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Jende JME, Heutehaus L, Preisner F, Verez Sola CM, Mooshage CM, Heiland S, Rupp R, Bendszus M, Weidner N, Kurz FT, Franz S. Magnetic resonance neurography in spinal cord injury: Imaging findings and clinical significance. Eur J Neurol 2024; 31:e16198. [PMID: 38235932 PMCID: PMC11235803 DOI: 10.1111/ene.16198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 12/10/2023] [Accepted: 12/21/2023] [Indexed: 01/19/2024]
Abstract
BACKGROUND AND PURPOSE It is unknown whether changes to the peripheral nervous system following spinal cord injury (SCI) are relevant for functional recovery or the development of neuropathic pain below the level of injury. Magnetic resonance neurography (MRN) at 3 T allows detection and localization of structural and functional nerve damage. This study aimed to combine MRN and clinical assessments in individuals with chronic SCI and nondisabled controls. METHODS Twenty participants with chronic SCI and 20 controls matched for gender, age, and body mass index underwent MRN of the L5 dorsal root ganglia (DRG) and the sciatic nerve. DRG volume, sciatic nerve mean cross-sectional area (CSA), fascicular lesion load, and fractional anisotropy (FA), a marker for functional nerve integrity, were calculated. Results were correlated with clinical assessments and nerve conduction studies. RESULTS Sciatic nerve CSA and lesion load were higher (21.29 ± 5.82 mm2 vs. 14.08 ± 4.62 mm2 , p < 0.001; and 8.70 ± 7.47% vs. 3.60 ± 2.45%, p < 0.001) in individuals with SCI compared to controls, whereas FA was lower (0.55 ± 0.11 vs. 0.63 ± 0.08, p = 0.022). DRG volumes were larger in individuals with SCI who suffered from neuropathic pain compared to those without neuropathic pain (223.7 ± 53.08 mm3 vs. 159.7 ± 55.66 mm3 , p = 0.043). Sciatic MRN parameters correlated with electrophysiological results but did not correlate with the extent of myelopathy or clinical severity of SCI. CONCLUSIONS Individuals with chronic SCI are subject to a decline of structural peripheral nerve integrity that may occur independently from the clinical severity of SCI. Larger volumes of DRG in SCI with neuropathic pain support existing evidence from animal studies on SCI-related neuropathic pain.
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Affiliation(s)
- Johann M. E. Jende
- Department of NeuroradiologyHeidelberg University HospitalHeidelbergGermany
| | - Laura Heutehaus
- Spinal Cord Injury CenterHeidelberg University HospitalHeidelbergGermany
| | - Fabian Preisner
- Department of NeuroradiologyHeidelberg University HospitalHeidelbergGermany
| | | | | | - Sabine Heiland
- Department of NeuroradiologyHeidelberg University HospitalHeidelbergGermany
- Division of Experimental Radiology, Department of NeuroradiologyHeidelberg University HospitalHeidelbergGermany
| | - Rüdiger Rupp
- Spinal Cord Injury CenterHeidelberg University HospitalHeidelbergGermany
| | - Martin Bendszus
- Department of NeuroradiologyHeidelberg University HospitalHeidelbergGermany
| | - Norbert Weidner
- Spinal Cord Injury CenterHeidelberg University HospitalHeidelbergGermany
| | - Felix T. Kurz
- Department of NeuroradiologyHeidelberg University HospitalHeidelbergGermany
- German Cancer Research CenterHeidelbergGermany
| | - Steffen Franz
- Spinal Cord Injury CenterHeidelberg University HospitalHeidelbergGermany
- Department for Spinal Cord InjuryAllgemeine Unfallversicherungsanstalt ‐ Austrain Workers' Compensation Board, Rehabilitation Center Weisser HofKlosterneuburgAustria
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Glutathione in the Pons Is Associated With Clinical Status Improvements in Subacute Spinal Cord Injury. Invest Radiol 2023; 58:131-138. [PMID: 35926077 DOI: 10.1097/rli.0000000000000905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
OBJECTIVES In spinal cord injury (SCI), the primary mechanical injury is followed by secondary sequelae that develop over the subsequent months and manifests in biochemical, functional, and microstructural alterations, at the site of direct injury but also in the spinal cord tissue above and below the actual lesion site. Noninvasive magnetic resonance spectroscopy (MRS) can be used to assess biochemical modulation occurring in the secondary injury phase, in addition to and supporting conventional MRI, and might help predict and improve patient outcome. In this article, we aimed to examine the metabolic levels in the pons of subacute SCI by means of in vivo proton MRS at 3 T and explore the association to clinical scores. MATERIALS AND METHODS In this prospective study, between November 2015 and February 2018, single-voxel short-echo MRS data were acquired in healthy controls and in SCI subjects in the pons once during rehabilitation. Besides the single-point MRS examination, in addition, in participants with SCI, the clinical status (ie, motor, light touch, and pinprick scores) was assessed twice: (1) around the MRS session (approximately 10 weeks postinjury) and (2) before discharge (at approximately 9 months postinjury). The group differences were assessed with Kruskal-Wallis test, the post hoc comparison was assessed with Wilcoxon rank sum test, and the clinical correlations were conducted with Spearman rank correlation test. Bayes factor calculations completed the statistical part providing relevant evidence values. RESULTS Twenty healthy controls (median age, 50 years; interquartile range, 41-55 years; 18 men) and 18 subjects with traumatic SCI (median age, 50 years; interquartile range, 32-58 years; 16 men) are included. Group comparison showed an increase of total N -acetylaspartate and combined glutamate and glutamine levels in complete SCI and a reduction of total creatine in incomplete paraplegic SCI. The proton MRS-based glutathione levels at baseline correlate to the motor score improvement during rehabilitation in incomplete subacute SCI. CONCLUSIONS This exploratory study showed an association of the metabolite concentration of glutathione in the pons assessed at approximately 10 weeks after injury with the improvements of the motor score during the rehabilitation. Pontine glutathione levels in subjects with traumatic subacute incomplete SCI acquired remote from the injury site correlate to clinical score and might therefore be beneficial in the rehabilitation assessments.
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Guo Y, Gao F, Guo H, Yu W, Chen Z, Yang M, Yang D, Du L, Li J. Cortical morphometric changes associated with completeness, level, and duration of spinal cord injury in humans: A case-control study. Brain Behav 2021; 11:e02037. [PMID: 33438834 PMCID: PMC8035470 DOI: 10.1002/brb3.2037] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Revised: 12/19/2020] [Accepted: 12/31/2020] [Indexed: 01/01/2023] Open
Abstract
OBJECTIVE This study investigated how the injury completeness, level, and duration of spinal cord injury (SCI) affect cortical morphometric changes in humans. METHODS T1-weighted images were acquired from 59 SCI patients and 37 healthy controls. Voxel-based morphometry analyses of the gray matter volume (GMV) were performed between SCI patients and healthy controls, complete SCI and incomplete SCI, and tetraplegia and paraplegia. Correlation analyses were performed to explore the associations between GMV and clinical variables in SCI patients. RESULTS Compared to healthy controls, SCI patients showed decreased GMV in bilateral middle frontal gyrus, left superior frontal gyrus (SFG), left medial frontal gyrus in the whole-brain analysis, while increased GMV in right supplementary motor area and right pallidum in ROI analysis. The complete SCI had lower GMV in left primary somatosensory cortex (S1) and higher GMV in left primary motor cortex compared with incomplete SCI. Lower GMV was identified in left thalamus and SFG in tetraplegia than that in paraplegia. Moreover, time since injury was positive with the GMV in right pallidum, positive correlations were observed between the GMV in bilateral S1 and total motor and sensory scores, whereas the GMV in left cuneus was negatively correlated with total motor and sensory scores in SCI patients. CONCLUSIONS The study provided imaging evidence for identifying cerebral structural abnormalities in SCI patients and significant differences in complete/incomplete and paraplegia/tetraplegia subgroups. These results suggested brain structural changes occur after SCI and these changes may depend on the injury completeness, level, and duration.
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Affiliation(s)
- Yun Guo
- School of Rehabilitation Medicine, Capital Medical University, Beijing, China.,Department of Spinal and Neural Functional Reconstruction, China Rehabilitation Research Center, Beijing, China.,China Rehabilitation Science Institute, Beijing, China.,Center of Neural Injury and Repair, Beijing Institute for Brain Disorders, Beijing, China.,Beijing Key Laboratory of Neural Injury and Rehabilitation, Beijing, China.,Department of Rehabilitation Medicine, Beijing Tsinghua Changgung Hospital, Beijing, China
| | - Feng Gao
- School of Rehabilitation Medicine, Capital Medical University, Beijing, China.,Department of Spinal and Neural Functional Reconstruction, China Rehabilitation Research Center, Beijing, China.,China Rehabilitation Science Institute, Beijing, China.,Center of Neural Injury and Repair, Beijing Institute for Brain Disorders, Beijing, China.,Beijing Key Laboratory of Neural Injury and Rehabilitation, Beijing, China.,Department of Rehabilitation Medicine, Beijing Tsinghua Changgung Hospital, Beijing, China
| | - Hua Guo
- Department of Biomedical Engineering, Center for Biomedical Imaging Research, School of Medicine, Tsinghua University, Beijing, China
| | - Weiyong Yu
- School of Rehabilitation Medicine, Capital Medical University, Beijing, China.,Department of Radiology, China Rehabilitation Research Center, Beijing, China
| | - Zhenbo Chen
- School of Rehabilitation Medicine, Capital Medical University, Beijing, China.,Department of Radiology, China Rehabilitation Research Center, Beijing, China
| | - Mingliang Yang
- School of Rehabilitation Medicine, Capital Medical University, Beijing, China.,Department of Spinal and Neural Functional Reconstruction, China Rehabilitation Research Center, Beijing, China.,China Rehabilitation Science Institute, Beijing, China.,Center of Neural Injury and Repair, Beijing Institute for Brain Disorders, Beijing, China.,Beijing Key Laboratory of Neural Injury and Rehabilitation, Beijing, China
| | - Degang Yang
- School of Rehabilitation Medicine, Capital Medical University, Beijing, China.,Department of Spinal and Neural Functional Reconstruction, China Rehabilitation Research Center, Beijing, China.,China Rehabilitation Science Institute, Beijing, China.,Center of Neural Injury and Repair, Beijing Institute for Brain Disorders, Beijing, China.,Beijing Key Laboratory of Neural Injury and Rehabilitation, Beijing, China
| | - Liangjie Du
- School of Rehabilitation Medicine, Capital Medical University, Beijing, China.,Department of Spinal and Neural Functional Reconstruction, China Rehabilitation Research Center, Beijing, China.,China Rehabilitation Science Institute, Beijing, China.,Center of Neural Injury and Repair, Beijing Institute for Brain Disorders, Beijing, China.,Beijing Key Laboratory of Neural Injury and Rehabilitation, Beijing, China
| | - Jianjun Li
- School of Rehabilitation Medicine, Capital Medical University, Beijing, China.,Department of Spinal and Neural Functional Reconstruction, China Rehabilitation Research Center, Beijing, China.,China Rehabilitation Science Institute, Beijing, China.,Center of Neural Injury and Repair, Beijing Institute for Brain Disorders, Beijing, China.,Beijing Key Laboratory of Neural Injury and Rehabilitation, Beijing, China
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David G, Mohammadi S, Martin AR, Cohen-Adad J, Weiskopf N, Thompson A, Freund P. Traumatic and nontraumatic spinal cord injury: pathological insights from neuroimaging. Nat Rev Neurol 2019; 15:718-731. [PMID: 31673093 DOI: 10.1038/s41582-019-0270-5] [Citation(s) in RCA: 100] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/18/2019] [Indexed: 01/23/2023]
Abstract
Pathophysiological changes in the spinal cord white and grey matter resulting from injury can be observed with MRI techniques. These techniques provide sensitive markers of macrostructural and microstructural tissue integrity, which correlate with histological findings. Spinal cord MRI findings in traumatic spinal cord injury (tSCI) and nontraumatic spinal cord injury - the most common form of which is degenerative cervical myelopathy (DCM) - have provided important insights into the pathophysiological processes taking place not just at the focal injury site but also rostral and caudal to the spinal injury. Although tSCI and DCM have different aetiologies, they show similar degrees of spinal cord pathology remote from the injury site, suggesting the involvement of similar secondary degenerative mechanisms. Advanced quantitative MRI protocols that are sensitive to spinal cord pathology have the potential to improve diagnosis and, more importantly, predict outcomes in patients with tSCI or nontraumatic spinal cord injury. This Review describes the insights into tSCI and DCM that have been revealed by neuroimaging and outlines current activities and future directions for the field.
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Affiliation(s)
- Gergely David
- Spinal Cord Injury Center Balgrist, University Hospital Zurich, University of Zurich, Zurich, Switzerland.,Department of Systems Neuroscience, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Siawoosh Mohammadi
- Department of Systems Neuroscience, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.,Wellcome Centre for Human Neuroimaging, UCL Institute of Neurology, London, UK
| | - Allan R Martin
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Julien Cohen-Adad
- NeuroPoly Lab, Institute of Biomedical Engineering, Polytechnique Montreal, Montreal, Quebec, Canada
| | - Nikolaus Weiskopf
- Wellcome Centre for Human Neuroimaging, UCL Institute of Neurology, London, UK.,Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Alan Thompson
- Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, London, UK
| | - Patrick Freund
- Spinal Cord Injury Center Balgrist, University Hospital Zurich, University of Zurich, Zurich, Switzerland. .,Wellcome Centre for Human Neuroimaging, UCL Institute of Neurology, London, UK. .,Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany. .,Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, London, UK. .,Department of Neurology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
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Guo Y, Gao F, Liu Y, Guo H, Yu W, Chen Z, Yang M, Du L, Yang D, Li J. White Matter Microstructure Alterations in Patients With Spinal Cord Injury Assessed by Diffusion Tensor Imaging. Front Hum Neurosci 2019; 13:11. [PMID: 30809136 PMCID: PMC6379286 DOI: 10.3389/fnhum.2019.00011] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2018] [Accepted: 01/10/2019] [Indexed: 12/12/2022] Open
Abstract
Compared to healthy controls, spinal cord injury (SCI) patients demonstrate white matter (WM) abnormalities in the brain. However, little progress has been made in comparing cerebral WM differences between SCI-subgroups. The purpose of this study was to investigate WM microstructure differences between paraplegia and quadriplegia using tract-based spatial statistics (TBSS) and atlas-based analysis methods. Twenty-two SCI patients (11 cervical SCI and 11 thoracic SCI) and 22 age- and sex-matched healthy controls were included in this study. TBSS and atlas-based analyses were performed between SCI and control groups and between SCI-subgroups using multiple diffusion metrics, including fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD) and radial diffusivity (RD). Compared to controls, SCI patients had decreased FA and increased MD and RD in the corpus callosum (CC; genu and splenium), superior longitudinal fasciculus (SLF), corona radiata (CR), posterior thalamic radiation (PTR), right cingulum (cingulate gyrus; CCG) and right superior fronto-occipital fasciculus (SFOF). Cervical SCI patients had lower FA and higher RD in the left PTR than thoracic SCI patients. Time since injury had a negative correlation with FA within the right SFOF (r = −0.452, p = 0.046) and a positive association between the FA of left PTR and the American Spinal Injury Association (ASIA) sensory score (r = 0.428, p = 0.047). In conclusion, our study suggests that multiple cerebral WM tracts are damaged in SCI patients, and WM disruption in cervical SCI is worse than thoracic injury level, especially in the PTR region.
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Affiliation(s)
- Yun Guo
- School of Rehabilitation Medicine, Capital Medical University, Beijing, China.,China Rehabilitation Research Center, Department of Spinal and Neural Functional Reconstruction, Beijing, China.,Center of Neural Injury and Repair, Beijing Institute for Brain Disorders, Beijing, China.,China Rehabilitation Science Institute, Beijing, China.,Beijing Key Laboratory of Neural Injury and Rehabilitation, Beijing, China
| | - Feng Gao
- School of Rehabilitation Medicine, Capital Medical University, Beijing, China.,China Rehabilitation Research Center, Department of Spinal and Neural Functional Reconstruction, Beijing, China.,Center of Neural Injury and Repair, Beijing Institute for Brain Disorders, Beijing, China.,China Rehabilitation Science Institute, Beijing, China.,Beijing Key Laboratory of Neural Injury and Rehabilitation, Beijing, China
| | - Yaou Liu
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Hua Guo
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China
| | - Weiyong Yu
- China Rehabilitation Research Center, Department of Radiology, Beijing, China
| | - Zhenbo Chen
- China Rehabilitation Research Center, Department of Radiology, Beijing, China
| | - Mingliang Yang
- School of Rehabilitation Medicine, Capital Medical University, Beijing, China.,China Rehabilitation Research Center, Department of Spinal and Neural Functional Reconstruction, Beijing, China.,Center of Neural Injury and Repair, Beijing Institute for Brain Disorders, Beijing, China.,China Rehabilitation Science Institute, Beijing, China.,Beijing Key Laboratory of Neural Injury and Rehabilitation, Beijing, China
| | - Liangjie Du
- School of Rehabilitation Medicine, Capital Medical University, Beijing, China.,China Rehabilitation Research Center, Department of Spinal and Neural Functional Reconstruction, Beijing, China.,Center of Neural Injury and Repair, Beijing Institute for Brain Disorders, Beijing, China.,China Rehabilitation Science Institute, Beijing, China.,Beijing Key Laboratory of Neural Injury and Rehabilitation, Beijing, China
| | - Degang Yang
- School of Rehabilitation Medicine, Capital Medical University, Beijing, China.,China Rehabilitation Research Center, Department of Spinal and Neural Functional Reconstruction, Beijing, China.,Center of Neural Injury and Repair, Beijing Institute for Brain Disorders, Beijing, China.,China Rehabilitation Science Institute, Beijing, China.,Beijing Key Laboratory of Neural Injury and Rehabilitation, Beijing, China
| | - Jianjun Li
- School of Rehabilitation Medicine, Capital Medical University, Beijing, China.,China Rehabilitation Research Center, Department of Spinal and Neural Functional Reconstruction, Beijing, China.,Center of Neural Injury and Repair, Beijing Institute for Brain Disorders, Beijing, China.,China Rehabilitation Science Institute, Beijing, China.,Beijing Key Laboratory of Neural Injury and Rehabilitation, Beijing, China
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Wyss PO, Huber E, Curt A, Kollias S, Freund P, Henning A. MR Spectroscopy of the Cervical Spinal Cord in Chronic Spinal Cord Injury. Radiology 2019; 291:131-138. [PMID: 30694162 DOI: 10.1148/radiol.2018181037] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Purpose To investigate metabolic changes in chronic spinal cord injury (SCI) by applying MR spectroscopy in the cervical spinal cord. Materials and Methods Single-voxel short-echo spectroscopic data in study participants with chronic SCI and healthy control subjects were prospectively acquired in the cervical spinal cord at C2 above the level of injury between March 2016 and January 2017 and were compared between groups. Concentrations of total N-acetylaspartate (tNAA), myo-inositol (mI), total choline-containing compounds (tCho), creatine, and glutamine and glutamate complex were estimated from the acquired spectra. Participants were assessed with a comprehensive clinical evaluation investigating sensory and motor deficits. Correlation analysis was applied to investigate relationships between observed metabolic differences, lesion severity, and clinical outcome. Results There were 18 male study participants with chronic SCI (median age, 51 years; range, 30-68 years) and 11 male healthy control subjects (median age, 45 years; range, 30-67 years). At cervical level C2, tNAA/mI and tCho/mI ratios were lower in participants with SCI (tNAA/mI: -26%, P = .003; tCho/mI: -18%; P = .04) than in healthy control subjects. The magnitude of difference was greater with the severity of cord atrophy (tNAA/mI: R2 = 0.44, P = .003; tCho/mI: R2 = 0.166, P = .09). Smaller tissue bridges at the lesion site correlated with lower ratios of tNAA/mI (R2 = 0.69, P = .006) and tCho/mI (R2 = 0.51, P = .03) at the C2 level. Lower tNAA/mI and tCho/mI ratios were associated with worse sensory and motor outcomes (P < .05). Conclusion Supralesional metabolic alterations are observed in chronic spinal cord injury, likely reflecting neurodegeneration, demyelination, and astrocytic gliosis in the injured cervical cord. Lesion severity and greater clinical impairment are both linked to the biochemical changes in the atrophied cervical cord after spinal cord injury. © RSNA, 2019 Online supplemental material is available for this article. See also the editorial by Lin in this issue.
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Affiliation(s)
- Patrik O Wyss
- From the Institute for Biomedical Engineering, University and ETH Zurich, Gloriastrasse 35, CH-8092 Zurich, Switzerland (P.O.W., A.H.); Department of Radiology, Swiss Paraplegic Centre, Nottwil, Switzerland (P.O.W.); Max Planck Institute for Biological Cybernetics, Tuebingen, Germany (P.O.W., A.H.); Spinal Cord Injury Center, University Hospital Balgrist, University of Zurich, Zurich, Switzerland (E.H., A.C., P.F.); Institute of Neuroradiology, University Hospital, Zurich, Switzerland (S.K.); Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, University College London, England (P.F.); Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, England (P.F.); Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany (P.F.); and Institute of Physics, Ernst-Moritz-Arndt University Greifswald, Greifswald, Germany (A.H.)
| | - Eveline Huber
- From the Institute for Biomedical Engineering, University and ETH Zurich, Gloriastrasse 35, CH-8092 Zurich, Switzerland (P.O.W., A.H.); Department of Radiology, Swiss Paraplegic Centre, Nottwil, Switzerland (P.O.W.); Max Planck Institute for Biological Cybernetics, Tuebingen, Germany (P.O.W., A.H.); Spinal Cord Injury Center, University Hospital Balgrist, University of Zurich, Zurich, Switzerland (E.H., A.C., P.F.); Institute of Neuroradiology, University Hospital, Zurich, Switzerland (S.K.); Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, University College London, England (P.F.); Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, England (P.F.); Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany (P.F.); and Institute of Physics, Ernst-Moritz-Arndt University Greifswald, Greifswald, Germany (A.H.)
| | - Armin Curt
- From the Institute for Biomedical Engineering, University and ETH Zurich, Gloriastrasse 35, CH-8092 Zurich, Switzerland (P.O.W., A.H.); Department of Radiology, Swiss Paraplegic Centre, Nottwil, Switzerland (P.O.W.); Max Planck Institute for Biological Cybernetics, Tuebingen, Germany (P.O.W., A.H.); Spinal Cord Injury Center, University Hospital Balgrist, University of Zurich, Zurich, Switzerland (E.H., A.C., P.F.); Institute of Neuroradiology, University Hospital, Zurich, Switzerland (S.K.); Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, University College London, England (P.F.); Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, England (P.F.); Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany (P.F.); and Institute of Physics, Ernst-Moritz-Arndt University Greifswald, Greifswald, Germany (A.H.)
| | - Spyros Kollias
- From the Institute for Biomedical Engineering, University and ETH Zurich, Gloriastrasse 35, CH-8092 Zurich, Switzerland (P.O.W., A.H.); Department of Radiology, Swiss Paraplegic Centre, Nottwil, Switzerland (P.O.W.); Max Planck Institute for Biological Cybernetics, Tuebingen, Germany (P.O.W., A.H.); Spinal Cord Injury Center, University Hospital Balgrist, University of Zurich, Zurich, Switzerland (E.H., A.C., P.F.); Institute of Neuroradiology, University Hospital, Zurich, Switzerland (S.K.); Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, University College London, England (P.F.); Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, England (P.F.); Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany (P.F.); and Institute of Physics, Ernst-Moritz-Arndt University Greifswald, Greifswald, Germany (A.H.)
| | - Patrick Freund
- From the Institute for Biomedical Engineering, University and ETH Zurich, Gloriastrasse 35, CH-8092 Zurich, Switzerland (P.O.W., A.H.); Department of Radiology, Swiss Paraplegic Centre, Nottwil, Switzerland (P.O.W.); Max Planck Institute for Biological Cybernetics, Tuebingen, Germany (P.O.W., A.H.); Spinal Cord Injury Center, University Hospital Balgrist, University of Zurich, Zurich, Switzerland (E.H., A.C., P.F.); Institute of Neuroradiology, University Hospital, Zurich, Switzerland (S.K.); Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, University College London, England (P.F.); Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, England (P.F.); Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany (P.F.); and Institute of Physics, Ernst-Moritz-Arndt University Greifswald, Greifswald, Germany (A.H.)
| | - Anke Henning
- From the Institute for Biomedical Engineering, University and ETH Zurich, Gloriastrasse 35, CH-8092 Zurich, Switzerland (P.O.W., A.H.); Department of Radiology, Swiss Paraplegic Centre, Nottwil, Switzerland (P.O.W.); Max Planck Institute for Biological Cybernetics, Tuebingen, Germany (P.O.W., A.H.); Spinal Cord Injury Center, University Hospital Balgrist, University of Zurich, Zurich, Switzerland (E.H., A.C., P.F.); Institute of Neuroradiology, University Hospital, Zurich, Switzerland (S.K.); Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, University College London, England (P.F.); Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, England (P.F.); Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany (P.F.); and Institute of Physics, Ernst-Moritz-Arndt University Greifswald, Greifswald, Germany (A.H.)
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Santamaría AJ, Benavides FD, DiFede DL, Khan A, Pujol MV, Dietrich WD, Marttos A, Green BA, Hare JM, Guest JD. Clinical and Neurophysiological Changes after Targeted Intrathecal Injections of Bone Marrow Stem Cells in a C3 Tetraplegic Subject. J Neurotrauma 2018; 36:500-516. [PMID: 29790404 DOI: 10.1089/neu.2018.5716] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
High-level quadriplegia is a devastating condition with limited treatment options. Bone marrow derived stem cells (BMSCs) are reported to have immunomodulatory and neurotrophic effects in spinal cord injury (SCI). We report a subject with complete C2 SCI who received three anatomically targeted intrathecal infusions of BMSCs under a single-patient expanded access investigational new drug (IND). She underwent intensive physical therapy and was followed for >2 years. At end-point, her American Spinal Injury Association Impairment Scale (AIS) grade improved from A to B, and she recovered focal pressure touch sensation over several body areas. We conducted serial neurophysiological testing to monitor changes in residual connectivity. Motor, sensory, and autonomic system testing included motor evoked potentials (MEPs), somatosensory evoked potentials (SSEPs), electromyography (EMG) recordings, F waves, galvanic skin responses, and tilt-table responses. The quality and magnitude of voluntary EMG activations increased over time, but remained below the threshold of clinically obvious movement. Unexpectedly, at 14 months post-injury, deep inspiratory maneuvers triggered respiratory-like EMG bursting in the biceps and several other muscles. This finding means that connections between respiratory neurons and motor neurons were newly established, or unmasked. We also report serial analysis of MRI, International Standards for Neurological Classification of SCI (ISNCSCI), pulmonary function, pain scores, cerebrospinal fluid (CSF) cytokines, and bladder assessment. As a single case, the linkage of the clinical and neurophysiological changes to either natural history or to the BMSC infusions cannot be resolved. Nevertheless, such detailed neurophysiological assessment of high cervical SCI patients is rarely performed. Our findings indicate that electrophysiology studies are sensitive to define both residual connectivity and new plasticity.
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Affiliation(s)
- Andrea J Santamaría
- 1 The Miami Project to Cure Paralysis, University of Miami, Miller School of Medicine, Miami, Florida
| | - Francisco D Benavides
- 1 The Miami Project to Cure Paralysis, University of Miami, Miller School of Medicine, Miami, Florida
| | - Darcy L DiFede
- 2 Interdisciplinary Stem Cell Institute, University of Miami, Miller School of Medicine, Miami, Florida
| | - Aisha Khan
- 2 Interdisciplinary Stem Cell Institute, University of Miami, Miller School of Medicine, Miami, Florida
| | - Marietsy V Pujol
- 2 Interdisciplinary Stem Cell Institute, University of Miami, Miller School of Medicine, Miami, Florida
| | - W Dalton Dietrich
- 1 The Miami Project to Cure Paralysis, University of Miami, Miller School of Medicine, Miami, Florida.,3 Department of Neurological Surgery, University of Miami, Miller School of Medicine, Miami, Florida
| | - Antonio Marttos
- 4 Surgical Critical Care, University of Miami, Miller School of Medicine, Miami, Florida
| | - Barth A Green
- 3 Department of Neurological Surgery, University of Miami, Miller School of Medicine, Miami, Florida
| | - Joshua M Hare
- 2 Interdisciplinary Stem Cell Institute, University of Miami, Miller School of Medicine, Miami, Florida
| | - James D Guest
- 1 The Miami Project to Cure Paralysis, University of Miami, Miller School of Medicine, Miami, Florida.,3 Department of Neurological Surgery, University of Miami, Miller School of Medicine, Miami, Florida
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8
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Solstrand Dahlberg L, Becerra L, Borsook D, Linnman C. Brain changes after spinal cord injury, a quantitative meta-analysis and review. Neurosci Biobehav Rev 2018; 90:272-293. [DOI: 10.1016/j.neubiorev.2018.04.018] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Revised: 02/21/2018] [Accepted: 04/23/2018] [Indexed: 12/11/2022]
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Huber E, David G, Thompson AJ, Weiskopf N, Mohammadi S, Freund P. Dorsal and ventral horn atrophy is associated with clinical outcome after spinal cord injury. Neurology 2018; 90:e1510-e1522. [PMID: 29592888 PMCID: PMC5921039 DOI: 10.1212/wnl.0000000000005361] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Accepted: 01/24/2018] [Indexed: 01/24/2023] Open
Abstract
OBJECTIVE To investigate whether gray matter pathology above the level of injury, alongside white matter changes, also contributes to sensorimotor impairments after spinal cord injury. METHODS A 3T MRI protocol was acquired in 17 tetraplegic patients and 21 controls. A sagittal T2-weighted sequence was used to characterize lesion severity. At the C2-3 level, a high-resolution T2*-weighted sequence was used to assess cross-sectional areas of gray and white matter, including their subcompartments; a diffusion-weighted sequence was used to compute voxel-based diffusion indices. Regression models determined associations between lesion severity and tissue-specific neurodegeneration and associations between the latter with neurophysiologic and clinical outcome. RESULTS Neurodegeneration was evident within the dorsal and ventral horns and white matter above the level of injury. Tract-specific neurodegeneration was associated with prolonged conduction of appropriate electrophysiologic recordings. Dorsal horn atrophy was associated with sensory outcome, while ventral horn atrophy was associated with motor outcome. White matter integrity of dorsal columns and corticospinal tracts was associated with daily-life independence. CONCLUSION Our results suggest that, next to anterograde and retrograde degeneration of white matter tracts, neuronal circuits within the spinal cord far above the level of injury undergo transsynaptic neurodegeneration, resulting in specific gray matter changes. Such improved understanding of tissue-specific cord pathology offers potential biomarkers with more efficient targeting and monitoring of neuroregenerative (i.e., white matter) and neuroprotective (i.e., gray matter) agents.
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Affiliation(s)
- Eveline Huber
- From the Spinal Cord Injury Center (E.H., G.D., P.F.), Balgrist University Hospital, Zurich, Switzerland; Department of Brain Repair and Rehabilitation (A.J.T., P.F.) and Wellcome Trust Centre for Neuroimaging (N.W., S.M., P.F.), UCL Institute of Neurology, University College London, UK; Department of Neurophysics (N.W., P.F.), Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; and Department of Systems Neuroscience (S.M.), University Medical Center Hamburg-Eppendorf, Germany
| | - Gergely David
- From the Spinal Cord Injury Center (E.H., G.D., P.F.), Balgrist University Hospital, Zurich, Switzerland; Department of Brain Repair and Rehabilitation (A.J.T., P.F.) and Wellcome Trust Centre for Neuroimaging (N.W., S.M., P.F.), UCL Institute of Neurology, University College London, UK; Department of Neurophysics (N.W., P.F.), Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; and Department of Systems Neuroscience (S.M.), University Medical Center Hamburg-Eppendorf, Germany
| | - Alan J Thompson
- From the Spinal Cord Injury Center (E.H., G.D., P.F.), Balgrist University Hospital, Zurich, Switzerland; Department of Brain Repair and Rehabilitation (A.J.T., P.F.) and Wellcome Trust Centre for Neuroimaging (N.W., S.M., P.F.), UCL Institute of Neurology, University College London, UK; Department of Neurophysics (N.W., P.F.), Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; and Department of Systems Neuroscience (S.M.), University Medical Center Hamburg-Eppendorf, Germany
| | - Nikolaus Weiskopf
- From the Spinal Cord Injury Center (E.H., G.D., P.F.), Balgrist University Hospital, Zurich, Switzerland; Department of Brain Repair and Rehabilitation (A.J.T., P.F.) and Wellcome Trust Centre for Neuroimaging (N.W., S.M., P.F.), UCL Institute of Neurology, University College London, UK; Department of Neurophysics (N.W., P.F.), Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; and Department of Systems Neuroscience (S.M.), University Medical Center Hamburg-Eppendorf, Germany
| | - Siawoosh Mohammadi
- From the Spinal Cord Injury Center (E.H., G.D., P.F.), Balgrist University Hospital, Zurich, Switzerland; Department of Brain Repair and Rehabilitation (A.J.T., P.F.) and Wellcome Trust Centre for Neuroimaging (N.W., S.M., P.F.), UCL Institute of Neurology, University College London, UK; Department of Neurophysics (N.W., P.F.), Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; and Department of Systems Neuroscience (S.M.), University Medical Center Hamburg-Eppendorf, Germany
| | - Patrick Freund
- From the Spinal Cord Injury Center (E.H., G.D., P.F.), Balgrist University Hospital, Zurich, Switzerland; Department of Brain Repair and Rehabilitation (A.J.T., P.F.) and Wellcome Trust Centre for Neuroimaging (N.W., S.M., P.F.), UCL Institute of Neurology, University College London, UK; Department of Neurophysics (N.W., P.F.), Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; and Department of Systems Neuroscience (S.M.), University Medical Center Hamburg-Eppendorf, Germany.
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Grabher P, Mohammadi S, David G, Freund P. Neurodegeneration in the Spinal Ventral Horn Prior to Motor Impairment in Cervical Spondylotic Myelopathy. J Neurotrauma 2017; 34:2329-2334. [PMID: 28462691 DOI: 10.1089/neu.2017.4980] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
Remote gray matter pathology has been suggested rostral to the compression site in cervical spondylotic myelopathy (CSM). We therefore assessed neurodegeneration in the gray matter ventral and dorsal horns. Twenty patients with CSM and 18 healthy subjects underwent a high-resolution structural and diffusion magnetic resonance imaging protocol at vertebra C2/C3. Patients received comprehensive clinical assessments. T2*-weighted data provided cross-sectional area measurements of gray matter ventral and dorsal horns to identify atrophy. At the identical location, mean diffusivity (MD) and fractional anisotropy (FA) determined the microstructural integrity. Finally, the relationships between neurodegeneration occurring in the gray and white matter and clinical impairment were investigated. Patients suffered from mild-to-moderate CSM with mainly sensory impairment. In the ventral horns, cross-sectional area was not reduced (p = 0.863) but MD was increased (p = 0.045). The magnitude of MD changes within the ventral horn was associated with white matter diffusivity changes (MD: p = 0.013; FA: p = 0.028) within the lateral corticospinal tract. In contrast, dorsal horn cross-sectional area was reduced by 16.0% (p < 0.001) without alterations in diffusivity indices, compared with controls. No associations between the magnitude of ventral and dorsal horn neurodegeneration and clinical impairment were evident. Focal cord gray matter pathology is evident remote to the compression site in vivo in CSM patients. Microstructural changes in the ventral horns (i.e., motoneurons) related to corticospinal tract integrity in the absence of atrophy and marked motor impairment. Dorsal horn atrophy corresponded to main clinical representation of sensory impairment. Thus, neuroimaging biomarkers of cord gray matter integrity reveal focal neurodegeneration prior to marked clinical impairment and thus could serve as predictors of ensuing impairment in CSM patients.
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Affiliation(s)
- Patrick Grabher
- 1 Spinal Cord Injury Center Balgrist, University Hospital Zurich, University of Zurich , Zurich, Switzerland
| | - Siawoosh Mohammadi
- 2 Department of Systems Neuroscience, University Medical Center Hamburg-Eppendorf , Hamburg, Germany .,3 Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London , London, United Kingdom .,4 Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences , Leipzig, Germany
| | - Gergely David
- 1 Spinal Cord Injury Center Balgrist, University Hospital Zurich, University of Zurich , Zurich, Switzerland
| | - Patrick Freund
- 1 Spinal Cord Injury Center Balgrist, University Hospital Zurich, University of Zurich , Zurich, Switzerland .,3 Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London , London, United Kingdom .,4 Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences , Leipzig, Germany .,5 Department of Brain Repair and Rehabilitation, Institute of Neurology, University College London , London, United Kingdom
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Reed JL, Liao CC, Qi HX, Kaas JH. Plasticity and Recovery After Dorsal Column Spinal Cord Injury in Nonhuman Primates. J Exp Neurosci 2016; 10:11-21. [PMID: 27578996 PMCID: PMC4991577 DOI: 10.4137/jen.s40197] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2016] [Revised: 06/26/2016] [Accepted: 06/28/2016] [Indexed: 12/15/2022] Open
Abstract
Here, we review recent work on plasticity and recovery after dorsal column spinal cord injury in nonhuman primates. Plasticity in the adult central nervous system has been established and studied for the past several decades; however, capacities and limits of plasticity are still under investigation. Studies of plasticity include assessing multiple measures before and after injury in animal models. Such studies are particularly important for improving recovery after injury in patients. In summarizing work by our research team and others, we suggest how the findings from plasticity studies in nonhuman primate models may affect therapeutic interventions for conditions involving sensory loss due to spinal cord injury.
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Affiliation(s)
- Jamie L Reed
- Department of Psychology, Vanderbilt University, Nashville, TN, USA
| | - Chia-Chi Liao
- Department of Psychology, Vanderbilt University, Nashville, TN, USA
| | - Hui-Xin Qi
- Department of Psychology, Vanderbilt University, Nashville, TN, USA
| | - Jon H Kaas
- Department of Psychology, Vanderbilt University, Nashville, TN, USA
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Freund P, Friston K, Thompson AJ, Stephan KE, Ashburner J, Bach DR, Nagy Z, Helms G, Draganski B, Mohammadi S, Schwab ME, Curt A, Weiskopf N. Embodied neurology: an integrative framework for neurological disorders. Brain 2016; 139:1855-61. [PMID: 27105896 PMCID: PMC4892755 DOI: 10.1093/brain/aww076] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2015] [Accepted: 02/26/2016] [Indexed: 12/23/2022] Open
Affiliation(s)
- Patrick Freund
- Spinal Cord Injury Centre Balgrist, University Hospital Zurich, University of Zurich, Zurich, Switzerland Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, London, UK Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, University College London, London, UK Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Karl Friston
- Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, London, UK
| | - Alan J Thompson
- Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, University College London, London, UK
| | - Klaas E Stephan
- Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, London, UK Translational Neuromodeling Unit (TNU), Institute of Biomedical Engineering, University of Zurich and Swiss Federal Institute of Technology (ETH Zurich), Switzerland Max Planck Institute for Metabolism Research, Cologne, Germany
| | - John Ashburner
- Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, London, UK
| | - Dominik R Bach
- Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, London, UK Department of Psychiatry, Psychotherapy, and Psychosomatics, University of Zurich, Zürich, Switzerland
| | - Zoltan Nagy
- Laboratory for Social and Neural Systems Research (SNS Lab), University of Zurich, Switzerland
| | - Gunther Helms
- Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Bogdan Draganski
- Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany Laboratoire de Recherche en Neuroimagerie (LREN), University of Lausanne, Department of Clinical Neurosciences, CHUV, Lausanne, Switzerland
| | - Siawoosh Mohammadi
- Department of Systems Neuroscience, University Medical Centre Hamburg-Eppendorf Hamburg, Germany
| | - Martin E Schwab
- Brain Research Institute, University of Zurich and Dept. of Health Sciences and Technology, ETH Zurich, 8057 Zurich, Switzerland
| | - Armin Curt
- Spinal Cord Injury Centre Balgrist, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Nikolaus Weiskopf
- Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, London, UK Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
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Grabher P, Callaghan MF, Ashburner J, Weiskopf N, Thompson AJ, Curt A, Freund P. Tracking sensory system atrophy and outcome prediction in spinal cord injury. Ann Neurol 2015; 78:751-61. [PMID: 26290444 PMCID: PMC4737098 DOI: 10.1002/ana.24508] [Citation(s) in RCA: 73] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2015] [Revised: 08/17/2015] [Accepted: 08/18/2015] [Indexed: 11/17/2022]
Abstract
Objective In patients with subacute spinal cord injury (SCI), the motor system undergoes progressive structural changes rostral to the lesion, which are associated with motor outcome. The extent to which the sensory system is affected and how this relates to sensory outcome are uncertain. Methods Changes in the sensory system were prospectively followed by applying a comprehensive magnetic resonance imaging (MRI) protocol to 14 patients with subacute traumatic SCI at baseline, 2 months, 6 months, and 12 months after injury, combined with a full neurological examination and comprehensive pain assessment. Eighteen controls underwent the same MRI protocol. T1‐weighted volumes, myelin‐sensitive magnetization transfer saturation (MT), and longitudinal relaxation rate (R1) mapping provided data on spinal cord and brain morphometry and microstructure. Regression analysis assessed the relationship between MRI readouts and sensory outcomes. Results At 12 months from baseline, sensory scores were unchanged and below‐level neuropathic pain became prominent. Compared with controls, patients showed progressive degenerative changes in cervical cord and brain morphometry across the sensory system. At 12 months, MT and R1 were reduced in areas of structural decline. Sensory scores at 12 months correlated with rate of change in cord area and brain volume and decreased MT in the spinal cord at 12 months. Interpretation This study has demonstrated progressive atrophic and microstructural changes across the sensory system with a close relation to sensory outcome. Structural MRI protocols remote from the site of lesion provide new insights into neuronal degeneration underpinning sensory disturbance and have potential as responsive biomarkers of rehabilitation and treatment interventions. Ann Neurol 2015;78:Ann Neurol 2015;78:679–696
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Affiliation(s)
- Patrick Grabher
- Spinal Cord Injury Center Balgrist, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Martina F Callaghan
- Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, London, United Kingdom
| | - John Ashburner
- Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, London, United Kingdom
| | - Nikolaus Weiskopf
- Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, London, United Kingdom.,Department of Neurophysics, Max Planck Institute for Human Cognitive, and Brain Sciences, Leipzig, Germany
| | - Alan J Thompson
- Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, University College London, London, United Kingdom
| | - Armin Curt
- Spinal Cord Injury Center Balgrist, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Patrick Freund
- Spinal Cord Injury Center Balgrist, University Hospital Zurich, University of Zurich, Zurich, Switzerland.,Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, London, United Kingdom.,Department of Neurophysics, Max Planck Institute for Human Cognitive, and Brain Sciences, Leipzig, Germany.,Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, University College London, London, United Kingdom
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