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Sial AW, Sima S, Chen X, Saulys C, Kuan J, Davies M, Diwan AD. Spinal column radiological factors associated with increased spinal cord intramedullary signal intensity - A study evaluating aging spinal cord's relation to spinal disc degeneration. J Clin Neurosci 2024; 126:86-94. [PMID: 38861783 DOI: 10.1016/j.jocn.2024.05.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 05/21/2024] [Accepted: 05/25/2024] [Indexed: 06/13/2024]
Abstract
PURPOSE Increased intramedullary signal intensity (IISI) on T2 weighted MRI scan (T2WI) can be a radiological feature of spinal cord degeneration. However, the association of IISI to degeneration of the spinal column that protects the spinal cord remains unclear. The purpose of this study was to determine the prevalence of IISI and analyze the independent relationship between IISI and cervical degenerative parameters on X-ray and magnetic resonance imaging (MRI). METHODS A retrospective review of MRI, X-ray, and radiology data (n = 144) adult patients with both cervical MRI and X-ray scans was conducted. A total of 39 (27 %) patients with IISI was identified. The remaining 105 patients without IISI made up the control group. RESULTS IISI was most frequent in C6-C7 cervical levels. The likelihood of having IISI was 1.947 (Exp(B) 1.947, 95 %CI [1.004-3.776]) times higher in segmental levels with facet joint degeneration. There was an increased likelihood of IISI within the spinal cord with increasing age (Exp(B) 1.034, 95 %CI [1.008-1.060]), maximum spinal cord compression (MSCC) (Exp(B) 1.038, 95 %CI [1.003-1.075]), rotational angle (Exp(B) 1.082, 95 %CI [1.020-1.148]) and posterior disc herniation width (Exp(B) 1.333, 95 %CI [1.017-1.747]) and decreasing Torg-Pavlov ratio (Exp(B) 0.010, 95 %CI [0.001-0.068]). CONCLUSION IISI was independently associated with increased age, facet joint degeneration, MSCC, rotational angle, posterior herniation width and decreasing Torg-Pavlov angle. Radiologicaldegenerative changesassociated with IISI indicates a potential for identifying predictors of age related spinal cord morphological changes in DCM, which may allow for early intervention strategies in the future.
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Affiliation(s)
- Alisha W Sial
- Spine Labs, St George and Sutherland Clinical School, University of New South Wales, New South Wales, Australia; Spine Service, Department of Orthopedic Surgery, St George and Sutherland Clinical School, University of New South Wales, New South Wales, Australia
| | - Stone Sima
- Spine Labs, St George and Sutherland Clinical School, University of New South Wales, New South Wales, Australia
| | - Xiaolong Chen
- Department of Orthopedic Surgery, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Chris Saulys
- Spine Labs, St George and Sutherland Clinical School, University of New South Wales, New South Wales, Australia
| | - Jeff Kuan
- St. George MRI, Lumus Imaging, Kirk Place, Kogarah, NSW, Australia
| | - Mark Davies
- Department of Neurosurgery, St George and Sutherland Clinical School, University of New South Wales, New South Wales, Australia
| | - Ashish D Diwan
- Spine Labs, St George and Sutherland Clinical School, University of New South Wales, New South Wales, Australia; Spine Service, Department of Orthopedic Surgery, St George and Sutherland Clinical School, University of New South Wales, New South Wales, Australia.
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Jiang Z, Davies B, Zipser C, Margetis K, Martin A, Matsoukas S, Zipser-Mohammadzada F, Kheram N, Boraschi A, Zakin E, Obadaseraye OR, Fehlings MG, Wilson J, Yurac R, Cook CE, Milligan J, Tabrah J, Widdop S, Wood L, Roberts EA, Rujeedawa T, Tetreault L. The value of Clinical signs in the diagnosis of Degenerative Cervical Myelopathy - A Systematic review and Meta-analysis. Global Spine J 2024; 14:1369-1394. [PMID: 37903098 DOI: 10.1177/21925682231209869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/01/2023] Open
Abstract
STUDY DESIGN Delayed diagnosis of degenerative cervical myelopathy (DCM) is likely due to a combination of its subtle symptoms, incomplete neurological assessments by clinicians and a lack of public and professional awareness. Diagnostic criteria for DCM will likely facilitate earlier referral for definitive management. OBJECTIVES This systematic review aims to determine (i) the diagnostic accuracy of various clinical signs and (ii) the association between clinical signs and disease severity in DCM? METHODS A search was performed to identify studies on adult patients that evaluated the diagnostic accuracy of a clinical sign used for diagnosing DCM. Studies were also included if they assessed the association between the presence of a clinical sign and disease severity. The QUADAS-2 tool was used to evaluate the risk of bias of individual studies. RESULTS This review identified eleven studies that used a control group to evaluate the diagnostic accuracy of various signs. An additional 61 articles reported on the frequency of clinical signs in a cohort of DCM patients. The most sensitive clinical tests for diagnosing DCM were the Tromner and hyperreflexia, whereas the most specific tests were the Babinski, Tromner, clonus and inverted supinator sign. Five studies evaluated the association between the presence of various clinical signs and disease severity. There was no definite association between Hoffmann sign, Babinski sign or hyperreflexia and disease severity. CONCLUSION The presence of clinical signs suggesting spinal cord compression should encourage health care professionals to pursue further investigation, such as neuroimaging to either confirm or refute a diagnosis of DCM.
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Affiliation(s)
- Zhilin Jiang
- King's College Hospital, NHS Foundation Trust, London, UK
| | | | - Carl Zipser
- Spinal Cord Injury Center, Balgrist University Hospital, Zurich, Switzerland
| | | | - Allan Martin
- Department of Neurosurgery, University of California Davis, Sacramento, CA, USA
| | - Stavros Matsoukas
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY
| | | | - Najmeh Kheram
- Spinal Cord Injury Center, Balgrist University Hospital, Zurich, Switzerland
- The Interface Group, Institute of Physiology, University of Zurich, Zurich, Switzerland
| | - Andrea Boraschi
- The Interface Group, Institute of Physiology, University of Zurich, Zurich, Switzerland
| | - Elina Zakin
- New York University Langone, Department of Neurology, New York, NY, USA
| | | | - Michael G Fehlings
- University of Toronto Division of Neurosurgery and Spinal Program, Toronto, ON, Canada
| | - Jamie Wilson
- University of Nebraska Medical Center, Omaha, NE, USA
| | - Ratko Yurac
- University del Desarrollo, Clinica Alemana de Santiago, Chile
| | | | - Jamie Milligan
- Department of Family Medicine, McMaster University, Hamilton, ON, USA
| | - Julia Tabrah
- Hounslow and Richmond Community Healthcare, Teddington, UK
| | | | - Lianne Wood
- Nottingham University Hospital, Nottingham, UK
| | | | | | - Lindsay Tetreault
- New York University Langone, Department of Neurology, New York, NY, USA
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Jiang Z, Davies B, Zipser C, Margetis K, Martin A, Matsoukas S, Zipser-Mohammadzada F, Kheram N, Boraschi A, Zakin E, Obadaseraye OR, Fehlings MG, Wilson J, Yurac R, Cook CE, Milligan J, Tabrah J, Widdop S, Wood L, Roberts EA, Rujeedawa T, Tetreault L. The Frequency of Symptoms in Patients With a Diagnosis of Degenerative Cervical Myelopathy: Results of a Scoping Review. Global Spine J 2024; 14:1395-1421. [PMID: 37917661 DOI: 10.1177/21925682231210468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2023] Open
Abstract
STUDY DESIGN Delayed diagnosis of degenerative cervical myelopathy (DCM) is associated with reduced quality of life and greater disability. Developing diagnostic criteria for DCM has been identified as a top research priority. OBJECTIVES This scoping review aims to address the following questions: What is the diagnostic accuracy and frequency of clinical symptoms in patients with DCM? METHODS A scoping review was conducted using a database of all primary DCM studies published between 2005 and 2020. Studies were included if they (i) assessed the diagnostic accuracy of a symptom using an appropriate control group or (ii) reported the frequency of a symptom in a cohort of DCM patients. RESULTS This review identified three studies that discussed the diagnostic accuracy of various symptoms and included a control group. An additional 58 reported on the frequency of symptoms in a cohort of patients with DCM. The most frequent and sensitive symptoms in DCM include unspecified paresthesias (86%), hand numbness (82%) and hand paresthesias (79%). Neck and/or shoulder pain was present in 51% of patients with DCM, whereas a minority had back (19%) or lower extremity pain (10%). Bladder dysfunction was uncommon (38%) although more frequent than bowel (23%) and sexual impairment (4%). Gait impairment is also commonly seen in patients with DCM (72%). CONCLUSION Patients with DCM present with many different symptoms, most commonly sensorimotor impairment of the upper extremities, pain, bladder dysfunction and gait disturbance. If patients present with a combination of these symptoms, further neuroimaging is indicated to confirm the diagnosis of DCM.
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Affiliation(s)
- Zhilin Jiang
- King's College Hospital, NHS Foundation Trust, London, UK
| | | | - Carl Zipser
- Spinal Cord Injury Center, Balgrist University Hospital, Zurich, Switzerland
| | - Konstantinos Margetis
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Allan Martin
- Department of Neurosurgery, University of California Davis, Davis, CA, USA
| | - Stavros Matsoukas
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Najmeh Kheram
- Spinal Cord Injury Center, Balgrist University Hospital, Zurich, Switzerland
- The Interface Group, Institute of Physiology, University of Zurich, Zurich, Switzerland
| | - Andrea Boraschi
- The Interface Group, Institute of Physiology, University of Zurich, Zurich, Switzerland
| | - Elina Zakin
- Department of Neurology, New York UniversityLangone, New York, NY, USA
| | | | - Michael G Fehlings
- Division of Neurosurgery and Spinal Program, University of Toronto, Toronto, ON, Canada
| | - Jamie Wilson
- University of Nebraska Medical Center, Omaha, NE, USA
| | - Ratko Yurac
- Professor of Orthopedics and Traumatology, University del Desarrollo, Clinica Alemana de Santiago, Santiago, Chile
| | - Chad E Cook
- Duke University Medical Center, Durham, NC, USA
| | - Jamie Milligan
- Department of Family Medicine, McMaster University, Hamilton, ON, USA
| | - Julia Tabrah
- Hounslow and Richmond Community Healthcare, London, UK
| | | | - Lianne Wood
- Nottingham University Hospital, Nottingham, UK
| | | | | | - Lindsay Tetreault
- Department of Neurology, New York UniversityLangone, New York, NY, USA
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He Z, Tung NTC, Makino H, Yasuda T, Seki S, Suzuki K, Watanabe K, Futakawa H, Kamei K, Kawaguchi Y. Assessment of Cervical Myelopathy Risk in Ossification of the Posterior Longitudinal Ligament Patients With Spinal Cord Compression Based on Segmental Dynamic Versus Static Factors. Neurospine 2023; 20:651-661. [PMID: 37401084 PMCID: PMC10323351 DOI: 10.14245/ns.2346124.062] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 03/05/2023] [Accepted: 03/14/2023] [Indexed: 07/05/2023] Open
Abstract
OBJECTIVE Using segmental dynamic and static factors, we aimed to elucidate the pathogenesis and relationship between ossification of the posterior longitudinal ligament (OPLL) and the severity of cervical myelopathy. METHODS Retrospective analysis of 163 OPLL patients' 815 segments. Imaging was used to evaluate each segmental space available for the spinal cord (SAC), OPLL diameter, type, bone space, K-line, the C2-7 Cobb angle, each segmental range of motion (ROM), and total ROM. Magnetic resonance imaging was used to evaluate spinal cord signal intensity. Patients were divided into the myelopathy group (M group) and the without myelopathy group (WM group). RESULTS Minimal SAC (p = 0.043), (C2-7) Cobb angle (p = 0.004), total ROM (p = 0.013), and local ROM (p = 0.022) were evaluated as an independent predictor of myelopathy in OPLL. Different from the previous report, the M group had a straighter whole cervical spine (p < 0.001) and poorer cervical mobility (p < 0.001) compared to the WM group. Total ROM was not always a risk factor for myelopathy, as its impact depended on SAC, when SAC > 5 mm, the incidence rate of myelopathy decreased with the increase of total ROM. Lower cervical spine (C5-6, C6-7) showing increased "Bridge-Formation," along with spinal canal stenosis and segmental instability (C2-3, C3-4) in the upper cervical spine, could cause myelopathy in M group (p < 0.05). CONCLUSION Cervical myelopathy is linked to the OPLL's narrowest segment and its segmental motion. The hypermobility of the C2-3 and C3-4, contributes significantly to the development of myelopathy in OPLL.
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Affiliation(s)
- Zhongyuan He
- Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, Toyama, Japan
- Innovation Platform of Regeneration and Repair of Spinal Cord and Nerve Injury, Department of Orthopaedic Surgery, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China
| | - Nguyen Tran Canh Tung
- Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, Toyama, Japan
- Department of Trauma and Orthopaedic Surgery, Vietnam Military Medical University, Hanoi, Vietnam
| | - Hiroto Makino
- Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, Toyama, Japan
| | - Taketoshi Yasuda
- Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, Toyama, Japan
| | - Shoji Seki
- Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, Toyama, Japan
| | - Kayo Suzuki
- Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, Toyama, Japan
| | - Kenta Watanabe
- Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, Toyama, Japan
| | - Hayato Futakawa
- Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, Toyama, Japan
| | - Katsuhiko Kamei
- Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, Toyama, Japan
| | - Yoshiharu Kawaguchi
- Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, Toyama, Japan
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Costa F, Anania CD, Agrillo U, Roberto A, Claudio B, Simona B, Daniele B, Carlo B, Barbara C, Ardico C, Battista CG, Raffaele DF, Andrea DR, Carlo DV, Mauro D, Vito F, Diego G, Giancarlo G, Corrado I, Claudio I, Michele I, Innocenzi G, Alessandro L, Giancarlo L, Giuseppe M, Ciro M, Rosario M, Vincenzo M, Nicola M, Pierpaolo N, Andrea P, Giovanni P, Federico PP, Armando R, Alessandro R, Rossella R, Stefano R, Sbaffi PF, Teresa S, Enrico T, Matteo V, Zerbi A, Gianluigi Z, Barbanera A. Cervical Spondylotic Myelopathy: From the World Federation of Neurosurgical Societies (WFNS) to the Italian Neurosurgical Society (SINch) Recommendations. Neurospine 2023; 20:415-429. [PMID: 37401060 PMCID: PMC10323338 DOI: 10.14245/ns.2244996.498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 01/13/2023] [Accepted: 02/05/2023] [Indexed: 07/05/2023] Open
Abstract
Cervical spondylotic myelopathy (CSM) is a progressively growing pathology to afford by a spinal surgeon due to the aging of the population, associated with better treatment management and the best diagnosis and treatment solutions are greatly discussed. Nowadays that scientific literature is progressively increasing to identify the gold standard in diagnosis and treatment can be very challenging. This is particularly evident in spinal surgery with many different indications not only in different countries but also in the same local reality. In this scenario, many neurosurgical societies works to identify some guideline or recommendations to help spinal surgeons in daily practice. Furthermore, in an era in which legal issues are increasingly present in clinical practice to have some indications globally accepted can be very useful. World Federation of Neurosurgical Societies (WFNS) few years ago starts this process creating a list of recommendations originating from a worldwide steering committee to respect all the local reality. The spinal section of Italian Neurosurgical Society decides to adopt the WFNS recommendations with some revision basing on Italian scenario. The steering committee of the Spinal Section of Italian Neurosurgical Society identify 7 groups to review the literature of the last 10 years about different topics on CSM and to analyses the WFNS recommendations to adapt it to the Italian daily practice. The statements were discussed and voted in 2 sessions to obtain the final version. A list of recommendations on natural course and clinical presentation; diagnostic tests; conservative and surgical treatment; anterior, posterior and combined surgical treatment; role of neurophysiological monitoring and follow-up and outcome was created with only few new or revised statements respect the ones of WFNS. The Spine Section of Italian Neurosurgical Society create a list of recommendations that represent the more contemporary treatment concepts for CSM as presented in the highest quality clinical literature and best clinical practices available on this subject.
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Affiliation(s)
- Francesco Costa
- Spine Surgery Unit, Department of Neurosurgery, Fondazione IRCCS Istituto Nazionale Neurologico C. Besta, Milan, Italy
| | | | | | - Assietti Roberto
- Unit of Neurosurgery, Azienda Socio Sanitaria Territoriale Fatebenefratelli Sacco, Fatebenefratelli Hospital, Milan, Italy
| | - Bernucci Claudio
- Department of Neurosurgery, ASST Papa Giovanni XXIII Hospital, Bergamo, Italy
| | | | - Bongetta Daniele
- Unit of Neurosurgery, Azienda Socio Sanitaria Territoriale Fatebenefratelli Sacco, Fatebenefratelli Hospital, Milan, Italy
| | - Brembilla Carlo
- Department of Neurosurgery, ASST Papa Giovanni XXIII Hospital, Bergamo, Italy
| | - Cappelletto Barbara
- Section of Spine and Spinal Cord Surgery, Department of Neurological Sciences, ASUFC University Hospital of Udine, Udine, Italy
| | - Cocciaro Ardico
- Department of Neurosurgery, Azienda Ospedaliera Universitaria Pisana (AUOP), University of Pisa, Pisa, Italy
| | | | - De Falco Raffaele
- Department of Neurosurgery, P.O. Santa Maria delle Grazie, Pozzuoli (NA), Italy
| | - De Rosa Andrea
- Division of Neurosurgery, Department of Neurosciences, Reproductive and Odontostomatological Sciences, Università degli Studi di Napoli Federico II, Naples, Italy
| | | | - Dobran Mauro
- Department of Neurosurgery, Università Politecnica delle Marche, Azienda Ospedali Riuniti, Ancona, Italy
| | - Fiorenza Vito
- Department of Neurosurgery, A.R.N.A.S. “Civico Di Cristina Benfratelli” Hospital, Palermo, Italy
| | - Garbossa Diego
- Department of Neuroscience “Rita Levi Montalcini”, Neurosurgery Unit, University of Turin, Turin, Italy
| | | | - Iaccarino Corrado
- Division of Neurosurgery, Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena University Hospital, Modena, Italy
| | - Irace Claudio
- Department of Neurosurgery, Hospital Igea, Milan, Italy
| | | | | | | | | | - Maida Giuseppe
- Department of Spine Surgery, Multidisciplinary Spine Center, Santa Maria Maddalena Hospital, Occhiobello (RO), Italy
| | - Mastrantuoni Ciro
- Department of Neurosurgery, P.O. Santa Maria delle Grazie, Pozzuoli (NA), Italy
| | - Maugeri Rosario
- Department of Experimental Biomedicine and Clinical Neurosciences, School of Medicine, Unit of Neurosurgery, AOUP “Paolo Giaccone”, Palermo, Italy
| | - Meglio Vincenzo
- Division of Neurosurgery, Department of Neurosciences, Reproductive and Odontostomatological Sciences, Università degli Studi di Napoli Federico II, Naples, Italy
| | - Montemurro Nicola
- Department of Neurosurgery, Azienda Ospedaliera Universitaria Pisana (AUOP), University of Pisa, Pisa, Italy
| | - Nina Pierpaolo
- Neurosurgical Unit of San Giovanni Bosco Hospital, Naples, Italy
| | | | | | | | - Rapanà Armando
- Neurosurgery Unit, Lorenzo Bonomo Hospital, Andria, Italy
| | - Ricci Alessandro
- Unit of Neurosurgery, Ospedale Civile San Salvatore, L'Aquila, Italy
| | - Rispoli Rossella
- Section of Spine and Spinal Cord Surgery, Department of Neurological Sciences, ASUFC University Hospital of Udine, Udine, Italy
| | - Romoli Stefano
- Unit of Spine Surgery, Careggi University Hospital, Florence, Italy
| | | | - Somma Teresa
- Division of Neurosurgery, Department of Neurosciences, Reproductive and Odontostomatological Sciences, Università degli Studi di Napoli Federico II, Naples, Italy
| | - Tessitore Enrico
- Neurosurgical Unit, Faculty of Medicine, Geneva University Hospitals, Geneva, Switzerland
| | - Vitali Matteo
- Department of Neurosurgery, SS Antonio e Biagio e Cesare Arrigo Alessandria Hospital, Alessandria, Italy
| | - Alberto Zerbi
- Fondazione Iseni Y Nervi, Istititi Clinici Iseni, Lonate Pozzolo, Italy
| | - Zona Gianluigi
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics and Maternal and Child Health (DINOGMI), University of Genoa, Genoa, Italy
- Department of Neurosurgery, IRCCS San Martino University Hospital, Genoa, Italy
| | - Andrea Barbanera
- Department of Neurosurgery, SS Antonio e Biagio e Cesare Arrigo Alessandria Hospital, Alessandria, Italy
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Zhang C, Lee VKH, Yu JML, Cheung JPY, Koljonen PA, Shea GKH. Length of Cervical Stenosis, Admission ASIA Motor Scores, and BASIC Scores Are Predictors of Recovery Rate Following Central Cord Syndrome. Spine (Phila Pa 1976) 2022; 47:212-219. [PMID: 34310538 DOI: 10.1097/brs.0000000000004178] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN A retrospective cohort study. OBJECTIVE This study aims to determine whether quantitative magnetic resonance imaging (MRI) parameters and radiological scoring systems could be used as a reliable assessment tool for predicting neurological recovery trajectory following acute traumatic central cord injury syndrome (CCS). SUMMARY OF BACKGROUND DATA Controversy remains in whether CCS should be managed conservatively or by early surgical decompression. It is essential to understand how clinical and radiological parameters correlate with neurological deficits and how they predict recovery trajectories. METHODS We identified patients with CCS admitted between 2011 and 2018 with a minimum of 1-year follow-up. Cervical MRIs were analyzed for cord/canal dimensions, Brain and Spinal Injury Center (BASIC) scores and sagittal grading as ordinal scales of intraparenchymal cord injury. Japanese Orthopaedic Association (JOA) recovery rates (≥50% as good, < 50% as poor) were analyzed against these variables by logistic regression and receiver operator characteristic (ROC) curves. Additionally, we evaluated American Spinal Injury Association motor scale (AMS) scores/recovery rates. RESULTS Sixty patients were included, of which 30 were managed conservatively and 30 via surgical decompression. The average follow-up duration for the entire cohort was (51.1 ± 25.7) months. Upon admission, sagittal grading correlated with AMS and JOA scores (P < 0.01, β = 0.48). Volume of the C2 to C7 canal and axial cord area over the site of maximal compression correlated with AMS and JOA scores respectively (P = 0.04, β = 0.26; P = 0.01, β = 0.28). We determined admission AMS more than 61 to be a clinical cutoff for good recovery (area under the receiver operating curve [AUC] = 0.74, 95% confidence interval [CI]: 0.61-0.85, sensitivity 80.9%, specificity 69.2%, P < 0.01). Radiological cutoffs to identify patients with poor recovery rates were length of cervical spinal stenosis more than 3.9 cm (AUC = 0.76, 95% CI: 0.63-0.87, specificity 91.7%, sensitivity 52.2%, P < 0.01), BASIC score of more than 1 (AUC = 0.69, 95% CI: 0.56-0.81, specificity 80.5%, sensitivity 51.1%, P = 0.02). Surgical decompression performed as a salvage procedure upon plateau of recovery did not improve neurological outcomes. CONCLUSION Clinical and radiological parameters upon presentation were prognosticative of neurological recovery rates in CCS. Surgery performed beyond the acute post-injury period failed to improve outcomes.Level of Evidence: 3.
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Affiliation(s)
- Changmeng Zhang
- Department of Orthopaedics and Traumatology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong
| | | | | | - Jason Pui Yin Cheung
- Department of Orthopaedics and Traumatology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong
| | - Paul Aarne Koljonen
- Department of Orthopaedics and Traumatology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong
| | - Graham Ka Hon Shea
- Department of Orthopaedics and Traumatology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong
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Zhang MZ, Ou-Yang HQ, Liu JF, Jin D, Wang CJ, Ni M, Liu XG, Lang N, Jiang L, Yuan HS. Predicting postoperative recovery in cervical spondylotic myelopathy: construction and interpretation of T 2*-weighted radiomic-based extra trees models. Eur Radiol 2022; 32:3565-3575. [PMID: 35024949 DOI: 10.1007/s00330-021-08383-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 09/21/2021] [Accepted: 10/04/2021] [Indexed: 02/02/2023]
Abstract
OBJECTIVES Conventional MRI may not be ideal for predicting cervical spondylotic myelopathy (CSM) prognosis. In this study, we used radiomics in predicting postoperative recovery in CSM. We aimed to develop and validate radiomic feature-based extra trees models. METHODS There were 151 patients with CSM who underwent preoperative T2-/ T2*-weighted imaging (WI) and surgery. They were divided into good/poor outcome groups based on the recovery rate. Datasets from multiple scanners were randomised into training and internal validation sets, while the dataset from an independent scanner was used for external validation. Radiomic features were extracted from the transverse spinal cord at the maximum compressed level. Threshold selection algorithm, collinearity removal, and tree-based feature selection were applied sequentially in the training set to obtain the optimal radiomic features. The classification of intramedullary increased signal on T2/T2*WI and compression ratio of the spinal cord on T2*WI were selected as the conventional MRI features. Clinical features were age, preoperative mJOA, and symptom duration. Four models were constructed: radiological, radiomic, clinical-radiological, and clinical-radiomic. An AUC significantly > 0.5 was considered meaningful predictive performance based on the DeLong test. The mean decrease in impurity was used to measure feature importance. p < 0.05 was considered statistically significant. RESULTS On internal and external validations, AUCs of the radiomic and clinical-radiomic models, and radiological and clinical-radiological models ranged from 0.71 to 0.81 (significantly > 0.5) and 0.40 to 0.55, respectively. Wavelet-LL first-order variance was the most important feature in the radiomic model. CONCLUSION Radiomic features, especially wavelet-LL first-order variance, contribute to meaningful predictive models for CSM prognosis. KEY POINTS • Conventional MRI features may not be ideal in predicting prognosis. • Radiomics provides greater predictive efficiency in the recovery from cervical spondylotic myelopathy.
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Affiliation(s)
- Meng-Ze Zhang
- Department of Radiology, Peking University Third Hospital, 49 Huayuan North Road, Haidian District, Beijing, China
| | - Han-Qiang Ou-Yang
- Department of Orthopedics, Peking University Third Hospital, 49 Huayuan North Road, Haidian District, Beijing, China
- Engineering Research Center of Bone and Joint Precision Medicine, Beijing, China
- Beijing Key Laboratory of Spinal Disease Research, Beijing, China
| | - Jian-Fang Liu
- Department of Radiology, Peking University Third Hospital, 49 Huayuan North Road, Haidian District, Beijing, China
| | - Dan Jin
- Department of Radiology, Peking University Third Hospital, 49 Huayuan North Road, Haidian District, Beijing, China
| | - Chun-Jie Wang
- Department of Radiology, Peking University Third Hospital, 49 Huayuan North Road, Haidian District, Beijing, China
| | - Ming Ni
- Department of Radiology, Peking University Third Hospital, 49 Huayuan North Road, Haidian District, Beijing, China
| | - Xiao-Guang Liu
- Department of Orthopedics, Peking University Third Hospital, 49 Huayuan North Road, Haidian District, Beijing, China
- Engineering Research Center of Bone and Joint Precision Medicine, Beijing, China
- Beijing Key Laboratory of Spinal Disease Research, Beijing, China
| | - Ning Lang
- Department of Radiology, Peking University Third Hospital, 49 Huayuan North Road, Haidian District, Beijing, China
| | - Liang Jiang
- Department of Orthopedics, Peking University Third Hospital, 49 Huayuan North Road, Haidian District, Beijing, China.
- Engineering Research Center of Bone and Joint Precision Medicine, Beijing, China.
- Beijing Key Laboratory of Spinal Disease Research, Beijing, China.
| | - Hui-Shu Yuan
- Department of Radiology, Peking University Third Hospital, 49 Huayuan North Road, Haidian District, Beijing, China.
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Reliability and validity of multi-shot DWI in diagnosis of cervical spondylotic myelopathy: a study based on 3-T MRI. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2020; 29:1219-1226. [PMID: 32246233 DOI: 10.1007/s00586-020-06381-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Revised: 02/25/2020] [Accepted: 03/15/2020] [Indexed: 10/24/2022]
Abstract
OBJECTIVE To investigate whether multi-shot diffusion-weighted imaging (ms-DWI) could be applied in diagnosis and quantitative evaluation of cervical spondylotic myelopathy (CSM). METHODS Thirty-three normal volunteers and 78 patients with CSM were included in this study. The apparent diffusion coefficient (ADC) values were measured at C2-C7 levels on sagittal section ADC map. The intraclass correlation coefficient (ICC) and Bland and Altman plot and Spearman coefficient were used to quantify the reproducibility of test and retest and inter-rater reliability. Pearson correlations were calculated to compare lADC and rADC versus mJOA and NDI scores. Receiver operating characteristic curve and the area under the curve (AUC) were applied to evaluate the diagnostic reliability. RESULTS There was no statistically significant difference between ADC values obtained from normal volunteers at C2-C7 levels (P < 0.05). The ICC and spearman coefficient of lADC and rADC indicated excellent test-retest and inter-rater reliability. The mean lADC and rADC were significantly higher from patients than that from volunteers (all P < 0.01). The lADC had moderate to good correlations with mJOA and NDI (all P < 0.0001). Moreover, rADC had good to excellent correlations with mJOA and NDI (all P < 0.0001). Comparing AUCs, rADC was significantly superior in diagnosis which participants were CSM than lADC (P = 0.0118). CONCLUSION The ms-DWI could be applied in diagnosis and quantitive assessment of CSM according to lADC and rADC. A new parameter, rADC, could be served as a diagnostic indice for CSM, which may quantitively reflect the severity of CSM. These slides can be retrieved under Electronic Supplementary Material.
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