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Lerner A, Mogensen MA, Kim PE, Shiroishi MS, Hwang DH, Law M. Clinical Applications of Diffusion Tensor Imaging. World Neurosurg 2014; 82:96-109. [DOI: 10.1016/j.wneu.2013.07.083] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2012] [Revised: 07/04/2013] [Accepted: 07/26/2013] [Indexed: 10/26/2022]
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Brander A, Koskinen E, Luoto TM, Hakulinen U, Helminen M, Savilahti S, Ryymin P, Dastidar P, Öhman J. Diffusion tensor imaging of the cervical spinal cord in healthy adult population: normative values and measurement reproducibility at 3T MRI. Acta Radiol 2014; 55:478-85. [PMID: 23969263 DOI: 10.1177/0284185113499752] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND Compared to diffusion tensor imaging (DTI) of the brain, there is a paucity of reports addressing the applicability of DTI in the evaluation of the spinal cord. Most normative data of cervical spinal cord DTI consist of relatively small and arbitrarily collected populations. Comprehensive normative data are necessary for clinical decision-making. PURPOSE To establish normal values for cervical spinal cord DTI metrics with region of interest (ROI)- and fiber tractography (FT)-based measurements and to assess the reproducibility of both measurement methods. MATERIAL AND METHODS Forty healthy adults underwent cervical spinal cord 3T MRI. Sagittal and axial conventional T2 sequences and DTI in the axial plane were performed. Whole cord fractional anisotropy (FA) and apparent diffusion coefficient (ADC) values were determined at different cervical levels from C2 to C7 using the ROI method. DTI metrics (FA, axial, and radial diffusivities based on eigenvalues λ1, λ2, and λ3, and ADC) of the lateral and posterior funicles were measured at C3 level. FA and ADC of the whole cord and the lateral and posterior funicles were also measured using quantitative tractography. Intra- and inter-observer variation of the measurement methods were assessed. RESULTS Whole cord FA values decreased and ADC values increased in the rostral to caudal direction from C2 to C7. Between the individual white matter funicles no statistically significant difference for FA or ADC values was found. Both axial diffusivity and radial diffusivity of both lateral funicles differed significantly from those of the posterior funicle. Neither gender nor age correlated with any of the DTI metrics. Intra-observer variation of the measurements for whole cord FA and ADC showed almost perfect agreement with both ROI and tractography-based measurements. There was more variation in measurements of individual columns. Inter-observer agreement varied from moderate to strong for whole cord FA and ADC. CONCLUSION Both ROI- and FT-based measurements are applicable methods yielding reproducible results for cervical spinal cord DTI metrics. Normative values for both measurement methods are presented.
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Affiliation(s)
- Antti Brander
- Medical Imaging Centre, Department of Radiology, Tampere University Hospital, Tampere, Finland
| | - Eerika Koskinen
- Department of Neurosciences and Rehabilitation, Tampere University Hospital, Tampere, Finland
| | - Teemu M Luoto
- Department of Neurosciences and Rehabilitation, Tampere University Hospital, Tampere, Finland
| | - Ullamari Hakulinen
- Medical Imaging Centre, Department of Radiology, Tampere University Hospital, Tampere, Finland
| | - Mika Helminen
- School of Health Sciences, University of Tampere, Tampere, Finland and Science Center, Pirkanmaa Hospital District, Tampere, Finland
| | - Sirpa Savilahti
- Medical Imaging Centre, Department of Radiology, Tampere University Hospital, Tampere, Finland
| | - Pertti Ryymin
- Medical Imaging Centre, Department of Radiology, Tampere University Hospital, Tampere, Finland
| | - Prasun Dastidar
- Medical Imaging Centre, Department of Radiology, Tampere University Hospital, Tampere, Finland
| | - Juha Öhman
- Department of Neurosciences and Rehabilitation, Tampere University Hospital, Tampere, Finland
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Choudhri AF, Chin EM, Blitz AM, Gandhi D. Diffusion tensor imaging of cerebral white matter: technique, anatomy, and pathologic patterns. Radiol Clin North Am 2014; 52:413-25. [PMID: 24582347 DOI: 10.1016/j.rcl.2013.11.005] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Diffusion tensor imaging is a magnetic resonance imaging technique that provides insight into the anatomy and integrity of white matter pathways in the brain. Further processing of these data can help map individual tracts, which can aid in surgical planning. Understanding the basics of this technique can improve characterization of white matter development and disorders.
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Affiliation(s)
- Asim F Choudhri
- Department of Radiology, University of Tennessee Health Science Center, 848 Adams Avenue, G216, Memphis, TN 38103, USA; Department of Neurosurgery, University of Tennessee Health Science Center, 848 Adams Avenue, G216, Memphis, TN 38103, USA; Department of Ophthalmology, University of Tennessee Health Science Center, 848 Adams Avenue, G216, Memphis, TN 38103, USA; Le Bonheur Neuroscience Institute, Le Bonheur Children's Hospital, 848 Adams Avenue, G216, Memphis, TN 38103, USA.
| | - Eric M Chin
- Department of Radiology, University of Tennessee Health Science Center, 848 Adams Avenue, G216, Memphis, TN 38103, USA
| | - Ari M Blitz
- Division of Neuroradiology, Department of Radiology and Radiological Science, Johns Hopkins University, 600 N Wolfe Street, B100, Baltimore, MD 21287, USA
| | - Dheeraj Gandhi
- Division of Neuroradiology, Department of Radiology, University of Maryland, 22 S Greene Street, Baltimore, MD 21201, USA; Department of Neurology, University of Maryland, 22 S Greene Street, Baltimore, MD 21201, USA; Department of Neurosurgery, University of Maryland, 22 S Greene Street, Baltimore, MD 21201, USA
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Condette-Auliac S, Boulin A, Roccatagliata L, Coskun O, Guieu S, Guedin P, Rodesch G. MRI and MRA of spinal cord arteriovenous shunts. J Magn Reson Imaging 2014; 40:1253-66. [PMID: 24591106 DOI: 10.1002/jmri.24591] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2013] [Accepted: 01/20/2014] [Indexed: 11/07/2022] Open
Abstract
The purpose of this review is to describe the diagnostic criteria for spinal cord arteriovenous shunts (SCAVSs) when using magnetic resonance imaging (MRI) and magnetic resonance angiography (MRA), and to discuss the extent to which the different MRI and MRA sequences and technical parameters provide the information that is required to diagnose these lesions properly. SCAVSs are divided into four groups according to location (paraspinal, epidural, dural, or intradural) and type (fistula or nidus); each type of lesion is described. SCAVSs are responsible for neurological symptoms due to spinal cord or nerve root involvement. MRI is usually the first examination performed when a spinal cord lesion is suspected. Recognition of the image characteristics of vascular lesions is mandatory if useful sequences are to be performed-especially MRA sequences. Because the treatment of SCAVSs relies mainly on endovascular therapies, MRI and MRA help with the planning of the angiographic procedure. We explain the choice of MRA sequences and parameters, the advantages and pitfalls to be aware of in order to obtain the best visualization, and the analysis of each lesion.
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Goh C, Desmond PM, Phal PM. MRI in transverse myelitis. J Magn Reson Imaging 2014; 40:1267-79. [PMID: 24752988 DOI: 10.1002/jmri.24563] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2013] [Accepted: 12/19/2013] [Indexed: 12/22/2022] Open
Abstract
Transverse myelitis is an acute inflammatory disease of the spinal cord, characterized by rapid onset of bilateral neurological symptoms. Weakness, sensory disturbance, and autonomic dysfunction evolve over hours or days, most progressing to maximal clinical severity within 10 days of onset. At maximal clinical severity, half will have a paraparesis, and almost all patients have sensory disturbance and bladder dysfunction. Residual disability is divided equally between severe, moderate and minimal or none. The causes of transverse myelitis are diverse; etiologies implicated include demyelinating conditions, collagen vascular disease, and parainfectious causes, however, despite extensive diagnostic work-up many cases are considered idiopathic. Due to heterogeneity in pathogenesis, and the similarity of its clinical presentation with those of various noninflammatory myelopathies, transverse myelitis has frequently been viewed as a diagnostic dilemma. However, as targeted therapies to optimize patient outcome develop, timely identification of the underlying etiology is becoming increasingly important. In this review, we describe the imaging and clinical features of idiopathic and disease-associated transverse myelitis and its major differentials, with discussion of how MR imaging features assist in the identification of various sub-types of transverse myelitis. We will also discuss the potential for advanced MR techniques to contribute to diagnosis and prognostication.
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Affiliation(s)
- Christine Goh
- Department of Radiology, Royal Melbourne Hospital, Parkville, Melbourne, Australia
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Diffusion tensor imaging to guide surgical planning in intramedullary spinal cord tumors in children. Neuroradiology 2014; 56:169-74. [PMID: 24395215 DOI: 10.1007/s00234-013-1316-9] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2013] [Accepted: 12/20/2013] [Indexed: 10/25/2022]
Abstract
INTRODUCTION Intramedullary spinal cord neoplasms (ISCN) in children provide diagnostic, treatment and management dilemmas. Resection results in the best chance for disease control, but the greatest risk of neurologic deficit. We hypothesize that diffusion tensor imaging (DTI) and diffusion tensor-fiber tracking (DT-FT) can help characterize margins of pediatric ISCN to aid in surgical planning. METHODS This HIPAA compliant retrospective study was performed after Institutional Review Board approval. Patients with ISCN from a single tertiary care pediatric institution were identified, and patients with preoperative DTI were evaluated. RESULTS Ten patients (eight males and two females) with ISCN with preoperative DTI were identified. The mean age was 11.1 ± 6.2 years (range, 2-18 years). Eight tumors demonstrated DTI and DT-FT evidence of splayed cord tracts, and two demonstrated evidence of infiltration of cord tracts. The eight patients with splayed tracts underwent resection, with seven achieving gross-total resection and one subtotal resection. The two patients with infiltration of white matter tracts underwent biopsy of their lesion. CONCLUSIONS DTI of pediatric ISCN can aid in defining the margins of the tumor and relationship to the intrinsic white matter structures of the spinal cord. Splaying and displacement of fiber tracts appears to predict a discrete margin to the tumor and resectability, whereas infiltration of the white matter tracts suggests biopsy may be more advisable.
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Gangadharan J, Sharath Kumar G, Prasad C, Somanna S, Devi BI. Can diffusion tensor imaging predict outcome in acute traumatic deterioration of degenerative cervical spine disease. INDIAN JOURNAL OF NEUROTRAUMA 2013. [DOI: 10.1016/j.ijnt.2013.04.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Wen CY, Cui JL, Liu HS, Mak KC, Cheung WY, Luk KDK, Hu Y. Is diffusion anisotropy a biomarker for disease severity and surgical prognosis of cervical spondylotic myelopathy? Radiology 2013; 270:197-204. [PMID: 23942607 DOI: 10.1148/radiol.13121885] [Citation(s) in RCA: 75] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
PURPOSE To explore the value of diffusion-tensor (DT) imaging in addressing the severity of cervical spondylotic myelopathy (CSM) and predicting the outcome of surgical treatment. MATERIALS AND METHODS From July 2009 to May 2012, 65 volunteers were recruited for this institutional review board-approved study, and all gave informed consent; 20 volunteers were healthy subjects (age range, 41-62 years), and 45 were patients with CSM (age range, 43-86 years). Anatomic and DT 3.0-T magnetic resonance images were obtained. Surgical decompression was performed in 22 patients with CSM, and patients were followed up for 6 months to 2 years. The clinical severity of myelopathy and postoperative recovery were assessed by using the modified Japanese Orthopaedic Association (mJOA) score. A recovery ratio (comparison of postoperative with preoperative mJOA score) of more than 50% indicated a good clinical outcome of surgery. DT findings, patient age, T2 high signal intensity (HSI), and somatosensory evoked potential (SEP) were analyzed by using a logistic regression model to predict the surgical outcome of patients with CSM. RESULTS A significant difference in cervical cord mean fractional anisotropy (FA) was found between healthy subjects and patients with CSM (0.65 ± 0.05 [standard deviation] vs 0.52 ± 0.13, P < .001). FA values were significantly correlated with the severity of neurologic dysfunction indicated by mJOA score (r(2) = 0.327, P = .016). Logistic regression analysis showed that mean FA (P = .030) and FA at the C2 vertebra (P = .035) enabled prediction of good surgical outcome; however, preoperative mJOA (P = .927), T2 HSI (P = .176), SEP amplitude (P = .154), and latency (P = .260) did not. CONCLUSION FA is a biomarker for the severity of myelopathy and for subsequent surgical outcome.
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Affiliation(s)
- Chun Yi Wen
- From the Department of Orthopaedics and Traumatology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, 12 Sandy Bay Rd, Pokfulam, Hong Kong
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Analysis of high-voltage electrical spinal cord injury using diffusion tensor imaging. J Neurol 2013; 260:2876-83. [PMID: 24002417 DOI: 10.1007/s00415-013-7081-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2013] [Revised: 08/13/2013] [Accepted: 08/14/2013] [Indexed: 10/26/2022]
Abstract
The aim of this study was to investigate spinal cord injury (SCI) on the basis of diffusion tensor imaging (DTI) in patients with high-voltage electrical injury. We recruited eight high-voltage electrical injury patients and eight healthy subjects matched for age and sex. DTI and central motor conduction time were acquired in both the patient and control groups. We obtained DTI indices according to the spinal cord levels (from C2 to C7) and cross-section locations (anterior, lateral, and posterior). Fractional anisotrophy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) were compared between the two groups; additionally, they were compared in relation to spinal cord level and cross-section location. In the patient group relative to the control group, the FA value decreased and the MD and RD values increased in all of the regions of interest (ROI) with statistical significance (p < 0.05). In the patient group, particularly in the ROIs of the anterior spinal cord compared with the lateral and posterior spinal cords, the FA value decreased with statistical significance (p < 0.05). The DTI indices did not differ by level. DTI revealed the change of diffusion in the spinal cords of patients with high-voltage electrical injury, and corroborated the pathophysiology, myelinopathy and typical anterior spinal cord location of high-voltage electrical SCI already reported in the literature.
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Yoo WK, Kim TH, Hai DM, Sundaram S, Yang YM, Park MS, Kim YC, Kwak YH, Ohn SH, Kim SW. Correlation of magnetic resonance diffusion tensor imaging and clinical findings of cervical myelopathy. Spine J 2013; 13:867-76. [PMID: 23523441 DOI: 10.1016/j.spinee.2013.02.005] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2011] [Revised: 10/09/2012] [Accepted: 02/08/2013] [Indexed: 02/09/2023]
Abstract
BACKGROUND CONTEXT Despite significant advances in the development of diagnostic technology, the diagnosis of cervical myelopathy (CM) still remains based on the clinical findings, which do not provide the means for a sufficiently accurate diagnosis. Furthermore, conventional magnetic resonance imaging (MRI) using T1- and T2-weighted sequences lacks sensitivity to detect and characterize spinal cord lesions. Considering these uncertainties, several investigators have assessed the diagnostic value of diffusion tensor imaging (DTI), an advanced MRI technique that measures the diffusion of water molecules. PURPOSE To determine the diagnostic value of DTI in CM in reliably characterizing spinal lesions and in associating them with the clinical findings. STUDY DESIGN/SETTING Prospective cohort study. PATIENT SAMPLE Fifteen CM patients and five healthy volunteers without a history of neurological disorders or of symptoms as controls. OUTCOME MEASURES Symptoms and signs of CM were evaluated by the use of a modified Japanese Orthopedic Score and the other clinical findings. T2-weighed MRI was used to note the number of compressed levels. Diffusion tensor imaging results were measured according to two parameters, fractional anisotropy (FA) and apparent diffusion coefficient (ADC), at anterior, lateral, and posterior regions of interest (ROIs) in each of five cervical vertebrae, C3-C7. METHODS On diagnosis of CM by clinical evaluation and findings from T2-weighted MRI, the 15 subjects were assigned to two subgroups based on complaints, symptoms, and signs. The nine subjects who had typical CM symptoms such as motor weakness, gait disturbance, clumsiness of the hands, and unilateral hypesthesia were assigned to the paralysis subgroup. The other six subjects, whose main symptom was pain and who had vague signs of upper motor neuron injury despite a definitive finding of CM by T2-weighted MRI, were assigned to the pain subgroup. Once assignments had been made, subjects underwent DTI done by the use of the same scanner as for T2-weighted MRI. Results of DTI for each subgroup and controls were averaged, and the mean was used for comparisons. Diffusion tensor imaging results from the paralysis subgroup were sorted into affected and unaffected sides according to the presence or the absence of symptoms. RESULTS The paralysis subgroup and the pain subgroup had similar findings from T2-weighted MRI on presentation. The paralysis subgroup had statistically significantly decreased FA values in the anterior and lateral ROIs on the affected side and in the anterior ROIs on the unaffected side, compared with controls. The paralysis subgroup also had statistically significantly increased ADC values in the anterior ROIs of the affected side, compared with controls. The pain subgroup showed significantly increased ADC values in anterior, lateral, and posterior ROIs. CONCLUSIONS Use of DTI to quantitatively compare compression in the cervical spinal cords of CM subjects and healthy controls explained individual differences in the clinical findings in the subjects. These findings even applied to CM subjects whose compressed spinal cords looked similar on conventional T2-weighted MRI. Therefore, DTI provided more accurate and reliable information than did conventional T2-weighted MRI about the relationship between spinal cord structure and clinical presentation of CM. Based on our DTI findings, we hypothesized that different clinical findings in CM are attributable to the stage of progression and the severity of pathologic change at presentation. We anticipate that the use of DTI to quantify the extent of myelopathological changes in CM could be more reliable than any other existing diagnostic tools and might provide invaluable information about selecting the optimal treatment for CM and predicting surgical outcomes and prognosis.
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Affiliation(s)
- Woo-Kyoung Yoo
- Department of Rehabilitation Medicine, Hallym University Sacred Heart Hospital, College of Medicine, Hallym University, 896 Pyeongchon-dong, Dongan-gu, Anyang-si, Gyeonggi-do 431-070, South Korea
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[Spinal cord diffusion tensor tractography as a diagnostic tool in difficult cases of spinal cord intramedullary tumours]. Neurol Neurochir Pol 2013; 47:74-9. [PMID: 23487297 DOI: 10.5114/ninp.2013.32938] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Diffusion tensor-based spinal cord tractography is a technically complicated but rapidly evolving diagnostic method. The difficulties result from the volume of the spinal cord, the constant pulsing of the cerebrospinal fluid and respiratory movements. The method is being used more and more frequently to examine long spinal tracts in patients with intramedullary tumours. The method can be especially useful for ambiguous cases investigation. The presented case with coincidental intramedullary tumour and severe cervical spondylosis has been described by the authors to show their own experience with spinal cord tractography as a useful tool in determining an effective treatment method.
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Griffin JF, Cohen ND, Young BD, Eichelberger BM, Padua A, Purdy D, Levine JM. Thoracic and lumbar spinal cord diffusion tensor imaging in dogs. J Magn Reson Imaging 2013; 37:632-41. [DOI: 10.1002/jmri.23862] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2012] [Accepted: 09/05/2012] [Indexed: 11/06/2022] Open
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Vedantam A, Jirjis M, Eckhardt G, Sharma A, Schmit BD, Wang MC, Ulmer JL, Kurpad S. Diffusion tensor imaging of the spinal cord: a review. COLUNA/COLUMNA 2013. [DOI: 10.1590/s1808-18512013000100014] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Diffusion tensor imaging (DTI) is a magnetic resonance technique capable of measuring the magnitude and direction of water molecule diffusion in various tissues. The use of DTI is being expanded to evaluate a variety of spinal cord disorders both for prognostication and to guide therapy. The purpose of this article is to review the literature on spinal cord DTI in both animal models and humans in different neurosurgical conditions. DTI of the spinal cord shows promise in traumatic spinal cord injury, cervical spondylotic myelopathy, and intramedullary tumors. However, scanning protocols and image processing need to be refined and standardized.
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Sąsiadek MJ, Szewczyk P, Bladowska J. Application of diffusion tensor imaging (DTI) in pathological changes of the spinal cord. Med Sci Monit 2012; 18:RA73-9. [PMID: 22648262 PMCID: PMC3560718 DOI: 10.12659/msm.882891] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
We review the current knowledge concerning clinical applications of the advanced technique of magnetic resonance imaging (MRI): diffusion tensor imaging (DTI) of the spinal cord. Due to technical difficulties, DTI has rarely been used in spinal cord diseases. However, in our opinion it is potentially a very useful method in diagnosis of the different pathological processes of the spinal cord and spinal canal. We discuss the physical principles and technical aspects of DTI, as well as current and future applications. DTI seems to be a very promising method for assessment of spinal cord trauma, spinal canal tumors, degenerative myelopathy, as well as demyelinating and infectious diseases of the spinal cord. DTI enables both qualitative and quantitative (by measuring of the fractional anisotropy and apparent diffusion coefficient parameters) assessment of the spinal cord. The particular applications are illustrated by the examples provided in this article.
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Affiliation(s)
- Marek J Sąsiadek
- Department of General and Interventional Radiology and Neuroradiology, Chair of Radiology, Wroclaw Medical University, Wroclaw, Poland.
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Freund P, Curt A, Friston K, Thompson A. Tracking changes following spinal cord injury: insights from neuroimaging. Neuroscientist 2012; 19:116-28. [PMID: 22730072 PMCID: PMC4107798 DOI: 10.1177/1073858412449192] [Citation(s) in RCA: 67] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Traumatic spinal cord injury is often disabling and recovery of function is limited. As a
consequence of damage, both spinal cord and brain undergo anatomical and functional
changes. Besides clinical measures of recovery, biomarkers that can detect early
anatomical and functional changes might be useful in determining clinical outcome—during
the course of rehabilitation and recovery—as well as furnishing a tool to evaluate novel
treatment interventions and their mechanisms of action. Recent evidence suggests an
interesting three-way relationship between neurological deficit and changes in the spinal
cord and of the brain and that, importantly, noninvasive magnetic resonance imaging
techniques, both structural and functional, provide a sensitive tool to lay out these
interactions. This review describes recent findings from multimodal imaging studies of
remote anatomical changes (i.e., beyond the lesion site), cortical reorganization, and
their relationship to clinical disability. These developments in this field may improve
our understanding of effects on the nervous system that are attributable to the injury
itself and will allow their distinction from changes that result from rehabilitation
(i.e., functional retraining) and from interventions affecting the nervous system directly
(i.e., neuroprotection or regeneration).
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Affiliation(s)
- Patrick Freund
- Department of Brain Repair & Rehabilitation, UCL Institute of Neurology, UCL, London, UK.
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Petersen JA, Wilm BJ, von Meyenburg J, Schubert M, Seifert B, Najafi Y, Dietz V, Kollias S. Chronic Cervical Spinal Cord Injury: DTI Correlates with Clinical and Electrophysiological Measures. J Neurotrauma 2012; 29:1556-66. [DOI: 10.1089/neu.2011.2027] [Citation(s) in RCA: 103] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Jens A. Petersen
- Department of Neurology, University Hospital Zurich, Zurich, Switzerland
- Institute of Neuroradiology, University Hospital Zurich, Zurich, Switzerland
| | - Bertram J. Wilm
- Institute of Neuroradiology, University Hospital Zurich, Zurich, Switzerland
- Institute for Biomedical Engineering, University & ETH Zurich, Zurich, Switzerland
| | - Jan von Meyenburg
- Institute of Neuroradiology, University Hospital Zurich, Zurich, Switzerland
| | - Martin Schubert
- Spinal Cord Injury Center, University Hospital Balgrist, Zurich, Switzerland
| | - Burkhardt Seifert
- Division of Biostatistics, Institute of Social and Preventive Medicine, University of Zurich, Zurich, Switzerland
| | - Yousef Najafi
- Institute of Neuroradiology, University Hospital Zurich, Zurich, Switzerland
| | - Volker Dietz
- Spinal Cord Injury Center, University Hospital Balgrist, Zurich, Switzerland
| | - Spyridon Kollias
- Institute of Neuroradiology, University Hospital Zurich, Zurich, Switzerland
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Abstract
Magnetic resonance (MR) imaging at 3 T has proved superior to 1.5 T in the brain for detecting numerous pathologic entities including hemosiderin, tiny metastases, subtle demyelinating plaques, active demyelinating plaques, and some epileptogenic foci, as well as small aneurysms with MR angiography. 3 T is superior to most advanced imaging techniques including diffusion, diffusion tensor imaging, perfusion, spectroscopy and functional MR imaging. The increased signal/noise ratio at 3 T permits higher spatial resolution. Initially spine imaging at 3 T proved more difficult with less successful results. During the past 7 years, technological advances in magnet and surface coil design as well as improved radio frequency transmitters and pulse sequence design in combination with the large body of knowledge accrued by radiologists and physicists during a nine year experience with clinical imaging of the spine with the doubled B0, has resulted in 3 T MRI of the spine achieving a reputation similar to that for brain imaging.
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Affiliation(s)
- Marc Shapiro
- NeuroImaging Institute of Winter Park, 2111 Glenwood Drive, Winter Park, FL 32792, USA.
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Signal-to-noise ratio of diffusion weighted magnetic resonance imaging: Estimation methods and in vivo application to spinal cord. Biomed Signal Process Control 2012. [DOI: 10.1016/j.bspc.2011.06.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Andre JB, Bammer R. Advanced diffusion-weighted magnetic resonance imaging techniques of the human spinal cord. Top Magn Reson Imaging 2012; 21:367-78. [PMID: 22158130 DOI: 10.1097/rmr.0b013e31823e65a1] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Unlike those of the brain, advances in diffusion-weighted imaging (DWI) of the human spinal cord have been challenged by the more complicated and inhomogeneous anatomy of the spine, the differences in magnetic susceptibility between adjacent air and fluid-filled structures and the surrounding soft tissues, and the inherent limitations of the initially used echo-planar imaging techniques used to image the spine. Interval advances in DWI techniques for imaging the human spinal cord, with the specific aims of improving the diagnostic quality of the images, and the simultaneous reduction in unwanted artifacts have resulted in higher-quality images that are now able to more accurately portray the complicated underlying anatomy and depict pathologic abnormality with improved sensitivity and specificity. Diffusion tensor imaging (DTI) has benefited from the advances in DWI techniques, as DWI images form the foundation for all tractography and DTI. This review provides a synopsis of the many recent advances in DWI of the human spinal cord, as well as some of the more common clinical uses for these techniques, including DTI and tractography.
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Affiliation(s)
- Jalal B Andre
- Department of Radiology, Stanford University, Stanford, CA 94305-5105, USA.
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Diffusion-weighted MR imaging within 24 h post-injury after traumatic spinal cord injury: a qualitative meta-analysis between T2-weighted imaging and diffusion-weighted MR imaging in 18 patients. Spinal Cord 2012; 50:426-31. [DOI: 10.1038/sc.2011.168] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Jones J, Lerner A, Kim PE, Law M, Hsieh PC. Diffusion tensor imaging in the assessment of ossification of the posterior longitudinal ligament: a report on preliminary results in 3 cases and review of the literature. Neurosurg Focus 2012; 30:E14. [PMID: 21361752 DOI: 10.3171/2011.1.focus10262] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Cervical spondylotic myelopathy due to ossification of the posterior longitudinal ligament (OPLL) is a common neurosurgical disease that carries high morbidity. OPLL and other degenerative processes cause narrowing of the central canal, with subsequent spinal cord injury. Repeated minor trauma and vascular aberrations have been purported to underlie cervical spondylotic myelopathy, although the exact pathophysiological mechanism is unclear. Regardless, detection of early axonal damage may allow more timely surgical intervention and prediction of functional outcome. Diffusion tensor (DT) imaging of the cervical spine is a novel technique with improved sensitivity compared with conventional anatomical MR imaging that is currently available on most clinical scanners. This review describes the theoretical basis, application, and analysis of DT imaging as it pertains to neurosurgery. Particular emphasis is placed on OPLL.
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Affiliation(s)
- Jesse Jones
- Department of Neurosurgery, University of Southern California, Los Angeles, CA, USA.
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72
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Thurnher MM. Spinal Cord Inflammatory and Demyelinating Diseases. DISEASES OF THE BRAIN, HEAD & NECK, SPINE 2012–2015 2012:173-176. [DOI: 10.1007/978-88-470-2628-5_25] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2025]
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73
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Lee JW, Kim JH, Park JB, Park KW, Yeom JS, Lee GY, Kang HS. Diffusion tensor imaging and fiber tractography in cervical compressive myelopathy: preliminary results. Skeletal Radiol 2011; 40:1543-51. [PMID: 21494906 DOI: 10.1007/s00256-011-1161-z] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2011] [Revised: 03/18/2011] [Accepted: 03/20/2011] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To assess diffusion tensor imaging (DTI) parameters in cervical compressive myelopathy (CCM) patients compared to normal volunteers, to relate them with myelopathy severity, and to relate tractography patterns with postoperative neurologic improvement. SUBJECTS AND METHODS Twenty patients suffering from CCM were prospectively enrolled (M:F = 13:7, mean age, 49.6 years; range 22-67 years) from September 2009 to March 2010. Sensitivity encoding (SENSE) single-shot echo-planar imaging (EPI) was used for the sagittal DTI. Twenty sex- and age-matched normal volunteers underwent the same scanning procedure. Fractional anisotropy (FA) and apparent diffusion coefficient (ADC) values in the spinal cord were compared between the patients and normal volunteers and were related to myelopathy severity based on Japanese Orthopedic Association (JOA) scores. Tractography patterns were related to myelopathy severity and postoperative improvement. RESULTS There were significant differences between patients and normal volunteers in terms of FA (0.498 ± 0.114 vs. 0.604 ± 0.057; p = 0.001) and ADC (1.442 ± 0.389 vs. 1.169 ± 0.098; p = 0.001). DTI parameters and tractography patterns were not related to myelopathy severity. In ten patients in the neurologically worse group, postoperative neurologic improvement was seen in four of five patients with intact fiber tracts, but only one of five patients with interrupted fiber tracts exhibited neurologic improvement. CONCLUSION DTI parameters in CCM patients were significantly different from those in normal volunteers but were not significantly related to myelopathy severity. The patterns of tractography appear to correlate with postoperative neurologic improvement.
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Affiliation(s)
- Joon Woo Lee
- Department of Radiology, Seoul National University Bundang Hospital, 300 Gumidong, Bundag-Gu, Seong Nam, Gyeongi-do 463-707, Korea
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Orientation entropy analysis of diffusion tensor in healthy and myelopathic spinal cord. Neuroimage 2011; 58:1028-33. [PMID: 21777679 DOI: 10.1016/j.neuroimage.2011.06.072] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2011] [Revised: 06/23/2011] [Accepted: 06/24/2011] [Indexed: 11/21/2022] Open
Abstract
The majority of nerve fibers in the spinal cord run longitudinally, playing an important role in connecting the brain to the peripheral nerves. There is a growing interest in applying diffusion tensor imaging (DTI) to the evaluation of spinal cord microarchitecture. The current study sought to compare the organization of longitudinal nerve fibers between healthy and myelopathic spinal cords using entropy-based analysis of principal eigenvector mapping. A total of 22 subjects were recruited, including 14 healthy subjects, seven cervical myelopathy (CM) patients with single-level compression, and one patient suffering from multi-level compression. Diffusion tensor magnetic resonance (MR) images of the cervical spinal cord were obtained using a pulsed gradient, spin-echo echo-planar imaging (SE-EPI) sequence with a 3T MR system. Regions of interest (ROIs) were drawn manually to cover the spinal cord, and Shannon entropy was calculated in principal eigenvector maps. The results revealed no significant differences in orientation entropy values along the whole length of cervical spinal cord in healthy subjects (C2-3: 0.73±0.05; C3-4: 0.71±0.07; C4-5: 0.72±0.048; C5-6: 0.71±0.07; C6-7: 0.72±0.07). In contrast, orientation entropy values in myelopathic cord were significantly higher at the compression site (0.91±0.03), and the adjacent levels (above: 0.85±0.03; below: 0.83±0.05). This study provides a novel approach to analyze the orientation information in diffusion MR images of healthy and diseased spinal cord. These results indicate that orientation entropy can be applied to determine the contribution of each compression level to the overall disorganization of principal nerve tracts of myelopathic spinal cord in cases with multi-level compression.
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Zaharchuk G, Saritas EU, Andre JB, Chin CT, Rosenberg J, Brosnan TJ, Shankaranarayan A, Nishimura DG, Fischbein NJ. Reduced field-of-view diffusion imaging of the human spinal cord: comparison with conventional single-shot echo-planar imaging. AJNR Am J Neuroradiol 2011; 32:813-20. [PMID: 21454408 DOI: 10.3174/ajnr.a2418] [Citation(s) in RCA: 81] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE DWI of the spinal cord is challenging because of its small size and artifacts associated with the most commonly used clinical imaging method, SS-EPI. We evaluated the performance of rFOV spinal cord DWI and compared it with the routine fFOV SS-EPI in a clinical population. MATERIALS AND METHODS Thirty-six clinical patients underwent 1.5T MR imaging examination that included rFOV SS-EPI DWI of the cervical spinal cord as well as 2 comparison diffusion sequences: fFOV SS-EPI DWI normalized for either image readout time (low-resolution fFOV) or spatial resolution (high-resolution fFOV). ADC maps were created and compared between the methods by using single-factor analysis of variance. Two neuroradiologists blinded to sequence type rated the 3 DWI methods, based on susceptibility artifacts, perceived spatial resolution, signal intensity-to-noise ratio, anatomic detail, and clinical utility. RESULTS ADC values for the rFOV and both fFOV sequences were not statistically different (rFOV: 1.01 ± 0.18 × 10(-3) mm(2)/s; low-resolution fFOV: 1.12 ± 0.22 × 10(-3) mm(2)/s; high-resolution fFOV: 1.10 ± 0.21 × 10(-3) mm(2)/s; F = 2.747, P > .05). The neuroradiologist reviewers rated the rFOV diffusion images superior in terms of all assessed measures (P < 0.0001). Particular improvements were noted in patients with metal hardware, degenerative disease, or both. CONCLUSIONS rFOV DWI of the spinal cord overcomes many of the problems associated with conventional fFOV SS-EPI and is feasible in a clinical population. From a clinical standpoint, images were deemed superior to those created by using standard fFOV methods.
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Affiliation(s)
- G Zaharchuk
- Department of Radiology, Stanford University, California, USA.
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76
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Kara B, Celik A, Karadereler S, Ulusoy L, Ganiyusufoglu K, Onat L, Mutlu A, Ornek I, Sirvanci M, Hamzaoglu A. The role of DTI in early detection of cervical spondylotic myelopathy: a preliminary study with 3-T MRI. Neuroradiology 2011; 53:609-16. [PMID: 21344215 DOI: 10.1007/s00234-011-0844-4] [Citation(s) in RCA: 80] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2010] [Accepted: 01/31/2011] [Indexed: 12/28/2022]
Abstract
INTRODUCTION The radiological diagnosis of cervical spondylotic myelopathy (CSM) has to be made as soon as possible, since surgery performed in earlier stages during the course of CSM was reported to be more successful when compared with later stages. We hypothesized that diffusion tensor imaging (DTI) may detect CSM in earlier stages, before the appearance of signal increase in T2-weighted sequences. METHODS A total of 16 patients with neurological signs and symptoms of CSM but without hyperintensity in spinal cord on T2-weighted sequences enrolled in the study. The magnetic resonance (MR) examinations were performed on a 3-T MR imaging system. Apparent diffusion coefficient (ADC) and fractional anisotropy (FA) maps were generated on axial plane. The ADC and FA measurements in each individual were made at the level of most severe cervical canal stenosis and at a nonstenotic level. Student's t test was used to compare FA and ADC values of the spinal cord in stenotic and nonstenotic segments. We also investigated if there was a correlation between DTI parametrics and duration of clinical symptoms by using Pearson correlation analysis. RESULTS All patients showed changes in DTI parametrics at stenotic segments. While FA values of the spinal cord at the stenotic level showed a statistically significant reduction, there was a statistically significant increase in the measured ADC values (p < 0.001). There was no statistical correlation between the duration of symptoms and DTI parametrics. CONCLUSION Our preliminary findings indicate that DTI may show abnormalities in the spinal cord before the development of T2 hyperintensity on conventional sequences in patients with CSM.
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Affiliation(s)
- Batuhan Kara
- Department of Radiology, Bakirköy Dr. Sadi Konuk Teaching Hospital, Tevfik Saglam Caddesi No:11 Zuhuratbaba, Bakırköy, 34147, Istanbul, Turkey.
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de Carvalho Rangel C, Hygino Cruz LC, Takayassu TC, Gasparetto EL, Domingues RC. Diffusion MR Imaging in Central Nervous System. Magn Reson Imaging Clin N Am 2011; 19:23-53. [DOI: 10.1016/j.mric.2010.10.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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Spinal cord infarction from an unstable aortic plaque. Can J Neurol Sci 2010; 38:145-6. [PMID: 21156447 DOI: 10.1017/s0317167100011215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
A 78 year-old woman presented with acute onset low back pain with radiation into the right T12-L2 dermatomes, progressive flaccid paraparesis, urinary incontinence and bilateral lower extremity paresthesias. Examination revealed flaccid paraparesis, and a T12 sensory level to pin with intact vibration and proprioception. Magnetic resonance imaging (MRI) (Figure 1) of the spinal cord demonstrated T2 hyperintensity and restricted diffusion from T12 to the conus medullaris. Computed tomogram (CT) aortogram (Figure 2) highlighted an ulcerated plaque and thrombus at the approximate level of the artery of Adamkiewicz. These findings were consistent with a spinal cord infarct of the cord from T12-L2. The patient was treated with Clopidogrel and IV heparin (x two days) and was transferred for spinal cord rehabilitation.
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Cui JL, Wen CY, Hu Y, Li TH, Luk KDK. Entropy-based analysis for diffusion anisotropy mapping of healthy and myelopathic spinal cord. Neuroimage 2010; 54:2125-31. [PMID: 20951216 DOI: 10.1016/j.neuroimage.2010.10.018] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2010] [Revised: 09/24/2010] [Accepted: 10/06/2010] [Indexed: 11/27/2022] Open
Abstract
The present study utilized diffusion MR imaging and fractional anisotropy (FA) mapping to delineate the microstructure of spinal cord. The concept of Shannon entropy was introduced to analyze the complex microstructure of healthy and injured spinal cords based on FA map. A total of 30 volunteers were recruited in this study with informed consent, including 13 healthy adult subjects (group A, 25±3 years), 12 healthy elderly subjects (group B, 53±7 years) and 5 cervical spondylotic myelopathy (CSM) patients (group C, 53±15 years). Diffusion MRI images of cervical spinal cord were taken using pulsed gradient spin-echo-echo-planar imaging (SE-EPI) sequence with a 3T MR system. The region of interest was defined to cover the spinal cord in FA maps. The Shannon entropy of FA values of voxels in the cord was calculated as well as the average FA values. The significant differences were determined among three groups using one-way ANOVA and post-hoc test. As compared with adult and elderly healthy subjects, the entropy of whole spinal cord was significantly lower in CSM patients (group A: 6.07±0.18; B: 6.01±0.23; C: 5.32±0.44; p<0.05). Whereas there were no significant difference in FA values among groups (group A: 0.62±0.08; B: 0.64±0.09; C: 0.64±0.12). In CSM patients, there was a loss of architectural structural complexity in the cervical spinal cord tissue as noted by the lower Shannon entropy value. It indicated the potential application of entropy-based analysis for the diagnosis of the severity of chronic compressive spinal cord injuries, i.e. CSM.
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Affiliation(s)
- Jiao-Long Cui
- Department of Orthopaedics and Traumatology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong
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