 01/12/2023]
Abstract
PURPOSE Peer-based interventions are increasingly popular and cost-effective therapeutic opportunities to support others experiencing similar life circumstances. However, little is known about the similarities and differences among peer-based interventions and their outcomes for people with neurological conditions. This scoping review aims to describe and compare the characteristics of existing peer-based interventions for adults with common neurological conditions. MATERIALS AND METHODS We searched MEDLINE, CINAHL, PsychInfo, and Embase for research on peer-based interventions for individuals with brain injury, Parkinson's, multiple sclerosis, spinal cord injury, and stroke up to June 2019. The search was updated in March 2021. Fifty-three of 2472 articles found were included. RESULTS Characteristics of peer-based intervention for this population vary significantly. They include individual and group-based formats delivered in-person, by telephone, or online. Content varied from structured education to tailored approaches. Participant outcomes included improved health, confidence, and self-management skills; however, these varied based on the intervention model. CONCLUSION Various peer-based interventions exist, each with its own definition of what it means to be a peer. Research using rigorous methodology is needed to determine the most effective interventions. Clear definitions of each program component are needed to better understand the outcomes and mechanism of action within each intervention.IMPLICATIONS FOR REHABILITATIONRehabilitation services can draw on various peer support interventions to add experiential knowledge and support based on shared experience to enhance outcomes.Fulfilling the role of peer mentor may be beneficial and could be encouraged as part of the rehabilitation process for people with SCI, TBI, Stroke, PD, or MS.In planning peer-based interventions for TBI, Stroke, SCI, PD, and MS populations, it is important to clearly define intervention components and evaluate outcomes to measure the impact of the intervention.
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Affiliation(s)
- Sarah Aterman
- School of Rehabilitation Therapy, Queen's University, Kingston, Canada
| | - Setareh Ghahari
- School of Rehabilitation Therapy, Queen's University, Kingston, Canada
| | - Dorothy Kessler
- School of Rehabilitation Therapy, Queen's University, Kingston, Canada
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50
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Rietchel L, Ramirez AL, Hocaloski S, Elliott S, Walter M, Krassioukov AV. Characterization of heart rate changes associated with autonomic dysreflexia during penile vibrostimulation and urodynamics. Spinal Cord 2023; 61:8-14. [PMID: 35941361 DOI: 10.1038/s41393-022-00843-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 07/23/2022] [Accepted: 07/26/2022] [Indexed: 01/17/2023]
Abstract
STUDY DESIGN Secondary data analysis. OBJECTIVES To characterize autonomic dysreflexia (AD) associated heart rate (HR) changes during penile vibrostimulation (PVS) and urodynamic studies (UDS). SETTING University-based laboratory. METHODS We analyzed blood pressure (BP) and HR data, recorded continuously, from 21 individuals (4 females; median age 41 years [lower and upper quartile, 37; 47]; median time post-injury 18 years [7; 27]; all motor-complete spinal cord injury (SCI) except one; cervical SCI = 15, thoracic [T1-T6] SCI = 6), who underwent PVS (11/21) or UDS (10/21). RESULTS Overall, 47 AD episodes were recorded (i.e. PVS = 37, UDS = 10), with at least one AD episode in each participant. At AD threshold, bradycardia was observed during PVS and UDS in 43% and 30%, respectively. At AD peak (i.e., maximum increase in systolic BP from baseline), bradycardia was observed during PVS and UDS in 65% and 50%, respectively. Tachycardia was detected at AD peak only once during UDS. Our study was limited by a small cohort of participants and the distribution of sex and injury characteristics. CONCLUSIONS Our findings reveal that AD-associated HR changes during PVS and UDS appear to be related to the magnitude of systolic BP increases. Highly elevated systolic BP associated with bradycardia suggests the presence of severe AD. Therefore, we recommend cardiovascular monitoring (preferably with continuous beat-to-beat recordings) during PVS and UDS to detect AD early. Stopping assessments before systolic BP reaches dangerously elevated levels, could reduce the risk of life-threatening complications in this cohort.
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Affiliation(s)
- Lauren Rietchel
- International Collaboration on Repair Discoveries (ICORD), Faculty of Medicine, University of British Columbia (UBC), Vancouver, British Columbia (BC), Canada
| | - Andrea L Ramirez
- International Collaboration on Repair Discoveries (ICORD), Faculty of Medicine, University of British Columbia (UBC), Vancouver, British Columbia (BC), Canada
| | - Shea Hocaloski
- International Collaboration on Repair Discoveries (ICORD), Faculty of Medicine, University of British Columbia (UBC), Vancouver, British Columbia (BC), Canada.,G.F. Strong Rehabilitation Centre, Vancouver Coastal Health, Vancouver, BC, Canada
| | - Stacy Elliott
- International Collaboration on Repair Discoveries (ICORD), Faculty of Medicine, University of British Columbia (UBC), Vancouver, British Columbia (BC), Canada.,G.F. Strong Rehabilitation Centre, Vancouver Coastal Health, Vancouver, BC, Canada.,Vancouver Coastal Health, B.C. Centre for Sexual Medicine, Vancouver, BC, Canada.,Departments of Psychiatry and Urologic Sciences, UBC, Vancouver, BC, Canada
| | - Matthias Walter
- International Collaboration on Repair Discoveries (ICORD), Faculty of Medicine, University of British Columbia (UBC), Vancouver, British Columbia (BC), Canada. .,Department of Urology, University Hospital Basel, University of Basel, Basel, Switzerland.
| | - Andrei V Krassioukov
- International Collaboration on Repair Discoveries (ICORD), Faculty of Medicine, University of British Columbia (UBC), Vancouver, British Columbia (BC), Canada. .,G.F. Strong Rehabilitation Centre, Vancouver Coastal Health, Vancouver, BC, Canada. .,Division of Physical Medicine and Rehabilitation, Faculty of Medicine, UBC, Vancouver, BC, Canada.
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