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Althagafi A, Dea N, Evaniew N, Rampersaud RY, Jacobs WB, Paquet J, Wilson JR, Hall H, Bailey CS, Weber MH, Nataraj A, Attabib N, Cadotte DW, Phan P, Christie SD, Fisher CG, Manson N, Thomas K, McIntosh G, Charest-Morin R. Pre-operative expectations of patients with Degenerative Cervical Myelopathy: An observational study from the Canadian Spine Outcomes and Research Network. Spine J 2024:S1529-9430(24)00186-4. [PMID: 38679073 DOI: 10.1016/j.spinee.2024.04.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 03/18/2024] [Accepted: 04/23/2024] [Indexed: 05/01/2024]
Abstract
BACKGROUND Despite an abundance of literature on degenerative cervical myelopathy (DCM), little is known about pre-operative expectations of these patients. PURPOSE The primary objective was to describe patient pre-operative expectations. Secondary objectives included identifying patient characteristics associated with high pre-operative expectations and to determine if expectations varied depending on myelopathy severity. STUDY DESIGN This was a retrospective study of a prospective multicenter, observational cohort of patients with DCM. PATIENT SAMPLE Patients who consented to undergo surgical treatment between January 2019 and September 2022 were included. OUTCOMES MEASURES An 11-domain expectation questionnaire was completed pre-operatively whereby patients quantified the expected change in each domain. METHODS The most important expected change was captured. A standardized expectation score was calculated as the sum of each expectation divided by the maximal possible score. The high expectation group was defined by patients who had an expectation score above the 75th percentile. Predictors of patients with high expectations were determined using multivariable logistic regression models. RESULTS There were 262 patients included. The most important patient expectation was preventing neurological worsening (40.8%) followed by improving balance when standing or walking (14.5%), improving independence in everyday activities (10.3%), and relieving arm tingling, burning and numbness (10%). Patients with mild myelopathy were more likely to select no worsening as the most important expected change compared to patients with severe myelopathy (p< 0.01). Predictors of high patient expectations were: having fewer comorbidities (OR -0.30 for every added comorbidity, 95% CI -0.59- -0.10, p= 0.01), a shorter duration of symptoms (OR 0.92, 95% CI 0.35-1.19, p= 0.02), no contribution from "failure of other treatments" on the decision to undergo surgery (OR 1.49, 95% CI 0.56-2.71, p= 0.02) and more severe neck pain (OR 0.19 for 1 point increase, 95% CI 0.05- 0.37, p= 0.01). CONCLUSIONS Most patients undergoing surgery for DCM expect prevention of neurological decline, better functional status, and improvement in their myelopathic symptoms. Stopping neurological deterioration is the most important expected outcomes by patients.
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Affiliation(s)
- Alwalaa Althagafi
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedics Surgery, University of British Columbia, Vancouver, British Columbia, Canada
| | - Nicolas Dea
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedics Surgery, University of British Columbia, Vancouver, British Columbia, Canada
| | - Nathan Evaniew
- Combined Neurosurgical and Orthopedic Spine Program, University of Calgary, Calgary, Alberta, Canada
| | - Raja Y Rampersaud
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada; Orthopaedics, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - W Bradley Jacobs
- Combined Neurosurgical and Orthopedic Spine Program, University of Calgary, Calgary, Alberta, Canada
| | - Jérome Paquet
- Centre de Recherche CHU de Quebec, CHU de Quebec-Universite Laval, Quebec City, Quebec, Canada
| | - Jefferson R Wilson
- Divisions of Orthopaedic and Neurosurgery, University of Toronto, Toronto, Ontario, Canada
| | - Hamilton Hall
- Department of Surgery, University of Toronto, Ontario, Canada
| | - Christopher S Bailey
- Department of Orthopedics Surgery, London Health Science Centre, Western University, London, Ontario, Canada
| | - Michael H Weber
- Department of Orthopedics Surgery, McGill University Health Centre, Montreal, Quebec, Canada
| | - Andrew Nataraj
- Division of Neurosurgery, Department of Surgery, University of Alberta Hospital, Edmonton, Alberta, Canada
| | - Najmedden Attabib
- Canada East Spine Centre, Division of Neurosurgery, Zone 2, Horizon Health Network, Saint John, New Brunswick, Canada
| | - David W Cadotte
- Combined Neurosurgical and Orthopedic Spine Program, University of Calgary, Calgary, Alberta, Canada
| | - Philippe Phan
- Department of Orthopedics Surgery, The Ottawa Hospital, Ottawa, Ontario, Canada
| | - Sean D Christie
- Division of Neurosurgery, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Charles G Fisher
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedics Surgery, University of British Columbia, Vancouver, British Columbia, Canada
| | - Neil Manson
- Canada East Spine Centre, Division of Neurosurgery, Zone 2, Horizon Health Network, Saint John, New Brunswick, Canada
| | - Kenneth Thomas
- Combined Neurosurgical and Orthopedic Spine Program, University of Calgary, Calgary, Alberta, Canada
| | - Greg McIntosh
- Canadian Spine Outcomes and Research Network, Markdale, Ontario, Canada
| | - Raphaële Charest-Morin
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedics Surgery, University of British Columbia, Vancouver, British Columbia, Canada.
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Al-Shawwa A, Ost K, Anderson D, Cho N, Evaniew N, Jacobs WB, Martin AR, Gaekwad R, Tripathy S, Bouchard J, Casha S, Cho R, duPlessis S, Lewkonia P, Nicholls F, Salo PT, Soroceanu A, Swamy G, Thomas KC, Yang MMH, Cohen-Adad J, Cadotte DW. Advanced MRI metrics improve the prediction of baseline disease severity for individuals with degenerative cervical myelopathy. Spine J 2024:S1529-9430(24)00193-1. [PMID: 38679077 DOI: 10.1016/j.spinee.2024.04.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Revised: 04/05/2024] [Accepted: 04/23/2024] [Indexed: 05/01/2024]
Abstract
BACKGROUND CONTEXT Degenerative cervical myelopathy (DCM) is the most common form of atraumatic spinal cord injury globally. Degeneration of spinal discs, bony osteophyte growth and ligament pathology results in physical compression of the spinal cord contributing to damage of white matter tracts and grey matter cellular populations. This results in an insidious neurological and functional decline in patients which can lead to paralysis. Magnetic resonance imaging (MRI) confirms the diagnosis of DCM and is a prerequisite to surgical intervention, the only known treatment for this disorder. Unfortunately, there is a weak correlation between features of current commonly acquired MRI scans ("community MRI, cMRI") and the degree of disability experienced by a patient. PURPOSE This study examines the predictive ability of current MRI sequences relative to "advanced MRI" (aMRI) metrics designed to detect evidence of spinal cord injury secondary to degenerative myelopathy. We hypothesize that the utilization of higher fidelity aMRI scans will increase the effectiveness of machine learning models predicting DCM severity and may ultimately lead to a more efficient protocol for identifying patients in need of surgical intervention. STUDY DESIGN/SETTING Single institution analysis of imaging registry of patients with DCM. PATIENT SAMPLE 296 patients in the cMRI group and 228 patients in the aMRI group. OUTCOME MEASURES Physiologic measures: Accuracy of machine learning algorithms to detect severity of DCM assessed clinically based on the modified Japanese Orthopedic Association (mJOA) scale. METHODS Patients enrolled in the Canadian Spine Outcomes Research Network registry with DCM were screened and 296 cervical spine MRIs acquired in cMRI were compared with 228 aMRI acquisitions. aMRI acquisitions consisted of diffusion tensor imaging, magnetization transfer, T2-weighted, and T2*-weighted images. The cMRI group consisted of only T2-weighted MRI scans. Various machine learning models were applied to both MRI groups to assess accuracy of prediction of baseline disease severity assessed clinically using the mJOA scale for cervical myelopathy. RESULTS Through the utilization of Random Forest Classifiers, disease severity was predicted with 41.8% accuracy in cMRI scans and 73.3% in the aMRI scans. Across different predictive model variations tested, the aMRI scans consistently produced higher prediction accuracies compared to the cMRI counterparts. CONCLUSIONS aMRI metrics perform better in machine learning models at predicting disease severity of patients with DCM. Continued work is needed to refine these models and address DCM severity class imbalance concerns, ultimately improving model confidence for clinical implementation.
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Affiliation(s)
- Abdul Al-Shawwa
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Kalum Ost
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - David Anderson
- Department of Biochemistry and Molecular Biology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Newton Cho
- Department of Neurosurgery, University of Toronto, Toronto, ON, Canada
| | - Nathan Evaniew
- Combined Orthopedic and Neurosurgery Spine Program, University of Calgary, Calgary, AB, Canada; Section of Orthopaedic Surgery, Department of Surgery, University of Calgary, Calgary, AB, Canada
| | - W Bradley Jacobs
- Combined Orthopedic and Neurosurgery Spine Program, University of Calgary, Calgary, AB, Canada; Department of Clinical Neurosciences, Section of Neurosurgery, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Allan R Martin
- Department of Neurological Surgery, University of California - Davis, Sacramento, CA
| | - Ranjeet Gaekwad
- Department of Clinical Neurosciences, Section of Neurosurgery, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Saswati Tripathy
- Combined Orthopedic and Neurosurgery Spine Program, University of Calgary, Calgary, AB, Canada
| | - Jacques Bouchard
- Combined Orthopedic and Neurosurgery Spine Program, University of Calgary, Calgary, AB, Canada; Section of Orthopaedic Surgery, Department of Surgery, University of Calgary, Calgary, AB, Canada
| | - Steven Casha
- Combined Orthopedic and Neurosurgery Spine Program, University of Calgary, Calgary, AB, Canada; Department of Clinical Neurosciences, Section of Neurosurgery, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Roger Cho
- Combined Orthopedic and Neurosurgery Spine Program, University of Calgary, Calgary, AB, Canada; Section of Orthopaedic Surgery, Department of Surgery, University of Calgary, Calgary, AB, Canada
| | - Stephen duPlessis
- Combined Orthopedic and Neurosurgery Spine Program, University of Calgary, Calgary, AB, Canada; Department of Clinical Neurosciences, Section of Neurosurgery, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Peter Lewkonia
- Combined Orthopedic and Neurosurgery Spine Program, University of Calgary, Calgary, AB, Canada; Section of Orthopaedic Surgery, Department of Surgery, University of Calgary, Calgary, AB, Canada
| | - Fred Nicholls
- Combined Orthopedic and Neurosurgery Spine Program, University of Calgary, Calgary, AB, Canada; Section of Orthopaedic Surgery, Department of Surgery, University of Calgary, Calgary, AB, Canada
| | - Paul T Salo
- Combined Orthopedic and Neurosurgery Spine Program, University of Calgary, Calgary, AB, Canada; Section of Orthopaedic Surgery, Department of Surgery, University of Calgary, Calgary, AB, Canada
| | - Alex Soroceanu
- Combined Orthopedic and Neurosurgery Spine Program, University of Calgary, Calgary, AB, Canada; Section of Orthopaedic Surgery, Department of Surgery, University of Calgary, Calgary, AB, Canada
| | - Ganesh Swamy
- Combined Orthopedic and Neurosurgery Spine Program, University of Calgary, Calgary, AB, Canada; Section of Orthopaedic Surgery, Department of Surgery, University of Calgary, Calgary, AB, Canada
| | - Kenneth C Thomas
- Combined Orthopedic and Neurosurgery Spine Program, University of Calgary, Calgary, AB, Canada; Section of Orthopaedic Surgery, Department of Surgery, University of Calgary, Calgary, AB, Canada
| | - Michael M H Yang
- Combined Orthopedic and Neurosurgery Spine Program, University of Calgary, Calgary, AB, Canada; Department of Clinical Neurosciences, Section of Neurosurgery, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Julien Cohen-Adad
- NeuroPoly Lab, Institute of Biomedical Engineering, Polytechnique Montreal, Montreal, QC, Canada; Functional Neuroimaging Unit, CRIUGM, Université de Montréal, Montreal, QC, Canada; Mila - Quebec AI Institute, Montrèal, QC, Canada
| | - David W Cadotte
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Combined Orthopedic and Neurosurgery Spine Program, University of Calgary, Calgary, AB, Canada; Department of Biochemistry and Molecular Biology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Department of Clinical Neurosciences, Section of Neurosurgery, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.
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Malhotra AK, Evaniew N, Dea N, Fisher CG, Street JT, Cadotte DW, Jacobs WB, Thomas KC, Attabib N, Manson N, Hall H, Bailey CS, Nataraj A, Phan P, Rampersaud YR, Paquet J, Weber MH, Christie SD, McIntosh G, Wilson JR. The Effects of Peri-Operative Adverse Events on Clinical and Patient-Reported Outcomes After Surgery for Degenerative Cervical Myelopathy: An Observational Cohort Study from the Canadian Spine Outcomes and Research Network. Neurosurgery 2024:00006123-990000000-01080. [PMID: 38465953 DOI: 10.1227/neu.0000000000002896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 01/08/2024] [Indexed: 03/12/2024] Open
Abstract
BACKGROUND AND OBJECTIVES There is a lack of data examining the effects of perioperative adverse events (AEs) on long-term outcomes for patients undergoing surgery for degenerative cervical myelopathy. We aimed to investigate associations between the occurrence of perioperative AEs and coprimary outcomes: (1) modified Japanese Orthopaedic Association (mJOA) score and (2) Neck Disability Index (NDI) score. METHODS We analyzed data from 800 patients prospectively enrolled in the Canadian Spine Outcomes and Research Network multicenter observational study. The Spine AEs Severity system was used to collect intraoperative and postoperative AEs. Patients were assessed at up to 2 years after surgery using the NDI and the mJOA scale. We used a linear mixed-effect regression to assess the influence of AEs on longitudinal outcome measures as well as multivariable logistic regression to assess factors associated with meeting minimal clinically important difference (MCID) thresholds at 1 year. RESULTS There were 167 (20.9%) patients with minor AEs and 36 (4.5%) patients with major AEs. The occurrence of major AEs was associated with an average increase in NDI of 6.8 points (95% CI: 1.1-12.4, P = .019) and reduction of 1.5 points for mJOA scores (95% CI: -2.3 to -0.8, P < .001) up to 2 years after surgery. Occurrence of major AEs reduced the odds of patients achieving MCID targets at 1 year after surgery for mJOA (odds ratio 0.23, 95% CI: 0.086-0.53, P = .001) and for NDI (odds ratio 0.34, 95% CI: 0.11-0.84, P = .032). CONCLUSION Major AEs were associated with reduced functional gains and worse recovery trajectories for patients undergoing surgery for degenerative cervical myelopathy. Occurrence of major AEs reduced the probability of achieving mJOA and NDI MCID thresholds at 1 year. Both minor and major AEs significantly increased health resource utilization by reducing the proportion of discharges home and increasing length of stay.
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Affiliation(s)
- Armaan K Malhotra
- Division of Neurosurgery, Unity Health, University of Toronto, Toronto, Ontario, Canada
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Nathan Evaniew
- University of Calgary Spine Program, University of Calgary, Alberta, Canada
| | - Nicolas Dea
- Department of Orthopaedic Surgery, Combined Neurosurgical and Orthopaedic Spine Program, University of British Columbia, Vancouver, British Columbia, Canada
| | - Charles G Fisher
- Department of Orthopaedic Surgery, Combined Neurosurgical and Orthopaedic Spine Program, University of British Columbia, Vancouver, British Columbia, Canada
| | - John T Street
- Department of Orthopaedic Surgery, Combined Neurosurgical and Orthopaedic Spine Program, University of British Columbia, Vancouver, British Columbia, Canada
| | - David W Cadotte
- University of Calgary Spine Program, University of Calgary, Alberta, Canada
| | - W Bradley Jacobs
- University of Calgary Spine Program, University of Calgary, Alberta, Canada
| | - Kenneth C Thomas
- University of Calgary Spine Program, University of Calgary, Alberta, Canada
| | - Najmedden Attabib
- Division of Neurosurgery, Zone 2, Horizon Health Network, Canada East Spine Centre, Saint John, New Brunswick, Canada
| | - Neil Manson
- Division of Orthopaedics, Canada East Spine Centre and Horizon Health Network, Saint John, New Brunswick, Canada
| | - Hamilton Hall
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Christopher S Bailey
- Department of Surgery, London Health Science Centre Combined Neurosurgical and Orthopaedic Spine Program, Schulich School of Medicine, Western University, London, Ontario, Canada
| | - Andrew Nataraj
- Division of Neurosurgery, University of Alberta, Edmonton, Alberta, Canada
| | - Philippe Phan
- Division of Orthopaedic Surgery, The Ottawa Hospital, Civic Campus, University of Ottawa, Ottawa, Ontario, Canada
| | - Y Raja Rampersaud
- Department of Surgery, Schroeder Arthritis Institute, Krembil Research Institute, Orthopaedics, University of Toronto, Toronto, Ontario, Canada
| | - Jerome Paquet
- Centre de Recherche CHU de Quebec, CHU de Quebec-Université Laval, Quebec City, Quebec, Canada
| | - Michael H Weber
- Division of Orthopaedics, Department of Surgery, Montreal General Hospital, McGill University, Montreal, Quebec, Canada
| | - Sean D Christie
- Department of Surgery, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Greg McIntosh
- Canadian Spine Outcomes and Research Network, Markdale, Ontario, Canada
| | - Jefferson R Wilson
- Division of Neurosurgery, Unity Health, University of Toronto, Toronto, Ontario, Canada
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada
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Malhotra AK, He Y, Harrington EM, Jaja BNR, Zhu MP, Shakil H, Dea N, Weber MH, Attabib N, Phan P, Rampersaud YR, Paquet J, Jacobs WB, Cadotte DW, Christie SD, Nataraj A, Bailey CS, Johnson M, Fisher C, Hall H, Manson N, Thomas K, Ginsberg HJ, Fehlings MG, Witiw CD, Davis AM, Wilson JR. Development of the cervical myelopathy severity index: a new patient reported outcome measure to quantify impairments and functional limitations. Spine J 2024; 24:424-434. [PMID: 37918571 DOI: 10.1016/j.spinee.2023.10.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 10/10/2023] [Accepted: 10/28/2023] [Indexed: 11/04/2023]
Abstract
BACKGROUND CONTEXT Existing degenerative cervical myelopathy (DCM) severity scales have significant shortcomings, creating a strong impetus for the development of a practical measurement tool with sound psychometric properties. PURPOSE This work reports the item generation and reduction of the Cervical Myelopathy Severity Index (CMSI), a new DCM patient-reported outcome measure of symptoms and functional limitations. DESIGN Prospective observational study. PATIENT SAMPLE Adult DCM patients belonging to one of three distinct treatment groups: (1) observation cohort, (2) preoperative surgical cohort, (3) 6 to 12 months postoperative cohort. OUTCOME MEASURES Patient-reported outcome measure of symptoms and functional limitations. METHODS Item generation was performed using semi-structured patient focus groups emphasizing symptoms experienced and functional limitations. Readability was assessed through think-aloud patient interviews. Item reduction involved surveys of DCM patients with a spectrum of disease severity and board-certified spine surgeons experienced in the treatment of DCM. A priori criteria for item removal included: patient median importance/severity <2 (of 4), 30% or more no severity (response of zero), item severity correlations ≤ 0.80 (Spearman), item severity reliability (weighted kappa <0.60) based on a 2-week interval and clinician median importance <2 with retention of items with very high clinical importance. RESULTS There were 42 items generated from a combination of specialist input and patient focus groups. Items captured sensorimotor symptoms and limitations related to upper and lower extremities as well as sphincter dysfunction. Ninety-eight patients (43, 30, 25 observation, pre- and postsurgery respectively) and 51 surgeons completed the assessment. Twenty-three items remained after application of median importance and severity thresholds and weighted kappa cutoffs. After elimination of highly correlated (>0.80) items and combining two similar items, the final CMSI questionnaire list included 14 items. CONCLUSIONS The CMSI is a new DCM patient-reported clinical measurement tool developed using patient and clinician input to inform item generation and reduction. Future work will evaluate the reliability, validity, and responsiveness of the CMSI in relation to existing myelopathy measurement indices.
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Affiliation(s)
- Armaan K Malhotra
- Division of Neurosurgery, St. Michael's Hospital, University of Toronto, 30 Bond St, Toronto, Ontario M5B1W8, Canada; Institute of Health Policy Management and Evaluation, University of Toronto, 155 College St, Toronto, Ontario M5T3M6, Canada
| | - Yingshi He
- Division of Neurosurgery, St. Michael's Hospital, University of Toronto, 30 Bond St, Toronto, Ontario M5B1W8, Canada
| | - Erin M Harrington
- Division of Neurosurgery, St. Michael's Hospital, University of Toronto, 30 Bond St, Toronto, Ontario M5B1W8, Canada
| | - Blessing N R Jaja
- Division of Neurosurgery, St. Michael's Hospital, University of Toronto, 30 Bond St, Toronto, Ontario M5B1W8, Canada
| | - Mary P Zhu
- Division of Neurosurgery, St. Michael's Hospital, University of Toronto, 30 Bond St, Toronto, Ontario M5B1W8, Canada
| | - Husain Shakil
- Division of Neurosurgery, St. Michael's Hospital, University of Toronto, 30 Bond St, Toronto, Ontario M5B1W8, Canada; Institute of Health Policy Management and Evaluation, University of Toronto, 155 College St, Toronto, Ontario M5T3M6, Canada
| | - Nicolas Dea
- Combined Neurosurgical and Orthopaedic Spine Program, University of British Columbia, 2775 Laurel St, Vancouver, British Columbia V5Z1M9, Canada
| | - Michael H Weber
- Division of Orthopedic Surgery, McGill University, 1650 Cedar Ave, Montreal, Quebec, H3G1A4, Canada
| | - Najmedden Attabib
- Canada East Spine Centre, Saint John, 400 University Ave, New Brunswick, E2L4L4, Canada
| | - Philippe Phan
- The Ottawa Hospital - Civic Campus, 1053 Carling Ave, Ottawa, Ontario K1Y4E9, Canada
| | - Yoga Raja Rampersaud
- Division of Orthopedic Surgery, Toronto Western Hospital, 399 Bathurst St, Toronto, Ontario M5T2S8, Canada
| | - Jerome Paquet
- Department of Surgery, Université Laval, 1050 Av. de la Médecine, Quebec City, G1V0A6, Canada
| | - W Bradley Jacobs
- Division of Spine Surgery, Foothills Medical Centre, University of Calgary, 1403 29 St NW, Calgary, Alberta T2N2T9, Canada
| | - David W Cadotte
- Division of Spine Surgery, Foothills Medical Centre, University of Calgary, 1403 29 St NW, Calgary, Alberta T2N2T9, Canada
| | - Sean D Christie
- Department of Surgery, Dalhousie University, 1276 South Park St, Halifax, Nova Scotia B3H2Y9, Canada
| | - Andrew Nataraj
- Division of Neurosurgery, University of Alberta Hospital, 8440 112 St NW, Edmonton, Alberta T6G2B7, Canada
| | - Christopher S Bailey
- Department of Orthopaedic Surgery, London Health Science Centre, Western University, 339 Windermere Rd, London, Ontario N6A5A5, Canada
| | - Michael Johnson
- Department of Orthopaedics, University of Manitoba, 820 Sherbrook St, Winnipeg, Manitoba R3A1R9, Canada
| | - Charles Fisher
- Combined Neurosurgical and Orthopaedic Spine Program, University of British Columbia, 2775 Laurel St, Vancouver, British Columbia V5Z1M9, Canada
| | - Hamilton Hall
- Department of Surgery, University of Toronto, 149 College St, Ontario M5T1P5, Canada
| | - Neil Manson
- Canada East Spine Centre, Saint John, 400 University Ave, New Brunswick, E2L4L4, Canada
| | - Kenneth Thomas
- Division of Spine Surgery, Foothills Medical Centre, University of Calgary, 1403 29 St NW, Calgary, Alberta T2N2T9, Canada
| | - Howard J Ginsberg
- Division of Neurosurgery, St. Michael's Hospital, University of Toronto, 30 Bond St, Toronto, Ontario M5B1W8, Canada; Li Ka Shing Knowledge Institute, St. Michael's Hospital, 209 Victoria St, Toronto, Ontario M5B1T8, Canada
| | - Michael G Fehlings
- Division of Neurosurgery, Toronto Western Hospital, 399 Bathurst St, Toronto, Ontario M5T2S8, Canada
| | - Christopher D Witiw
- Division of Neurosurgery, St. Michael's Hospital, University of Toronto, 30 Bond St, Toronto, Ontario M5B1W8, Canada; Institute of Health Policy Management and Evaluation, University of Toronto, 155 College St, Toronto, Ontario M5T3M6, Canada; Li Ka Shing Knowledge Institute, St. Michael's Hospital, 209 Victoria St, Toronto, Ontario M5B1T8, Canada
| | - Aileen M Davis
- Institute of Health Policy Management and Evaluation, University of Toronto, 155 College St, Toronto, Ontario M5T3M6, Canada
| | - Jefferson R Wilson
- Division of Neurosurgery, St. Michael's Hospital, University of Toronto, 30 Bond St, Toronto, Ontario M5B1W8, Canada; Institute of Health Policy Management and Evaluation, University of Toronto, 155 College St, Toronto, Ontario M5T3M6, Canada; Li Ka Shing Knowledge Institute, St. Michael's Hospital, 209 Victoria St, Toronto, Ontario M5B1T8, Canada.
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Evaniew N, Bailey CS, Rampersaud YR, Jacobs WB, Phan P, Nataraj A, Cadotte DW, Weber MH, Thomas KC, Manson N, Attabib N, Paquet J, Christie SD, Wilson JR, Hall H, Fisher CG, McIntosh G, Dea N. Anterior vs Posterior Surgery for Patients With Degenerative Cervical Myelopathy: An Observational Study From the Canadian Spine Outcomes and Research Network. Neurosurgery 2024:00006123-990000000-01041. [PMID: 38305343 DOI: 10.1227/neu.0000000000002842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 11/29/2023] [Indexed: 02/03/2024] Open
Abstract
BACKGROUND AND OBJECTIVES The advantages and disadvantages of anterior vs posterior surgical approaches for patients with progressive degenerative cervical myelopathy (DCM) remain uncertain. Our primary objective was to evaluate patient-reported disability at 1 year after surgery. Our secondary objectives were to evaluate differences in patient profiles selected for each approach in routine clinical practice and to compare neurological function, neck and arm pain, health-related quality of life, adverse events, and rates of reoperations. METHODS We analyzed data from patients with DCM who were enrolled in an ongoing multicenter prospective observational cohort study. We controlled for differences in baseline characteristics and numbers of spinal levels treated using multivariable logistic regression. Adverse events were collected according to the Spinal Adverse Events Severity protocol. RESULTS Among 559 patients, 261 (47%) underwent anterior surgery while 298 (53%) underwent posterior surgery. Patients treated posteriorly had significantly worse DCM severity and a greater number of vertebral levels involved. After adjusting for confounders, there was no significant difference between approaches for odds of achieving the minimum clinically important difference for the Neck Disability Index (odds ratio 1.23, 95% CI 0.82 to 1.86, P = .31). There was also no significant difference for change in modified Japanese Orthopedic Association scores, and differences in neck and arm pain and health-related quality of life did not exceed minimum clinically important differences. Patients treated anteriorly experienced greater rates of dysphagia, whereas patients treated posteriorly experienced greater rates of wound complications, neurological complications, and reoperations. CONCLUSION Patients selected for posterior surgery had worse DCM and a greater number of vertebral levels involved. Despite this, anterior and posterior surgeries were associated with similar improvements in disability, neurological function, pain, and quality of life. Anterior surgery had a more favorable profile of adverse events, which suggests it might be a preferred option when feasible.
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Affiliation(s)
- Nathan Evaniew
- University of Calgary Spine Program, University of Calgary, Calgary, Alberta, Canada
| | - Christopher S Bailey
- London Health Science Centre Combined Orthopaedic and Neurosurgery Spine Program, Schulich School of Medicine, Western University, London, Ontario, Canada
| | - Y Raja Rampersaud
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - W Bradley Jacobs
- University of Calgary Spine Program, University of Calgary, Calgary, Alberta, Canada
| | - Philippe Phan
- Division of Orthopaedic Surgery, University of Ottawa, Ottawa, Ontario, Canada
| | - Andrew Nataraj
- Division of Neurosurgery, University of Alberta, Edmonton, Alberta, Canada
| | - David W Cadotte
- University of Calgary Spine Program, University of Calgary, Calgary, Alberta, Canada
| | - Michael H Weber
- Division of Orthopaedics, McGill University, Montreal, Quebec, Canada
| | - Kenneth C Thomas
- University of Calgary Spine Program, University of Calgary, Calgary, Alberta, Canada
| | - Neil Manson
- Canada East Spine Centre, Saint John, New Brunswick, Canada
| | | | - Jerome Paquet
- Department of Orthopaedics, Centre Hospitalier, Universitaire de Quebec, Quebec, Quebec, Canada
| | - Sean D Christie
- Department of Surgery, Dalhousie University, Halifax, Nova Scotia, Canada
| | | | - Hamilton Hall
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Charles G Fisher
- Combined Neurosurgery and Orthopaedic Spine Program, University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Nicolas Dea
- Combined Neurosurgery and Orthopaedic Spine Program, University of British Columbia, Vancouver, British Columbia, Canada
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6
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Birk M, Sidhu K, Filezio MR, Singh V, Ferri-de-Barros F, Chan V, Shumilak G, Nataraj A, Langston H, Yee NJ, Iorio C, Shkumat N, Rocos B, Ertl-Wagner B, Lebel D, Camp MW, Dimentberg E, Saran N, Laflamme M, Ouellet JA, Wenghofer J, Livock H, Beaton L, Tice A, Smit K, Graham R, Duarte MP, Roy-Beaudry M, Turgeon I, Joncas J, Mac-Thiong JM, Labelle H, Barchi S, Parent S, Gholamian T, Livock H, Tice A, Smit K, Yoon S, Zulfiqar A, Rocos B, Murphy A, Bath N, Moll S, Sorbara J, Lebel D, Camp MW, Nallet JA, Rocos B, Lebel DE, Zeller R, Dermott JA, Kim DJ, Anthony A, Zeller R, Lebel DE, Wang Z, Shen J, Kamel Y, Liu J, Shedid D, Al-Shakfa F, Yuh SJ, Boubez G, Rizkallah M, Rizkallah M, Shen J, Boubez G, Kamel Y, Liu J, Shedid D, Al-Shakfa F, Lavoie F, Yug SJ, Wang Z, Alavi F, Nielsen C, Rampersaud R, Lewis S, Cheung AM, Cadieux C, Fernandes R, Brzozowski P, Zdero R, Bailey C, Rasoulinejad P, Cherry A, Manoharan R, Xu M, Srikandarajah N, Iorio C, Raj A, Nielsen C, Rampersaud R, Lewis S, Beange K, Graham R, Livock H, Smit K, Manoharan R, Cherry A, Srikandarajah N, Raj A, Xu M, Iorio C, Nielsen CJ, Rampersaud YR, Lewis SJ, Nasrabadi AAM, Moammer G, Phee JM, Walker T, Urquhart JC, Glennie RA, Rampersaud YR, Fisher CG, Bailey CS, Herrington BJ, Fernandes RR, Urquhart JC, Rasoulinejad P, Siddiqi F, Bailey CS, Urquhart J, Fernandes RR, Glennie RA, Rampersaud YR, Fisher CG, Bailey CS, Yang MMH, Riva-Cambrin J, Cunningham J, Casha S, Cadieux CN, Urquhart J, Fernandes R, Glennie A, Fisher C, Rampersaud R, Xu M, Manoharan R, Cherry A, Raj A, Srikandarajah N, Iorio C, Nielsen C, Lewis S, Rampersaud R, Cherry A, Raj A, McIntosh G, Manoharan R, Murray JC, Nielsen C, Xu M, Srikandarajah N, Iorio C, Perruccio A, Canizares M, Rampersaud R, El-Mughayyar D, Bigney E, Richardson E, Manson N, Abraham E, Attabib N, Small C, Kolyvas G, LeRoux A, Outcomes CS, Investigators RN, Hebert J, Baisamy V, Rizkallah M, Shen J, Cresson T, Vazquez C, Wang Z, Boubez G, Lung T, Canizares M, Perruccio A, Rampersaud R, Crawford EJ, Ravinsky RA, Perruccio AV, Rampersaud YR, Coyte PC, Bond M, Street J, Fisher C, Charest-Morin R, Sutherland JM, Bartolozzi AR, Barzilai O, Chou D, Laufer I, Verlaan JJ, Sahgal A, Rhines LD, Scuibba DM, Lazary A, Weber MH, Schuster JM, Boriani S, Bettegowda C, Arnold PM, Clarke MJ, Fehlings MG, Reynolds JJ, Gokaslan ZL, Fisher CG, Dea N, Versteeg AL, Charest-Morin R, Laufer I, Teixeira W, Barzilai O, Gasbarrini A, Fehlings MG, Chou D, Johnson MG, Gokaslan ZL, Dea N, Verlaan JJ, Goldschlager T, Shin JH, O'Toole JE, Sciubba DM, Bettegowda C, Clarke MJ, Weber MH, Mesfin A, Kawahara N, Goodwin R, Disch A, Lazary A, Boriani S, Sahgal A, Rhines L, Fisher CG, Versteeg AL, Gal R, Reich L, Tsang A, Aludino A, Sahgal A, Verlaan JJ, Fisher CG, Verkooijen L, Rizkallah M, Wang Z, Yuh SJ, Shedid D, Shen J, Al-Shakfa F, Belguendouz C, AlKafi R, Boubez G, MacLean MA, Georgiopoulos M, Charest-Morin R, Germscheid N, Goodwin CR, Weber M, International AS, Rizkallah M, Boubez G, Zhang H, Al-Shakfa F, Brindamour P, Boule D, Shen J, Shedid D, Yuh SJ, Wang Z, Correale MR, Soever LJ, Rampersaud R, Malic CC, Dubreuil M, Duke K, Kingwell SP, Lin Z, MacLean MA, Julien LC, Patriquin G, LeBlanc J, Green R, Alant J, Barry S, Glennie RA, Oxney W, Christie SD, Sarraj M, Alqahtani A, Thornley P, Koziarz F, Bailey CS, Freire-Archer M, Bhanot K, Kachur E, Bhandari M, Oitment C, Malhotra AK, Balas M, Jaja BNR, Harrington EM, Hofereiter J, Jaffe RH, He Y, Byrne JP, Wilson JR, Witiw CD, Brittain KCM, Christie S, Pillai S, Dvorak MF, Evaniew N, Chen M, Waheed Z, Rotem-Kohavi N, Fallah N, Noonan VK, Fisher CG, Charest-Morin R, Dea N, Ailon T, Street J, Kwon BK, Sandarage RV, Galuta A, Ghinda D, Kwan JCS, TsaI EC, Hachem LD, Hong J, Velumian A, Mothe AJ, Tator CH, Fehlings MG, Shakil H, Jaja BNR, Zhang P, Jaffe R, Malhotra AK, Wilson JR, Witiw CD, Rotem-Kohavi N, Dvorak MF, Dea N, Evaniew N, Chen M, Waheed Z, Xu J, Fallah N, Noonan V, Kwon B, Dandurand C, Muijs S, Dvorak M, Schnake K, Cumhur, Ouml Ner, Greene R, Furlong B, Smith-Forrester J, Swab M, Christie SD, Hall A, Leck E, Marshall E, Christie S, Dvorak MF, Cumhur F, Ouml Ner, Vaccaro AR, Benneker LM, Rajasekaran S, El-Sharkawi M, Popescu EC, Tee JW, Paquet J, France JC, Allen R, Lavelle WF, Hirschfeld M, Pneumaticos S, Dandurand C, Cumhur, Ouml Ner, Muijs S, Schnake K, Dvorak M, Fernandes RR, Thornley P, Urquhart J, Kelly S, Alenezi N, Alahmari A, Siddiqi F, Singh S, Rasoulinejad P, Bailey C, Evaniew N, Burger LD, Dea N, Cadotte DW, McIntosh G, Jacobs B, St-Laurent-Lebeux L, Bourassa-Moreau É, Sarraj M, Majeed M, Guha D, Pahuta M, Laflamme M, McIntosh G, Dea N, Bak AB, Alvi MA, Moghaddamjou A, Fehlings MG, Silva YGMD, Goulet J, McIntosh G, Bedard S, Pimenta N, Blanchard J, Couture J, LaRue B, Investigators C, Adams T, Cunningham E, El-Mughayyar D, Bigney E, Vandewint A, Manson N, Abraham E, Small C, Attabib N, Richardson E, Hebert J, Bond M, Street J, Fisher C, Charest-Morin R, Sutherland JM, Hillier T, Bailey CS, Fisher C, Rampersaud R, Koto P, Glennie RA, Soroceanu A, Nicholls F, Thomas K, Evaniew N, Lewkonia P, Bouchard J, Jacobs B, Ben-Israel D, Crawford EJ, Fisher C, Dea N, Spackman E, Rampersaud R, Thomas KC, Srikandarajah N, Murray JC, Nielsen C, Manoharan R, Cherry A, Raj A, Xu M, Iorio C, Bailey C, Dea N, Fisher C, Hall H, Manson N, Thomas K, Canizares M, Rampersaud YR, Urquhart J, Fernandes RR, Glennie RA, Rampersaud YR, Fisher CG, Bailey C, Yang MMH, Far R, Sajobi T, Riva-Cambrin J, Casha S, Bond M, Street J, Fisher C, Charest-Morin R, Sutherland JM, Silva Y, Pimenta NG, LaRue B, Bedard S, Oviedo SC, Goulet J, Couture J, Blanchard J, McDonald J, Al-Jahdali F, Urquhart J, Alahmari A, Rampersaud R, Fisher C, Bailey C, Glennie A, Evaniew N, Coyle M, Rampersaud YR, Bailey CS, Jacobs WB, Cadotte DW, Thomas KC, Attabib N, Paquet J, Nataraj A, Christie SD, Weber MH, Phan P, Charest-Morin R, Fisher CG, Hall H, McIntosh G, Dea N, Malhotra AK, Davis AM, He Y, Harrington EM, Jaja BNR, Zhu MP, Shakil H, Dea N, Jacobs WB, Cadotte DW, Paquet J, Weber MH, Phan P, Christie SD, Nataraj A, Bailey CS, Johnson MG, Fisher CG, Manson N, Rampersaud YR, Thomas KC, Hall H, Fehlings MG, Ahn H, Ginsberg HJ, Witiw CD, Wilson JR, Althagafi A, McIntosh G, Charest-Morin R, Rizzuto MA, Ailon T, Dea N, Evaniew N, Jacobs BW, Paquet J, Rampersaud R, Hall H, Bailey CS, Weber M, Johnson MG, Nataraj A, Attabib N, Cadotte DW, Manson N, Stratton A, Christie SD, Thomas KC, Wilson JR, Fisher CG, Charest-Morin R, Bak AB, Alvi MA, Moghaddamjou A, Fehlings MG, Bak AB, Alvi MA, Moghaddamjou A, Fehlings MG, Soroceanu A, Nicholls F, Thomas K, Evaniew N, Salo P, Bouchard J, Jacobs B, Dandurand C, Laghaei PF, Ailon T, Charest-Morin R, Dea N, Dvorak M, Fisher C, Kwon BK, Paquette S, Street J, Soroceanu A, Nicholls F, Thomas K, Evaniew N, Bouchard J, Salo P, Jacobs B, Varshney VP, Sahjpaul R, Paquette S, Osborn J, Bak AB, Moghaddamjou A, Fehlings MG, Leck E, Marshall E, Christie S, Elkaim LM, Lasry OJ, Raj A, Murray JC, Cherry A, McIntosh G, Nielsen C, Srikandarajah N, Manoharan R, Iorio C, Xu M, Perruccio A, Canizares M, Rampersaud YR, Stratton A, Tierney S, Wai EK, Phan P, Kingwell S, Magnan MC, Soroceanu A, Nicholls F, Thomas K, Evaniew N, Salo P, Bouchard J, Jacobs B, Spanninga B, Hoelen TCA, Johnson S, Arts JJC, Bailey CS, Urquhart JC, Glennie RA, Rampersaud YR, Fisher CG, Levett JJ, Elkaim LM, Alotaibi NM, Weber MH, Dea N, Abd-El-Barr MM, Cherry A, Yee A, Jaber N, Fehlings M, Cunningham E, Adams T, El-Mughayyar D, Bigney E, Vandewint A, Manson N, Abraham E, Small C, Attabib N, Richardson E, Hebert J, Werier J, Smit K, Villeneuve J, Sachs A, Abdelbary H, Al-Mosuli YK, Rakhra K, Phan P, Nagata K, Gum JL, Brown ME, Daniels CL, Carreon LY, Bonello JP, Koucheki R, Abbas A, Lex J, Nucci N, Whyne C, Larouche J, Ahn H, Finkelstein J, Lewis S, Toor J, Lee NJ, Orosz LD, Gum JL, Poulter GT, Jazini E, Haines CM, Good CR, Lehman RA, Crawford EJ, Ravinsky RA, Perruccio AV, Coyte PC, Rampersaud YR, Freire-Archer M, Sarraj M, AlShaalan F, Koziarz A, Thornley P, Alnemari H, Oitment C, Bharadwaj L, El-Mughayyar D, Bigney E, Manson N, Abraham E, Small C, Attabib N, Richardson E, Kearney J, Kundap U, Investigators C, Hebert J, Elkaim LM, Levett JJ, Niazi F, Bokhari R, Alotaibi NM, Lasry OJ, Bissonnette V, Yen D, Muddaluru VS, Gandhi P, Mastrolonardo A, Guha D, Pahuta MA, Christie SD, Vandertuin T, Ritcey G, Rainham D, Alhawsawi M, Mumtaz R, Abdelnour M, Qumquji F, Soroceanu A, Swamy G, Thomas K, Wai E, Phan P, Bhatt FR, Orosz LD, Yamout T, Good CR, Schuler TC, Nguyen T, Jazini E, Haines CM, Oppermann M, Gupta S, Ramjist J, Oppermann PS, Yang VXD, Levett JJ, Elkaim LM, Niazi F, Weber MH, Ioro-Morin C, Bonizzato M, Weil AG, Oppermann M, Ramjist J, Gupta S, Oppermann PS, Yang VXD, Jung Y, Muddalaru V, Gandhi P, Guha D, Koucheki R, Bonello JP, Abbas A, Lex JR, Nucci N, Whyne C, Yee A, Ahn H, Finkelstein J, Larouche J, Lewis S, Toor J, Dhawan A, Dhawan J, Sharma AN, Azzam DB, Cherry A, Fehlings MG, Orosz LD, Lee NJ, Yamout T, Gum JL, Lehman RA, Poulter GT, Haines CM, Jazini E, Good CR, Ridha BB, Persad A, Fourney D, Byers E, Gallagher M, Sugar J, Brown JL, Wang Z, Shen J, Boubez G, Al-Shakfa F, Yuh SJ, Shedid D, Rizkallah M, Singh M, Singh PK, Lawrence PL, Dell S, Goodluck-Tyndall R, Wade K, Morgan M, Bruce C, Silva YGMD, Pimenta N, LaRue B, Aldakhil S, Blanchard J, Couture J, Goulet J, Bednar DA, Raj R, Urquhart J, Bailey C, Christie SD, Greene R, Chaves JPG, Zarrabian M, Sigurdson L, Manoharan R, Cherry A, Iorio C, Srikandarajah N, Xu M, Raj A, Nielsen CJ, Rampersaud YR, Lewis SJ. Canadian Spine Society: 23rd Annual Scientific Conference, Wednesday, March 1 - Saturday, March 4, Fairmont Le Château Frontenac, Québec, Que., Canada. Can J Surg 2023; 66:S1-S53. [PMID: 37567613 DOI: 10.1503/cjs.006523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/13/2023] Open
Affiliation(s)
| | | | | | | | | | - Vivien Chan
- Division of Neurosurgery, University of Alberta, Edmonton, Alta
- UCLA Health, Los Angeles, Calif
| | - Geoffrey Shumilak
- Division of Neurosurgery, University of Alberta, Edmonton, Alta
- Division of Neurosurgery, University of Saskatchewan, Saskatoon, Sask
| | - Andrew Nataraj
- Division of Neurosurgery, University of Alberta, Edmonton, Alta
| | | | - Nicholas J Yee
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Ont
- Hospital for Sick Children, Toronto, Ont
| | | | | | | | | | - David Lebel
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Ont
- Hospital for Sick Children, Toronto, Ont
| | - Mark W Camp
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Ont
- Hospital for Sick Children, Toronto, Ont
| | | | - Neil Saran
- Division of Orthopaedic Surgery, McGill University, Montréal, Que
| | | | - Jean A Ouellet
- Division of Orthopaedic Surgery, McGill University, Montréal, Que
| | | | - Holly Livock
- Children's Hospital of Eastern Ontario, Ottawa, Ont
| | - Luke Beaton
- Children's Hospital of Eastern Ontario, Ottawa, Ont
| | - Andrew Tice
- Children's Hospital of Eastern Ontario, Ottawa, Ont
| | - Kevin Smit
- Children's Hospital of Eastern Ontario, Ottawa, Ont
| | - Ryan Graham
- Health Science Department, University of Ottawa, Ottawa, Ont
| | - Matias Pereira Duarte
- Centre hospitalier universitaire Sainte-Justine, Montréal, Que
- Division of Orthopaedic Surgery, Université de Montréal, Montréal, Que
| | | | | | - Julie Joncas
- Centre hospitalier universitaire Sainte-Justine, Montréal, Que
| | - Jean-Marc Mac-Thiong
- Centre hospitalier universitaire Sainte-Justine, Montréal, Que
- Division of Orthopaedic Surgery, Université de Montréal, Montréal, Que
| | - Hubert Labelle
- Centre hospitalier universitaire Sainte-Justine, Montréal, Que
- Division of Orthopaedic Surgery, Université de Montréal, Montréal, Que
| | - Soraya Barchi
- Centre hospitalier universitaire Sainte-Justine, Montréal, Que
| | - Stefan Parent
- Centre hospitalier universitaire Sainte-Justine, Montréal, Que
- Division of Orthopaedic Surgery, Université de Montréal, Montréal, Que
| | - Tara Gholamian
- Faculty of Medicine, University of Ottawa, Ottawa, Ont
- Children's Hospital of Eastern Ontario Research Institute, Ottawa, Ont
| | - Holly Livock
- Department of Orthopaedic Surgery, Children's Hospital of Eastern Ontario, Ottawa, Ont
| | - Andrew Tice
- Department of Orthopaedic Surgery, Children's Hospital of Eastern Ontario, Ottawa, Ont
| | - Kevin Smit
- Children's Hospital of Eastern Ontario Research Institute, Ottawa, Ont
- Department of Orthopaedic Surgery, Children's Hospital of Eastern Ontario, Ottawa, Ont
| | - Samuel Yoon
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Ont
- Hospital for Sick Children, Toronto, Ont
| | | | | | | | | | | | | | - David Lebel
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Ont
- Hospital for Sick Children, Toronto, Ont
| | - Mark W Camp
- Hospital for Sick Children, Toronto, Ont
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Ont
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Chloe Cadieux
- London Health Sciences Centre, London, Ont
- Department of Orthopaedic Surgery, Western University, London, Ont
| | - Renan Fernandes
- London Health Sciences Centre, London, Ont
- Department of Orthopaedic Surgery, Western University, London, Ont
| | | | - Radovan Zdero
- Department of Orthopaedic Surgery, Western University, London, Ont
| | - Chris Bailey
- London Health Sciences Centre, London, Ont
- Department of Orthopaedic Surgery, Western University, London, Ont
| | - Parham Rasoulinejad
- London Health Sciences Centre, London, Ont
- Department of Orthopaedic Surgery, Western University, London, Ont
| | | | | | | | | | | | | | | | | | | | - Kristen Beange
- Department of Systems and Computer Engineering, Carleton University, Ottawa, Ont
- Ottawa-Carleton Institute for Biomedical Engineering, Ottawa, Ont
| | - Ryan Graham
- Ottawa-Carleton Institute for Biomedical Engineering, Ottawa, Ont
- School of Human Kinetics, University of Ottawa, Ottawa, Ont
| | - Holly Livock
- Division of Orthopedic Surgery, Children's Hospital of Eastern Ontario, Ottawa, Ont
| | - Kevin Smit
- Division of Orthopedic Surgery, Children's Hospital of Eastern Ontario, Ottawa, Ont
| | | | | | | | | | | | | | | | | | | | | | - Gemah Moammer
- Grand River Hospital, Waterloo, Ont
- Department of Orthopaedic Surgery, McMaster University, Hamilton, Ont
| | - John Mc Phee
- Department of Systems Design Engineering, University of Waterloo, Waterloo, Ont
| | - Taryn Walker
- London Health Sciences Centre Combined Neurosurgical and Orthpaedic Spine Program, Schulich School of Medicine, Western University, London, Ont
| | - Jennifer C Urquhart
- London Health Sciences Centre Combined Neurosurgical and Orthpaedic Spine Program, Schulich School of Medicine, Western University, London, Ont
| | - R Andrew Glennie
- Departments of Orthopedics and Neurosurgery, Dalhousie University, Halifax, N.S
| | | | - Charles G Fisher
- Department of Surgery, University of British Columbia, Vancouver, B.C
| | - Chris S Bailey
- London Health Sciences Centre Combined Neurosurgical and Orthpaedic Spine Program, Schulich School of Medicine, Western University, London, Ont
| | - Brandon J Herrington
- London Health Sciences Centre combined Neurosurgical and Orthopaedic spine program, London, Ont
- Schulich School of Medicine and Dentistry, Department of Surgery, Western University, London, Ont
| | - Renan R Fernandes
- London Health Sciences Centre combined Neurosurgical and Orthopaedic spine program, London, Ont
- Schulich School of Medicine and Dentistry, Department of Surgery, Western University, London, Ont
| | - Jennifer C Urquhart
- London Health Sciences Centre combined Neurosurgical and Orthopaedic spine program, London, Ont
- Lawson Health Research Institute, London Health Sciences Centre, London, Ont
| | - Parham Rasoulinejad
- London Health Sciences Centre combined Neurosurgical and Orthopaedic spine program, London, Ont
- Schulich School of Medicine and Dentistry, Department of Surgery, Western University, London, Ont
- Lawson Health Research Institute, London Health Sciences Centre, London, Ont
| | - Fawaz Siddiqi
- London Health Sciences Centre combined Neurosurgical and Orthopaedic spine program, London, Ont
- Schulich School of Medicine and Dentistry, Department of Surgery, Western University, London, Ont
- Lawson Health Research Institute, London Health Sciences Centre, London, Ont
| | - Christopher S Bailey
- London Health Sciences Centre combined Neurosurgical and Orthopaedic spine program, London, Ont
- Schulich School of Medicine and Dentistry, Department of Surgery, Western University, London, Ont
- Lawson Health Research Institute, London Health Sciences Centre, London, Ont
| | - Jennifer Urquhart
- London Health Sciences Centre Combined Neurosurgical and Orthopaedic Spine Program, Schulich School of Medicine, Western University, London, Ont
| | - Renan R Fernandes
- London Health Sciences Centre Combined Neurosurgical and Orthopaedic Spine Program, Schulich School of Medicine, Western University, London, Ont
| | - R Andrew Glennie
- Departments of Orthopedics and Neurosurgery, Dalhousie University, Halifax, N.S
| | | | - Charles G Fisher
- Department of Surgery, University of British Columbia, Vancouver, B.C
| | - Chris S Bailey
- London Health Sciences Centre Combined Neurosurgical and Orthopaedic Spine Program, Schulich School of Medicine, Western University, London, Ont
| | - Michael M H Yang
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alta
- O'Brien Institute of Public Health, Calgary, Alta
| | - Jay Riva-Cambrin
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alta
| | | | - Steven Casha
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alta
| | - Chloe N Cadieux
- Division of Orthopaedic Surgery, Western University, London, Ont
| | | | - Renan Fernandes
- Division of Orthopaedic Surgery, Western University, London, Ont
| | - Andrew Glennie
- Department of Surgery, Dalhousie University, Halifax, N.S
| | - Charles Fisher
- Combined Neurosurgical and Orthopaedic Spine Program, University of British Columbia, Vancouver, B.C
| | - Raja Rampersaud
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Ont
| | | | | | | | | | | | | | | | | | | | | | | | - Greg McIntosh
- Canadian Spine Outcomes and Research Network, Markdale, Ont
| | | | | | | | - Mark Xu
- Krembil Research Institute Arthritis Institute, Toronto, Ont
| | | | | | | | | | | | - Dana El-Mughayyar
- Canada East Spine Centre, Saint John, N.B
- Department of Kinesiology, University of New Brunswick, Fredericton, N.B
- Horizon Health Network, Saint John, N.B
- Dalhousie Medicine New Brunswick, Saint John, N.B
| | - Erin Bigney
- Canada East Spine Centre, Saint John, N.B
- Department of Kinesiology, University of New Brunswick, Fredericton, N.B
- Horizon Health Network, Saint John, N.B
| | - Eden Richardson
- Canada East Spine Centre, Saint John, N.B
- Canadian Spine Outcomes and Research Network, Markdale, Ont
| | - Neil Manson
- Canada East Spine Centre, Saint John, N.B
- Dalhousie Medicine New Brunswick, Saint John, N.B
- Saint John Orthopaedics, Saint John, N.B
| | - Edward Abraham
- Canada East Spine Centre, Saint John, N.B
- Dalhousie Medicine New Brunswick, Saint John, N.B
- Saint John Orthopaedics, Saint John, N.B
| | - Najmedden Attabib
- Canada East Spine Centre, Saint John, N.B
- Horizon Health Network, Saint John, N.B
- Dalhousie Medicine New Brunswick, Saint John, N.B
| | - Chris Small
- Canada East Spine Centre, Saint John, N.B
- Dalhousie Medicine New Brunswick, Saint John, N.B
- Saint John Orthopaedics, Saint John, N.B
| | - George Kolyvas
- Canada East Spine Centre, Saint John, N.B
- Horizon Health Network, Saint John, N.B
- Dalhousie Medicine New Brunswick, Saint John, N.B
| | - Andre LeRoux
- Canada East Spine Centre, Saint John, N.B
- Horizon Health Network, Saint John, N.B
- Dalhousie Medicine New Brunswick, Saint John, N.B
| | | | | | - Jeff Hebert
- Department of Kinesiology, University of New Brunswick, Fredericton, N.B
| | | | | | - Jesse Shen
- Centre hospitalier de l'Université de Montréal, Montréal, Que
| | | | | | - Zhi Wang
- Centre hospitalier de l'Université de Montréal, Montréal, Que
| | - Ghassan Boubez
- Centre hospitalier de l'Université de Montréal, Montréal, Que
| | - Tiffany Lung
- Division of Orthopaedic Surgery, Department of Surgery, Faculty of Medicine, University of Toronto, Toronto, Ont
| | - Mayilee Canizares
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ont
| | - Anthony Perruccio
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ont
| | - Raja Rampersaud
- Division of Orthopaedic Surgery, Department of Surgery, Faculty of Medicine, University of Toronto, Toronto, Ont
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ont
| | - Eric J Crawford
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ont
| | - Robert A Ravinsky
- Department of Orthopaedics & Physical Medicine, Medical University of South Carolina, Charleston, S.C
| | - Anthony V Perruccio
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ont
- Schroeder Arthritis Institute, University Health Network, Toronto, Ont
| | - Y Raja Rampersaud
- Schroeder Arthritis Institute, University Health Network, Toronto, Ont
- Division of Orthopaedic Surgery, Toronto Western Hospital, University Health Network & University of Toronto, Toronto, Ont
| | - Peter C Coyte
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ont
| | - Michael Bond
- Centre for Health Services and Policy Research, University of British Columbia, Vancouver, B.C
| | - John Street
- Combined Neurosurgical and Orthopaedic Spine Program, Vancouver General Hospital, Vancouver, B.C
| | - Charles Fisher
- Combined Neurosurgical and Orthopaedic Spine Program, Vancouver General Hospital, Vancouver, B.C
| | - Raphaele Charest-Morin
- Combined Neurosurgical and Orthopaedic Spine Program, Vancouver General Hospital, Vancouver, B.C
| | - Jason M Sutherland
- Centre for Health Services and Policy Research, University of British Columbia, Vancouver, B.C
| | - Arthur R Bartolozzi
- Combined Neurological and Orthopedic Spine Program, University of British Columbia, Vancouver, B.C
| | - Ori Barzilai
- AO Spine Knowledge Forum Tumor, Davos, Graubünden, Switzerland
| | - Dean Chou
- AO Spine Knowledge Forum Tumor, Davos, Graubünden, Switzerland
| | - Ilya Laufer
- AO Spine Knowledge Forum Tumor, Davos, Graubünden, Switzerland
| | | | - Arjun Sahgal
- AO Spine Knowledge Forum Tumor, Davos, Graubünden, Switzerland
| | | | | | - Aron Lazary
- AO Spine Knowledge Forum Tumor, Davos, Graubünden, Switzerland
| | - Michael H Weber
- AO Spine Knowledge Forum Tumor, Davos, Graubünden, Switzerland
| | | | - Stefano Boriani
- AO Spine Knowledge Forum Tumor, Davos, Graubünden, Switzerland
| | | | - Paul M Arnold
- AO Spine Knowledge Forum Tumor, Davos, Graubünden, Switzerland
| | | | | | | | - Ziya L Gokaslan
- AO Spine Knowledge Forum Tumor, Davos, Graubünden, Switzerland
| | | | - Nicolas Dea
- Combined Neurological and Orthopedic Spine Program, University of British Columbia, Vancouver, B.C
- AO Foundation, Davos, Graubünden, Switzerland
| | | | - Raphaele Charest-Morin
- Spine Surgery Institute, Vancouver General Hospital, University of British Columbia, Vancouver, B.C
| | - Ilya Laufer
- Department of Neurosurgery, New York University Langone Health, New York, N.Y
| | - William Teixeira
- Department of Orthopedic, Spine Surgery Division, Instituto do Câncer do Estado de São Paulo, São Paulo, Brazil
| | - Ori Barzilai
- Department of Neurosurgery, Memorial Sloan Kettering Cancer Center, New York, N.Y
| | | | - Michael G Fehlings
- Division of Neurosurgery and Spine Program, Department of Surgery, University of Toronto, Toronto, Ont
| | - Dean Chou
- Department of Neurosurgery, Division of Spine Surgery, Columbia University Vagelos College of Physicians and Surgeons, New York, N.Y
| | | | - Ziya L Gokaslan
- Department of Neurosurgery, The Warren Alpert Medical School of Brown University, Providence, R.I
| | - Nicolas Dea
- Spine Surgery Institute, Vancouver General Hospital, University of British Columbia, Vancouver, B.C
| | | | - Tony Goldschlager
- Department of Neurosurgery, Monash Health, Melbourne, Victoria, Australia
| | - John H Shin
- Department of Neurosurgery, Massachusetts General Hospital, Harvard University, Boston, Mass
| | - John E O'Toole
- Department of Neurosurgery, Rush University, Chicago, Ill
| | - Daniel M Sciubba
- Department of Neurosurgery, Zucker School of Medicine at Hofstra, Long Island Jewish Medical Center and North Shore University Hospital, Northwell Health, Manhasset, N.Y
| | - Chetan Bettegowda
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Md
| | | | - Michael H Weber
- Spine Surgery Program, Department of Surgery, Montréal General Hospital, McGill University Health Centre, Montréal, Que
| | - Addisu Mesfin
- Department of Orthopaedics, University of Rochester Medical Center, Rochester, N.Y
| | - Norio Kawahara
- Department of Orthopaedic Surgery, Kanazawa Medical University, Kahoku, Ishikawa, Japan
| | - Rory Goodwin
- Department of Neurosurgery, Spine Division, Duke University, Durham, N.C
| | - Alexander Disch
- Department of Orthopaedics, University Hospital Carl Gustav Carus at the TU Dresden, Dresden, Saxony, Germany
| | - Aron Lazary
- National Center for Spinal Disorders, Budapest, Hungary
| | | | - Arjun Sahgal
- Department of Radiation Oncology, University of Toronto, Sunnybrook Health Sciences Centre, Toronto, Ont
| | - Laurence Rhines
- Department of Neurosurgery, Division of Surgery, The University of Texas MD Anderson Cancer Centre, Houston, Tex
| | - Charles G Fisher
- Spine Surgery Institute, Vancouver General Hospital, University of British Columbia, Vancouver, B.C
| | - Anne L Versteeg
- Division of Surgery, Department of Orthopaedic Surgery, University of Toronto, Toronto, Ont
- Division of Imaging and Cancer, University Medical Center Utrecht, Utrecht, Netherlands
| | - Roxanne Gal
- Division of Imaging and Cancer, University Medical Center Utrecht, Utrecht, Netherlands
| | - Leilani Reich
- Division of Spine, Department of Orthopaedics, University of British Columbia and Vancouver General Hospital, Vancouver, B.C
| | - Angela Tsang
- Division of Spine, Department of Orthopaedics, University of British Columbia and Vancouver General Hospital, Vancouver, B.C
| | - Allan Aludino
- Division of Spine, Department of Orthopaedics, University of British Columbia and Vancouver General Hospital, Vancouver, B.C
| | - Arjun Sahgal
- Department of Radiation Oncology, University of Toronto, Sunnybrook Health Sciences Centre, Toronto, Ont
| | - Jorrit-Jan Verlaan
- Department of Orthopaedic Surgery, University Medical Center Utrecht, Utrecht, Netherlands
| | - Charles G Fisher
- Division of Spine, Department of Orthopaedics, University of British Columbia and Vancouver General Hospital, Vancouver, B.C
| | - Lenny Verkooijen
- Division of Imaging and Cancer, University Medical Center Utrecht, Utrecht, Netherlands
| | | | | | | | | | | | | | | | | | | | - Mark A MacLean
- Department of Surgery, Dalhousie University, Halifax, N.S
| | | | | | | | - C Rory Goodwin
- Duke University Medical Center, Duke University, Durham, N.C
| | - Michael Weber
- Combined Neurological and Orthopedic Spine Program, McGill University, Montréal, Que
| | | | | | | | | | | | | | | | | | | | | | | | - Marcia Rebecca Correale
- University Health Network, Toronto Western Hospital, Schroeder Arthritis Institute, Toronto, Ont
- Department of Physical Therapy, University of Toronto, Toronto, Ont
| | - Leslie Jayne Soever
- University Health Network, Toronto Western Hospital, Schroeder Arthritis Institute, Toronto, Ont
- Department of Physical Therapy, University of Toronto, Toronto, Ont
| | - Raja Rampersaud
- University Health Network, Toronto Western Hospital, Schroeder Arthritis Institute, Toronto, Ont
- Department of Surgery, University of Toronto, Toronto, Ont
- Krembil Research Institute, Toronto, Ont
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Mohamed Sarraj
- Division of Orthopaedic Surgery, McMaster University, Hamilton, Ont
| | | | - Patrick Thornley
- Division of Orthopaedic Surgery, Western University, London, Ont
| | - Frank Koziarz
- Division of Orthopaedic Surgery, McMaster University, Hamilton, Ont
| | | | | | | | - Edward Kachur
- Division of Orthopaedic Surgery, McMaster University, Hamilton, Ont
| | - Mohit Bhandari
- Division of Orthopaedic Surgery, McMaster University, Hamilton, Ont
| | - Colby Oitment
- Division of Orthopaedic Surgery, McMaster University, Hamilton, Ont
| | - Armaan K Malhotra
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, University of Toronto, Toronto, Ont
- Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, Ont
| | - Michael Balas
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, University of Toronto, Toronto, Ont
| | - Blessing N R Jaja
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, University of Toronto, Toronto, Ont
| | - Erin M Harrington
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, University of Toronto, Toronto, Ont
| | - Johann Hofereiter
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, University of Toronto, Toronto, Ont
| | - Rachael H Jaffe
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, University of Toronto, Toronto, Ont
- Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, Ont
| | - Yingshi He
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, University of Toronto, Toronto, Ont
| | - James P Byrne
- Department of Surgery, Johns Hopkins Hospital, Baltimore, Md
| | - Jefferson R Wilson
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, University of Toronto, Toronto, Ont
- Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, Ont
| | - Christopher D Witiw
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, University of Toronto, Toronto, Ont
- Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, Ont
| | | | | | | | - Marcel F Dvorak
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, B.C
| | - Nathan Evaniew
- Division of Orthopaedic Surgery, University of Calgary, Calgary, Alta
| | | | | | | | | | | | - Charles G Fisher
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, B.C
| | - Raphaële Charest-Morin
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, B.C
| | - Nicolas Dea
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, B.C
| | - Tamir Ailon
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, B.C
| | - John Street
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, B.C
| | - Brian K Kwon
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, B.C
| | - Ryan V Sandarage
- Neurosurgery Division, University of Ottawa, Ottawa, Ont
- The Ottawa Hospital, Ottawa, Ont
| | - Ahmad Galuta
- Neurosurgery Division, University of Ottawa, Ottawa, Ont
| | | | - Jason C S Kwan
- Neurosurgery Division, University of Ottawa, Ottawa, Ont
| | - Eve C TsaI
- Neurosurgery Division, University of Ottawa, Ottawa, Ont
- The Ottawa Hospital, Ottawa, Ont
| | - Laureen D Hachem
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ont
- Krembil Research Institute, University Health Network, Toronto, Ont
| | - James Hong
- Krembil Research Institute, University Health Network, Toronto, Ont
| | - Alexander Velumian
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ont
- Krembil Research Institute, University Health Network, Toronto, Ont
| | - Andrea J Mothe
- Krembil Research Institute, University Health Network, Toronto, Ont
| | - Charles H Tator
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ont
- Krembil Research Institute, University Health Network, Toronto, Ont
| | - Michael G Fehlings
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ont
- Krembil Research Institute, University Health Network, Toronto, Ont
| | - Husain Shakil
- Department of Surgery, Neurosurgery Division, University of Toronto, Toronto, Ont
- Unity Health Toronto, Toronto, Ont
| | | | | | - Rachael Jaffe
- Department of Surgery, Neurosurgery Division, University of Toronto, Toronto, Ont
- Unity Health Toronto, Toronto, Ont
| | - Armaan K Malhotra
- Department of Surgery, Neurosurgery Division, University of Toronto, Toronto, Ont
- Unity Health Toronto, Toronto, Ont
| | - Jefferson R Wilson
- Department of Surgery, Neurosurgery Division, University of Toronto, Toronto, Ont
- Unity Health Toronto, Toronto, Ont
| | - Christopher D Witiw
- Department of Surgery, Neurosurgery Division, University of Toronto, Toronto, Ont
- Unity Health Toronto, Toronto, Ont
| | | | - Marcel F Dvorak
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, B.C
| | - Nicolas Dea
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, B.C
| | - Nathan Evaniew
- Division of Orthopaedic Surgery, University of Calgary, Calgary, Alta
| | - Melody Chen
- Praxis Spinal Cord Institute, Vancouver, B.C
| | | | - Jijie Xu
- Praxis Spinal Cord Institute, Vancouver, B.C
| | | | | | - Brian Kwon
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, B.C
| | - Charlotte Dandurand
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, B.C
| | - Sander Muijs
- University Medical Center Utrecht, Utrecht, Netherlands
| | - Marcel Dvorak
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, B.C
| | - Klaus Schnake
- Malteser Waldkrankenhaus Erlangen, Erlangen, Bavaria, Germany
| | | | - Ouml Ner
- University Medical Center Utrecht, Utrecht, Netherlands
| | - Ryan Greene
- Division of Neurosurgery, Dalhousie University, Halifax, N.S
- Neurosurgery Division, Memorial University of Newfoundland, St. John's, N.L
| | - Bradley Furlong
- Neurosurgery Division, Memorial University of Newfoundland, St. John's, N.L
| | | | - Michelle Swab
- Neurosurgery Division, Memorial University of Newfoundland, St. John's, N.L
| | - Sean D Christie
- Division of Neurosurgery, Dalhousie University, Halifax, N.S
| | - Amanda Hall
- Neurosurgery Division, Memorial University of Newfoundland, St. John's, N.L
| | | | | | | | - Marcel F Dvorak
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, B.C
| | | | - Ouml Ner
- University Medical Centre Utrecht, Utrecht, Netherlands
| | | | | | | | | | | | - Jin Wee Tee
- Alfred Hospital, Melbourne, Victoria, Australia
| | | | - John C France
- Orthopedics, West Virginia University, Morgantown, W.V
| | - Richard Allen
- Department of Orthopaedic Surgery, University of California at San Diego, San Diego, Calif
| | | | | | | | - Charlotte Dandurand
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, B.C
| | | | - Ouml Ner
- University Medical Center Utrecht, Utrecht, Netherlands
| | - Sander Muijs
- University Medical Center Utrecht, Utrecht, Netherlands
| | - Klaus Schnake
- Malteser Waldkrankenhaus Erlangen, Erlangen, Bavaria, Germany
| | - Marcel Dvorak
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, B.C
| | | | | | | | | | | | | | | | | | | | | | | | | | - Nicolas Dea
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, B.C
| | | | - Greg McIntosh
- Canadian Spine Outcomes and Research Network, Markdale, Ont
| | | | | | | | | | | | | | | | - Mathieu Laflamme
- Centre hospitalier universitaire de Québec, Université Laval, Québec, Que
| | - Greg McIntosh
- Canadian Spine Outcomes and Research Network, Markdale, Ont
| | - Nicolas Dea
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, B.C
| | | | | | | | | | | | - Julien Goulet
- Orthopaedic Surgery Division, Université de Sherbrooke, Sherbrooke, Que
| | - Greg McIntosh
- Canadian Spine Outcomes and Research Network, Markdale, Ont
| | - Sonia Bedard
- Neurosurgery Division, Université de Sherbrooke, Sherbrooke, Que
| | - Newton Pimenta
- Neurosurgery Division, Université de Sherbrooke, Sherbrooke, Que
| | - Jocelyn Blanchard
- Orthopaedic Surgery Division, Université de Sherbrooke, Sherbrooke, Que
| | - Jerome Couture
- Orthopaedic Surgery Division, Université de Sherbrooke, Sherbrooke, Que
| | - Bernard LaRue
- Orthopaedic Surgery Division, Université de Sherbrooke, Sherbrooke, Que
| | | | - Tyler Adams
- Faculty of Medicine, University of New Brunswick, Fredericton, N.B
- Canada East Spine Centre, Saint John, N.B
| | - Erin Cunningham
- Faculty of Medicine, University of New Brunswick, Fredericton, N.B
- Canada East Spine Centre, Saint John, N.B
| | - Dana El-Mughayyar
- Faculty of Medicine, University of New Brunswick, Fredericton, N.B
- Canada East Spine Centre, Saint John, N.B
| | - Erin Bigney
- Faculty of Medicine, University of New Brunswick, Fredericton, N.B
- Canada East Spine Centre, Saint John, N.B
| | - Amanda Vandewint
- Canada East Spine Centre, Saint John, N.B
- Faculty of Medicine, Dalhousie University, Saint John, N.B
| | - Niel Manson
- Canada East Spine Centre, Saint John, N.B
- Faculty of Medicine, Dalhousie University, Saint John, N.B
- Horizon Health Network, Saint John, N.B
| | - Edward Abraham
- Canada East Spine Centre, Saint John, N.B
- Faculty of Medicine, Dalhousie University, Saint John, N.B
- Horizon Health Network, Saint John, N.B
| | - Chris Small
- Canada East Spine Centre, Saint John, N.B
- Faculty of Medicine, Dalhousie University, Saint John, N.B
- Horizon Health Network, Saint John, N.B
| | - Najmedden Attabib
- Canada East Spine Centre, Saint John, N.B
- Faculty of Medicine, Dalhousie University, Saint John, N.B
- Horizon Health Network, Saint John, N.B
| | - Eden Richardson
- Canada East Spine Centre, Saint John, N.B
- Horizon Health Network, Saint John, N.B
| | - Jeffery Hebert
- Faculty of Medicine, University of New Brunswick, Fredericton, N.B
| | - Michael Bond
- Centre for Health Services and Policy Research, University of British Columbia, Vancouver, B.C
| | - John Street
- Combined Neurosurgical and Orthopaedic Spine Program, Vancouver General Hospital, Vancouver, B.C
| | - Charles Fisher
- Combined Neurosurgical and Orthopaedic Spine Program, Vancouver General Hospital, Vancouver, B.C
| | - Raphaele Charest-Morin
- Combined Neurosurgical and Orthopaedic Spine Program, Vancouver General Hospital, Vancouver, B.C
| | - Jason M Sutherland
- Centre for Health Services and Policy Research, University of British Columbia, Vancouver, B.C
| | - Troy Hillier
- Faculty of Medicine, Dalhousie University, Halifax, N.S
| | - Chris S Bailey
- Orthopaedic Surgery Division, Western University, London, Ont
| | - Charles Fisher
- Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, B.C
| | - Raja Rampersaud
- Orthopaedic Surgery Division, University of Toronto, Toronto, Ont
| | | | - R Andrew Glennie
- Orthopaedic Surgery Division, Dalhousie University, Halifax, N.S
| | | | | | | | | | | | | | | | - David Ben-Israel
- Department of Orthopaedic Surgery and Clinical Neurosciences, University of Calgary, Calgary, Alta
| | - Eric J Crawford
- Orthopaedic Surgery Division, University of Toronto, Toronto, Ont
| | - Charles Fisher
- Combined Neurosurgical and Orthopaedic Spine Program, University of British Columbia, Vancouver, B.C
| | - Nicolas Dea
- Combined Neurosurgical and Orthopaedic Spine Program, University of British Columbia, Vancouver, B.C
| | - Eldon Spackman
- Department of Orthopaedic Surgery and Clinical Neurosciences, University of Calgary, Calgary, Alta
| | - Raja Rampersaud
- Orthopaedic Surgery Division, University of Toronto, Toronto, Ont
| | - Kenneth C Thomas
- Department of Orthopaedic Surgery and Clinical Neurosciences, University of Calgary, Calgary, Alta
| | | | | | | | | | - Ahmed Cherry
- Toronto Western Hospital, University Health Network, Toronto, Ont
| | - Aditiya Raj
- Toronto Western Hospital, University Health Network, Toronto, Ont
| | - Mark Xu
- Toronto Western Hospital, University Health Network, Toronto, Ont
| | - Carlo Iorio
- Toronto Western Hospital, University Health Network, Toronto, Ont
| | - Chris Bailey
- London Health Sciences Centre, London, Ont
- Canadian Spine Outcomes and Research Network, Markdale, Ont
| | - Nicolas Dea
- Canadian Spine Outcomes and Research Network, Markdale, Ont
- Vancouver Spine Surgery Institute, Vancouver, B.C
| | - Charles Fisher
- Canadian Spine Outcomes and Research Network, Markdale, Ont
- Vancouver Spine Surgery Institute, Vancouver, B.C
| | - Hamilton Hall
- Canadian Spine Outcomes and Research Network, Markdale, Ont
- Sunnybrook Health Sciences Centre, Toronto, Ont
| | - Neil Manson
- Canada East Spine Centre, Saint John, N.B
- Horizon Health Network, Saint John, N.B
| | - Kenneth Thomas
- Canadian Spine Outcomes and Research Network, Markdale, Ont
- Department of Orthopaedic Surgery, University of Calgary, Calgary, Alta
| | - Mayilee Canizares
- Canadian Spine Outcomes and Research Network, Markdale, Ont
- Arthritis Program, Krembil Research Institute, University Health Network, Toronto, Ont
| | - Yoga Raja Rampersaud
- Toronto Western Hospital, University Health Network, Toronto, Ont
- Canadian Spine Outcomes and Research Network, Markdale, Ont
| | - Jennifer Urquhart
- London Health Sciences Centre Combined Neurosurgical and Orthopaedic Spine Program, Schulich School of Medicine, Western University, London, Ont
| | - Renan R Fernandes
- London Health Sciences Centre Combined Neurosurgical and Orthopaedic Spine Program, Schulich School of Medicine, Western University, London, Ont
| | - R Andrew Glennie
- Departments of Orthopedics and Neurosurgery, Dalhousie University, Halifax, N.S
| | | | - Charles G Fisher
- Department of Surgery, University of British Columbia, Vancouver, B.C
| | - Chris Bailey
- London Health Sciences Centre Combined Neurosurgical and Orthopaedic Spine Program, Schulich School of Medicine, Western University, London, Ont
| | - Michael M H Yang
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alta
- O'Brien Institute of Public Health, Calgary, Alta
| | - Rena Far
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alta
| | - Tolulope Sajobi
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alta
| | - Jay Riva-Cambrin
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alta
| | - Steven Casha
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alta
| | - Michael Bond
- Centre for Health Services and Policy Research, University of British Columbia, Vancouver, B.C
| | - John Street
- Combined Neurosurgical and Orthopaedic Spine Program, Vancouver General Hospital, Vancouver, B.C
| | - Charles Fisher
- Combined Neurosurgical and Orthopaedic Spine Program, Vancouver General Hospital, Vancouver, B.C
| | - Raphaele Charest-Morin
- Combined Neurosurgical and Orthopaedic Spine Program, Vancouver General Hospital, Vancouver, B.C
| | - Jason M Sutherland
- Centre for Health Services and Policy Research, University of British Columbia, Vancouver, B.C
| | | | | | | | | | | | | | | | | | - James McDonald
- Division of Orthopaedics, Department of Surgery, Memorial University of Newfoundland, St. John's, N.L
| | | | | | - Abdulmajeed Alahmari
- Division of Orthopaedics, Department of Surgery, Western University, London, Ont
| | - Raja Rampersaud
- Department of Orthopaedic Surgery, Toronto Western Hospital, Toronto, Ont
| | - Charles Fisher
- Combined Neurosurgical and Orthopaedic Spine Program, Vancouver General Hospital and the University of British Columbia, Vancouver, B.C
| | - Chris Bailey
- Division of Orthopaedics, Department of Surgery, Western University, London, Ont
| | - Andrew Glennie
- Division of Orthopedics, Dalhousie University, Halifax, N.S
| | - Nathan Evaniew
- Division of Orthopaedic Surgery, University of Calgary, Calgary, Alta
| | - Matthew Coyle
- Division of Orthopaedic Surgery, University of Calgary, Calgary, Alta
| | | | | | - W Bradley Jacobs
- Division of Orthopaedic Surgery, University of Calgary, Calgary, Alta
| | - David W Cadotte
- Division of Orthopaedic Surgery, University of Calgary, Calgary, Alta
| | - Kenneth C Thomas
- Division of Orthopaedic Surgery, University of Calgary, Calgary, Alta
| | | | - Jérôme Paquet
- Department of Surgery, Université de Québec, Québec, Que
| | - Andrew Nataraj
- Neurosurgery Division, University of Alberta, Edmonton, Alta
| | - Sean D Christie
- Division of Neurosurgery, Dalhousie University, Halifax, N.S
| | - Michael H Weber
- Orthopaedic Surgery Division, McGill University, Montréal, Que
| | - Philippe Phan
- Orthopaedic Surgery Division, University of Ottawa, Ottawa, Ont
| | - Raphaële Charest-Morin
- Combined Neurosurgical and Orthopaedic Spine Program, University of British Columbia, Vancouver, B.C
| | - Charles G Fisher
- Combined Neurosurgical and Orthopaedic Spine Program, University of British Columbia, Vancouver, B.C
| | - Hamilton Hall
- Department of Surgery, University of Toronto, Toronto, Ont
| | | | - Nicolas Dea
- Combined Neurosurgical and Orthopaedic Spine Program, University of British Columbia, Vancouver, B.C
| | - Armaan K Malhotra
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, Toronto, Ont
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Ont
| | - Aileen M Davis
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Ont
| | - Yingshi He
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, Toronto, Ont
| | - Erin M Harrington
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, Toronto, Ont
| | - Blessing N R Jaja
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, Toronto, Ont
| | - Mary P Zhu
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, Toronto, Ont
| | - Husain Shakil
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, Toronto, Ont
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Ont
| | - Nicolas Dea
- Combined Neurosurgical and Orthopedic Spine Program, Vancouver General Hospital, Vancouver, B.C
| | - W Bradley Jacobs
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alta
| | - David W Cadotte
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alta
| | - Jérôme Paquet
- Centre de recherche du Centre hospitalier universitaire (CHU) de Québec, CHU de Québec-Université Laval, Québec, Que
| | - Michael H Weber
- Division of Orthopedic Surgery, McGill University, Montréal, Que
| | | | - Sean D Christie
- Division of Neurosurgery, Dalhousie University, Halifax, N.S
| | - Andrew Nataraj
- Division of Neurosurgery, Department of Surgery, University of Alberta Hospital, Edmonton, Alta
| | - Christopher S Bailey
- Division of Orthopaedics, Western University, London Health Sciences Centre, London, Ont
| | - Michael G Johnson
- Department of Surgery, Section of Orthopaedics and Neurosurgery, University of Manitoba, Winnipeg, Man
| | - Charles G Fisher
- Combined Neurosurgical and Orthopedic Spine Program, Vancouver General Hospital, Vancouver, B.C
| | - Neil Manson
- Canada East Spine Centre, Saint John Orthopedics, Dalhousie University, Saint John, N.B
| | - Y Raja Rampersaud
- Division of Orthopaedic Surgery and Neurosurgery, Toronto Western Hospital, Toronto, Ont
| | - Kenneth C Thomas
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alta
| | - Hamilton Hall
- Department of Surgery, University of Toronto, Toronto, Ont
| | - Michael G Fehlings
- Division of Orthopaedic Surgery and Neurosurgery, Toronto Western Hospital, Toronto, Ont
| | - Henry Ahn
- Division of Orthopedic Surgery, St Michael's Hospital, Toronto, Ont
| | - Howard J Ginsberg
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, Toronto, Ont
| | - Christopher D Witiw
- Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, Toronto, Ont
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Ont
| | - Jefferson R Wilson
- Canada East Spine Centre, Saint John Orthopedics, Dalhousie University, Saint John, N.B
| | - Alwalaa Althagafi
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopaedic Surgery, University of British Columbia, Vancouver, B.C
| | - Greg McIntosh
- Canadian Spine Outcomes and Research Network, Markdale, Ont
| | - Raphaële Charest-Morin
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopaedic Surgery, University of British Columbia, Vancouver, B.C
| | - Michael A Rizzuto
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedic Surgery, University of British Columbia, Vancouver, B.C
| | - Tamir Ailon
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedic Surgery, University of British Columbia, Vancouver, B.C
| | - Nicolas Dea
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedic Surgery, University of British Columbia, Vancouver, B.C
| | - Nathan Evaniew
- Canadian Spine Outcomes and Research Network, Markdale, Ont
| | - Bradley W Jacobs
- Combined Neurosurgical and Orthopedic Spine Program, University of Calgary, Calgary, Alta
| | - Jerome Paquet
- Centre de recherche du Centre hospitalier universitaire (CHU) de Québec, CHU de Québec-Université Laval, Québec, Que
| | - Raja Rampersaud
- Divisions of Orthopaedics and Neurosurgery, University of Toronto, Toronto, Ont
| | - Hamilton Hall
- Department of Surgery, University of Toronto, Toronto, Ont
| | - Christopher S Bailey
- Department of Orthopedic Surgery, London Health Sciences Centre, Western University, London, Ont
| | - Michael Weber
- Department of Orthopedic Surgery, McGill University Health Centre, Montréal, Que
| | - Michael G Johnson
- Department of Surgery, Section of Orthopedics and Neurosurgery, University of Manitoba, Winnipeg, Man
| | - Andrew Nataraj
- Division of Neurosurgery, Department of Surgery, University of Alberta Hospital, Edmonton, Alta
| | - Najmedden Attabib
- Canada East Spine Centre, Division of Neurosurgery, Zone 2, Horizon Health Network, Saint John, N.B
| | - David W Cadotte
- Combined Neurosurgical and Orthopedic Spine Program, University of Calgary, Calgary, Alta
| | - Neil Manson
- Canada East Spine Centre, Saint John Orthopedics, Dalhousie Medicine New Brunswick, Saint John Campus, Saint John, N.B
| | | | - Sean D Christie
- Division of Neurosurgery, Dalhousie University, Halifax, N.S
| | - Kenneth C Thomas
- Divisions of Orthopaedics and Neurosurgery, University of Toronto, Toronto, Ont
| | | | - Charles G Fisher
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedic Surgery, University of British Columbia, Vancouver, B.C
| | - Raphaele Charest-Morin
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedic Surgery, University of British Columbia, Vancouver, B.C
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Vishal P Varshney
- Department of Anesthesia, Providence Healthcare, Vancouver, B.C
- Department of Anesthesiology, Pharmacology, Therapeutics, University of British Columbia, Vancouver, B.C
| | - Ramesh Sahjpaul
- Department of Anesthesia, Providence Healthcare, Vancouver, B.C
- Department of Anesthesiology, Pharmacology, Therapeutics, University of British Columbia, Vancouver, B.C
- Division of Neurosurgery, University of British Columbia, Vancouver, B.C
| | - Scott Paquette
- Department of Anesthesia, Providence Healthcare, Vancouver, B.C
- Department of Anesthesiology, Pharmacology, Therapeutics, University of British Columbia, Vancouver, B.C
- Division of Neurosurgery, University of British Columbia, Vancouver, B.C
| | - Jill Osborn
- Department of Anesthesia, Providence Healthcare, Vancouver, B.C
- Department of Anesthesiology, Pharmacology, Therapeutics, University of British Columbia, Vancouver, B.C
| | | | | | | | | | | | | | | | | | | | | | | | - Greg McIntosh
- Canadian Spine Outcomes and Research Network, Markdale, Ont
| | | | | | | | | | - Mark Xu
- University Health Network, Toronto, Ont
| | | | | | | | - Alexandra Stratton
- Orthopaedic Surgery Division, University of Ottawa, Ottawa, Ont
- Ottawa Hospital Research Institute, Ottawa, Ont
| | - Sarah Tierney
- Orthopaedic Surgery Division, University of Ottawa, Ottawa, Ont
- Ottawa Hospital Research Institute, Ottawa, Ont
| | - Eugene K Wai
- Orthopaedic Surgery Division, University of Ottawa, Ottawa, Ont
- Ottawa Hospital Research Institute, Ottawa, Ont
| | - Philippe Phan
- Orthopaedic Surgery Division, University of Ottawa, Ottawa, Ont
- Ottawa Hospital Research Institute, Ottawa, Ont
| | - Stephen Kingwell
- Orthopaedic Surgery Division, University of Ottawa, Ottawa, Ont
- Ottawa Hospital Research Institute, Ottawa, Ont
| | | | | | | | | | | | | | | | | | - Barend Spanninga
- Laboratory for Experimental Orthopaedics, Department of Orthopaedic Surgery, Maastricht University, Maastricht, Limburg, Netherlands
| | - Thomáy-Claire A Hoelen
- Department of Orthopaedic Surgery, Care and Public Health Research Institute, Maastricht University Medical Center, Maastricht, Limburg, Netherlands
| | | | - Jacobus J C Arts
- Department of Orthopaedic Surgery, Care and Public Health Research Institute, Maastricht University Medical Center, Maastricht, Limburg, Netherlands
- Orthopaedic Biomechanics, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, North Brabant, Netherlands
| | - Chris S Bailey
- London Health Sciences Centre Combined Neurosurgical and Orthopaedic Spine Program, Schulich School of Medicine, Western University, London, Ont
| | - Jennifer C Urquhart
- London Health Sciences Centre Combined Neurosurgical and Orthopaedic Spine Program, Schulich School of Medicine, Western University, London, Ont
| | - R Andrew Glennie
- Departments of Orthopedics and Neurosurgery, Dalhousie University, Halifax, N.S
| | | | - Charles G Fisher
- Department of Surgery, University of British Columbia, Vancouver, B.C
| | | | - Lior M Elkaim
- Department of Neurology and Neurosurgery, McGill University, Montréal, Que
| | - Naif M Alotaibi
- Department of Neurosurgery, National Neuroscience Institute, King Fahad Medical City, Riyadh, Saudi Arabia
| | - Michael H Weber
- Department of Orthopaedic Surgery, McGill University, Montréal, Que
| | - Nicolas Dea
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopaedic Surgery, University of British Columbia, Vancouver, B.C
| | | | | | - Albert Yee
- Sunnybrook Health Sciences Centre, Toronto, Ont
| | - Nadia Jaber
- University of Toronto Spine Program, University of Toronto, Toronto, Ont
| | | | - Erin Cunningham
- Faculty of Medicine, University of New Brunswick, Fredericton, N.B
- Canada East Spine Centre, Saint John, N.B
| | - Tyler Adams
- Faculty of Medicine, University of New Brunswick, Fredericton, N.B
- Canada East Spine Centre, Saint John, N.B
| | - Dana El-Mughayyar
- Faculty of Medicine, University of New Brunswick, Fredericton, N.B
- Canada East Spine Centre, Saint John, N.B
| | - Erin Bigney
- Faculty of Medicine, University of New Brunswick, Fredericton, N.B
- Canada East Spine Centre, Saint John, N.B
| | - Amanda Vandewint
- Canada East Spine Centre, Saint John, N.B
- Faculty of Medicine, Dalhousie University, Saint John, N.B
| | - Neil Manson
- Canada East Spine Centre, Saint John, N.B
- Horizon Health Network, Saint John, N.B
| | - Edward Abraham
- Canada East Spine Centre, Saint John, N.B
- Horizon Health Network, Saint John, N.B
| | - Chris Small
- Canada East Spine Centre, Saint John, N.B
- Horizon Health Network, Saint John, N.B
| | | | | | - Jeffery Hebert
- Faculty of Medicine, University of New Brunswick, Fredericton, N.B
| | - Joel Werier
- Ottawa Hospital, Ottawa, Ont
- Ottawa Hospital Research Institute, Ottawa, Ont
- Orthopaedic Surgery Division, University of Ottawa, Ottawa, Ont
| | - Kevin Smit
- Orthopaedic Surgery Division, University of Ottawa, Ottawa, Ont
- Children's Hospital of Eastern Ontario, Ottawa, Ont
| | - James Villeneuve
- Ottawa Hospital, Ottawa, Ont
- Ottawa Hospital Research Institute, Ottawa, Ont
- Orthopaedic Surgery Division, University of Ottawa, Ottawa, Ont
| | - Adam Sachs
- Ottawa Hospital, Ottawa, Ont
- Ottawa Hospital Research Institute, Ottawa, Ont
- Orthopaedic Surgery Division, University of Ottawa, Ottawa, Ont
| | - Hesham Abdelbary
- Ottawa Hospital, Ottawa, Ont
- Ottawa Hospital Research Institute, Ottawa, Ont
- Orthopaedic Surgery Division, University of Ottawa, Ottawa, Ont
| | | | - Kawan Rakhra
- Ottawa Hospital, Ottawa, Ont
- Ottawa Hospital Research Institute, Ottawa, Ont
- Orthopaedic Surgery Division, University of Ottawa, Ottawa, Ont
| | - Philippe Phan
- Ottawa Hospital, Ottawa, Ont
- Ottawa Hospital Research Institute, Ottawa, Ont
- Orthopaedic Surgery Division, University of Ottawa, Ottawa, Ont
| | | | | | | | | | | | | | - Robert Koucheki
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ont
- Institute of Biomedical Engineering, University of Toronto, Toronto, Ont
| | - Aazad Abbas
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ont
| | - Johnathan Lex
- Institute of Biomedical Engineering, University of Toronto, Toronto, Ont
- Division of Orthopedic Surgery, University of Toronto, Toronto, Ont
| | - Nicholas Nucci
- Division of Orthopedic Surgery, University of Ottawa, Ottawa, Ont
| | - Cari Whyne
- Holland Musculoskeletal Research Program, Sunnybrook Research Institute, Toronto, Ont
| | - Jeremie Larouche
- Division of Orthopedic Surgery, University of Toronto, Toronto, Ont
- Department of Orthopedic Surgery, Sunnybrook Health Sciences Centre, Toronto, Ont
| | - Henry Ahn
- Division of Orthopedic Surgery, University of Toronto, Toronto, Ont
- Department of Orthopedic Surgery, Sunnybrook Health Sciences Centre, Toronto, Ont
| | - Joel Finkelstein
- Division of Orthopedic Surgery, University of Toronto, Toronto, Ont
- Department of Orthopedic Surgery, Sunnybrook Health Sciences Centre, Toronto, Ont
| | - Stephen Lewis
- Division of Orthopedic Surgery, University of Toronto, Toronto, Ont
- Department of Orthopedic Surgery, Toronto Western Hospital, Toronto, Ont
| | - Jay Toor
- Division of Orthopedic Surgery, University of Toronto, Toronto, Ont
| | - Nathan J Lee
- Columbia University Medical Center, New York, N.Y
| | | | | | | | | | | | | | | | - Eric J Crawford
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ont
| | - Robert A Ravinsky
- Department of Orthopaedics & Physical Medicine, Medical University of South Carolina, Charleston, S.C
| | - Anthony V Perruccio
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ont
- Schroeder Arthritis Institute, University Health Network, Toronto, Ont
| | - Peter C Coyte
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ont
| | - Y Raja Rampersaud
- Schroeder Arthritis Institute, University Health Network, Toronto, Ont
- Division of Orthopaedic Surgery, Toronto Western Hospital, University Health Network & University of Toronto, Toronto, Ont
| | | | - Mohamed Sarraj
- Orthopaedic Surgery Division, McMaster University, Hamilton, Ont
| | - Fawaz AlShaalan
- King Faisal Specialist Hospital & Research Center, Riyadh, Saudi Arabia
| | - Alex Koziarz
- Orthopaedic Surgery Division, McMaster University, Hamilton, Ont
| | | | | | - Colby Oitment
- Orthopaedic Surgery Division, McMaster University, Hamilton, Ont
| | - Lalita Bharadwaj
- Orthopaedic Surgery Division, University of New Brunswick, Fredericton, N.B
| | - Dana El-Mughayyar
- Orthopaedic Surgery Division, University of New Brunswick, Fredericton, N.B
- Canada East Spine Centre, Saint John, N.B
- Horizon Health Network, Saint John, N.B
- Dalhousie Medicine New Brunswick, Saint John, N.B
| | - Erin Bigney
- Orthopaedic Surgery Division, University of New Brunswick, Fredericton, N.B
- Canada East Spine Centre, Saint John, N.B
- Horizon Health Network, Saint John, N.B
| | - Neil Manson
- Canada East Spine Centre, Saint John, N.B
- Horizon Health Network, Saint John, N.B
- Dalhousie Medicine New Brunswick, Saint John, N.B
| | - Edward Abraham
- Canada East Spine Centre, Saint John, N.B
- Dalhousie Medicine New Brunswick, Saint John, N.B
- Saint John Orthopaedics, Saint John, N.B
| | - Chris Small
- Canada East Spine Centre, Saint John, N.B
- Dalhousie Medicine New Brunswick, Saint John, N.B
- Saint John Orthopaedics, Saint John, N.B
| | - Najmedden Attabib
- Canada East Spine Centre, Saint John, N.B
- Horizon Health Network, Saint John, N.B
- Dalhousie Medicine New Brunswick, Saint John, N.B
| | - Eden Richardson
- Canada East Spine Centre, Saint John, N.B
- Horizon Health Network, Saint John, N.B
- Canadian Spine Outcomes and Research Network, Markdale, Ont
| | | | | | | | - Jeffrey Hebert
- Orthopaedic Surgery Division, University of New Brunswick, Fredericton, N.B
| | - Lior M Elkaim
- Department of Neurology and Neurosurgery, McGill University, Montréal, Que
| | | | - Farbod Niazi
- Faculty of Medicine, Université de Montréal, Montréal, Que
| | - Rakan Bokhari
- Department of Neurology and Neurosurgery, McGill University, Montréal, Que
| | | | - Oliver J Lasry
- Department of Neurology and Neurosurgery, McGill University, Montréal, Que
| | | | | | - Varun S Muddaluru
- Graduate Entry Medicine, Royal College of Surgeons in Ireland, Dublin, Leinster, Ireland
| | - Pranjan Gandhi
- Michael G. DeGroote School of Medicine, McMaster University, Hamilton, Ont
| | | | - Daipayan Guha
- Division of Neurosurgery, McMaster University, Hamilton, Ont
| | - Markian A Pahuta
- Division of Orthopaedic Surgery, McMaster University, Hamilton, Ont
| | | | | | | | | | - Mamdoh Alhawsawi
- King Saud Medical City, Riyadh, Saudi Arabia
- Ottawa Civic Hospital, Ottawa, Ont
| | | | | | - Feras Qumquji
- King Saud Medical City, Riyadh, Saudi Arabia
- Ottawa Civic Hospital, Ottawa, Ont
| | | | | | | | | | | | | | | | | | | | | | | | | | | | - Marcelo Oppermann
- Department of Clinical Neurological Science, Schulich School of Medicine & Dentistry, Western University, London, Ont
- Department of Electrical Computer & Biomedical Engineering, Toronto Metropolitan University, Toronto, Ont
| | - Shaurya Gupta
- Department of Electrical Computer & Biomedical Engineering, Toronto Metropolitan University, Toronto, Ont
| | - Joel Ramjist
- Department of Electrical Computer & Biomedical Engineering, Toronto Metropolitan University, Toronto, Ont
| | - Priscila Santos Oppermann
- Department of Clinical Neurological Science, Schulich School of Medicine & Dentistry, Western University, London, Ont
| | - Victor X D Yang
- Department of Clinical Neurological Science, Schulich School of Medicine & Dentistry, Western University, London, Ont
- Department of Electrical Computer & Biomedical Engineering, Toronto Metropolitan University, Toronto, Ont
| | | | - Lior M Elkaim
- Department of Neurology and Neurosurgery, McGill University, Montréal, Que
| | - Farbod Niazi
- Faculty of Medicine, Université de Montréal, Montréal, Que
| | - Michael H Weber
- Department of Orthopaedic Surgery, McGill University, Montréal, Que
| | - Christian Ioro-Morin
- Service de neurochirurgie, Département de chirurgie, Université de Sherbrooke, Sherbrooke, Que
| | - Marco Bonizzato
- Department of Electrical Engineering and Institute of Biomedical Engineering, Polytechnique Montréal, Montréal, Que
- Department of Neuroscience and Centre interdisciplinaire sur le cerveau et l'apprentissage, Université de Montréal, Montréal, Que
| | - Alexander G Weil
- Division of Neurosurgery, St-Justine University Hospital, Montréal, Que
| | - Marcelo Oppermann
- Department of Clinical Neurological Science, Schulich School of Medicine & Dentistry, Western University, London, Ont
- Department of Electrical Computer & Biomedical Engineering, Toronto Metropolitan University, Toronto, Ont
| | - Joel Ramjist
- Department of Electrical Computer & Biomedical Engineering, Toronto Metropolitan University, Toronto, Ont
| | - Shaurya Gupta
- Department of Electrical Computer & Biomedical Engineering, Toronto Metropolitan University, Toronto, Ont
| | - Priscila S Oppermann
- Department of Clinical Neurological Science, Schulich School of Medicine & Dentistry, Western University, London, Ont
| | - Victor X D Yang
- Department of Clinical Neurological Science, Schulich School of Medicine & Dentistry, Western University, London, Ont
- Department of Electrical Computer & Biomedical Engineering, Toronto Metropolitan University, Toronto, Ont
| | - Youngkyung Jung
- Michael G. DeGroote School of Medicine, McMaster University, Hamilton, Ont
| | - Varun Muddalaru
- Royal College of Surgeons in Ireland, Dublin, Leinster, Ireland
| | - Pranjan Gandhi
- Michael G. DeGroote School of Medicine, McMaster University, Hamilton, Ont
| | - Daipayan Guha
- Michael G. DeGroote School of Medicine, McMaster University, Hamilton, Ont
| | | | | | - Aazad Abbas
- Faculty of Medicine, University of Toronto, Toronto, Ont
| | - Johnathan R Lex
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Ont
| | - Nicholas Nucci
- Division of Orthopedic Surgery, University of Ottawa, Ottawa, Ont
| | - Cari Whyne
- Sunnybrook Holland Musculoskeletal Research Program, Toronto, Ont
| | - Albert Yee
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Ont
- Sunnybrook Health Sciences Centre, Toronto, Ont
| | - Henry Ahn
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Ont
- St. Michael's Hospital, Toronto, Ont
| | - Joel Finkelstein
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Ont
- Sunnybrook Health Sciences Centre, Toronto, Ont
| | - Jeremie Larouche
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Ont
- Sunnybrook Health Sciences Centre, Toronto, Ont
| | - Stephen Lewis
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Ont
- Toronto Western Hospital, Toronto, Ont
| | - Jay Toor
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Ont
| | - Alaina Dhawan
- Faculty of Health Sciences, Queen's University, Kingston, Ont
| | - Jillian Dhawan
- Faculty of Health Sciences, Queen's University, Kingston, Ont
| | - Ajay N Sharma
- Faculty of Health Sciences, University of California, Irvine, Calif
| | - Daniel B Azzam
- Faculty of Health Sciences, Tufts University, Boston, Mass
| | - Ahmed Cherry
- Division of Orthopaedic Surgery, University of Toronto, Toronto, Ont
| | | | | | - Nathan J Lee
- Columbia University Medical Center, New York, N.Y
| | | | | | | | | | | | | | | | | | | | | | - Elizabeth Byers
- Biomedical Engineering, Pennsylvania State University, University Park, Pa
| | | | | | - Justin L Brown
- Biomedical Engineering, Pennsylvania State University, University Park, Pa
| | | | | | | | | | | | | | | | | | | | | | - Shevaughn Dell
- University Hospital of the West Indies, Kingston, Jamaica
| | | | - Kevin Wade
- University Hospital of the West Indies, Kingston, Jamaica
| | | | - Carl Bruce
- Department of Surgery, University of the West Indies, Jamaica
| | | | - Newton Pimenta
- Surgery Department, Université de Sherbrooke, Sherbrooke, Que
| | - Bernard LaRue
- Surgery Department, Université de Sherbrooke, Sherbrooke, Que
| | - Salman Aldakhil
- Surgery Department, Université de Sherbrooke, Sherbrooke, Que
| | | | - Jerome Couture
- Surgery Department, Université de Sherbrooke, Sherbrooke, Que
| | - Julien Goulet
- Surgery Department, Université de Sherbrooke, Sherbrooke, Que
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7
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Algarni N, Dea N, Evaniew N, McIntosh G, Jacobs BW, Paquet J, Wilson JR, Hall H, Bailey CS, Weber MH, Nataraj A, Attabib N, Rampersaud YR, Cadotte DW, Stratton A, Christie SD, Fisher CG, Charest-Morin R. Does Ending a Posterior Construct Proximally at C2 Versus C3 Impact Patient Reported Outcomes in Degenerative Cervical Myelopathy Patients up to 24 months After the Surgery? Global Spine J 2023:21925682231166605. [PMID: 36960878 DOI: 10.1177/21925682231166605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/25/2023] Open
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVES The primary objective was to evaluate the impact of the upper instrumented level (UIV) being at C2 vs C3 in posterior cervical construct on patient reported outcomes (PROs) up to 24 months after surgery for cervical degenerative myelopathy (DCM). Secondary objectives were to compare operative time, intra-operative blood loss (IOBL), length of stay (LOS), adverse events (AEs) and re-operation. METHODOLOGY Patients who underwent a posterior cervical instrumented fusion (3 and + levels) with a C2 or C3 UIV, with 24 months follow-up were analyzed. PROs (NDI, EQ5D, SF-12 PCS/MCS, NRS arm/neck pain) were compared using ANCOVA. Operative duration, IOBL, AEs, and re-operation were compared. Subgroup analysis was performed on patient presenting with pre-operative malalignment (cervical sagittal vertical axis ≥40 mm and/or T1slope- cervical lordosis >15°). RESULTS 173 patients were included, of which 41 (24%) had a C2 UIV and 132 (76%) a C3 UIV. There was no statistically significant difference between the groups for the changes in PROs up to 24 months. Subgroup analysis of patients with pre-operative malalignment showed a trend towards greater improvement in the NDI at 12 months with a C2 UIV (P = .054). Operative time, IOBL and peri-operative AEs were more in C2 group (P < .05). There was no significant difference in LOS and re-operation (P > .05). CONCLUSION In this observational study, up to 24 months after surgery for posterior cervical fusion in DCM greater than 3 levels, PROs appear to evolve similarly.
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Affiliation(s)
- Nizar Algarni
- Department of Orthopedic Surgery, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Nicolas Dea
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedics Surgery, University of British Columbia, Vancouver BC, Canada
| | - Nathan Evaniew
- Combined Neurosurgical and Orthopedic Spine Program, University of Calgary, Calgary, AB, Canada
| | - Greg McIntosh
- Canadian Spine Outcomes and Research Network, Markdale, ON, Canada
| | - Bradley W Jacobs
- Combined Neurosurgical and Orthopedic Spine Program, University of Calgary, Calgary, AB, Canada
| | - Jérome Paquet
- Centre de Recherche CHU de Quebec, CHU de Quebec-Universite Laval, Quebec City, QC, Canada
| | - Jefferson R Wilson
- Divisions of Orthopaedic and Neurosurgery, University of Toronto, Toronto, ON, Canada
| | - Hamilton Hall
- Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Christopher S Bailey
- Department of Orthopedics Surgery, London Health Science Centre, Western University, London, ON, Canada
| | - Michael H Weber
- Department of Orthopedics Surgery, McGill UniversityHealth Centre, Montreal, QC, Canada
| | - Andrew Nataraj
- Division of Neurosurgery, Department of Surgery, University of AlbertaHospital, Edmonton, AB, Canada
| | - Najmedden Attabib
- Canada East Spine Centre, Division of Neurosurgery, Horizon Health Network, Saint John, NB, Canada
| | | | - David W Cadotte
- Combined Neurosurgical and Orthopedic Spine Program, University of Calgary, Calgary, AB, Canada
| | - Alexandra Stratton
- Department of Orthopedics Surgery, The Ottawa Hospital, Ottawa, ON, Canada
| | - Sean D Christie
- Division of Neurosurgery, Dalhousie University, Halifax, NS, Canada
| | - Charles G Fisher
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedics Surgery, University of British Columbia, Vancouver BC, Canada
| | - Raphaële Charest-Morin
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedics Surgery, University of British Columbia, Vancouver BC, Canada
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8
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Evaniew N, Coyle M, Rampersaud YR, Bailey CS, Jacobs WB, Cadotte DW, Thomas KC, Attabib N, Paquet J, Nataraj A, Christie SD, Weber MH, Phan P, Charest-Morin R, Fisher CG, Hall H, McIntosh G, Dea N. Timing of Recovery After Surgery for Patients With Degenerative Cervical Myelopathy: An Observational Study From the Canadian Spine Outcomes and Research Network. Neurosurgery 2023; 92:271-282. [PMID: 36637265 DOI: 10.1227/neu.0000000000002213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 08/31/2022] [Indexed: 01/14/2023] Open
Abstract
BACKGROUND The time course over which postoperative neurological recovery occurs after surgery for degenerative cervical myelopathy occurs is poorly understood. OBJECTIVE To determine the time point at which patients experience significant neurological improvement. METHODS We reviewed data from an ongoing prospective multicenter cohort study. We measured neurological function at 3 months, 1 year, and 2 years after surgery using the modified Japanese Orthopedic Association (mJOA) scale. We implemented minimal clinical important differences (MCIDs) to guide interpretation of mJOA scores, and we used 1-way analysis of variance to compare changes between follow-up intervals. RESULTS Among 330 patients, the mean overall mJOA improved from 12.9 (SD 2.6) to 14.6 (SD 2.4) at 3 months, 14.7 (SD 2.4) at 1 year, and 14.8 (SD 2.5) at 2 years. The difference in means was statistically significant (P < .01) at the interval from baseline to 3 months postoperatively, but not from 3 months to 1 year or 1 year to 2 years. The MCID was reached by 161 patients at 3 months, 32 more at 1 year, and 15 more at 2 years, with a statistically significant difference only at 3 months. Patients with moderate or severe disease reached the MCID more frequently than those with mild disease. CONCLUSION Among patients who underwent surgery for degenerative cervical myelopathy, most significant neurological improvement occurred by 3 months after surgery. These findings will facilitate valid discussions about postoperative expectations during shared clinical decision making between patients and their surgeons.
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Affiliation(s)
- Nathan Evaniew
- Spine Program, University of Calgary, Calgary, Alberta, Canada
| | - Matthew Coyle
- Spine Program, University of Calgary, Calgary, Alberta, Canada
| | - Y Raja Rampersaud
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Christopher S Bailey
- London Health Science Centre Combined Orthopaedic and Neurosurgery Spine Program, Schulich School of Medicine, Western University, London, Ontario, Canada
| | | | - David W Cadotte
- Spine Program, University of Calgary, Calgary, Alberta, Canada
| | | | | | - Jérôme Paquet
- Department of Surgery, Université Laval, Québec, Québec, Canada
| | - Andrew Nataraj
- Division of Neurosurgery, University of Alberta, Edmonton, Alberta, Canada
| | - Sean D Christie
- Department of Surgery, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Michael H Weber
- Division of Orthopaedics, McGill University, Montreal, Quebec, Canada
| | - Philippe Phan
- Division of Orthopaedic Surgery, University of Ottawa, Ottawa, Ontario, Canada
| | - Raphaële Charest-Morin
- Combined Neurosurgery and Orthopaedic Spine Program, University of British Columbia, Vancouver, British Columbia, Canada
| | - Charles G Fisher
- Combined Neurosurgery and Orthopaedic Spine Program, University of British Columbia, Vancouver, British Columbia, Canada
| | - Hamilton Hall
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | | | - Nicolas Dea
- Combined Neurosurgery and Orthopaedic Spine Program, University of British Columbia, Vancouver, British Columbia, Canada
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9
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Charest-Morin R, Bailey CS, McIntosh G, Rampersaud YR, Jacobs WB, Cadotte DW, Paquet J, Hall H, Weber MH, Johnson MG, Nataraj A, Attabib N, Manson N, Phan P, Christie SD, Thomas KC, Fisher CG, Dea N. Does extending a posterior cervical fusion construct into the upper thoracic spine impact patient-reported outcomes as long as 2 years after surgery in patients with degenerative cervical myelopathy? J Neurosurg Spine 2022; 37:1-9. [PMID: 35523250 DOI: 10.3171/2022.3.spine211529] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 03/21/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE In multilevel posterior cervical instrumented fusion, extension of fusion across the cervicothoracic junction (CTJ) at T1 or T2 has been associated with decreased rates of reoperation and pseudarthrosis but with longer surgical time and increased blood loss. The impact on patient-reported outcomes (PROs) remains unclear. The primary objective was to determine whether extension of fusion through the CTJ influenced PROs at 3, 12, and 24 months after surgery. The secondary objective was to compare the number of patients who reached the minimal clinically important differences (MCIDs) for the PROs, modified Japanese Orthopaedic Association (mJOA) score, operative time, intraoperative blood loss, length of stay, discharge disposition, adverse events (AEs), reoperation within 24 months of surgery, and patient satisfaction. METHODS This was a retrospective observational cohort study of prospectively collected multicenter data of patients with degenerative cervical myelopathy. Patients who underwent posterior instrumented fusion of 4 levels or greater (between C2 and T2) between January 2015 and October 2020 and received 24 months of follow-up were included. PROs (scores on the Neck Disability Index [NDI], EQ-5D, physical component summary and mental component summary of SF-12, and numeric rating scale for arm and neck pain) and mJOA scores were compared using ANCOVA and adjusted for baseline differences. Patient demographic characteristics, comorbidities, and surgical details were abstracted. The proportions of patients who reached the MCIDs for these outcomes were compared with the chi-square test. Operative duration, intraoperative blood loss, AEs, reoperation, discharge disposition, length of stay, and satisfaction was compared by using the chi-square test for categorical variables and the independent-samples t-test for continuous variables. RESULTS A total of 198 patients were included in this study (101 patients with fusion not crossing the CTJ and 97 with fusion crossing the CTJ). Patients with a construct extending through the CTJ were more likely to be female and have worse baseline NDI scores (p > 0.05). When adjusted for baseline differences, there were no statistically significant differences between the two groups in terms of the PROs and mJOA scores at 3, 12, and 24 months. Surgical duration was longer (p < 0.001) and intraoperative blood loss was greater in the group with fusion extending to the upper thoracic spine (p = 0.013). There were no significant differences between groups in terms of AEs (p > 0.05). Fusion with a construct crossing the CTJ was associated with reoperation (p = 0.04). Satisfaction with surgery was not significantly different between groups. The proportions of patients who reached the MCIDs for the PROs were not statistically different at any time point. CONCLUSIONS There were no statistically significant differences in PROs between patients with a posterior construct extending to the upper thoracic spine and those without such extension for as long as 24 months after surgery. The AE profiles were not significantly different, but longer surgical time and increased blood loss were associated with constructs extending across the CTJ.
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Affiliation(s)
- Raphaële Charest-Morin
- 1Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedics Surgery, University of British Columbia, Vancouver, British Columbia
| | - Christopher S Bailey
- 2Department of Orthopedics Surgery, London Health Science Centre, Western University, London, Ontario
| | - Greg McIntosh
- 3Canadian Spine Outcomes and Research Network, Markdale, Ontario
| | - Y Raja Rampersaud
- 4Divisions of Orthopaedic Surgery and Neurosurgery, University of Toronto, Ontario
| | - W Bradley Jacobs
- 5Combined Neurosurgical and Orthopedic Spine Program, University of Calgary, Alberta
| | - David W Cadotte
- 5Combined Neurosurgical and Orthopedic Spine Program, University of Calgary, Alberta
| | - Jérome Paquet
- 6Centre de Recherche CHU de Quebec, CHU de Québec-Université Laval, Quebec City, Quebec
| | - Hamilton Hall
- 7Department of Surgery, University of Toronto, Ontario
| | - Michael H Weber
- 8Department of Orthopedics Surgery, McGill University Health Centre, Montreal, Quebec
| | - Michael G Johnson
- 9Department of Surgery, Section of Orthopedics and Neurosurgery, University of Manitoba, Winnipeg, Manitoba
| | - Andrew Nataraj
- 10Division of Neurosurgery, Department of Surgery, University of Alberta Hospital, Edmonton, Alberta
| | - Najmedden Attabib
- 11Canada East Spine Centre, Division of Neurosurgery, Zone 2, Horizon Health Network, Saint John, New Brunswick
| | - Neil Manson
- 12Canada East Spine Centre, Saint John Orthopedics, Dalhousie Medicine New Brunswick, Saint John Campus, Saint John, New Brunswick
| | - Philippe Phan
- 13Department of Orthopedics Surgery, The Ottawa Hospital, Ottawa, Ontario; and
| | - Sean D Christie
- 14Division of Neurosurgery, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Kenneth C Thomas
- 5Combined Neurosurgical and Orthopedic Spine Program, University of Calgary, Alberta
| | - Charles G Fisher
- 1Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedics Surgery, University of British Columbia, Vancouver, British Columbia
| | - Nicolas Dea
- 1Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedics Surgery, University of British Columbia, Vancouver, British Columbia
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10
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Romagna A, Wilson JR, Jacobs WB, Johnson MG, Bailey CS, Christie S, Paquet J, Nataraj A, Cadotte DW, Manson N, Hall H, Thomas KC, Schwartz C, Rampersaud YR, McIntosh G, Fisher CG, Dea N. Factors Associated With Return to Work After Surgery for Degenerative Cervical Spondylotic Myelopathy: Cohort Analysis From the Canadian Spine Outcomes and Research Network. Global Spine J 2022; 12:573-578. [PMID: 33063549 PMCID: PMC9109566 DOI: 10.1177/2192568220958669] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
STUDY DESIGN Retrosepctive analysis of prospectively collected data from the multicentre Canadian Surgical Spine Registry (CSORN). OBJECTIVE Degenerative cervical myelopathy (DCM) is the most common cause of spinal cord dysfunction in North America. Few studies have evaluated return to work (RTW) rates after DCM surgery. Our goals were to determine rates and factors associated with postoperative RTW in surgically managed patients with DCM. METHODS Data was derived from the prospective, multicenter Canadian Spine Outcomes and Research Network (CSORN). From this cohort, we included all nonretired patients with at least 1-year follow-up. The RTW rate was defined as the proportion of patients with active employment at 1 year from the time of surgery. Unadjusted and adjusted analyses were used to identify patient characteristics, disease, and treatment variables associated with RTW. RESULTS Of 213 surgically treated DCM patients, 126 met eligibility, with 49% working and 51% not working in the immediate period before surgery; 102 had 12-month follow-up data. In both the unadjusted and the adjusted analyses working preoperatively and an anterior approach were associated with a higher postoperative RTW (P < .05), there were no significant differences between the postoperative employment groups with respect to age, gender, preoperative mJOA (modified Japanese Orthopaedic Association) score, and duration of symptoms (P > .05). Active preoperative employment (odds ratio = 15.4, 95% confidence interval = 4.5, 52.4) and anterior surgical procedures (odds ratio = 4.7, 95% confidence interval = 1.2, 19.6) were associated with greater odds of RTW at 1 year. CONCLUSIONS The majority of nonretired patients undergoing surgery for DCM had returned to work 12 months after surgery; active preoperative employment and anterior surgical approach were associated with RTW in this analysis.
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Affiliation(s)
- Alexander Romagna
- University of Toronto, Toronto,
Ontario, Canada,Paracelsus Private Medical
University, Salzburg, Austria
| | | | | | | | | | | | - Jerome Paquet
- CHU de Quebec-Universite Laval,
Quebec City, Quebec, Canada
| | - Andrew Nataraj
- University of Alberta Hospital,
Edmonton, Alberta, Canada
| | | | - Neil Manson
- Dalhousie University, Saint John,
New Brunswick, Canada
| | | | | | | | | | - Greg McIntosh
- Canadian Spine Outcomes and
Research Network, Markdale, Ontario, Canada,Greg McIntosh, Canadian Spine Outcomes and
Research Network, 10 Armstrong Cres, PO Box 1053, Markdale, Ontario, Canada N0C
1H0.
| | - Charles G. Fisher
- Vancouver General Hospital,
Vancouver, British Columbia, Canada,University of British Columbia,
Vancouver, British Columbia, Canada
| | - Nicolas Dea
- Vancouver General Hospital,
Vancouver, British Columbia, Canada,University of British Columbia,
Vancouver, British Columbia, Canada
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11
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Elkaim LM, McIntosh G, Dea N, Navarro-Ramirez R, Jacobs WB, Cadotte DW, Singh S, Christie SD, Robichaud A, Phan P, Paquet J, Nataraj A, Hall H, Bailey CS, Rampersaud YR, Thomas K, Manson N, Fisher C, Weber MH. Predictors of home discharge after scheduled surgery for degenerative cervical myelopathy. J Neurosurg Spine 2022; 37:1-6. [PMID: 35426825 DOI: 10.3171/2022.2.spine2277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 02/24/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Degenerative cervical myelopathy (DCM) is an important public health issue. Surgery is the mainstay of treatment for moderate and severe DCM. Delayed discharge of patients after DCM surgery is associated with increased healthcare costs. There is a paucity of data regarding predictive factors for discharge destination after scheduled surgery for patients with DCM. The purpose of this study was to identify factors predictive of home versus nonhome discharge after DCM surgery. METHODS Patients undergoing scheduled DCM surgery who had been enrolled in a prospective DCM substudy of the Canadian Spine Outcomes and Research Network registry between January 2015 and October 2020 were included in this retrospective analysis. Patient data were evaluated to identify potential factors predictive of home discharge after surgery. Logistic regression was used to identify independent factors predictive of home discharge. A multivariable model was then used as a final model. RESULTS Overall, 639 patients were included in the initial analysis, 543 (85%) of whom were discharged home. The mean age of the entire cohort was 60 years (SD 11.8 years), with a BMI of 28.9 (SD 5.7). Overall, 61.7% of the patients were female. The mean length of stay was 2.72 days (SD 1.7 days). The final internally validated bootstrapped multivariable model revealed that younger age, higher 9-Item Patient Health Questionnaire score, lower Neck Disability Index scores, fewer operated levels, mJOA scores indicating mild disease, anterior cervical discectomy and fusion procedure, and no perioperative adverse effects were predictive of home discharge. CONCLUSIONS Younger age, less neck-related disability, fewer operated levels, more significant depression, less severe myelopathy, anterior cervical discectomy and fusion procedure, and no perioperative adverse effects are predictive of home discharge after surgery for DCM. These factors can help to guide clinical decision-making and optimize postoperative care pathways.
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Affiliation(s)
- Lior M Elkaim
- 1Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec
- 14Department of Surgery, Montreal General Hospital, McGill University, Montreal, Quebec, Canada
| | - Greg McIntosh
- 2Canadian Spine Outcomes and Research Network, Markdale, Ontario
| | - Nicolas Dea
- 3Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedics Surgery, University of British Columbia, Vancouver, British Columbia
| | | | | | | | - Supriya Singh
- 5London Health Science Centre, Western University, London, Ontario
| | - Sean D Christie
- 6Department of Surgery, Dalhousie University, Halifax, Nova Scotia
| | - Aaron Robichaud
- 7Canada East Spine Centre, Division of Neurosurgery, Zone 2, Horizon Health Network, Saint John, New Brunswick
| | | | - Jérôme Paquet
- 9Centre de Recherche CHU de Quebec, CHU de Quebec-Universite Laval, Quebec City, Quebec
| | - Andrew Nataraj
- 10Division of Neurosurgery, Department of Surgery, University of Alberta Hospital, Edmonton, Alberta
| | - Hamilton Hall
- 11Department of Surgery, University of Toronto, Toronto, Ontario
| | | | - Y Raja Rampersaud
- 12Divisions of Orthopaedic and Neurosurgery, University of Toronto, Toronto, Ontario
| | | | - Neil Manson
- 13Canada East Spine Centre, Saint John Orthopedics, Dalhousie Medicine New Brunswick, Saint John Campus, Saint John, New Brunswick; and
| | - Charles Fisher
- 3Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedics Surgery, University of British Columbia, Vancouver, British Columbia
| | - Michael H Weber
- 1Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec
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12
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Evaniew N, Charest-Morin R, Jacobs WB, Johnson M, Bailey CS, Christie S, Paquet J, Nataraj A, Cadotte DW, Wilson JR, Craig M, Xu M, Manson N, Hall H, Thomas KC, Rampersaud YR, McIntosh G, Fisher CG, Dea N. Cervical Sagittal Alignment in Patients with Cervical Spondylotic Myelopathy: An Observational Study From the Canadian Spine Outcomes and Research Network. Spine (Phila Pa 1976) 2022; 47:E177-E186. [PMID: 34845179 DOI: 10.1097/brs.0000000000004296] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Prospective cohort study. OBJECTIVE Among patients with CSM, we aimed to evaluate the extent to which: (1) Preoperative cervical sagittal alignment is associated with health-related quality of life, function, and symptoms; (2) Surgery leads to changes in cervical sagittal alignment; and (3) Postoperative cervical sagittal alignment is associated with health-related quality of life, function, and symptoms at 12 months of follow-up. SUMMARY OF BACKGROUND DATA The importance of maintaining or improving cervical sagittal alignment in the surgical management of patients with CSM has not been established. METHODS We measured C2-C7 Cobb angle, T1 slope, and C2-C7 cervical sagittal vertical axis (cSVA). We tested for associations with Neck Disability Index, Pain Scales for neck and arm pain, EuroQol 5D, Short Form 12 Physical and Mental Component Summaries, and modified Japanese Orthopaedic Association scores. We adjusted for potential confounders using multiple linear regression, and we performed various prespecified subgroup (cSVA > 40 mm, surgical approach) and sensitivity analyses. RESULTS Among 250 patients, adjusted analyses yielded significant inverse associations prior to surgery between each of cSVA and T1 slope with SF12 Physical Component Summaries (T1 slope: -0.14, 95% CI -0.26 to -0.01, P = 0.03; C2-C7 cSVA: -0.13, 95% CI --0.21 to -0.05 P < 0.01). Surgery was associated with a small but statistically significant increase in cSVA across the cohort (+5.8 mm [SD 11.7], P < 0.01) but no change in Cobb angle or T1 slope. At 12-months after surgery, there were no significant associations between alignment parameters or change in alignment and any measures of health-related quality of life, function, or symptoms. Results were consistent across subgroup and sensitivity analyses. CONCLUSION Increased cSVA and T1 slope were associated with inferior health-related quality of life at presentation among patients with CSM, but no significant associations were observed following surgical treatment.Level of Evidence: 3.
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Affiliation(s)
- Nathan Evaniew
- University of Calgary Spine Program, University of Calgary, Calgary, Alberta, Canada
- McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, Alberta, Canada
| | - Raphaële Charest-Morin
- Combined Neurosurgery and Orthopaedic Spine Program, University of British Columbia, Vancouver, British Columbia, Canada
| | - W Bradley Jacobs
- University of Calgary Spine Program, University of Calgary, Calgary, Alberta, Canada
| | - Michael Johnson
- Department of Surgery, University of Manitoba, Winnipeg, Manitoba, Canada
| | | | - Sean Christie
- Division of Neurosurgery, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Jérôme Paquet
- Department of Orthopaedics, Centre Hospitalier Universitaire de Quebec, Quebec, Quebec, Canada
| | - Andrew Nataraj
- Division of Neurosurgery, University of Alberta, Edmonton, Alberta, Canada
| | - David W Cadotte
- University of Calgary Spine Program, University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute and Departments of Clinical Neurosciences and Radiology, Division of Neurosurgery, Cumming School of Medicine, University of Calgary
| | | | - Michael Craig
- Combined Neurosurgery and Orthopaedic Spine Program, University of British Columbia, Vancouver, British Columbia, Canada
| | - Mark Xu
- Department of Surgery, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Neil Manson
- Canada East Spine Centre, Saint John Regional Hospital, Saint John, New Brunswick, Canada
| | - Hamilton Hall
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Ken C Thomas
- University of Calgary Spine Program, University of Calgary, Calgary, Alberta, Canada
| | - Y Raja Rampersaud
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | | | - Charles G Fisher
- Combined Neurosurgery and Orthopaedic Spine Program, University of British Columbia, Vancouver, British Columbia, Canada
| | - Nicolas Dea
- Combined Neurosurgery and Orthopaedic Spine Program, University of British Columbia, Vancouver, British Columbia, Canada
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13
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J. Ost K, W. Anderson D, W. Cadotte D. Delivering Precision Medicine to Patients with Spinal Cord Disorders; Insights into Applications of Bioinformatics and Machine Learning from Studies of Degenerative Cervical Myelopathy. ARTIF INTELL 2021. [DOI: 10.5772/intechopen.98713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
With the common adoption of electronic health records and new technologies capable of producing an unprecedented scale of data, a shift must occur in how we practice medicine in order to utilize these resources. We are entering an era in which the capacity of even the most clever human doctor simply is insufficient. As such, realizing “personalized” or “precision” medicine requires new methods that can leverage the massive amounts of data now available. Machine learning techniques provide one important toolkit in this venture, as they are fundamentally designed to deal with (and, in fact, benefit from) massive datasets. The clinical applications for such machine learning systems are still in their infancy, however, and the field of medicine presents a unique set of design considerations. In this chapter, we will walk through how we selected and adjusted the “Progressive Learning framework” to account for these considerations in the case of Degenerative Cervical Myeolopathy. We additionally compare a model designed with these techniques to similar static models run in “perfect world” scenarios (free of the clinical issues address), and we use simulated clinical data acquisition scenarios to demonstrate the advantages of our machine learning approach in providing personalized diagnoses.
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14
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Karim SM, Cadotte DW, Wilson JR, Kwon BK, Jacobs WB, Johnson MG, Paquet J, Bailey CS, Christie SD, Nataraj A, Attabib N, Phan P, McIntosh G, Hall H, Rampersaud YR, Manson N, Thomas KC, Fisher CG, Dea N. Effectiveness of Surgical Decompression in Patients With Degenerative Cervical Myelopathy: Results of the Canadian Prospective Multicenter Study. Neurosurgery 2021; 89:844-851. [PMID: 34382661 DOI: 10.1093/neuros/nyab295] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Accepted: 06/09/2021] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND Conflicting evidence exists regarding the effectiveness of surgery for degenerative cervical myelopathy (DCM), particularly in mild DCM. OBJECTIVE To prospectively evaluate the impact of surgery on patient-reported outcomes in patients with mild (modified Japanese Orthopaedic Association [mJOA] ≥ 15), moderate (mJOA 12-14), and severe (mJOA < 12) DCM. METHODS Prospective, multicenter cohort study of patients with DCM who underwent surgery between 2015 and 2019 and completed 1-yr follow-up. Outcome measures (mJOA, Neck Disability Index [NDI], EuroQol-5D [EQ-5D], Short Form [SF-12] Physical Component Score [PCS]/Mental Component Score [MCS], numeric rating scale [NRS] neck, and arm pain) were assessed at 3 and 12 mo postoperatively and compared to baseline, stratified by DCM severity. Changes in outcome measures that were statistically significant (P < .05) and met their respective minimum clinically important differences (MCIDs) were deemed clinically meaningful. Responder analysis was performed to compare the proportion of patients between DCM severity groups who met the MCID for each outcome measure. RESULTS The cohort comprised 391 patients: 110 mild, 163 moderate, and 118 severe. At 12 mo after surgery, severe DCM patients experienced significant improvements in all outcome measures; moderate DCM patients improved in mJOA, NDI, EQ-5D, and PCS; mild DCM patients improved in EQ-5D and PCS. There was no significant difference between severity groups in the proportion of patients reaching MCID at 12 mo after surgery for any outcome measure, except NDI. CONCLUSION At 12 mo after surgery, patients with mild, moderate, and severe DCM all demonstrated improved outcomes. Severe DCM patients experienced the greatest breadth of improvement, but the proportion of patients in each severity group achieving clinically meaningful changes did not differ significantly across most outcome measures.
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Affiliation(s)
- S Mohammed Karim
- Combined Neurosurgery and Orthopaedic Spine Program, University of British Columbia, Vancouver, Canada
| | - David W Cadotte
- University of Calgary Combined Spine Program, Departments of Neuroscience, Neurosurgery and Radiology, Hotchkiss Brain Institute, Calgary, Canada
| | - Jefferson R Wilson
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Canada
| | - Brian K Kwon
- Combined Neurosurgery and Orthopaedic Spine Program, University of British Columbia, Vancouver, Canada
| | - W Bradley Jacobs
- University of Calgary Combined Spine Program, Departments of Neuroscience, Neurosurgery and Radiology, Hotchkiss Brain Institute, Calgary, Canada
| | - Michael G Johnson
- Department of Surgery, Section of Orthopaedics and Neurosurgery, University of Manitoba, Winnipeg, Canada
| | - Jérôme Paquet
- Centre de Recherche CHU de Quebec, CHU de Quebec-Universite Laval, Quebec City, Canada
| | - Christopher S Bailey
- Division of Orthopaedics, Western University, London Health Science Centre, London, Canada
| | - Sean D Christie
- Division of Neurosurgery, Dalhousie University, Halifax, Canada
| | - Andrew Nataraj
- Division of Neurosurgery, Department of Surgery, University of Alberta Hospital, Edmonton, Canada
| | - Najmedden Attabib
- Canada East Spine Centre, Division of Neurosurgery, Zone 2, Horizon Health Network, Saint John, Canada
| | | | - Greg McIntosh
- Canadian Spine Outcomes and Research Network, Markdale, Canada
| | - Hamilton Hall
- Department of Surgery, University of Toronto, Toronto, Canada
| | - Y Raja Rampersaud
- Division of Orthopaedic Surgery and Neurosurgery, University of Toronto, Toronto, Canada
| | - Neil Manson
- Canada East Spine Centre, Saint John Orthopedics, Dalhousie Medicine New Brunswick, Saint John Campus, Saint John, Canada
| | - Kenneth C Thomas
- University of Calgary Combined Spine Program, Departments of Neuroscience, Neurosurgery and Radiology, Hotchkiss Brain Institute, Calgary, Canada
| | - Charles G Fisher
- Combined Neurosurgery and Orthopaedic Spine Program, University of British Columbia, Vancouver, Canada
| | - Nicolas Dea
- Combined Neurosurgery and Orthopaedic Spine Program, University of British Columbia, Vancouver, Canada
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15
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Ost K, Jacobs WB, Evaniew N, Cohen-Adad J, Anderson D, Cadotte DW. Spinal Cord Morphology in Degenerative Cervical Myelopathy Patients; Assessing Key Morphological Characteristics Using Machine Vision Tools. J Clin Med 2021; 10:jcm10040892. [PMID: 33672259 PMCID: PMC7926672 DOI: 10.3390/jcm10040892] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Revised: 02/16/2021] [Accepted: 02/18/2021] [Indexed: 11/29/2022] Open
Abstract
Despite Degenerative Cervical Myelopathy (DCM) being the most common form of spinal cord injury, effective methods to evaluate patients for its presence and severity are only starting to appear. Evaluation of patient images, while fast, is often unreliable; the pathology of DCM is complex, and clinicians often have difficulty predicting patient prognosis. Automated tools, such as the Spinal Cord Toolbox (SCT), show promise, but remain in the early stages of development. To evaluate the current state of an SCT automated process, we applied it to MR imaging records from 328 DCM patients, using the modified Japanese Orthopedic Associate scale as a measure of DCM severity. We found that the metrics extracted from these automated methods are insufficient to reliably predict disease severity. Such automated processes showed potential, however, by highlighting trends and barriers which future analyses could, with time, overcome. This, paired with findings from other studies with similar processes, suggests that additional non-imaging metrics could be added to achieve diagnostically relevant predictions. Although modeling techniques such as these are still in their infancy, future models of DCM severity could greatly improve automated clinical diagnosis, communications with patients, and patient outcomes.
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Affiliation(s)
- Kalum Ost
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada;
| | - W. Bradley Jacobs
- Department of Clinical Neurosciences, Section of Neurosurgery, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada;
- Combined Orthopedic and Neurosurgery Spine Program, University of Calgary, Calgary, AB T2N 1N4, Canada;
| | - Nathan Evaniew
- Combined Orthopedic and Neurosurgery Spine Program, University of Calgary, Calgary, AB T2N 1N4, Canada;
- Section of Orthopaedic Surgery, Department of Surgery, University of Calgary, Calgary, AB T2N 1N4, Canada
| | - Julien Cohen-Adad
- NeuroPoly Lab, Institute of Biomedical Engineering, Polytechnique Montrèal, Montrèal, QC H3T 1J4, Canada;
- Functional Neuroimaging Unit, CRIUGM, Universitè de Montrèal, Montrèal, QC H3T 1J4, Canada
- Mila-Quebec AI Institute, Montrèal, QC T2N 1N4, Canada
| | - David Anderson
- Department of Biochemistry and Molecular Biology, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada;
| | - David W. Cadotte
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada;
- Combined Orthopedic and Neurosurgery Spine Program, University of Calgary, Calgary, AB T2N 1N4, Canada;
- Section of Orthopaedic Surgery, Department of Surgery, University of Calgary, Calgary, AB T2N 1N4, Canada
- Department of Biochemistry and Molecular Biology, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada;
- Correspondence: ; Tel.: +403-944-3490
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16
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Evaniew N, Cadotte DW, Dea N, Bailey CS, Christie SD, Fisher CG, Paquet J, Soroceanu A, Thomas KC, Rampersaud YR, Manson NA, Johnson M, Nataraj A, Hall H, McIntosh G, Jacobs WB. Clinical predictors of achieving the minimal clinically important difference after surgery for cervical spondylotic myelopathy: an external validation study from the Canadian Spine Outcomes and Research Network. J Neurosurg Spine 2020; 33:1-9. [PMID: 32276258 DOI: 10.3171/2020.2.spine191495] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2019] [Accepted: 02/18/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Recently identified prognostic variables among patients undergoing surgery for cervical spondylotic myelopathy (CSM) are limited to two large international data sets. To optimally inform shared clinical decision-making, the authors evaluated which preoperative clinical factors are significantly associated with improvement on the modified Japanese Orthopaedic Association (mJOA) scale by at least the minimum clinically important difference (MCID) 12 months after surgery, among patients from the Canadian Spine Outcomes and Research Network (CSORN). METHODS The authors performed an observational cohort study with data that were prospectively collected from CSM patients at 7 centers between 2015 and 2017. Candidate variables were tested using univariable and multiple binomial logistic regression, and multiple sensitivity analyses were performed to test assumptions about the nature of the statistical models. Validated mJOA MCIDs were implemented that varied according to baseline CSM severity. RESULTS Among 205 patients with CSM, there were 64 (31%) classified as mild, 86 (42%) as moderate, and 55 (27%) as severe. Overall, 52% of patients achieved MCID and the mean change in mJOA score at 12 months after surgery was 1.7 ± 2.6 points (p < 0.01), but the subgroup of patients with mild CSM did not significantly improve (mean change 0.1 ± 1.9 points, p = 0.8). Univariate analyses failed to identify significant associations between achieving MCID and sex, BMI, living status, education, smoking, disability claims, or number of comorbidities. After adjustment for potential confounders, the odds of achieving MCID were significantly reduced with older age (OR 0.7 per decade, 95% CI 0.5-0.9, p < 0.01) and higher baseline mJOA score (OR 0.8 per point, 95% CI 0.7-0.9, p < 0.01). The effects of symptom duration (OR 1.0 per additional month, 95% CI 0.9-1.0, p = 0.2) and smoking (OR 0.4, 95% CI 0.2-1.0, p = 0.06) were not statistically significant. CONCLUSIONS Surgery is effective at halting the progression of functional decline with CSM, and approximately half of all patients achieve the MCID. Data from the CSORN confirmed that older age is independently associated with poorer outcomes, but novel findings include that patients with milder CSM did not experience meaningful improvement, and that symptom duration and smoking were not important. These findings support a nuanced approach to shared decision-making that acknowledges some prognostic uncertainty when weighing the various risks, benefits, and alternatives to surgical treatment.
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Affiliation(s)
- Nathan Evaniew
- 1University of Calgary Spine Program, University of Calgary, Alberta
| | - David W Cadotte
- 1University of Calgary Spine Program, University of Calgary, Alberta
| | - Nicolas Dea
- 2Vancouver Spine Surgery Institute, University of British Columba, Vancouver, British Columbia
| | | | - Sean D Christie
- 4Department of Surgery, Dalhousie University, Halifax, Nova Scotia
| | - Charles G Fisher
- 2Vancouver Spine Surgery Institute, University of British Columba, Vancouver, British Columbia
| | | | - Alex Soroceanu
- 1University of Calgary Spine Program, University of Calgary, Alberta
| | - Kenneth C Thomas
- 1University of Calgary Spine Program, University of Calgary, Alberta
| | | | - Neil A Manson
- 4Department of Surgery, Dalhousie University, Halifax, Nova Scotia
- 7Canada East Spine Centre, Saint John, New Brunswick
| | - Michael Johnson
- 8Department of Surgery, University of Manitoba, Winnipeg, Manitoba
| | - Andrew Nataraj
- 9Department of Surgery, University of Alberta, Edmonton, Alberta; and
| | - Hamilton Hall
- 6Department of Surgery, University of Toronto, Ontario
| | - Greg McIntosh
- 10Canadian Spine Outcomes and Research Network, Markdale, Ontario, Canada
| | - W Bradley Jacobs
- 1University of Calgary Spine Program, University of Calgary, Alberta
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17
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Ben-Israel D, Jacobs WB, Casha S, Lang S, Ryu WHA, de Lotbiniere-Bassett M, Cadotte DW. The impact of machine learning on patient care: A systematic review. Artif Intell Med 2020; 103:101785. [DOI: 10.1016/j.artmed.2019.101785] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Revised: 12/11/2019] [Accepted: 12/30/2019] [Indexed: 01/04/2023]
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18
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Cadotte DW, Akbar MA, Fehlings MG, Stroman PW, Cohen-Adad J. What Has Been Learned from Magnetic Resonance Imaging Examination of the Injured Human Spinal Cord: A Canadian Perspective. J Neurotrauma 2019; 35:1942-1957. [PMID: 30074873 DOI: 10.1089/neu.2018.5903] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Magnetic resonance imaging (MRI) has transformed the way surgeons and researchers study and treat spinal cord injury. In this narrative review, we explore the historical context of imaging the human spinal cord and describe how MRI has evolved from providing the first visualization of the human spinal cord in the 1980s to a remarkable set of imaging tools today. The article focuses in particular on the role of Canadian researchers to this field. We begin by outlining the clinical context of traumatic injury to the human spinal cord and describe why current MRI standards fall short when it comes to treating this disabling condition. Parts 2 and 3 of this work explore an exciting and dramatic shift in the use of MRI technology to aid in our understanding and treatment of traumatic injury to the spinal cord. We explore the use of functional imaging (part 2) and structural imaging (part 3) and explore how these techniques have evolved, how they are used, and the challenges that we face for continued refinement and application to patients who live with the neurological and functional deficits caused by injury to the delicate spinal cord.
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Affiliation(s)
- David W Cadotte
- 1 University of Calgary Spine Program, Division of Neurosurgery, Department of Clinical Neurosciences, University of Calgary , Foothills Medical Centre, Calgary, Alberta, Canada
| | - M Ali Akbar
- 2 Department of Surgery, Division of Neurosurgery and Spinal Program, Toronto Western Hospital, University of Toronto , Toronto, Ontario, Canada
| | - Michael G Fehlings
- 2 Department of Surgery, Division of Neurosurgery and Spinal Program, Toronto Western Hospital, University of Toronto , Toronto, Ontario, Canada
| | - Patrick W Stroman
- 3 Centre for Neuroscience Studies, Queens University , Kingston, Ontario, Canada
| | - Julien Cohen-Adad
- 4 NeuroPoly Lab, Institute of Biomedical Engineering , Polytechnique Montreal, Montreal, Quebéc, Canada .,5 Functional Neuroimaging Unit, CRIUGM, Université de Montréal , Montreal, Quebéc, Canada
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Jakubovic R, Guha D, Gupta S, Lu M, Jivraj J, Standish BA, Leung MK, Mariampillai A, Lee K, Siegler P, Skowron P, Farooq H, Nguyen N, Alarcon J, Deorajh R, Ramjist J, Ford M, Howard P, Phan N, Costa LD, Heyn C, Tan G, George R, Cadotte DW, Mainprize T, Yee A, Yang VXD. High Speed, High Density Intraoperative 3D Optical Topographical Imaging with Efficient Registration to MRI and CT for Craniospinal Surgical Navigation. Sci Rep 2018; 8:14894. [PMID: 30291261 PMCID: PMC6173775 DOI: 10.1038/s41598-018-32424-z] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2018] [Accepted: 09/05/2018] [Indexed: 11/09/2022] Open
Abstract
Intraoperative image-guided surgical navigation for craniospinal procedures has significantly improved accuracy by providing an avenue for the surgeon to visualize underlying internal structures corresponding to the exposed surface anatomy. Despite the obvious benefits of surgical navigation, surgeon adoption remains relatively low due to long setup and registration times, steep learning curves, and workflow disruptions. We introduce an experimental navigation system utilizing optical topographical imaging (OTI) to acquire the 3D surface anatomy of the surgical cavity, enabling visualization of internal structures relative to exposed surface anatomy from registered preoperative images. Our OTI approach includes near instantaneous and accurate optical measurement of >250,000 surface points, computed at >52,000 points-per-second for considerably faster patient registration than commercially available benchmark systems without compromising spatial accuracy. Our experience of 171 human craniospinal surgical procedures, demonstrated significant workflow improvement (41 s vs. 258 s and 794 s, p < 0.05) relative to benchmark navigation systems without compromising surgical accuracy. Our advancements provide the cornerstone for widespread adoption of image guidance technologies for faster and safer surgeries without intraoperative CT or MRI scans. This work represents a major workflow improvement for navigated craniospinal procedures with possible extension to other image-guided applications.
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Affiliation(s)
- Raphael Jakubovic
- Department of Biomedical Physics, Ryerson University, Toronto, ON, Canada.,Biophotonics and Bioengineering Laboratory, Ryerson University Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Daipayan Guha
- Biophotonics and Bioengineering Laboratory, Ryerson University Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada.,Institute of Medical Science, School of Graduate Studies, University of Toronto, Toronto, ON, Canada
| | - Shaurya Gupta
- Biophotonics and Bioengineering Laboratory, Ryerson University Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Michael Lu
- Biophotonics and Bioengineering Laboratory, Ryerson University Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Jamil Jivraj
- Biophotonics and Bioengineering Laboratory, Ryerson University Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Department of Electrical and Computer Engineering, Ryerson University, Toronto, ON, Canada
| | - Beau A Standish
- Biophotonics and Bioengineering Laboratory, Ryerson University Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Michael K Leung
- Biophotonics and Bioengineering Laboratory, Ryerson University Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Adrian Mariampillai
- Biophotonics and Bioengineering Laboratory, Ryerson University Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Kenneth Lee
- Biophotonics and Bioengineering Laboratory, Ryerson University Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Peter Siegler
- Biophotonics and Bioengineering Laboratory, Ryerson University Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Patryk Skowron
- Biophotonics and Bioengineering Laboratory, Ryerson University Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Department of Electrical and Computer Engineering, Ryerson University, Toronto, ON, Canada
| | - Hamza Farooq
- Biophotonics and Bioengineering Laboratory, Ryerson University Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Department of Electrical and Computer Engineering, Ryerson University, Toronto, ON, Canada
| | - Nhu Nguyen
- Biophotonics and Bioengineering Laboratory, Ryerson University Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Department of Electrical and Computer Engineering, Ryerson University, Toronto, ON, Canada
| | - Joseph Alarcon
- Biophotonics and Bioengineering Laboratory, Ryerson University Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Department of Electrical and Computer Engineering, Ryerson University, Toronto, ON, Canada
| | - Ryan Deorajh
- Biophotonics and Bioengineering Laboratory, Ryerson University Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Department of Electrical and Computer Engineering, Ryerson University, Toronto, ON, Canada
| | - Joel Ramjist
- Biophotonics and Bioengineering Laboratory, Ryerson University Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Department of Electrical and Computer Engineering, Ryerson University, Toronto, ON, Canada
| | - Michael Ford
- Division of Orthopedic Surgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Peter Howard
- Division of Neuroradiology, Department of Medical Imaging, Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Nicolas Phan
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Leo da Costa
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Chris Heyn
- Division of Neuroradiology, Department of Medical Imaging, Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Gamaliel Tan
- Jurong Health, Ng Teng Fong General Hospital, Singapore, Singapore
| | - Rajeesh George
- Jurong Health, Ng Teng Fong General Hospital, Singapore, Singapore
| | - David W Cadotte
- Spine Program and Division of Neurosurgery, Department of Clinical Neurosciences, Department of Radiology, University of Calgary, Calgary, Canada.,Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Todd Mainprize
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Albert Yee
- Division of Orthopedic Surgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Victor X D Yang
- Biophotonics and Bioengineering Laboratory, Ryerson University Sunnybrook Health Sciences Centre, Toronto, ON, Canada. .,Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada. .,Institute of Medical Science, School of Graduate Studies, University of Toronto, Toronto, ON, Canada. .,Department of Electrical and Computer Engineering, Ryerson University, Toronto, ON, Canada.
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20
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Martin AR, De Leener B, Cohen-Adad J, Kalsi-Ryan S, Cadotte DW, Wilson JR, Tetreault L, Nouri A, Crawley A, Mikulis DJ, Ginsberg H, Massicotte EM, Fehlings MG. Monitoring for myelopathic progression with multiparametric quantitative MRI. PLoS One 2018; 13:e0195733. [PMID: 29664964 PMCID: PMC5903654 DOI: 10.1371/journal.pone.0195733] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Accepted: 03/28/2018] [Indexed: 12/04/2022] Open
Abstract
Background Patients with mild degenerative cervical myelopathy (DCM) are often managed non-operatively, and surgery is recommended if neurological progression occurs. However, detection of progression is often subjective. Quantitative MRI (qMRI) directly measures spinal cord (SC) tissue changes, detecting axonal injury, demyelination, and atrophy. This longitudinal study compared multiparametric qMRI with clinical measures of progression in non-operative DCM patients. Methods 26 DCM patients were followed. Clinical data included modified Japanese Orthopedic Association (mJOA) and additional assessments. 3T qMRI data included cross sectional area, diffusion fractional anisotropy, magnetization transfer ratio, and T2*-weighted white/grey matter signal ratio, extracted from the compressed SC and above/below. Progression was defined as 1) patients’ subjective impression, 2) 2-point mJOA decrease, 3) ≥3 clinical measures worsening ≥5%, 4) increased compression on MRI, or 5) ≥1 of 10 qMRI measures or composite score worsening (p < 0.004, corrected). Results Follow-up (13.5 ± 4.9 months) included mJOA in all 26 patients, MRI in 25, and clinical/qMRI in 22. 42.3% reported subjective worsening, compared with mJOA (11.5%), MRI (20%), comprehensive assessments (54.6%), and qMRI (68.2%). Relative to subjective worsening, qMRI showed 100% sensitivity and 53.3% specificity compared with comprehensive assessments (75%, 60%), mJOA (27.3%, 100%), and MRI (18.2%, 81.3%). A decision-making algorithm incorporating qMRI identified progression and recommended surgery for 11 subjects (42.3%). Conclusions Quantitative MRI shows high sensitivity to detect myelopathic progression. Our results suggest that neuroplasticity and behavioural adaptation may mask progressive SC tissue injury. qMRI appears to be a useful method to confirm subtle myelopathic progression in individual patients, representing an advance toward clinical translation of qMRI.
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Affiliation(s)
| | | | | | | | | | | | | | - Aria Nouri
- University of Toronto, Toronto, Ontario, Canada
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21
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Martin AR, De Leener B, Cohen-Adad J, Cadotte DW, Nouri A, Wilson JR, Tetreault L, Crawley AP, Mikulis DJ, Ginsberg H, Fehlings MG. Can microstructural MRI detect subclinical tissue injury in subjects with asymptomatic cervical spinal cord compression? A prospective cohort study. BMJ Open 2018; 8:e019809. [PMID: 29654015 PMCID: PMC5905727 DOI: 10.1136/bmjopen-2017-019809] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
OBJECTIVES Degenerative cervical myelopathy (DCM) involves extrinsic spinal cord compression causing tissue injury and neurological dysfunction. Asymptomatic spinal cord compression (ASCC) is more common, but its significance is poorly defined. This study investigates if: (1) ASCC can be automatically diagnosed using spinal cord shape analysis; (2) multiparametric quantitative MRI can detect similar spinal cord tissue injury as previously observed in DCM. DESIGN Prospective observational longitudinal cohort study. SETTING Single centre, tertiary care and research institution. PARTICIPANTS 40 neurologically intact subjects (19 female, 21 male) divided into groups with and without ASCC. INTERVENTIONS None. OUTCOME MEASURES Clinical assessments: modified Japanese Orthopaedic Association score and physical examination. 3T MRI assessments: automated morphometric analysis compared with consensus ratings of spinal cord compression, and measures of tissue injury: cross-sectional area, diffusion fractional anisotropy, magnetisation transfer ratio and T2*-weighted imaging white to grey matter signal intensity ratio (T2*WI WM/GM) extracted from rostral (C1-3), caudal (C6-7) and maximally compressed levels. RESULTS ASCC was present in 20/40 subjects. Diagnosis with automated shape analysis showed area under the curve >97%. Five MRI metrics showed differences suggestive of tissue injury in ASCC compared with uncompressed subjects (p<0.05), while a composite of all 10 measures (average of z scores) showed highly significant differences (p=0.002). At follow-up (median 21 months), two ASCC subjects developed DCM. CONCLUSIONS ASCC appears to be common and can be accurately and objectively diagnosed with automated morphometric analysis. Quantitative MRI appears to detect subclinical tissue injury in ASCC prior to the onset of neurological symptoms and signs. These findings require further validation, but offer the intriguing possibility of presymptomatic diagnosis and treatment of DCM and other spinal pathologies.
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Affiliation(s)
- Allan R Martin
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Benjamin De Leener
- Institute of Biomedical Engineering, École Polytechnique de Montréal, Montréal, Québec, Canada
| | - Julien Cohen-Adad
- Institute of Biomedical Engineering, École Polytechnique de Montréal, Montréal, Québec, Canada
| | - David W Cadotte
- Department of Neurosurgery, University of Calgary, Calgary, Alberta, Canada
| | - Aria Nouri
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Jefferson R Wilson
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Lindsay Tetreault
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Department of Medicine, University College Cork, Cork, Ireland
| | - Adrian P Crawley
- Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada
| | - David J Mikulis
- Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada
| | - Howard Ginsberg
- Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada
| | - Michael G Fehlings
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
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22
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Wilcox JT, Satkunendrarajah K, Nasirzadeh Y, Laliberte AM, Lip A, Cadotte DW, Foltz WD, Fehlings MG. Corrigendum to "Generating level-dependent models of cervical and thoracic spinal cord injury: Exploring the interplay of neuroanatomy, physiology, and function" Neurobiology of Disease 105 (2017) 194-212. Neurobiol Dis 2017; 108:363-364. [PMID: 29110821 DOI: 10.1016/j.nbd.2017.10.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
Affiliation(s)
- Jared T Wilcox
- Division of Genetics and Development, Toronto Western Research Institute, University Health Network, ON M5T 2S8, Canada; Institute of Medical Science and Spinal Program, University of Toronto, ON M5S 1A8, Canada
| | - Kajana Satkunendrarajah
- Division of Genetics and Development, Toronto Western Research Institute, University Health Network, ON M5T 2S8, Canada
| | - Yasmin Nasirzadeh
- Division of Genetics and Development, Toronto Western Research Institute, University Health Network, ON M5T 2S8, Canada
| | - Alex M Laliberte
- Division of Genetics and Development, Toronto Western Research Institute, University Health Network, ON M5T 2S8, Canada
| | - Alyssa Lip
- Division of Genetics and Development, Toronto Western Research Institute, University Health Network, ON M5T 2S8, Canada
| | - David W Cadotte
- Division of Genetics and Development, Toronto Western Research Institute, University Health Network, ON M5T 2S8, Canada; Institute of Medical Science and Spinal Program, University of Toronto, ON M5S 1A8, Canada
| | - Warren D Foltz
- STTARR Innovation Centre, Department of Radiation Oncology, Princess Margaret Hospital, Toronto, ON M5G 1L7, Canada
| | - Michael G Fehlings
- Division of Genetics and Development, Toronto Western Research Institute, University Health Network, ON M5T 2S8, Canada; Institute of Medical Science and Spinal Program, University of Toronto, ON M5S 1A8, Canada.
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23
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Martin AR, De Leener B, Cohen-Adad J, Cadotte DW, Kalsi-Ryan S, Lange SF, Tetreault L, Nouri A, Crawley A, Mikulis DJ, Ginsberg H, Fehlings MG. Clinically Feasible Microstructural MRI to Quantify Cervical Spinal Cord Tissue Injury Using DTI, MT, and T2*-Weighted Imaging: Assessment of Normative Data and Reliability. AJNR Am J Neuroradiol 2017; 38:1257-1265. [PMID: 28428213 DOI: 10.3174/ajnr.a5163] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2016] [Accepted: 01/28/2017] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE DTI, magnetization transfer, T2*-weighted imaging, and cross-sectional area can quantify aspects of spinal cord microstructure. However, clinical adoption remains elusive due to complex acquisitions, cumbersome analysis, limited reliability, and wide ranges of normal values. We propose a simple multiparametric protocol with automated analysis and report normative data, analysis of confounding variables, and reliability. MATERIALS AND METHODS Forty healthy subjects underwent T2WI, DTI, magnetization transfer, and T2*WI at 3T in <35 minutes using standard hardware and pulse sequences. Cross-sectional area, fractional anisotropy, magnetization transfer ratio, and T2*WI WM/GM signal intensity ratio were calculated. Relationships between MR imaging metrics and age, sex, height, weight, cervical cord length, and rostrocaudal level were analyzed. Test-retest coefficient of variation measured reliability in 24 DTI, 17 magnetization transfer, and 16 T2*WI datasets. DTI with and without cardiac triggering was compared in 10 subjects. RESULTS T2*WI WM/GM showed lower intersubject coefficient of variation (3.5%) compared with magnetization transfer ratio (5.8%), fractional anisotropy (6.0%), and cross-sectional area (12.2%). Linear correction of cross-sectional area with cervical cord length, fractional anisotropy with age, and magnetization transfer ratio with age and height led to decreased coefficients of variation (4.8%, 5.4%, and 10.2%, respectively). Acceptable reliability was achieved for all metrics/levels (test-retest coefficient of variation < 5%), with T2*WI WM/GM comparing favorably with fractional anisotropy and magnetization transfer ratio. DTI with and without cardiac triggering showed no significant differences for fractional anisotropy and test-retest coefficient of variation. CONCLUSIONS Reliable multiparametric assessment of spinal cord microstructure is possible by using clinically suitable methods. These results establish normalization procedures and pave the way for clinical studies, with the potential for improving diagnostics, objectively monitoring disease progression, and predicting outcomes in spinal pathologies.
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Affiliation(s)
- A R Martin
- From the Division of Neurosurgery, Department of Surgery (A.R.M., D.W.C., S.K.-R., L.T., A.N., H.G., M.G.F.)
| | - B De Leener
- Polytechnique Montreal (B.D.L., J.C.-A.), Montréal, Quebec, Canada
| | - J Cohen-Adad
- Polytechnique Montreal (B.D.L., J.C.-A.), Montréal, Quebec, Canada
- Functional Neuroimaging Unit (J.C.-A.), Centre de recherche de l'Institut universitaire de gériatrie de Montréal, Université de Montréal, Montréal, Quebec, Canada
| | - D W Cadotte
- From the Division of Neurosurgery, Department of Surgery (A.R.M., D.W.C., S.K.-R., L.T., A.N., H.G., M.G.F.)
| | - S Kalsi-Ryan
- From the Division of Neurosurgery, Department of Surgery (A.R.M., D.W.C., S.K.-R., L.T., A.N., H.G., M.G.F.)
| | - S F Lange
- University of Groningen (S.F.L.), Groningen, the Netherlands
| | - L Tetreault
- From the Division of Neurosurgery, Department of Surgery (A.R.M., D.W.C., S.K.-R., L.T., A.N., H.G., M.G.F.)
| | - A Nouri
- From the Division of Neurosurgery, Department of Surgery (A.R.M., D.W.C., S.K.-R., L.T., A.N., H.G., M.G.F.)
| | - A Crawley
- Department of Medical Imaging (A.C., D.J.M.), University of Toronto and the University Health Network, Toronto Western Hospital, Toronto, Ontario, Canada
| | - D J Mikulis
- Department of Medical Imaging (A.C., D.J.M.), University of Toronto and the University Health Network, Toronto Western Hospital, Toronto, Ontario, Canada
| | - H Ginsberg
- From the Division of Neurosurgery, Department of Surgery (A.R.M., D.W.C., S.K.-R., L.T., A.N., H.G., M.G.F.)
| | - M G Fehlings
- From the Division of Neurosurgery, Department of Surgery (A.R.M., D.W.C., S.K.-R., L.T., A.N., H.G., M.G.F.)
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24
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Martin AR, De Leener B, Cohen-Adad J, Cadotte DW, Kalsi-Ryan S, Lange SF, Tetreault L, Nouri A, Crawley A, Mikulis DJ, Ginsberg H, Fehlings MG. A Novel MRI Biomarker of Spinal Cord White Matter Injury: T2*-Weighted White Matter to Gray Matter Signal Intensity Ratio. AJNR Am J Neuroradiol 2017; 38:1266-1273. [PMID: 28428212 DOI: 10.3174/ajnr.a5162] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2016] [Accepted: 01/29/2017] [Indexed: 01/30/2023]
Abstract
BACKGROUND AND PURPOSE T2*-weighted imaging provides sharp contrast between spinal cord GM and WM, allowing their segmentation and cross-sectional area measurement. Injured WM demonstrates T2*WI hyperintensity but requires normalization for quantitative use. We introduce T2*WI WM/GM signal-intensity ratio and compare it against cross-sectional area, the DTI metric fractional anisotropy, and magnetization transfer ratio in degenerative cervical myelopathy. MATERIALS AND METHODS Fifty-eight patients with degenerative cervical myelopathy and 40 healthy subjects underwent 3T MR imaging, covering C1-C7. Metrics were automatically extracted at maximally compressed and uncompressed rostral/caudal levels. Normalized metrics were compared with t tests, area under the curve, and logistic regression. Relationships with clinical measures were analyzed by using Pearson correlation and multiple linear regression. RESULTS The maximally compressed level cross-sectional area demonstrated superior differences (P = 1 × 10-13), diagnostic accuracy (area under the curve = 0.890), and univariate correlation with the modified Japanese Orthopedic Association score (0.66). T2*WI WM/GM showed strong differences (rostral: P = 8 × 10-7; maximally compressed level: P = 1 × 10-11; caudal: P = 1 × 10-4), correlations (modified Japanese Orthopedic Association score; rostral: -0.52; maximally compressed level: -0.59; caudal: -0.36), and diagnostic accuracy (rostral: 0.775; maximally compressed level: 0.860; caudal: 0.721), outperforming fractional anisotropy and magnetization transfer ratio in most comparisons and cross-sectional area at rostral/caudal levels. Rostral T2*WI WM/GM showed the strongest correlations with focal motor (-0.45) and sensory (-0.49) deficits and was the strongest independent predictor of the modified Japanese Orthopedic Association score (P = .01) and diagnosis (P = .02) in multivariate models (R2 = 0.59, P = 8 × 10-13; area under the curve = 0.954, respectively). CONCLUSIONS T2*WI WM/GM shows promise as a novel biomarker of WM injury. It detects damage in compressed and uncompressed regions and contributes substantially to multivariate models for diagnosis and correlation with impairment. Our multiparametric approach overcomes limitations of individual measures, having the potential to improve diagnostics, monitor progression, and predict outcomes.
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Affiliation(s)
- A R Martin
- From the Division of Neurosurgery, Department of Surgery (A.R.M., D.W.C., S.K.-R., L.T., A.N., H.G., M.G.F.)
| | - B De Leener
- Polytechnique Montreal (B.D.L., J.C.-A.), Montreal, Quebec, Canada
| | - J Cohen-Adad
- Polytechnique Montreal (B.D.L., J.C.-A.), Montreal, Quebec, Canada.,Functional Neuroimaging Unit (J.C.-A.), Centre de recherche de l'Institut universitaire de gériatrie de Montréal, Université de Montréal, Montreal, Quebec, Canada
| | - D W Cadotte
- From the Division of Neurosurgery, Department of Surgery (A.R.M., D.W.C., S.K.-R., L.T., A.N., H.G., M.G.F.)
| | - S Kalsi-Ryan
- From the Division of Neurosurgery, Department of Surgery (A.R.M., D.W.C., S.K.-R., L.T., A.N., H.G., M.G.F.)
| | - S F Lange
- University of Groningen (S.F.L.), Groningen, the Netherlands
| | - L Tetreault
- From the Division of Neurosurgery, Department of Surgery (A.R.M., D.W.C., S.K.-R., L.T., A.N., H.G., M.G.F.)
| | - A Nouri
- From the Division of Neurosurgery, Department of Surgery (A.R.M., D.W.C., S.K.-R., L.T., A.N., H.G., M.G.F.)
| | - A Crawley
- Department of Medical Imaging (A.C., D.J.M.), University of Toronto and the University Health Network, Toronto, Ontario, Canada
| | - D J Mikulis
- Department of Medical Imaging (A.C., D.J.M.), University of Toronto and the University Health Network, Toronto, Ontario, Canada
| | - H Ginsberg
- From the Division of Neurosurgery, Department of Surgery (A.R.M., D.W.C., S.K.-R., L.T., A.N., H.G., M.G.F.)
| | - M G Fehlings
- From the Division of Neurosurgery, Department of Surgery (A.R.M., D.W.C., S.K.-R., L.T., A.N., H.G., M.G.F.)
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25
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Martin AR, De Leener B, Cohen-Adad J, Aleksanderek I, Cadotte DW, Kalsi-Ryan S, Tetreault L, Crawley A, Ginsberg HJ, Fehlings MG. 163 Microstructural MRI Quantifies Tract-Specific Injury and Correlates With Global Disability and Focal Neurological Deficits in Degenerative Cervical Myelopathy. Neurosurgery 2016. [DOI: 10.1227/01.neu.0000489732.76982.7f] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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26
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Aleem I, Xu Y, Rampersaud YR, Pahuta M, St-Pierre GH, Crawford E, Zarrabian M, St-Pierre GH, Yang M, Scheer J, St-Pierre GH, Lou E, Malleck S, Soroceanu A, Soroceanu A, White B, Holtz KA, Fallah N, Noonan V, Finkelstein J, Rivers C, Tee J, Paquet J, Rutges J, Martin AR, Martin AR, Jack A, Malakoutian M, Kwon B, St-Pierre GH, Nater A, Versteeg A, Pahuta M, Fenton E, Nagoshi N, Tetreault L, Witiw C, Santaguida C, Aziz M, Khashan M, Tomkins-Lane C, Miyanji F, Johnson M, Tee J, Roffey DM, Evaniew N, Nouri A, Tetreault L, Arnold P, Tetreault L, Fehlings M, Wilson J, Smith JS, Charest-Morin R, Charest-Morin R, Marion T, Marion T, Kato S, Miyanji F, Enright A, Daly E, Fehlings M, Dakson A, Dakson A, Leck E, Khashan M, Abraham E, Manson N, Pahuta M, Duncan J, Ahmed A, Eck J, Rhee J, Currier B, Nassr A, Yen D, Johnson A, Bidos A, Schultz S, Fanti C, Young B, Drew B, Puskas D, Henry D, Frombach A, Mitera G, Coyle D, Werier J, Wai E, Hurlbert J, Ravinsky R, Bidos A, Rampersaud YR, Bidos A, Fanti C, Young B, Drew B, Puskas D, Rampersaud R, Yang M, Hurlbert J, Thomas K, St-Pierre GH, Duplessis S, Ailon T, Smith J, Shaffrey C, Klineberg E, Schwab F, Ames C, Yang M, Hurlbert J, Thomas K, Nataraj A, Zheng R, Hill D, Moreau M, Hedden D, Southon S, Johnson M, Goytan M, Passmore S, McIntosh G, Smith J, Lafage V, Klineberg E, Ailon T, Ames C, Shaffrey C, Gupta M, Kebaish K, Scubbia D, Hart R, Hostin R, Schwab F, Kelly M, Smith J, Scheer J, Lafage V, Protopsaltis T, Lafage R, Hostin R, Kebaish K, Gupta M, Hart R, Schwab F, Ames C, Dea N, Street J, Dvorak M, Lipson R, Noonan VK, Kwon BK, Mills PB, Noonan V, Shum J, Rivers C, Street J, Park SE, Chan E, Plashkes T, Dvorak M, Fallah N, Bedi M, Chan E, Rivers C, Street J, Plashkes T, Dvorak M, Noonan V, Fallah N, Ho C, Tsai E, Rivers C, Truchon C, Linassi AG, O’Connell C, Townson A, Ahn H, Drew B, Dvorak M, Fehlings MG, Schwartz C, Noreau L, Warner F, Noonan V, Fallah N, Fisher C, O’Connell C, Tsai E, Ahn H, Attabib N, Christie S, Drew B, Finkelstein J, Fourney D, Paquet J, Parent S, Kuerban D, Dvorak M, Paquet J, Noonan V, Kwon B, Tsai E, Christie S, Rivers C, Kuerban D, Ahn H, Attabib N, Bailey C, Drew B, Fehlings M, Finkelstein J, Fourney D, Hurlbert RJ, Parent S, Fisher C, Dvorak M, Noonan V, Kwon B, Tsai E, Christie S, Rivers C, Ahn H, Attabib N, Bailey C, Drew B, Fehlings M, Finkelstein J, Fourney D, Hurlbert RJ, Parent S, Kuerban D, Dvorak M, Kwon B, Dvorak M, Aleksanderek I, Cohen-Adad J, Cadotte DW, Kalsi-Ryan S, De Leener B, Wang J, Crawley A, Mikulis DJ, Ginsberg H, Fehlings MG, Aleksanderek I, Cohen-Adad J, Tarmohamed Z, Tetreault L, Smith N, Cadotte DW, Crawley A, Ginsberg H, Mikulis DJ, Fehlings MG, Nataraj A, Fouad K, Street J, Wilke HJ, Stavness I, Dvorak M, Fels S, Oxland T, Streijger F, Fallah N, Noonan V, Paquette S, Boyd M, Ailon T, Street J, Fisher C, Dvorak M, Hurlbert J, Fehlings M, Tetreault L, Kopjar B, Arnold P, Dekutoski M, Finkelstein J, Fisher C, France J, Gokaslan Z, Massicotte E, Rhines L, Rose P, Sahgal A, Schuster J, Vaccaro A, Dea N, Boriani S, Varga PP, Luzzati A, Fehlings M, Bilsky M, Rhines L, Reynolds J, Dekutoski M, Gokaslan Z, Germscheid N, Fisher C, van Walraven C, Coyle D, Werier J, Wai E, Mercier P, Bains I, Jacobs WB, Tetreault L, Nakashima H, Nouri A, Fehlings M, Kopjar B, Wilson J, Arnold P, Fehlings M, Tetreault L, Kopjar B, Massicotte E, Fehlings M, Fehlings M, Kopjar B, Arnold P, Defino H, Kale S, Yoon ST, Barbagallo G, Bartels R, Zhou Q, Vaccaro A, Johnson M, Passmore S, Goytan M, Glazebrook C, Golan J, McIntosh G, Barker J, Weber M, Hu R, Norden J, Sinha A, Smuck M, Desai S, Samdani AF, Shah SA, Asghar J, Yaszay B, Shufflebarger HL, Betz RR, Newton P, Passmore S, McCammon J, Goytan M, McIntosh G, Fisher C, Alfasi A, Hashem EL, Papineau GD, Kingwell SP, Wai EK, Belley-Côté EP, Fallah N, Noonan VK, Rivers CS, Dvorak MF, Tetreault L, Dalzell K, Zamorano JJ, Fehlings M, Shamji M, Rhee J, Wilson J, Andersson I, Dembek A, Pagarigan K, Dettori J, Fehlings M, Kopjar B, Tetreault L, Nakashima H, Fehlings M, Kopjar B, Arnold P, Kotter M, Fehlings M, Wilson J, Arnold P, Shaffrey C, Shamji M, Mroz T, Skelly A, Chapman J, Tetreault L, Aarabi B, Casha S, Jaglal S, Voth J, Yee A, Fehlings M, Klineberg E, Shaffrey CI, Lafage V, Schwab FJ, Protopsaltis T, Scheer JK, Ailon T, Ramachandran S, Daniels A, Mundis G, Gupta M, Deviren V, Ames CP, Street J, Stobart L, Ryerson CJ, Flexman A, Street J, Flexman A, Rivers C, Kuerban D, Cheng C, Noonan V, Dvorak M, Fisher C, Kwon B, Street J, Ailon T, Boyd M, Dvorak M, Fisher C, Kwon B, Paquette S, Street J, Lewis S, Reilly C, Shah SA, Clements DH, Samdani AF, Desai S, Lonner BS, Shufflebarger HL, Betz RR, Newton P, Johnson M, Passmore S, Goytan M, Manson N, Bigney E, Wagg K, Abraham E, Nater A, Tetreault L, Kopjar B, Arnold P, Dekutoski M, Finkelstein J, Fisher C, France J, Gokaslan Z, Massicotte E, Rhines L, Rose P, Sahgal A, Schuster J, Vaccaro A, Leck E, Christie S, Leck E, Christie S, Dakson A, Christie S, Weber M, McIntosh G, Barker J, Golan J, Wagg K, Armstrong M, Bigney E, Daly E, Manson N, Bigney E, Wagg K, Daly E, Abraham E, Perruccio A, Badley E, Rampersaud R. 2016 Canadian Spine Society Abstracts. Can J Surg 2016; 59:S39-63. [PMID: 27240290 DOI: 10.1503/cjs.006916] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
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Stroman PW, Khan HS, Bosma RL, Cotoi AI, Leung R, Cadotte DW, Fehlings MG. Changes in Pain Processing in the Spinal Cord and Brainstem after Spinal Cord Injury Characterized by Functional Magnetic Resonance Imaging. J Neurotrauma 2016; 33:1450-60. [PMID: 26801315 DOI: 10.1089/neu.2015.4257] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Traumatic spinal cord injury (SCI) has a number of devastating consequences, including high prevalence of chronic pain and altered pain sensitivity. The causes of altered pain states vary depending on the injury and are difficult to diagnose and treat. A better understanding of pain mechanisms after SCI is expected to lead to better diagnostic capabilities and improved treatments. We therefore applied functional magnetic resonance imaging (fMRI) of the brainstem and spinal cord in a group of participants with previous traumatic SCI to characterize changes in pain processing as a result of their injuries. The same thermal stimulus was applied to the medial palm (C8 dermatome) as a series of repeated brief noxious thermal pulses in a group of 16 participants with a cervical (n = 14) and upper thoracic (n = 2) injuries. Functional MRI of the brainstem and spinal cord was used to determine the neuronal activity evoked by the noxious stimulation, and connectivity between regions was characterized with structural equation modeling (SEM). The results show that pain ratings, the location and magnitude of blood oxygenation-level dependent fMRI results, and connectivity assessed with SEM varied widely across participants. However, the results varied in relation to the perceived pain and the level/severity of injuries, particularly in terms of hypothalamus connectivity with other regions, and descending modulation via the periaqueductal gray matter-rostral ventromedial medulla-cord pathway. The results, therefore, appear to provide sensitive indicators of each individual's pain response, and information about the mechanisms of altered pain sensitivity. The ability to characterize changes in pain processing in individuals with SCI represents a significant technological advance.
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Affiliation(s)
- Patrick W Stroman
- 1 Centre for Neuroscience Studies, Queen's University , Kingston, Ontario, Canada
| | - Hamza S Khan
- 1 Centre for Neuroscience Studies, Queen's University , Kingston, Ontario, Canada
| | - Rachel L Bosma
- 1 Centre for Neuroscience Studies, Queen's University , Kingston, Ontario, Canada
| | - Andrea I Cotoi
- 1 Centre for Neuroscience Studies, Queen's University , Kingston, Ontario, Canada
| | - Roxanne Leung
- 1 Centre for Neuroscience Studies, Queen's University , Kingston, Ontario, Canada
| | - David W Cadotte
- 2 Department of Neurosurgery, University Health Network, Toronto Western Hospital , Toronto, Ontario, Canada
| | - Michael G Fehlings
- 2 Department of Neurosurgery, University Health Network, Toronto Western Hospital , Toronto, Ontario, Canada
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Martin AR, Aleksanderek I, Cohen-Adad J, Tarmohamed Z, Tetreault L, Smith N, Cadotte DW, Crawley A, Ginsberg H, Mikulis DJ, Fehlings MG. Translating state-of-the-art spinal cord MRI techniques to clinical use: A systematic review of clinical studies utilizing DTI, MT, MWF, MRS, and fMRI. Neuroimage Clin 2015; 10:192-238. [PMID: 26862478 PMCID: PMC4708075 DOI: 10.1016/j.nicl.2015.11.019] [Citation(s) in RCA: 150] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2015] [Revised: 10/23/2015] [Accepted: 11/27/2015] [Indexed: 12/12/2022]
Abstract
BACKGROUND A recent meeting of international imaging experts sponsored by the International Spinal Research Trust (ISRT) and the Wings for Life Foundation identified 5 state-of-the-art MRI techniques with potential to transform the field of spinal cord imaging by elucidating elements of the microstructure and function: diffusion tensor imaging (DTI), magnetization transfer (MT), myelin water fraction (MWF), MR spectroscopy (MRS), and functional MRI (fMRI). However, the progress toward clinical translation of these techniques has not been established. METHODS A systematic review of the English literature was conducted using MEDLINE, MEDLINE-in-Progress, Embase, and Cochrane databases to identify all human studies that investigated utility, in terms of diagnosis, correlation with disability, and prediction of outcomes, of these promising techniques in pathologies affecting the spinal cord. Data regarding study design, subject characteristics, MRI methods, clinical measures of impairment, and analysis techniques were extracted and tabulated to identify trends and commonalities. The studies were assessed for risk of bias, and the overall quality of evidence was assessed for each specific finding using the Grading of Recommendations Assessment, Development and Evaluation (GRADE) framework. RESULTS A total of 6597 unique citations were identified in the database search, and after full-text review of 274 articles, a total of 104 relevant studies were identified for final inclusion (97% from the initial database search). Among these, 69 studies utilized DTI and 25 used MT, with both techniques showing an increased number of publications in recent years. The review also identified 1 MWF study, 11 MRS studies, and 8 fMRI studies. Most of the studies were exploratory in nature, lacking a priori hypotheses and showing a high (72%) or moderately high (20%) risk of bias, due to issues with study design, acquisition techniques, and analysis methods. The acquisitions for each technique varied widely across studies, rendering direct comparisons of metrics invalid. The DTI metric fractional anisotropy (FA) had the strongest evidence of utility, with moderate quality evidence for its use as a biomarker showing correlation with disability in several clinical pathologies, and a low level of evidence that it identifies tissue injury (in terms of group differences) compared with healthy controls. However, insufficient evidence exists to determine its utility as a sensitive and specific diagnostic test or as a tool to predict clinical outcomes. Very low quality evidence suggests that other metrics also show group differences compared with controls, including DTI metrics mean diffusivity (MD) and radial diffusivity (RD), the diffusional kurtosis imaging (DKI) metric mean kurtosis (MK), MT metrics MT ratio (MTR) and MT cerebrospinal fluid ratio (MTCSF), and the MRS metric of N-acetylaspartate (NAA) concentration, although these results were somewhat inconsistent. CONCLUSIONS State-of-the-art spinal cord MRI techniques are emerging with great potential to improve the diagnosis and management of various spinal pathologies, but the current body of evidence has only showed limited clinical utility to date. Among these imaging tools DTI is the most mature, but further work is necessary to standardize and validate its use before it will be adopted in the clinical realm. Large, well-designed studies with a priori hypotheses, standardized acquisition methods, detailed clinical data collection, and robust automated analysis techniques are needed to fully demonstrate the potential of these rapidly evolving techniques.
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Affiliation(s)
- Allan R Martin
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Izabela Aleksanderek
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | | | | | - Lindsay Tetreault
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | | | - David W Cadotte
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Adrian Crawley
- Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada
| | - Howard Ginsberg
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - David J Mikulis
- Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada
| | - Michael G Fehlings
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
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Cadotte A, Cadotte DW, Livne M, Cohen-Adad J, Fleet D, Mikulis D, Fehlings MG. Spinal Cord Segmentation by One Dimensional Normalized Template Matching: A Novel, Quantitative Technique to Analyze Advanced Magnetic Resonance Imaging Data. PLoS One 2015; 10:e0139323. [PMID: 26445367 PMCID: PMC4596853 DOI: 10.1371/journal.pone.0139323] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2015] [Accepted: 09/10/2015] [Indexed: 11/18/2022] Open
Abstract
Spinal cord segmentation is a developing area of research intended to aid the processing and interpretation of advanced magnetic resonance imaging (MRI). For example, high resolution three-dimensional volumes can be segmented to provide a measurement of spinal cord atrophy. Spinal cord segmentation is difficult due to the variety of MRI contrasts and the variation in human anatomy. In this study we propose a new method of spinal cord segmentation based on one-dimensional template matching and provide several metrics that can be used to compare with other segmentation methods. A set of ground-truth data from 10 subjects was manually-segmented by two different raters. These ground truth data formed the basis of the segmentation algorithm. A user was required to manually initialize the spinal cord center-line on new images, taking less than one minute. Template matching was used to segment the new cord and a refined center line was calculated based on multiple centroids within the segmentation. Arc distances down the spinal cord and cross-sectional areas were calculated. Inter-rater validation was performed by comparing two manual raters (n = 10). Semi-automatic validation was performed by comparing the two manual raters to the semi-automatic method (n = 10). Comparing the semi-automatic method to one of the raters yielded a Dice coefficient of 0.91 +/- 0.02 for ten subjects, a mean distance between spinal cord center lines of 0.32 +/- 0.08 mm, and a Hausdorff distance of 1.82 +/- 0.33 mm. The absolute variation in cross-sectional area was comparable for the semi-automatic method versus manual segmentation when compared to inter-rater manual segmentation. The results demonstrate that this novel segmentation method performs as well as a manual rater for most segmentation metrics. It offers a new approach to study spinal cord disease and to quantitatively track changes within the spinal cord in an individual case and across cohorts of subjects.
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Affiliation(s)
- Adam Cadotte
- Department of Surgery, Division of Neurosurgery, University of Toronto, Toronto, Ontario, Canada
| | - David W. Cadotte
- Department of Surgery, Division of Neurosurgery, University of Toronto, Toronto, Ontario, Canada
- Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Micha Livne
- Department of Computer Science, University of Toronto, Toronto, Ontario, Canada
| | - Julien Cohen-Adad
- Institute of Biomedical Engineering, Ecole Polytechnique de Montréal, Montreal, Quebec, Canada
- Functional Neuroimaging Unit, CRIUGM, Université de Montréal, Montreal, Quebec, Canada
| | - David Fleet
- Department of Computer Science, University of Toronto, Toronto, Ontario, Canada
| | - David Mikulis
- Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
- Department of Medical Imaging, Division of Neuroradiology, University of Toronto, Toronto, Ontario, Canada
| | - Michael G. Fehlings
- Department of Surgery, Division of Neurosurgery, University of Toronto, Toronto, Ontario, Canada
- Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
- University of Toronto Spine Program, University of Toronto, Toronto, Ontario, Canada
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Ghobrial GM, Cadotte DW, Williams K, Fehlings MG, Harrop JS. Complications from the use of intrawound vancomycin in lumbar spinal surgery: a systematic review. Neurosurg Focus 2015; 39:E11. [DOI: 10.3171/2015.7.focus15258] [Citation(s) in RCA: 94] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECT
The use of intrawound vancomycin is rapidly being adopted for the prevention of surgical site infection (SSI) in spinal surgery. At operative closure, the placement of vancomycin powder in the wound bed—in addition to standard infection prophylaxis—can provide high concentrations of antibiotics with minimal systemic absorption. However, despite its popularity, to date the majority of studies on intrawound vancomycin are retrospective, and there are no prior reports highlighting the risks of routine treatment.
METHODS
A MEDLINE search for pertinent literature was conducted for studies published between 1966 and May 2015 using the following MeSH search terms: “intrawound vancomycin,” “operative lumbar spine complications,” and “nonoperative lumbar spine complications.” This was supplemented with references and known literature on the topic.
RESULTS
An advanced MEDLINE search conducted on May 6, 2015, using the search string “intrawound vancomycin” found 22 results. After a review of all abstracts for relevance to intrawound vancomycin use in spinal surgery, 10 studies were reviewed in detail. Three meta-analyses were evaluated from the initial search, and 2 clinical studies were identified. After an analysis of all of the identified manuscripts, 3 additional studies were included for a total of 16 studies. Fourteen retrospective studies and 2 prospective studies were identified, resulting in a total of 9721 patients. A total of 6701 (68.9%) patients underwent treatment with intrawound vancomycin. The mean SSI rate among the control and vancomycin-treated patients was 7.47% and 1.36%, respectively. There were a total of 23 adverse events: nephropathy (1 patient), ototoxicity resulting in transient hearing loss (2 patients), systemic absorption resulting in supratherapeutic vancomycin exposure (1 patient), and culture-negative seroma formation (19 patients). The overall adverse event rate for the total number of treated patients was 0.3%.
CONCLUSIONS
Intrawound vancomycin use appears to be safe and effective for reducing postoperative SSIs with a low rate of morbidity. Study disparities and limitations in size, patient populations, designs, and outcomes measures contribute significant bias that could not be fully rectified by this systematic review. Moreover, care should be exercised in the use of intrawound vancomycin due to the lack of well-designed, prospective studies that evaluate the efficacy of vancomycin and include the appropriate systems to capture drug-related complications.
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Affiliation(s)
- George M. Ghobrial
- 1Department of Neurological Surgery, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania; and
| | - David W. Cadotte
- 2Department of Neurological Surgery, University of Toronto, Ontario, Canada
| | - Kim Williams
- 1Department of Neurological Surgery, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania; and
| | | | - James S. Harrop
- 1Department of Neurological Surgery, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania; and
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Ibrahim GM, Cadotte DW, Bernstein M. A framework for the monitoring and evaluation of international surgical initiatives in low- and middle-income countries. PLoS One 2015; 10:e0120368. [PMID: 25821970 PMCID: PMC4379101 DOI: 10.1371/journal.pone.0120368] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2014] [Accepted: 01/21/2015] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND An estimated two billion people worldwide lack adequate access to surgical care. To address this humanitarian emergency, an increasing number of international surgical partnerships are emerging between developed and low- and middle-income countries (LMICs). At present, there are no clear indicators that may be used to assess the effectiveness of such initiatives. STUDY DESIGN We conducted an international qualitative study of 31 surgeons from developed and LMICs involved in international partnerships across a variety of subspecialties. Thematic analysis and grounded theory were applied in order to develop a practical framework that may be applied to monitor and evaluate global surgical initiatives. RESULTS Several themes emerged from the study: (i) there is a large unmet need to establish and maintain prospective databases in LMICs to inform the monitoring and evaluation of international surgical partnerships; (ii) assessment of initiatives must occur longitudinally over the span of several years; (ii) the domains of assessment are contextual and encompass cultural, institutional and regional factors; and (iv) evaluation strategies should explore broader impact within the community and country. Based on thematic analysis within the domains of inputs, outputs and outcomes, a framework for the monitoring and evaluation of international surgical initiatives, the Framework for the Assessment of InteRNational Surgical Success (FAIRNeSS) is proposed. CONCLUSIONS In response to the increasing number of surgical partnerships between developed and LMICs, we propose a framework to monitor and evaluate international surgical initiatives.
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Affiliation(s)
- George M. Ibrahim
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada
| | - David W. Cadotte
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Mark Bernstein
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
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Farooq H, Genis H, Alarcon J, Vuong B, Jivraj J, Yang VXD, Cohen-Adad J, Fehlings MG, Cadotte DW. High-resolution imaging of the central nervous system: how novel imaging methods combined with navigation strategies will advance patient care. Prog Brain Res 2015; 218:55-78. [PMID: 25890132 DOI: 10.1016/bs.pbr.2014.12.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
This narrative review captures a subset of recent advances in imaging of the central nervous system. First, we focus on improvements in the spatial and temporal profile afforded by optical coherence tomography, fluorescence-guided surgery, and Coherent Anti-Stokes Raman Scattering Microscopy. Next, we highlight advances in the generation and uses of imaging-based atlases and discuss how this will be applied to specific clinical situations. To conclude, we discuss how these and other imaging tools will be combined with neuronavigation techniques to guide surgeons in the operating room. Collectively, this work aims to highlight emerging biomedical imaging strategies that hold potential to be a valuable tool for both clinicians and researchers in the years to come.
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Affiliation(s)
- Hamza Farooq
- Biophotonics and Bioengineering Laboratory, Department of Electrical and Computer Engineering, Ryerson University, Toronto, ON, Canada
| | - Helen Genis
- Biophotonics and Bioengineering Laboratory, Department of Electrical and Computer Engineering, Ryerson University, Toronto, ON, Canada
| | - Joseph Alarcon
- Biophotonics and Bioengineering Laboratory, Department of Electrical and Computer Engineering, Ryerson University, Toronto, ON, Canada
| | - Barry Vuong
- Biophotonics and Bioengineering Laboratory, Department of Electrical and Computer Engineering, Ryerson University, Toronto, ON, Canada
| | - Jamil Jivraj
- Biophotonics and Bioengineering Laboratory, Department of Electrical and Computer Engineering, Ryerson University, Toronto, ON, Canada
| | - Victor X D Yang
- Biophotonics and Bioengineering Laboratory, Department of Electrical and Computer Engineering, Ryerson University, Toronto, ON, Canada; Physical Science-Brain Sciences Research Program, Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada; Division of Neurosurgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada; Division of Neurosurgery, Department of Surgery, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Julien Cohen-Adad
- Institute of Biomedical Engineering, Ecole Polytechnique de Montréal, SensoriMotor Rehabilitation Research Team of the Canadian Institute of Health Research, Montreal, QC, Canada
| | - Michael G Fehlings
- Division of Neurosurgery, Department of Surgery, Faculty of Medicine, University of Toronto, Toronto, ON, Canada; Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - David W Cadotte
- Division of Neurosurgery, Department of Surgery, Faculty of Medicine, University of Toronto, Toronto, ON, Canada; Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
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Mansouri A, Chan V, Njaramba V, Cadotte DW, Albright AL, Bernstein M. Sources of delayed provision of neurosurgical care in a rural kenyan setting. Surg Neurol Int 2015; 6:32. [PMID: 25745587 PMCID: PMC4348798 DOI: 10.4103/2152-7806.152141] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2014] [Accepted: 11/30/2014] [Indexed: 11/04/2022] Open
Abstract
BACKGROUND Delay to neurosurgical care can result in significant morbidity and mortality. In this study, we aim to identify and quantify the sources of delay to neurosurgical consultation and care at a rural setting in Kenya. METHODS A mixed-methods, cross-sectional analysis of all patients admitted to the neurosurgical department at Kijabe Hospital (KH) was conducted: A retrospective analysis of admissions from October 1 to December 31, 2013 and a prospective analysis from June 2 to June 20, 2014. Sources of delay were categorized and quantified. The Kruskal-Wallis test was used to identify an overall significant difference among diagnoses. The Mann-Whitney U test was used for pairwise comparisons within groups; the Bonferroni correction was applied to the alpha level of significance (0.05) according to the number of comparisons conducted. IBM SPSS version 22.0 (SPSS, Chicago, IL) was used for statistical analyses. RESULTS A total of 332 admissions were reviewed (237 retrospective, 95 prospective). The majority was pediatric admissions (median age: 3 months). Hydrocephalus (35%) and neural tube defects (NTDs; 27%) were most common. At least one source of delay was identified in 192 cases (58%); 39 (12%) were affected by multiple sources. Delay in primary care (PCPs), in isolation or combined with other sources, comprised 137 of total (71%); misdiagnosis or incorrect management comprised 46 (34%) of these. Finances contributed to delays in 25 of 95 prospective cases. At a median delay of 49 and 200.5 days, the diagnoses of hydrocephalus and tumors were associated with a significantly longer delay compared with NTDs (P < 0.001). CONCLUSION A substantial proportion of patients experienced delays in procuring pediatric neurosurgical care. Improvement in PCP knowledge base, implementation of a triage and referral process, and development of community-based funding strategies can potentially reduce these delays.
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Affiliation(s)
- Alireza Mansouri
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Hamilton, Canada ; Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Hamilton, Canada ; Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, Canada
| | - Vivien Chan
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Hamilton, Canada
| | | | - David W Cadotte
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Hamilton, Canada ; Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Hamilton, Canada
| | - A Leland Albright
- Department of Neurosurgery, AIC Kijabe Hospital, Kijabe, Kenya ; University of Wisconsin Health Center, Wisconsin, USA
| | - Mark Bernstein
- Division of Neurosurgery, Toronto Western Hospital, University Health Network, Hamilton, Canada ; Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Hamilton, Canada ; The Greg Wilkins-Barrick Chair in International Surgery, Canada
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Cadotte DW, Cadotte A, Cohen-Adad J, Fleet D, Livne M, Wilson JR, Mikulis D, Nugaeva N, Fehlings MG. Characterizing the location of spinal and vertebral levels in the human cervical spinal cord. AJNR Am J Neuroradiol 2014; 36:803-10. [PMID: 25523587 DOI: 10.3174/ajnr.a4192] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2014] [Accepted: 10/01/2014] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Advanced MR imaging techniques are critical to understanding the pathophysiology of conditions involving the spinal cord. We provide a novel, quantitative solution to map vertebral and spinal cord levels accounting for anatomic variability within the human spinal cord. For the first time, we report a population distribution of the segmental anatomy of the cervical spinal cord that has direct implications for the interpretation of advanced imaging studies most often conducted across groups of subjects. MATERIALS AND METHODS Twenty healthy volunteers underwent a T2-weighted, 3T MRI of the cervical spinal cord. Two experts marked the C3-C8 cervical nerve rootlets, C3-C7 vertebral bodies, and pontomedullary junction. A semiautomated algorithm was used to locate the centerline of the spinal cord and measure rostral-caudal distances from a fixed point in the brain stem, the pontomedullary junction, to each of the spinal rootlets and vertebral bodies. Distances to each location were compared across subjects. Six volunteers had 2 additional scans in neck flexion and extension to measure the effects of patient positioning in the scanner. RESULTS We demonstrated that substantial variation exists in the rostral-caudal position of spinal cord segments among individuals and that prior methods of predicting spinal segments are imprecise. We also show that neck flexion or extension has little effect on the relative location of vertebral-versus-spinal levels. CONCLUSIONS Accounting for spinal level variation is lacking in existing imaging studies. Future studies should account for this variation for accurate interpretation of the neuroanatomic origin of acquired MR signals.
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Affiliation(s)
- D W Cadotte
- From the Department of Surgery, Division of Neurosurgery (D.W.C., A.C., J.R.W., M.G.F.) Toronto Western Hospital (D.W.C., D.M., N.N., M.G.F.), University Health Network, Toronto, Ontario, Canada
| | - A Cadotte
- From the Department of Surgery, Division of Neurosurgery (D.W.C., A.C., J.R.W., M.G.F.)
| | - J Cohen-Adad
- Institute of Biomedical Engineering (J.C.-A.), Ecole Polytechnique de Montréal, Montreal, Quebec, Canada
| | - D Fleet
- Department of Computer Science (D.F., M.L.)
| | - M Livne
- Department of Computer Science (D.F., M.L.)
| | - J R Wilson
- From the Department of Surgery, Division of Neurosurgery (D.W.C., A.C., J.R.W., M.G.F.)
| | - D Mikulis
- Department of Medical Imaging, Division of Neuroradiology (D.M.), University of Toronto, Toronto, Ontario, Canada Toronto Western Hospital (D.W.C., D.M., N.N., M.G.F.), University Health Network, Toronto, Ontario, Canada
| | - N Nugaeva
- Toronto Western Hospital (D.W.C., D.M., N.N., M.G.F.), University Health Network, Toronto, Ontario, Canada
| | - M G Fehlings
- From the Department of Surgery, Division of Neurosurgery (D.W.C., A.C., J.R.W., M.G.F.) Toronto Western Hospital (D.W.C., D.M., N.N., M.G.F.), University Health Network, Toronto, Ontario, Canada
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Cadotte DW, Sedney C, Djimbaye H, Bernstein M. A Qualitative Assessment of the Benefits and Challenges of International Neurosurgical Teaching Collaboration in Ethiopia. World Neurosurg 2014; 82:980-6. [DOI: 10.1016/j.wneu.2014.09.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2014] [Revised: 08/17/2014] [Accepted: 09/03/2014] [Indexed: 11/27/2022]
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Cadotte DW, Cohen-Adad J, Fehlings MG. Visualizing Integrative Functioning in the Human Brainstem and Spinal Cord With Spinal Functional Magnetic Resonance Imaging. Neurosurgery 2013; 60 Suppl 1:102-9. [DOI: 10.1227/01.neu.0000430767.87725.95] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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Wheeler-Kingshott CA, Stroman PW, Schwab JM, Bacon M, Bosma R, Brooks J, Cadotte DW, Carlstedt T, Ciccarelli O, Cohen-Adad J, Curt A, Evangelou N, Fehlings MG, Filippi M, Kelley BJ, Kollias S, Mackay A, Porro CA, Smith S, Strittmatter SM, Summers P, Thompson AJ, Tracey I. The current state-of-the-art of spinal cord imaging: applications. Neuroimage 2013; 84:1082-93. [PMID: 23859923 DOI: 10.1016/j.neuroimage.2013.07.014] [Citation(s) in RCA: 155] [Impact Index Per Article: 14.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2013] [Revised: 06/30/2013] [Accepted: 07/04/2013] [Indexed: 12/14/2022] Open
Abstract
A first-ever spinal cord imaging meeting was sponsored by the International Spinal Research Trust and the Wings for Life Foundation with the aim of identifying the current state-of-the-art of spinal cord imaging, the current greatest challenges, and greatest needs for future development. This meeting was attended by a small group of invited experts spanning all aspects of spinal cord imaging from basic research to clinical practice. The greatest current challenges for spinal cord imaging were identified as arising from the imaging environment itself; difficult imaging environment created by the bone surrounding the spinal canal, physiological motion of the cord and adjacent tissues, and small crosssectional dimensions of the spinal cord, exacerbated by metallic implants often present in injured patients. Challenges were also identified as a result of a lack of "critical mass" of researchers taking on the development of spinal cord imaging, affecting both the rate of progress in the field, and the demand for equipment and software to manufacturers to produce the necessary tools. Here we define the current state-of-the-art of spinal cord imaging, discuss the underlying theory and challenges, and present the evidence for the current and potential power of these methods. In two review papers (part I and part II), we propose that the challenges can be overcome with advances in methods, improving availability and effectiveness of methods, and linking existing researchers to create the necessary scientific and clinical network to advance the rate of progress and impact of the research.
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Affiliation(s)
- C A Wheeler-Kingshott
- NMR Research Unit, Queen Square MS Centre, UCL Institute of Neurology, London, England, UK.
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Affiliation(s)
- David W Cadotte
- Krembil Neuroscience Centre, Spinal Program, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada M5T 2S8; Department of Surgery, Division of Neurosurgery, University of Toronto, Toronto, Ontario, Canada M5T 2S8
| | - Michael G Fehlings
- Krembil Neuroscience Centre, Spinal Program, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada M5T 2S8; Department of Surgery, Division of Neurosurgery, University of Toronto, Toronto, Ontario, Canada M5T 2S8.
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Cadotte DW, Blankstein M, Bekele A, Dessalegn S, Pain C, Derbew M, Bernstein M, Howard A. Establishing a surgical partnership between Addis Ababa, Ethiopia, and Toronto, Canada. Can J Surg 2013; 56:E19-23. [PMID: 23706853 PMCID: PMC3672439 DOI: 10.1503/cjs.027011] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/29/2012] [Indexed: 11/01/2022] Open
Abstract
BACKGROUND Academic partnerships between high- and low/middle-income countries can improve the quality of surgical education and health care delivery in each setting. We report the perceived needs related to collaborative surgical education in a resource-limited setting. METHODS We used qualitative methods to elicit the opinions of surgical faculty members and surgical residents and quantitative methods to outline surgical procedure type and volume. RESULTS Ethiopian faculty members identified the management of trauma and emergency surgical care as a priority. They identified supervision in the operating room (OR), topic-specific lectures and supervising resident assessments in the clinic as appropriate roles for partners. Residents were in agreement with faculty members, highlighting a desire for supervision in the OR and topic-specific lectures. CONCLUSION We present specific experiences and needs of a surgical teaching unit in a low-income country, paving the way to form a meaningful and responsive relationship between 2 surgical departments in 2 universities.
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Affiliation(s)
- David W. Cadotte
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ont
| | - Michael Blankstein
- Division of Orthopedic Surgery, Department of Surgery, University of Toronto, Toronto, Ont
| | - Abebe Bekele
- Division of General Surgery Department of Surgery, Addis Ababa University, Toronto, Ont
| | - Selamu Dessalegn
- Department of Orthopedic Surgery, Addis Ababa University, Toronto, Ont
| | - Clare Pain
- Department of Psychiatry, University of Toronto, Toronto, Ont
| | - Miliard Derbew
- Division of General Surgery Department of Surgery, Addis Ababa University, Toronto, Ont
| | - Mark Bernstein
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ont
| | - Andrew Howard
- Division of Orthopedic Surgery, Department of Surgery, University of Toronto, Toronto, Ont
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Mahmud MS, Cadotte DW, Vuong B, Sun C, Luk TWH, Mariampillai A, Yang VXD. Review of speckle and phase variance optical coherence tomography to visualize microvascular networks. J Biomed Opt 2013; 18:50901. [PMID: 23616094 DOI: 10.1117/1.jbo.18.5.050901] [Citation(s) in RCA: 119] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
High-resolution mapping of microvasculature has been applied to diverse body systems, including the retinal and choroidal vasculature, cardiac vasculature, the central nervous system, and various tumor models. Many imaging techniques have been developed to address specific research questions, and each has its own merits and drawbacks. Understanding, optimization, and proper implementation of these imaging techniques can significantly improve the data obtained along the spectrum of unique research projects to obtain diagnostic clinical information. We describe the recently developed algorithms and applications of two general classes of microvascular imaging techniques: speckle-variance and phase-variance optical coherence tomography (OCT). We compare and contrast their performance with Doppler OCT and optical microangiography. In addition, we highlight ongoing work in the development of variance-based techniques to further refine the characterization of microvascular networks.
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Affiliation(s)
- Mohammad Sultan Mahmud
- Ryerson University, Department of Electrical and Computer Engineering, 350 Victoria Street, Toronto, Ontario M5B 2K3, Canada
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Wilson JR, Cadotte DW, Fehlings MG. Clinical predictors of neurological outcome, functional status, and survival after traumatic spinal cord injury: a systematic review. J Neurosurg Spine 2013; 17:11-26. [PMID: 22985366 DOI: 10.3171/2012.4.aospine1245] [Citation(s) in RCA: 124] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECT The object of this study was to identify, by means of a systematic review of the literature, the acute clinical predictors of neurological outcome, functional outcome, and survival after traumatic spinal cord injury (SCI). METHODS A comprehensive computerized literature review search was performed, using MEDLINE, PubMed, EMBASE, CINAHL, and the Cochrane Database of Systematic Reviews. Selected articles were classified according to their level of evidence. Articles were then stratified into one of 3 domains depending on whether the primary focus was clinical prediction of 1) neurological outcome, 2) functional status, or 3) survival. For each study selected, clinical predictors related to patient demographic characteristics, injury mechanism, or neurological examination findings were extracted, and the individual relationship to outcome was defined. RESULTS The initial search resulted in 376 citations. After application of the inclusion and exclusion criteria and study review, 51 relevant articles were identified and graded. Of these, 25 provided predictors for neurological outcome, 22 for functional outcome, and 15 for survival, with several of the articles providing information on more than one type of outcome. All of the included studies were designated as providing Class I, II, or III levels of evidence. The severity of neurological injury (as measured by admission Americal Spinal Injury Association Impairment Scale grade, Frankel grade, or injury completeness), level of injury, and the presence of a zone of partial preservation were consistent predictors of neurological outcome. Severity of neurological injury, level of injury, reflex pattern, and age were consistent predictors of functional outcome. Finally, severity of neurological injury, level of injury, age, and the presence of multisystem trauma seen with higher-energy injury mechanisms were consistent predictors of survival. CONCLUSIONS On the basis on this review, the authors have identified a constellation of acute clinical features that may help to define an individual's profile for recovery and survival after SCI. This study will help to facilitate communication in the clinical realm and assist in classifying subsets of patients within future clinical studies.
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Affiliation(s)
- Jefferson R Wilson
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
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Cadotte DW, Bosma R, Mikulis D, Nugaeva N, Smith K, Pokrupa R, Islam O, Stroman PW, Fehlings MG. Plasticity of the injured human spinal cord: insights revealed by spinal cord functional MRI. PLoS One 2012; 7:e45560. [PMID: 23029097 PMCID: PMC3446947 DOI: 10.1371/journal.pone.0045560] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2012] [Accepted: 08/20/2012] [Indexed: 12/14/2022] Open
Abstract
Introduction While numerous studies have documented evidence for plasticity of the human brain there is little evidence that the human spinal cord can change after injury. Here, we employ a novel spinal fMRI design where we stimulate normal and abnormal sensory dermatomes in persons with traumatic spinal cord injury and perform a connectivity analysis to understand how spinal networks process information. Methods Spinal fMRI data was collected at 3 Tesla at two institutions from 38 individuals using the standard SEEP functional MR imaging techniques. Thermal stimulation was applied to four dermatomes in an interleaved timing pattern during each fMRI acquisition. SCI patients were stimulated in dermatomes both above (normal sensation) and below the level of their injury. Sub-group analysis was performed on healthy controls (n = 20), complete SCI (n = 3), incomplete SCI (n = 9) and SCI patients who recovered full function (n = 6). Results Patients with chronic incomplete SCI, when stimulated in a dermatome of normal sensation, showed an increased number of active voxels relative to controls (p = 0.025). There was an inverse relationship between the degree of sensory impairment and the number of active voxels in the region of the spinal cord corresponding to that dermatome of abnormal sensation (R2 = 0.93, p<0.001). Lastly, a connectivity analysis demonstrated a significantly increased number of intraspinal connections in incomplete SCI patients relative to controls suggesting altered processing of afferent sensory signals. Conclusions In this work we demonstrate the use of spinal fMRI to investigate changes in spinal processing of somatosensory information in the human spinal cord. We provide evidence for plasticity of the human spinal cord after traumatic injury based on an increase in the average number of active voxels in dermatomes of normal sensation in chronic SCI patients and an increased number of intraspinal connections in incomplete SCI patients relative to healthy controls.
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Affiliation(s)
- David W. Cadotte
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
- Department of Surgery, Division of Neurosurgery, Toronto Western Hospital, Toronto, Ontario, Canada
- Krembil Neuroscience Centre, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Rachael Bosma
- Centre for Neuroscience Studies, Queen’s University, Kingston, Ontario, Canada
| | - David Mikulis
- Department of Radiology, Division of Neuroradiology, Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Natalia Nugaeva
- Krembil Neuroscience Centre, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Karen Smith
- Providence Health Care, Spinal Rehabilitation Unit, Kingston, Ontario, Canada
| | - Ronald Pokrupa
- Division of Neurosurgery, Kingston General Hospital, Queen’s University, Kingston, Ontario, Canada
| | - Omar Islam
- Department of Radiology, Division of Neuroradiology and Head & Neck Imaging, Kingston General and Hotel Dieu Hospitals, Queen’s University, Kingston, Ontario, Canada
| | - Patrick W. Stroman
- Centre for Neuroscience Studies, Queen’s University, Kingston, Ontario, Canada
- Departments of Diagnostic Radiology and Physics, Queen’s University, Kingston, Ontario, Canada
| | - Michael G. Fehlings
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
- Department of Surgery, Division of Neurosurgery, Toronto Western Hospital, Toronto, Ontario, Canada
- Krembil Neuroscience Centre, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
- Division of Genetics and Development, Toronto Western Research Institute, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
- * E-mail:
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Cadotte DW, Stroman PW, Mikulis D, Fehlings MG. A systematic review of spinal fMRI research: outlining the elements of experimental design. J Neurosurg Spine 2012; 17:102-18. [DOI: 10.3171/2012.5.aospine1278] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Object
Since the first published report of spinal functional MRI (fMRI) in humans in 1996, this body of literature has grown substantially. In the present article, the authors systematically review all spinal fMRI studies conducted in healthy individuals with a focus on the different motor and sensory paradigms used and the results acquired.
Methods
The authors conducted a systematic search of MEDLINE for literature published from 1990 through November 2011 reporting on stimulation paradigms used to assess spinal fMRI scans in healthy individuals.
Results
They identified 19 peer-reviewed studies from 1996 to the present in which a combination of different spinal fMRI methods were used to investigate the spinal cord in healthy individuals. Eight of the studies used a motor stimulation paradigm, 10 used a sensory stimulation paradigm, and 1 compared motor and sensory stimulation paradigms.
Conclusions
Despite differences in the results of various studies, even when similar stimulation paradigms were used, this body of literature underscores that spinal fMRI signals can be obtained from the human spinal cord. The authors intend this review to serve as an introduction to spinal fMRI research and what it may offer the field of spinal cord injury research.
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Affiliation(s)
- David W. Cadotte
- 1Division of Neuroscience, Division of Neurosurgery, and Institute of Medical Science, University of Toronto
| | - Patrick W. Stroman
- 2Departments of Diagnostic Radiology and Physics, Queen's University, Kingston
| | - David Mikulis
- 3Division of Brain Imaging and Behaviour Systems, Neuroscience, Toronto Western Research Institute, Toronto Western Hospital; and
| | - Michael G. Fehlings
- 4Department of Surgery, University of Toronto and Krembil Neuroscience Centre, University Health Network, Toronto, Ontario, Canada
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Cadotte DW, Stroman P, Bosma R, Mikulis DJ, Nugaeva N, Fehlings MG. 144 Visualizing Plasticity and Altered Neuronal Signaling in the Injured Human Spinal Cord with fMRI. Neurosurgery 2012. [DOI: 10.1227/01.neu.0000417734.16924.ec] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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Lee KKC, Mariampillai A, Yu JXZ, Cadotte DW, Wilson BC, Standish BA, Yang VXD. Real-time speckle variance swept-source optical coherence tomography using a graphics processing unit. Biomed Opt Express 2012; 3:1557-64. [PMID: 22808428 PMCID: PMC3395481 DOI: 10.1364/boe.3.001557] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2012] [Revised: 05/30/2012] [Accepted: 06/05/2012] [Indexed: 05/20/2023]
Abstract
Advances in swept source laser technology continues to increase the imaging speed of swept-source optical coherence tomography (SS-OCT) systems. These fast imaging speeds are ideal for microvascular detection schemes, such as speckle variance (SV), where interframe motion can cause severe imaging artifacts and loss of vascular contrast. However, full utilization of the laser scan speed has been hindered by the computationally intensive signal processing required by SS-OCT and SV calculations. Using a commercial graphics processing unit that has been optimized for parallel data processing, we report a complete high-speed SS-OCT platform capable of real-time data acquisition, processing, display, and saving at 108,000 lines per second. Subpixel image registration of structural images was performed in real-time prior to SV calculations in order to reduce decorrelation from stationary structures induced by the bulk tissue motion. The viability of the system was successfully demonstrated in a high bulk tissue motion scenario of human fingernail root imaging where SV images (512 × 512 pixels, n = 4) were displayed at 54 frames per second.
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Affiliation(s)
- Kenneth K. C. Lee
- Department of Electrical and Computer Engineering, University of Toronto, Toronto, Ontario, Canada
- Department of Electrical and Computer Engineering, Ryerson University, Toronto, Ontario, Canada
- These authors contributed equally to this work
| | - Adrian Mariampillai
- Department of Electrical and Computer Engineering, Ryerson University, Toronto, Ontario, Canada
- These authors contributed equally to this work
| | - Joe X. Z. Yu
- Department of Electrical and Computer Engineering, Ryerson University, Toronto, Ontario, Canada
| | - David W. Cadotte
- Division of Neurosurgery, Toronto Western Hospital, Toronto, Ontario, Canada
- Instite of Medical Science, University of Toronto, Toronto, Ontario, Canada
- Krembil Neuroscience Centre, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Brian C. Wilson
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Beau A. Standish
- Department of Electrical and Computer Engineering, Ryerson University, Toronto, Ontario, Canada
| | - Victor X. D. Yang
- Department of Electrical and Computer Engineering, University of Toronto, Toronto, Ontario, Canada
- Department of Electrical and Computer Engineering, Ryerson University, Toronto, Ontario, Canada
- Department of Medical Imaging, St. Michael’s Hospital, Toronto, Ontario, Canada
- Division of Neurosurgery, St. Michael’s Hospital, Toronto, Ontario, Canada
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Cadotte DW, Mariampillai A, Cadotte A, Lee KKC, Kiehl TR, Wilson BC, Fehlings MG, Yang VXD. Speckle variance optical coherence tomography of the rodent spinal cord: in vivo feasibility. Biomed Opt Express 2012; 3:911-919. [PMID: 22567584 PMCID: PMC3342196 DOI: 10.1364/boe.3.000911] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2012] [Revised: 03/24/2012] [Accepted: 03/31/2012] [Indexed: 05/29/2023]
Abstract
Optical coherence tomography (OCT) has the combined advantage of high temporal (µsec) and spatial (<10µm) resolution. These features make it an attractive tool to study the dynamic relationship between neural activity and the surrounding blood vessels in the spinal cord, a topic that is poorly understood. Here we present work that aims to optimize an in vivo OCT imaging model of the rodent spinal cord. In this study we image the microvascular networks of both rats and mice using speckle variance OCT. This is the first report of depth resolved imaging of the in vivo spinal cord using an entirely endogenous contrast mechanism.
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Affiliation(s)
- David W. Cadotte
- Division of Neurosurgery, Toronto Western Hospital, Toronto, Ontario, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
- Krembil Neuroscience Centre, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
- These authors contributed equally to this work
| | - Adrian Mariampillai
- Biophotonics and Bioengineering Laboratory, Ryerson University, Toronto, Ontario, Canada
- Department of Electrical and Computer Engineering, Ryerson University, Toronto, Ontario, Canada
- These authors contributed equally to this work
| | - Adam Cadotte
- Division of Neurosurgery, Toronto Western Hospital, Toronto, Ontario, Canada
- Krembil Neuroscience Centre, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Kenneth K. C. Lee
- Biophotonics and Bioengineering Laboratory, Ryerson University, Toronto, Ontario, Canada
- Department of Electrical and Computer Engineering, University of Toronto, Toronto, Ontario, Canada
| | - Tim-Rasmus Kiehl
- Department of Pathology, University of Toronto, Toronto, Ontario, Canada
| | - Brian C. Wilson
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Michael G. Fehlings
- Division of Neurosurgery, Toronto Western Hospital, Toronto, Ontario, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
- Krembil Neuroscience Centre, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Victor X. D. Yang
- Biophotonics and Bioengineering Laboratory, Ryerson University, Toronto, Ontario, Canada
- Department of Electrical and Computer Engineering, University of Toronto, Toronto, Ontario, Canada
- Department of Electrical and Computer Engineering, Ryerson University, Toronto, Ontario, Canada
- Department of Medical Imaging, St. Michael’s Hospital, Toronto, Ontario, Canada
- Division of Neurosurgery, St. Michael’s Hospital, Toronto, Ontario, Canada
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Fehlings MG, Vaccaro A, Wilson JR, Singh A, W Cadotte D, Harrop JS, Aarabi B, Shaffrey C, Dvorak M, Fisher C, Arnold P, Massicotte EM, Lewis S, Rampersaud R. Early versus delayed decompression for traumatic cervical spinal cord injury: results of the Surgical Timing in Acute Spinal Cord Injury Study (STASCIS). PLoS One 2012; 7:e32037. [PMID: 22384132 PMCID: PMC3285644 DOI: 10.1371/journal.pone.0032037] [Citation(s) in RCA: 672] [Impact Index Per Article: 56.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2011] [Accepted: 01/18/2012] [Indexed: 12/12/2022] Open
Abstract
Background There is convincing preclinical evidence that early decompression in the setting of spinal cord injury (SCI) improves neurologic outcomes. However, the effect of early surgical decompression in patients with acute SCI remains uncertain. Our objective was to evaluate the relative effectiveness of early (<24 hours after injury) versus late (≥24 hours after injury) decompressive surgery after traumatic cervical SCI. Methods We performed a multicenter, international, prospective cohort study (Surgical Timing in Acute Spinal Cord Injury Study: STASCIS) in adults aged 16–80 with cervical SCI. Enrolment occurred between 2002 and 2009 at 6 North American centers. The primary outcome was ordinal change in ASIA Impairment Scale (AIS) grade at 6 months follow-up. Secondary outcomes included assessments of complications rates and mortality. Findings A total of 313 patients with acute cervical SCI were enrolled. Of these, 182 underwent early surgery, at a mean of 14.2(±5.4) hours, with the remaining 131 having late surgery, at a mean of 48.3(±29.3) hours. Of the 222 patients with follow-up available at 6 months post injury, 19.8% of patients undergoing early surgery showed a ≥2 grade improvement in AIS compared to 8.8% in the late decompression group (OR = 2.57, 95% CI:1.11,5.97). In the multivariate analysis, adjusted for preoperative neurological status and steroid administration, the odds of at least a 2 grade AIS improvement were 2.8 times higher amongst those who underwent early surgery as compared to those who underwent late surgery (OR = 2.83, 95% CI:1.10,7.28). During the 30 day post injury period, there was 1 mortality in both of the surgical groups. Complications occurred in 24.2% of early surgery patients and 30.5% of late surgery patients (p = 0.21). Conclusion Decompression prior to 24 hours after SCI can be performed safely and is associated with improved neurologic outcome, defined as at least a 2 grade AIS improvement at 6 months follow-up.
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Affiliation(s)
- Michael G Fehlings
- Divisions of Neurosurgery and Orthopedic Surgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada.
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Fehlings MG, Cadotte DW, Fehlings LN. A series of systematic reviews on the treatment of acute spinal cord injury: a foundation for best medical practice. J Neurotrauma 2011; 28:1329-33. [PMID: 21651382 PMCID: PMC3143392 DOI: 10.1089/neu.2011.1955] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The treatment of acute spinal cord injury (SCI) is a multidisciplinary effort that spans from the time of injury through to an acute care center, and in some cases the remainder of the individual's life. Recovery from SCI depends on the care received at each point along this spectrum in time. In order to facilitate the practice of evidence-based medicine and best clinical practices, a multidisciplinary team of clinicians and researchers systematically reviewed the literature on SCI and set out to answer pertinent clinical questions and establish evidence-based recommendations. This article introduces the series of systematic reviews, summarizes the most notable findings, and gives an overview of the questions asked in each review and the evidence-based recommendations for care. Some of the most important recommendations are as follows: (1) Patients should be immobilized before transport to a hospital using a cervical collar, head immobilization, and a spinal board; (2) MRI is strongly recommended for the prognostication of acute SCI; (3) early surgical intervention (from 8-24 h) should be considered following acute traumatic SCI; (4) SCI patients are at significant risk of cardiovascular and respiratory problems and management should proactively anticipate these potential complications; and (5) outcomes can be improved by management in specialized centers with access to intensive care.
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Affiliation(s)
- Michael G Fehlings
- Department of Neurosurgery, University of Toronto, Toronto, Ontario, Canada.
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Cadotte DW, Vachhrajani S, Pirouzmand F. The epidemiological trends of head injury in the largest Canadian adult trauma center from 1986 to 2007. J Neurosurg 2011; 114:1502-9. [DOI: 10.3171/2010.12.jns10808] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Object
This study documents the epidemiology of head injury over the course of 22 years in the largest Level I adult trauma center in Canada. This information defines the current state, changing pattern, and relative distribution of demographic factors in a defined group of trauma patients. It will aid in hypothesis generation to direct etiological research, administrative resource allocation, and preventative strategies.
Methods
Data on all the trauma patients treated at Sunnybrook Health Sciences Centre (SHSC) from 1986 to 2007 were collected in a consecutive, prospective fashion. The authors reviewed these data from the Sunnybrook Trauma Registry Database in a retrospective fashion. The aggregate data on head injury included demographic data, cause of injury, and Injury Severity Score (ISS). The collected data were analyzed using univariate techniques to depict the trend of variables over years. The authors used the length of stay (LOS) and number of deaths per year (case fatality rate) as crude measures of outcome.
Results
A total of 16,678 patients were treated through the Level I trauma center at SHSC from January 1986 to December 2007. Of these, 9315 patients met the inclusion criteria (ISS > 12, head Abbreviated Injury Scale score > 0). The median age of all trauma patients was 36 years, and 69.6% were male. The median ISS of the head-injury patients was 27. The median age of this group of patients increased by 12 years over the study period. Motorized vehicle accidents accounted for the greatest number of head injuries (60.3%) although the relative percentage decreased over the study period. The median transfer time of patients sustaining a head injury was 2.58 hours, and there was an approximately 45 minute improvement over the 22-year study period. The median LOS in our center decreased from 19 to 10 days over the study period. The average case fatality rate was 17.4% over the study period. In multivariate analysis, more severe injuries were associated with increased LOS as was increasing time from injury to hospital presentation. Age and injury severity were independently predictive of mortality.
Conclusions
These data will provide useful information to guide future studies on the changing patterns of head injury, possible mechanisms of injury, and efficient resource allocation for management of this condition.
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Cadotte DW, Wilson JR, Mikulis D, Stroman PW, Brady S, Fehlings MG. Conventional MRI as a diagnostic and prognostic tool in spinal cord injury: a systemic review of its application to date and an overview on emerging MRI methods. ACTA ACUST UNITED AC 2011; 5:121-33. [DOI: 10.1517/17530059.2011.556111] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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