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Hellenbrand DJ, Lee JS, Mickelson EJ, Baer MC, Ott EL, Martinson NR, Ceelen MR, Hilger KH, Nielsen BE, Jacobs AN, Mishra RR, Hurley SA, Murphy WL, Hanna AS. Mineral coated microparticles delivering Interleukin-4, Interleukin-10, and Interleukin-13 reduce inflammation and improve function after spinal cord injury in a rat. Exp Neurol 2025; 386:115179. [PMID: 39914642 DOI: 10.1016/j.expneurol.2025.115179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Revised: 01/29/2025] [Accepted: 02/02/2025] [Indexed: 02/09/2025]
Abstract
After spinal cord injury (SCI) there is excessive inflammation and extensive infiltration of immune cells that leads to additional neural damage. Interleukin (IL)-4, IL-10, and IL-13 are anti-inflammatories that have been shown to reduce several pro-inflammatory species, alter macrophage state, and provide neuroprotection. However, these anti-inflammatories have a short half-life, do not cross the blood-spinal cord barrier, and large systemic doses of ant-inflammatory cytokines can cause increased susceptibility to infections. In this study, we used mineral coated microparticles (MCMs) to bind, stabilize and deliver biologically active IL-4, IL-10, and IL-13 in a sustained manner directly to the injury site. Rats with a T10 SCI were given an intraspinal injection of cytokine-loaded MCMs 6 h post-injury. Testing of 27 cytokine/chemokine levels 24 h post-injury demonstrated that MCMs delivering IL-4, IL-10, and IL-13 significantly reduced inflammation (P < 0.0001). Rats treated with MCMs+(IL-4, IL-10, IL-13) had significantly higher Basso-Beattie-Bresnahan locomotor rating scores (P = 0.0021), Ladder Rung Test scores (P = 0.0021), and significantly longer latency threshold with the Hargreaves Test (P = 0.0123), compared to Injured Controls. Analyses of post-fixed spinal cords revealed significantly less spinal cord atrophy (P = 0.0344) in rats treated with MCMs+(IL-4, IL-10, IL-13), and diffusion tensor imaging tractography revealed significantly more tracts spanning the injury site (P = 0.0025) in rats treated with MCMs+(IL-4, IL-10, IL-13) compared to Injured Controls. In conclusion, MCMs delivering IL-4, IL-10, and IL-13 significantly reduced inflammation post-SCI, resulting in significantly less spinal cord damage and a significant improvement in hind limb function.
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Affiliation(s)
- Daniel J Hellenbrand
- Department of Neurosurgery, University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI 53705, USA; Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI 53705, USA
| | - Jae Sung Lee
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI 53705, USA; Department of Orthopedics and Rehabilitation, University of Wisconsin-Madison, Madison, WI 53705, USA
| | - Ethan J Mickelson
- Department of Neurosurgery, University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI 53705, USA
| | - Matthew C Baer
- Department of Neurosurgery, University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI 53705, USA
| | - Emily L Ott
- Department of Neurosurgery, University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI 53705, USA
| | - Natalie R Martinson
- Department of Neurosurgery, University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI 53705, USA
| | - Matthew R Ceelen
- Department of Neurosurgery, University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI 53705, USA
| | - Keegan H Hilger
- Department of Neurosurgery, University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI 53705, USA
| | - Brooke E Nielsen
- Department of Neurosurgery, University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI 53705, USA
| | - Alison N Jacobs
- Department of Neurosurgery, University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI 53705, USA
| | - Raveena R Mishra
- Department of Neurosurgery, University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI 53705, USA
| | - Samuel A Hurley
- Department of Radiology, University of Wisconsin-Madison, Madison, WI 53705, USA
| | - William L Murphy
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI 53705, USA; Department of Orthopedics and Rehabilitation, University of Wisconsin-Madison, Madison, WI 53705, USA; Department of Materials Science and Engineering, University of Wisconsin-Madison, Madison, WI 53705, USA; Forward BIO Institute, University of Wisconsin-Madison, Madison, WI 53705, USA.
| | - Amgad S Hanna
- Department of Neurosurgery, University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI 53705, USA; Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI 53705, USA.
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Schilling KG, Palombo M, Witt AA, O'Grady KP, Pizzolato M, Landman BA, Smith SA. Characterization of neurite and soma organization in the brain and spinal cord with diffusion MRI. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.02.19.638936. [PMID: 40027805 PMCID: PMC11870568 DOI: 10.1101/2025.02.19.638936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
Abstract
The central nervous system (CNS), comprised of both the brain and spinal cord, and is a complex network of white and gray matter responsible for sensory, motor, and cognitive functions. Advanced diffusion MRI (dMRI) techniques offer a promising mechanism to non-invasively characterize CNS architecture, however, most studies focus on the brain or spinal cord in isolation. Here, we implemented a clinically feasible dMRI protocol on a 3T scanner to simultaneously characterize neurite and soma microstructure of both the brain and spinal cord. The protocol enabled the use of Diffusion Tensor Imaging (DTI), Standard Model Imaging (SMI), and Soma and Neurite Density Imaging (SANDI), representing the first time SMI and SANDI have been evaluated in the cord, and in the cord and brain simultaneously. Our results demonstrate high image quality even at high diffusion weightings, reproducibility of SMI and SANDI derived metrics similar to those of DTI with few exceptions, and biologically feasible contrasts between and within white and gray matter regions. Reproducibility and contrasts were decreased in the cord compared to that of the brain, revealing challenges due to partial volume effects and image preprocessing. This study establishes a harmonized approach for brain and cord microstructural imaging, and the opportunity to study CNS pathologies and biomarkers of structural integrity across the neuroaxis.
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Sekiya T, Holley MC. The Glial Scar: To Penetrate or Not for Motor Pathway Restoration? Cell Transplant 2025; 34:9636897251315271. [PMID: 40152462 PMCID: PMC11951902 DOI: 10.1177/09636897251315271] [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: 09/03/2024] [Revised: 12/25/2024] [Accepted: 01/08/2025] [Indexed: 03/29/2025] Open
Abstract
Although notable progress has been made, restoring motor function from the brain to the muscles continues to be a substantial clinical challenge in motor neuron diseases/disorders such as spinal cord injury (SCI). While cell transplantation has been widely explored as a potential therapeutic method for reconstructing functional motor pathways, there remains considerable opportunity for enhancing its therapeutic effectiveness. We reviewed studies on motor pathway regeneration to identify molecular and ultrastructural cues that could enhance the efficacy of cell transplantation. While the glial scar is often cited as an intractable barrier to axon regeneration, this mainly applies to axons trying to penetrate its "core" to reach the opposite side. However, the glial scar exhibits a "duality," with an anti-regenerative core and a pro-regenerative "surface." This surface permissiveness is attributed to pro-regenerative molecules, such as laminin in the basement membrane (BM). Transplanting donor cells onto the BM, which forms plastically after injury, may significantly enhance the efficacy of cell transplantation. Specifically, forming detour pathways between transplanted cells and endogenous propriospinal neurons on the pro-regenerative BM may efficiently bypass the intractable scar core and promote motor pathway regeneration. We believe harnessing the tissue's innate repair capacity is crucial, and targeting post-injury plasticity in astrocytes and Schwann cells, especially those associated with the BM that has predominantly been overlooked in the field of SCI research, can advance motor system restoration to a new stage. A shift in cell delivery routes-from the traditional intra-parenchymal (InP) route to the transplantation of donor cells onto the pro-regenerative BM via the extra-parenchymal (ExP) route-may signify a transformative step forward in neuro-regeneration research. Practically, however, the complementary use of both InP and ExP methods may offer the most substantial benefit for restoring motor pathways. We aim for this review to deepen the understanding of cell transplantation and provide a framework for evaluating the efficacy of this therapeutic modality in comparison to others.
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Affiliation(s)
- Tetsuji Sekiya
- Department of Otolaryngology-Head and Neck Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
- Department of Neurological Surgery, Hikone Chuo Hospital, Hikone, Japan
| | - Matthew C. Holley
- Department of Biomedical Science, University of Sheffield, Sheffield, England
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Courault P, Zimmer L, Lancelot S. Toward Functional PET Imaging of the Spinal Cord. Semin Nucl Med 2024:S0001-2998(24)00066-7. [PMID: 39181820 DOI: 10.1053/j.semnuclmed.2024.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Accepted: 07/25/2024] [Indexed: 08/27/2024]
Abstract
At present, spinal cord imaging primarily uses magnetic resonance imaging (MRI) or computed tomography (CT), but the greater sensitivity of positron emission tomography (PET) techniques and the development of new radiotracers are paving the way for a new approach. The substantial rise in publications on PET radiotracers for spinal cord exploration indicates a growing interest in the functional and molecular imaging of this organ. The present review aimed to provide an overview of the various radiotracers used in this indication, in preclinical and clinical settings. Firstly, we outline spinal cord anatomy and associated target pathologies. Secondly, we present the state-of-the-art of spinal cord imaging techniques used in clinical practice, with their respective strengths and limitations. Thirdly, we summarize the literature on radiotracers employed in functional PET imaging of the spinal cord. In conclusion, we propose criteria for an ideal radiotracer for molecular spinal cord imaging, emphasizing the relevance of multimodal hybrid cameras, and particularly the benefits of PET-MRI integration.
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Affiliation(s)
- Pierre Courault
- Lyon Neuroscience Research Center (CRNL), INSERM, CNRSx, Lyon, France; Hospices Civils de Lyon (HCL), Lyon, France; CERMEP-Imaging Platform, Lyon, France
| | - Luc Zimmer
- Lyon Neuroscience Research Center (CRNL), INSERM, CNRSx, Lyon, France; Hospices Civils de Lyon (HCL), Lyon, France; CERMEP-Imaging Platform, Lyon, France; National Institute for Nuclear Science and Technology (INSTN), CEA, Saclay, France.
| | - Sophie Lancelot
- Lyon Neuroscience Research Center (CRNL), INSERM, CNRSx, Lyon, France; Hospices Civils de Lyon (HCL), Lyon, France; CERMEP-Imaging Platform, Lyon, France
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Zheng Z, Couture D, Adams F, Roberson R, Ma R, Argenta L, Morykwas M. Attenuated Tissue Damage With Mechanical Tissue Resuscitation in a Pig Model of Spinal Cord Injury. J Neurotrauma 2024; 41:1020-1029. [PMID: 37830176 DOI: 10.1089/neu.2023.0172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2023] Open
Abstract
Our previous studies on the treatment of spinal cord injuries with Mechanical Tissue Resuscitation (MTR) in rats have demonstrated that it can significantly improve the locomotor recovery and Basso Beattie Bresnahan scores. MTR treatment also reduced fluid accumulations by T2-imaging and improved the mean neural fiber number and fiber length in injured sites by fiber tractography. Myelin volume was also significantly preserved by MTR treatment. For further clinical application, a large animal model is necessary to assess this treatment. This study examined the effects of application of MTR on traumatic spinal cord injury in a swine model. Traumatic spinal cord contusion injuries in swine were created by controlled pneumatic impact device. Negative pressure at -75 mm Hg was continuously applied to the injured site through open cell silicone manifold for 7 days. In vivo magnetic resonance imaging for T2 and gradient echo (GRE) analysis employed a 3T machine, while a 7T machine was employed for diffusion tensor imaging (DTI) and fiber tractography. Histological hematoxylin and eosin (H&E) and Luxol fast blue staining were examined. MTR significantly reduced the mean injured volumes over 46% by T2-imaging in the injured sites from 477.34 ± 146.31 mm3 in non-treated group to 255.99 ± 70.28 mm3 in MTR treated group (p < 0.01). It also reduced fluid accumulations by relative T2 signal density in the epicenter of the spinal cord injury from 1.62 ± 0.27 in non-treated group to 1.22 ± 0.10 in the MTR treated group (p < 0.05). The mean injured tissue volume measured by H&E staining was 303.71 ± 78.21 mm3 in the non-treated group and decreased significantly to 162.16 ± 33.0 mm3 in the MTR treated group (p < 0.01). The myelin fiber bundles stained by Luxol blue were preserved much more in the MTR treated group (90 ± 29.71 mm3) than in the non-treated group (33.68 ± 24.99 mm3, p < 0.01). The fractional anisotropy (FA) values processed by DTI analysis are increased from 0.203 ± 0.027 in the untreated group to 0.238 ± 0.029 in MTR treatment group (p < 0.05). Fiber tractography showings the mean fiber numbers across the impacted area were increased over 112% from 327.0 ± 99.74 in the non-treated group to 694.83 ± 297.86 in the MTR treated group (p < 0.05). These results indicate local application of MTR for 7 days to spinal cord injury in a swine model decreased tissue injury, reduced tissue edema, and preserved more myelin fibers as well as nerve fibers in the injured spinal cord.
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Affiliation(s)
- Zhenlin Zheng
- Department of Plastic and Reconstructive Surgery, Wake Forest University Health Science, Winston-Salem, North Carolina, USA
| | - Daniel Couture
- Department of Neurosurgery, Wake Forest University Health Science, Winston-Salem, North Carolina, USA
| | - Farren Adams
- Department of Plastic and Reconstructive Surgery, Wake Forest University Health Science, Winston-Salem, North Carolina, USA
| | - Rebecca Roberson
- Department of Plastic and Reconstructive Surgery, Wake Forest University Health Science, Winston-Salem, North Carolina, USA
| | - Rong Ma
- Department of Plastic and Reconstructive Surgery, Wake Forest University Health Science, Winston-Salem, North Carolina, USA
| | - Louis Argenta
- Department of Plastic and Reconstructive Surgery, Wake Forest University Health Science, Winston-Salem, North Carolina, USA
| | - Michael Morykwas
- Department of Plastic and Reconstructive Surgery, Wake Forest University Health Science, Winston-Salem, North Carolina, USA
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Osorio-Londoño D, Heras-Romero Y, Tovar-y-Romo LB, Olayo-González R, Morales-Guadarrama A. Improved Recovery of Complete Spinal Cord Transection by a Plasma-Modified Fibrillar Scaffold. Polymers (Basel) 2024; 16:1133. [PMID: 38675052 PMCID: PMC11054293 DOI: 10.3390/polym16081133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 04/07/2024] [Accepted: 04/13/2024] [Indexed: 04/28/2024] Open
Abstract
Complete spinal cord injury causes an irreversible disruption in the central nervous system, leading to motor, sensory, and autonomic function loss, and a secondary injury that constitutes a physical barrier preventing tissue repair. Tissue engineering scaffolds are presented as a permissive platform for cell migration and the reconnection of spared tissue. Iodine-doped plasma pyrrole polymer (pPPy-I), a neuroprotective material, was applied to polylactic acid (PLA) fibers and implanted in a rat complete spinal cord transection injury model to evaluate whether the resulting composite implants provided structural and functional recovery, using magnetic resonance (MR) imaging, diffusion tensor imaging and tractography, magnetic resonance spectroscopy, locomotion analysis, histology, and immunofluorescence. In vivo, MR studies evidenced a tissue response to the implant, demonstrating that the fibrillar composite scaffold moderated the structural effects of secondary damage by providing mechanical stability to the lesion core, tissue reconstruction, and significant motor recovery. Histologic analyses demonstrated that the composite scaffold provided a permissive environment for cell attachment and neural tissue guidance over the fibers, reducing cyst formation. These results supply evidence that pPPy-I enhanced the properties of PLA fibrillar scaffolds as a promising treatment for spinal cord injury recovery.
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Affiliation(s)
- Diana Osorio-Londoño
- Electrical Engineering Department, Universidad Autónoma Metropolitana, Mexico City 09340, Mexico;
| | - Yessica Heras-Romero
- Experimental Analysis of Behavior Department, Faculty of Psychology, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico;
| | - Luis B. Tovar-y-Romo
- Department of Molecular Neuropathology, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico;
| | | | - Axayácatl Morales-Guadarrama
- Medical Imaging and Instrumentation Research National Center, Universidad Autónoma Metropolitana, Mexico City 09340, Mexico
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Santos L, Hsu HY, Nelson RR, Sullivan B, Shin J, Fung M, Lebel MR, Jambawalikar S, Jaramillo D. Impact of Deep Learning Denoising Algorithm on Diffusion Tensor Imaging of the Growth Plate on Different Spatial Resolutions. Tomography 2024; 10:504-519. [PMID: 38668397 PMCID: PMC11054892 DOI: 10.3390/tomography10040039] [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: 02/21/2024] [Revised: 03/25/2024] [Accepted: 03/29/2024] [Indexed: 04/29/2024] Open
Abstract
To assess the impact of a deep learning (DL) denoising reconstruction algorithm applied to identical patient scans acquired with two different voxel dimensions, representing distinct spatial resolutions, this IRB-approved prospective study was conducted at a tertiary pediatric center in compliance with the Health Insurance Portability and Accountability Act. A General Electric Signa Premier unit (GE Medical Systems, Milwaukee, WI) was employed to acquire two DTI (diffusion tensor imaging) sequences of the left knee on each child at 3T: an in-plane 2.0 × 2.0 mm2 with section thickness of 3.0 mm and a 2 mm3 isovolumetric voxel; neither had an intersection gap. For image acquisition, a multi-band DTI with a fat-suppressed single-shot spin-echo echo-planar sequence (20 non-collinear directions; b-values of 0 and 600 s/mm2) was utilized. The MR vendor-provided a commercially available DL model which was applied with 75% noise reduction settings to the same subject DTI sequences at different spatial resolutions. We compared DTI tract metrics from both DL-reconstructed scans and non-denoised scans for the femur and tibia at each spatial resolution. Differences were evaluated using Wilcoxon-signed ranked test and Bland-Altman plots. When comparing DL versus non-denoised diffusion metrics in femur and tibia using the 2 mm × 2 mm × 3 mm voxel dimension, there were no significant differences between tract count (p = 0.1, p = 0.14) tract volume (p = 0.1, p = 0.29) or tibial tract length (p = 0.16); femur tract length exhibited a significant difference (p < 0.01). All diffusion metrics (tract count, volume, length, and fractional anisotropy (FA)) derived from the DL-reconstructed scans, were significantly different from the non-denoised scan DTI metrics in both the femur and tibial physes using the 2 mm3 voxel size (p < 0.001). DL reconstruction resulted in a significant decrease in femorotibial FA for both voxel dimensions (p < 0.01). Leveraging denoising algorithms could address the drawbacks of lower signal-to-noise ratios (SNRs) associated with smaller voxel volumes and capitalize on their better spatial resolutions, allowing for more accurate quantification of diffusion metrics.
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Affiliation(s)
- Laura Santos
- Radiology Department, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Hao-Yun Hsu
- Radiology Department, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Ronald R. Nelson
- Radiology Department, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Brendan Sullivan
- Radiology Department, Columbia University Irving Medical Center, New York, NY 10032, USA
| | | | | | | | - Sachin Jambawalikar
- Radiology Department, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Diego Jaramillo
- Radiology Department, Columbia University Irving Medical Center, New York, NY 10032, USA
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Muhammad F, Smith ZA. A Diagnostic Biomarker for Cervical Myelopathy Based on Dynamic Magnetic Resonance Imaging. Spine (Phila Pa 1976) 2023; 48:E420-E421. [PMID: 37294831 DOI: 10.1097/brs.0000000000004744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 06/01/2023] [Indexed: 06/11/2023]
Affiliation(s)
- Fauziyya Muhammad
- Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK
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Ruella M, Caffaratti G, Saenz A, Villamil F, Mormandi R, Cervio A. Intradural extramedullary tumors. Retrospective cohort study assessing prognostic factors for functional outcome in adult patients. NEUROCIRUGIA (ENGLISH EDITION) 2023; 34:256-267. [PMID: 37661156 DOI: 10.1016/j.neucie.2022.11.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 11/30/2022] [Indexed: 09/05/2023]
Abstract
OBJECTIVE The purpose of this study is to analyze a series of patients with intradural extramedullary tumors (IDEM) and assess factors that may modify or determine the final long term outcome and management. MATERIALS AND METHODS Single Center, retrospective study of a series of surgical patients with IDEM lesions from our Institution operated between 2010 and 2021. Patients with less than 6 months of follow up were excluded. Several preoperative demographics, clinical, imaging and surgical features, as well as histopathology, recurrence and adjuvancy were assessed. Patients' final clinical outcome was categorized using the McCormick scale. RESULTS A total of 203 patients with a mean follow-up of 30.50 months (range 6-130) were included. 57.64% of the analyzed population was female and the mean age was 50.51 years. The most frequent location of the tumors was dorsal (34.98%) followed by the lumbar region (32.02%). Total resection was achieved in 84.24% of cases, and the most frequent histopathology was Schwannoma (36.45%), followed by Meningioma (30.05%). Pain was the most usual initial symptom (63.05%). In our analysis, functional outcome after surgery was associated with statistical significance with preoperative McCormick grade, tumor type, EOR and postoperative complications such as hematoma and sphincter involvement. CONCLUSION The management of these lesions depends on many factors. It is worthy of mention that clinical presentation, EOR, histopathology and postoperative complications have shown significant prognostic value for the final outcome. Early treatment with the intention of achieving GTR when possible, using carefully tailored approaches, should be considered before the onset of significant symptoms.
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Affiliation(s)
- Mauro Ruella
- Department of Neurosurgery, Fleni, Montañeses 2325, CP1428 Buenos Aires, Argentina.
| | - Guido Caffaratti
- Department of Neurosurgery, Fleni, Montañeses 2325, CP1428 Buenos Aires, Argentina
| | - Amparo Saenz
- Department of Neurosurgery, Hospital de Pediatría Juan P. Garrahan, Buenos Aires, Argentina
| | - Facundo Villamil
- Department of Neurosurgery, Fleni, Montañeses 2325, CP1428 Buenos Aires, Argentina
| | - Rubén Mormandi
- Department of Neurosurgery, Fleni, Montañeses 2325, CP1428 Buenos Aires, Argentina
| | - Andrés Cervio
- Department of Neurosurgery, Fleni, Montañeses 2325, CP1428 Buenos Aires, Argentina
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Khan AF, Haynes G, Mohammadi E, Muhammad F, Hameed S, Smith ZA. Utility of MRI in Quantifying Tissue Injury in Cervical Spondylotic Myelopathy. J Clin Med 2023; 12:jcm12093337. [PMID: 37176777 PMCID: PMC10179707 DOI: 10.3390/jcm12093337] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 04/28/2023] [Accepted: 05/05/2023] [Indexed: 05/15/2023] Open
Abstract
Cervical spondylotic myelopathy (CSM) is a progressive disease that worsens over time if untreated. However, the rate of progression can vary among individuals and may be influenced by various factors, such as the age of the patients, underlying conditions, and the severity and location of the spinal cord compression. Early diagnosis and prompt treatment can help slow the progression of CSM and improve symptoms. There has been an increased use of magnetic resonance imaging (MRI) methods in diagnosing and managing CSM. MRI methods provide detailed images and quantitative structural and functional data of the cervical spinal cord and brain, allowing for an accurate evaluation of the extent and location of tissue injury. This review aims to provide an understanding of the use of MRI methods in interrogating functional and structural changes in the central nervous system in CSM. Further, we identified several challenges hindering the clinical utility of these neuroimaging methods.
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Affiliation(s)
- Ali Fahim Khan
- Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Grace Haynes
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK 73019, USA
| | - Esmaeil Mohammadi
- Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Fauziyya Muhammad
- Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Sanaa Hameed
- Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Zachary A Smith
- Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
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Porcine Model of the Growing Spinal Cord-Changes in Diffusion Tensor Imaging Parameters. Animals (Basel) 2023; 13:ani13040565. [PMID: 36830353 PMCID: PMC9951717 DOI: 10.3390/ani13040565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Revised: 01/29/2023] [Accepted: 01/31/2023] [Indexed: 02/08/2023] Open
Abstract
Diffusion tensor imaging (DTI) is an advanced magnetic resonance imaging (MRI) technique that has promising applications for the objective assessment of the microstructure of the spinal cord. This study aimed to verify the parameters obtained using DTI change during the growth process. We also wanted to identify if the DTI values change on the course of the spinal cord. The model organism was a healthy growing porcine spinal cord (19 pigs, Polish White, weight 24-120 kg, mean 48 kg, median 48 kg, age 2.5-11 months, mean 5 months, median 5.5 months). DTI parameters were measured in three weight groups: up to 29 kg (five pigs), 30-59 kg (six pigs), and from 60 kg up (eight pigs). DTI was performed with a 1.5 Tesla magnetic resonance scanner (Philips, Ingenia). Image post-processing was done using the Fiber Track package (Philips Ingenia workstation) by manually drawing the regions of interest (nine ROIs). The measurements were recorded for three sections: the cervical, thoracolumbar and lumbar segments of the spinal cord at the C4/C5, Th13/L1, and L4/L5 vertebrae levels. In each case, one segment was measured cranially and one caudally from the above-mentioned places. The values of fractional anisotropy (FA) and apparent diffusion coefficient (ADC) were obtained for each ROIs and compared. It is shown that there is a correlation between age, weight gain, and change in FA and ADC parameters. Moreover, it is noted that, with increasing weight and age, the FA parameter increases and ADC decreases, whereas the FA and ADC measurement values did not significantly change between the three sections of the spinal cord. These findings could be useful in determining the reference values for the undamaged spinal cords of animals and growing humans.
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12
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Intradural extramedullary tumors. Retrospective cohort study assessing prognostic factors for functional outcome in adult patients. Neurocirugia (Astur) 2023. [DOI: 10.1016/j.neucir.2022.11.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
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13
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Malomo T, Allard Brown A, Bale K, Yung A, Kozlowski P, Heran M, Streijger F, Kwon BK. Quantifying Intraparenchymal Hemorrhage after Traumatic Spinal Cord Injury: A Review of Methodology. J Neurotrauma 2022; 39:1603-1635. [PMID: 35538847 DOI: 10.1089/neu.2021.0317] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Intraparenchymal hemorrhage (IPH) after a traumatic injury has been associated with poor neurological outcomes. Although IPH may result from the initial mechanical trauma, the blood and its breakdown products have potentially deleterious effects. Further, the degree of IPH has been correlated with injury severity and the extent of subsequent recovery. Therefore, accurate evaluation and quantification of IPH following traumatic spinal cord injury (SCI) is important to define treatments' effects on IPH progression and secondary neuronal injury. Imaging modalities, such as magnetic resonance imaging (MRI) and ultrasound (US), have been explored by researchers for the detection and quantification of IPH following SCI. Both quantitative and semiquantitative MRI and US measurements have been applied to objectively assess IPH following SCI, but the optimal methods for doing so are not well established. Studies in animal SCI models (rodent and porcine) have explored US and histological techniques in evaluating SCI and have demonstrated the potential to detect and quantify IPH. Newer techniques using machine learning algorithms (such as convolutional neural networks [CNN]) have also been studied to calculate IPH volume and have yielded promising results. Despite long-standing recognition of the potential pathological significance of IPH within the spinal cord, quantifying IPH with MRI or US is a relatively new area of research. Further studies are warranted to investigate their potential use. Here, we review the different and emerging quantitative MRI, US, and histological approaches used to detect and quantify IPH following SCI.
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Affiliation(s)
- Toluyemi Malomo
- International Collaboration on Repair Discoveries, Division of Neuroradiology, Vancouver General Hospital, University of British Columbia, Vancouver, British Columbia, Canada
| | - Aysha Allard Brown
- International Collaboration on Repair Discoveries, Division of Neuroradiology, Vancouver General Hospital, University of British Columbia, Vancouver, British Columbia, Canada
| | - Kirsten Bale
- International Collaboration on Repair Discoveries, Division of Neuroradiology, Vancouver General Hospital, University of British Columbia, Vancouver, British Columbia, Canada.,UBC MRI Research Center, Division of Neuroradiology, Vancouver General Hospital, University of British Columbia, Vancouver, British Columbia, Canada
| | - Andrew Yung
- International Collaboration on Repair Discoveries, Division of Neuroradiology, Vancouver General Hospital, University of British Columbia, Vancouver, British Columbia, Canada.,UBC MRI Research Center, Division of Neuroradiology, Vancouver General Hospital, University of British Columbia, Vancouver, British Columbia, Canada
| | - Piotr Kozlowski
- International Collaboration on Repair Discoveries, Division of Neuroradiology, Vancouver General Hospital, University of British Columbia, Vancouver, British Columbia, Canada.,UBC MRI Research Center, Division of Neuroradiology, Vancouver General Hospital, University of British Columbia, Vancouver, British Columbia, Canada
| | - Manraj Heran
- Department of Radiology, Division of Neuroradiology, Vancouver General Hospital, University of British Columbia, Vancouver, British Columbia, Canada
| | - Femke Streijger
- International Collaboration on Repair Discoveries, Division of Neuroradiology, Vancouver General Hospital, University of British Columbia, Vancouver, British Columbia, Canada
| | - Brian K Kwon
- International Collaboration on Repair Discoveries, Division of Neuroradiology, Vancouver General Hospital, University of British Columbia, Vancouver, British Columbia, Canada.,Vancouver Spine Surgery Institute, Department of Orthopaedics, and Division of Neuroradiology, Vancouver General Hospital, University of British Columbia, Vancouver, British Columbia, Canada
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14
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Pathophysiology, Classification and Comorbidities after Traumatic Spinal Cord Injury. J Pers Med 2022; 12:jpm12071126. [PMID: 35887623 PMCID: PMC9323191 DOI: 10.3390/jpm12071126] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 06/26/2022] [Accepted: 06/27/2022] [Indexed: 12/25/2022] Open
Abstract
The spinal cord is a conduit within the central nervous system (CNS) that provides ongoing communication between the brain and the rest of the body, conveying complex sensory and motor information necessary for safety, movement, reflexes, and optimization of autonomic function. After a spinal cord injury (SCI), supraspinal influences on the spinal segmental control system and autonomic nervous system (ANS) are disrupted, leading to spastic paralysis, pain and dysesthesia, sympathetic blunting and parasympathetic dominance resulting in cardiac dysrhythmias, systemic hypotension, bronchoconstriction, copious respiratory secretions and uncontrolled bowel, bladder, and sexual dysfunction. This article outlines the pathophysiology of traumatic SCI, current and emerging methods of classification, and its influence on sensory/motor function, and introduces the probable comorbidities associated with SCI that will be discussed in more detail in the accompanying manuscripts of this special issue.
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15
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Ruiz Santiago F, Láinez Ramos-Bossini AJ, Wáng YXJ, Martínez Barbero JP, García Espinosa J, Martínez Martínez A. The value of magnetic resonance imaging and computed tomography in the study of spinal disorders. Quant Imaging Med Surg 2022; 12:3947-3986. [PMID: 35782254 PMCID: PMC9246762 DOI: 10.21037/qims-2022-04] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 04/13/2022] [Indexed: 08/15/2023]
Abstract
Computed tomography (CT) and magnetic resonance imaging (MRI) have replaced conventional radiography in the study of many spinal conditions, it is essential to know when these techniques are indicated instead of or as complementary tests to radiography, which findings can be expected in different clinical settings, and their significance in the diagnosis of different spinal conditions. Proper use of CT and MRI in spinal disorders may facilitate diagnosis and management of spinal conditions. An adequate clinical approach, a good understanding of the pathological manifestations demonstrated by these imaging techniques and a comprehensive report based on a universally accepted nomenclature represent the indispensable tools to improve the diagnostic approach and the decision-making process in patients with spinal pain. Several guidelines are available to assist clinicians in ordering appropriate imaging techniques to achieve an accurate diagnosis and to ensure appropriate medical care that meets the efficacy and safety needs of patients. This article reviews the clinical indications of CT and MRI in different pathologic conditions affecting the spine, including congenital, traumatic, degenerative, inflammatory, infectious and tumor disorders, as well as their main imaging features. It is intended to be a pictorial guide to clinicians involved in the diagnosis and treatment of spinal disorders.
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Affiliation(s)
| | | | - Yì Xiáng J. Wáng
- Department of Imaging and Interventional Radiology, the Chinese University of Hong Kong, Shatin, New Territories, Hong Kong, China
| | - José Pablo Martínez Barbero
- Department of Radiology and Physical Medicine, Hospital Virgen de las Nieves, University of Granada, Granada, Spain
| | - Jade García Espinosa
- Department of Radiology and Physical Medicine, Hospital Virgen de las Nieves, University of Granada, Granada, Spain
| | - Alberto Martínez Martínez
- Department of Radiology and Physical Medicine, Hospital Virgen de las Nieves, University of Granada, Granada, Spain
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16
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Zhu F, Wang Y, Kong X, Liu Y, Zeng L, Jing X, Yao S, Chen K, Yang L, Guo X. Assessment of acute traumatic cervical spinal cord injury using conventional magnetic resonance imaging in combination with diffusion tensor imaging-tractography: a retrospective comparative study. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2022; 31:1700-1709. [PMID: 35639157 DOI: 10.1007/s00586-022-07207-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2021] [Revised: 02/10/2022] [Accepted: 04/01/2022] [Indexed: 10/18/2022]
Abstract
PURPOSE The application of conventional magnetic resonance imaging (MRI) in combination with diffusion tensor imaging (DTI) and diffusion tensor tractography (DTT) to diagnose acute traumatic cervical SCI has not been studied. This study explores the role of MRI with DTI-DTT in the diagnosis of acute traumatic cervical spinal cord injury (SCI). METHODS Thirty patients with acute traumatic cervical SCI underwent conventional MRI and DTI-DTT. Conventional MRI was used to detect the intramedullary lesion length (IMLL) and intramedullary hemorrhage length (IMHL). DTI was used to detect the spinal cord's fractional anisotropy (FA) and apparent diffusion coefficient value, and DTT detected the imaginary white matter fiber volume and the connection rates of fiber tractography (CRFT). Patients' neurological outcome was determined using the American Spinal Injury Association (ASIA) Impairment Scale (AIS) grades. RESULTS Patients were divided into group A (without AIS grade conversion) and group B (with AIS grade conversion). The IMLL and IMHL of group A were significantly higher than those of group B. The FA and CRFT of group A were significantly lower than those of group B. The final AIS grade was negatively correlated with the IMLL and IMHL, and positively correlated with the FA and CRFT. According to imaging features based on conventional MRI and DTI-DTT, we propose a novel classification and diagnostic procedure. CONCLUSIONS The combination of conventional MRI with DTI-DTT is a valid diagnostic approach for SCI. Lower IMLL and IMHL, and higher FA value and CRFT are linked to better neurological outcomes.
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Affiliation(s)
- Fengzhao Zhu
- Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1227 Jiefang Avenue, Wuhan, China.,Department of Orthopaedics, Xinqiao Hospital, Army Military University, Chongqing, China
| | - Yulong Wang
- Department of Orthopedics, Wuhan No. 1 Hospital, Wuhan Integrated TCM & Western Medicine Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiangchuang Kong
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yuan Liu
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Lian Zeng
- Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1227 Jiefang Avenue, Wuhan, China
| | - Xirui Jing
- Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1227 Jiefang Avenue, Wuhan, China
| | - Sheng Yao
- Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1227 Jiefang Avenue, Wuhan, China
| | - Kaifang Chen
- Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1227 Jiefang Avenue, Wuhan, China
| | - Lian Yang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xiaodong Guo
- Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1227 Jiefang Avenue, Wuhan, China.
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17
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Faro SH, Saksena S, Krisa L, Middleton DM, Alizadeh M, Finsterbusch J, Flanders AE, Talekar K, Mulcahey MJ, Mohamed FB. DTI of chronic spinal cord injury in children without MRI abnormalities (SCIWOMR) and with pathology on MRI and comparison to severity of motor impairment. Spinal Cord 2022; 60:457-464. [PMID: 35379960 DOI: 10.1038/s41393-022-00770-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 12/16/2021] [Accepted: 02/04/2022] [Indexed: 11/09/2022]
Abstract
STUDY DESIGN This investigation was a cohort study that included: 36 typically developing (TD) children and 19 children with spinal cord lesions who underwent spinal cord MRI. OBJECTIVES To investigate diffusion tensor imaging (DTI) cervical and thoracic spinal cord changes in pediatric patients that have clinically traumatic and non-traumatic spinal cord injury (SCI) without MR (SCIWOMR) abnormalities. SETTING Thomas Jefferson University, Temple University, Shriners Hospitals for Children all in Philadelphia, USA. METHODS 36 TD children and 19 children with spinal cord lesions that represent either a chronic traumatic acquired SCI or chronic non-traumatic SCI (≥6 months post injury), age range, 6-16 years who underwent cervical and thoracic spinal cord MRI in 2014-2017. Additionally DTI was correlated to clinical American Spinal Injury Association Impairment Scale (AIS). RESULTS Both SCIWOMR and MRI positive (+) groups showed abnormal FA and RD DTI values in the adjacent MRI-normal appearing segments of cephalad and caudal spinal cord compared to TD. The FA values demonstrated perilesional abnormal DTI findings in the middle and proximal segments of the cephalad and caudal cord in the SCIWOMR AIS A/B group compared to SCIWOMR AIS C/D group. CONCLUSIONS We found DTI changes in children with SCIWOMR with different causes of spinal lesions. We also investigated the relationship between DTI and clinical AIS scores. This study further examined the potential diagnostic value of DTI and should be translatable to adults with spinal cord lesions.
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Affiliation(s)
- Scott H Faro
- Department of Radiology, Thomas Jefferson University, 909 Walnut Street, Philadelphia, PA, 19107, USA.
| | - Sona Saksena
- Department of Radiology, Thomas Jefferson University, 909 Walnut Street, Philadelphia, PA, 19107, USA
| | - Laura Krisa
- Department of Occupational Therapy, Thomas Jefferson University, 901 Walnut Street, 6th floor, Philadelphia, PA, 19107, USA.,Department of Physical Therapy, Thomas Jefferson University, 901 Walnut Street, 5th floor, Philadelphia, PA, 19107, USA
| | - Devon M Middleton
- Department of Radiology, Thomas Jefferson University, 909 Walnut Street, Philadelphia, PA, 19107, USA
| | - Mahdi Alizadeh
- Department of Neurosurgery, Thomas Jefferson University, 909 Walnut Street, Philadelphia, PA, 19107, USA
| | | | - Adam E Flanders
- Department of Radiology, Thomas Jefferson University, 909 Walnut Street, Philadelphia, PA, 19107, USA
| | - Kiran Talekar
- Department of Radiology, Thomas Jefferson University, 909 Walnut Street, Philadelphia, PA, 19107, USA
| | - M J Mulcahey
- Department of Physical Therapy, Thomas Jefferson University, 901 Walnut Street, 5th floor, Philadelphia, PA, 19107, USA
| | - Feroze B Mohamed
- Department of Radiology, Thomas Jefferson University, 909 Walnut Street, Philadelphia, PA, 19107, USA
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18
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Diffusion tensor imaging in unclear intramedullary tumor-suspected lesions allows separating tumors from inflammation. Spinal Cord 2021; 60:655-663. [PMID: 34966172 PMCID: PMC9287173 DOI: 10.1038/s41393-021-00741-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 12/14/2021] [Accepted: 12/16/2021] [Indexed: 11/08/2022]
Abstract
DESIGN Prospective diagnostic study. OBJECTIVES Primary imaging-based diagnosis of spinal cord tumor-suspected lesions is often challenging. The identification of the definite entity is crucial for dedicated treatment and therefore reduction of morbidity. The aim of this trial was to investigate specific quantitative signal patterns to differentiate unclear intramedullary tumor-suspected lesions based on diffusion tensor imaging (DTI). SETTING Medical Center - University of Freiburg, Germany. METHODS Forty patients with an unclear tumor-suspected lesion of the spinal cord prospectively underwent DTI. Primary diagnosis was determined by histological or clinical work-up or remained indeterminate with follow-up. DTI metrics (FA/ADC) were evaluated at the central lesion area, lesion margin, edema, and normal spinal cord and compared between different diagnostic groups (ependymomas, other spinal cord tumors, inflammations). RESULTS Mean DTI metrics for all spinal cord tumors (n = 18) showed significantly reduced FA and increased ADC values compared to inflammatory lesions (n = 8) at the lesion margin (p < 0.001, p = 0.001) and reduced FA at the central lesion area (p < 0.001). There were no significant differences comparing the neoplastic subgroups of ependymomas (n = 10) and other spinal cord tumors (n = 8), but remaining differences for both compared to the inflammation subgroup. We found significant higher ADC (p = 0.040) and a trend to decreased FA (p = 0.081) for ependymomas compared to inflammations at the edema. CONCLUSION Even if distinct differentiation of ependymomas from other spinal cord neoplasms was not possible based on quantitative DTI metrics, FA and ADC were feasible to separate inflammatory lesions. This may avoid unnecessary surgery in patients with unclear intramedullary tumor-suspected lesions.
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19
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Papa L, Johnson B, Walter AE, Wilkes JR, Knollmann-Ritschel B, Bhomia M, Slobounov SM. Decreases in Dorsal Cervical Spinal Cord White Matter Tract Integrity Are Associated with Elevated Levels of Serum MicroRNA Biomarkers in NCAA Division I Collegiate Football Players. Neurotrauma Rep 2021; 2:476-487. [PMID: 34901943 PMCID: PMC8655801 DOI: 10.1089/neur.2021.0036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
This prospective, controlled, observational cohort study assessed the performance of a novel panel of serum microRNA (miRNA) biomarkers relative to findings on cervical spinal cord magnetic resonance imaging (MRI) in collegiate football players. There were 44 participants included in the study: 30 non-athlete control subjects and 14 male collegiate football athletes participating in a Division I Football Bowl Subdivision of the National Collegiate Athletic Association. Diffuse tensor MRI and blood samples were acquired within the week before the athletic season began and within the week after the last game of the season. All miRNAs were significantly higher in athletes regardless of their fractional anisotropy (FA) values (p < 0.001), even those considered to be in the “normal” range of FA for white and gray matter integrity in the cervical spinal cord. miRNA biomarkers were most significantly correlated with FA of the white matter (WM) tracts of the dorsal (posterior) spinal cord; particularly, the fasciculus gracilis, fasciculus cuneatus, lateral corticospinal tract, rubrospinal tract, lateral reticulospinal tract, spinal lemniscus, and spinothalamic and -reticular tracts. Areas under the curve for miRNA biomarkers predicting lower FA of WM dorsal (posterior) cervical spinal tracts, therefore lower white matter integrity (connectivity), were miR-505* = 0.75 (0.54–0.96), miR-30d = 0.74 (0.52–0.95), and miR-92a = 0.75 (0.53–0.98). Should these findings be replicated in a larger cohort of athletes, these markers could potentially serve as measures of neuroimaging abnormalities in athletes at risk for concussion and subconcussive injuries to the cervical spinal cord.
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Affiliation(s)
- Linda Papa
- Department of Emergency Medicine, Orlando Regional Medical Center, Orlando, Florida, USA.,Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada
| | - Brian Johnson
- Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Alexa E Walter
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - James R Wilkes
- Department of Kinesiology, Pennsylvania State University, University Park, Pennsylvania, USA
| | | | - Manish Bhomia
- Department of Pathology, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Semyon M Slobounov
- Department of Kinesiology, Pennsylvania State University, University Park, Pennsylvania, USA
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20
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Zhao Q, Ridout RP, Shen J, Wang N. Effects of Angular Resolution and b Value on Diffusion Tensor Imaging in Knee Joint. Cartilage 2021; 13:295S-303S. [PMID: 33843284 PMCID: PMC8804734 DOI: 10.1177/19476035211007909] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
OBJECTIVE To investigate the influences of the diffusion gradient directions (angular resolution) and the strength of the diffusion gradient (b value) on diffusion tensor imaging (DTI) metrics and tractography of various connective tissues in knee joint. DESIGN Two rat knee joints were scanned on a preclinical 9.4-T system using a 3-dimensional diffusion-weighted spin echo pulse sequence. One protocol with b value of 500, 1500, and 2500 s/mm2 were acquired separately using 43 diffusion gradient directions. The other protocol with b value of 1000 s/mm2 was performed using 147 diffusion gradient directions. The in-plane resolution was 45 µm isotropic. Fractional anisotropy (FA) and mean diffusivity (MD) were compared at different angular resolution. Tractography was quantitatively evaluated at different b values and angular resolutions in cartilage, ligament, meniscus, and growth plate. RESULTS The ligament showed higher FA value compared with growth plate and cartilage. The FA values were largely overestimated at the angular resolution of 6. Compared with FA, MD showed less sensitivity to the angular resolution. The fiber tracking was failed at low angular resolution (6 diffusion gradient directions) or high b value (2500 s/mm2). The quantitative measurements of tract length and track volume were strongly dependent on angular resolution and b value. CONCLUSIONS To obtain consistent DTI outputs and tractography in knee joint, the scan may require a proper b value (ranging from 500 to 1500 s/mm2) and sufficient angular resolution (>14) with signal-to-noise ratio >10.
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Affiliation(s)
- Qi Zhao
- School of Psychology, Shanghai
University of Sport, Shanghai, China
| | - Rees P. Ridout
- Pratt School of Engineering, Duke
University, Durham, NC, USA
| | - Jikai Shen
- Pratt School of Engineering, Duke
University, Durham, NC, USA
| | - Nian Wang
- Department of Radiology, Duke
University School of Medicine, Durham, NC, USA,Department of Radiology and Imaging
Sciences, Indiana University School of Medicine, Indianapolis, IN, USA,Nian Wang, Department of Radiology and
Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202,
USA.
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21
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Liu Y, Liu C, Qin C, Zhang X, Feng H, Wang Z, Li J. Evaluation of the effect of myelotomy on nerve function in rats with spinal cord injury by diffusion tensor imaging. Acta Radiol 2021; 62:1666-1673. [PMID: 33287549 DOI: 10.1177/0284185120975182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Spinal cord injury (SCI) is a severe central nervous system injury that can generally induce different degrees of sensory and motor dysfunction. PURPOSE To clarify the changes of diffusion tensor imaging (DTI) parameters after spinal cord myelotomy in rats with SCI. MATERIAL AND METHODS Eighteen Sprague Dawley (SD) rats were randomly divided into the Sham group (n=6), SCI group (n=6), and Mye group (n=6), respectively. The DTI values at 1, 3, 7, and 21 days after modeling were collected by magnetic resonance imaging (MRI). The spinal specimen at the injury site was collected on the 21st day for Nissl's staining to assess the changes in neurons. RESULTS The fractional anisotropy (FA) values in both the SCI group and Mye group significantly decreased. In addition, the FA values between the two groups were statistically significant (P < 0.001). The apparent diffusion coefficient (ADC), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) values all decreased and then increased (P < 0.001). Pearson correlation test showed that the ADC, MD, and AD values were positively correlated with the Basso Beattie Bresnahan (BBB) score. Nissl's staining showed a higher number of Nissl's bodies, and deep staining of Nissl's bodies in the Mye group, while the morphology of neurons was relatively good. The number of neurons in the Mye group was significantly higher after myelotomy compared to the SCI group (P < 0.001). CONCLUSION The DTI parameters, especially ADC values, could non-invasively and quantifiably evaluate the efficacy of myelotomy for rats with SCI.
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Affiliation(s)
- Yi Liu
- School of Rehabilitation Medicine, Capital Medical University, Beijing, PR China
- China Rehabilitation Science Institute, Beijing, PR China
- Center of Neural Injury and Repair, Beijing Institute for Brain Disorders, Beijing, PR China
- Department of Spinal and Neural Functional Reconstruction, China Rehabilitation Research Center, Beijing, PR China
- Beijing Key Laboratory of Neural Injury and Rehabilitation, Beijing, PR China
| | - Changbin Liu
- Department of Rehabilitation Medicine, Beijing Tiantan Hospital, Beijing, PR China
| | - Chuan Qin
- School of Rehabilitation Medicine, Capital Medical University, Beijing, PR China
- China Rehabilitation Science Institute, Beijing, PR China
- Center of Neural Injury and Repair, Beijing Institute for Brain Disorders, Beijing, PR China
- Department of Spinal and Neural Functional Reconstruction, China Rehabilitation Research Center, Beijing, PR China
- Beijing Key Laboratory of Neural Injury and Rehabilitation, Beijing, PR China
| | - Xin Zhang
- School of Rehabilitation Medicine, Capital Medical University, Beijing, PR China
- China Rehabilitation Science Institute, Beijing, PR China
- Center of Neural Injury and Repair, Beijing Institute for Brain Disorders, Beijing, PR China
- Department of Spinal and Neural Functional Reconstruction, China Rehabilitation Research Center, Beijing, PR China
- Beijing Key Laboratory of Neural Injury and Rehabilitation, Beijing, PR China
| | - Hao Feng
- School of Rehabilitation Medicine, Capital Medical University, Beijing, PR China
- China Rehabilitation Science Institute, Beijing, PR China
- Center of Neural Injury and Repair, Beijing Institute for Brain Disorders, Beijing, PR China
- Department of Spinal and Neural Functional Reconstruction, China Rehabilitation Research Center, Beijing, PR China
- Beijing Key Laboratory of Neural Injury and Rehabilitation, Beijing, PR China
| | - Zhanjing Wang
- Medical Experiment and Test Center, Capital Medical University, Beijing, PR China
| | - Jianjun Li
- School of Rehabilitation Medicine, Capital Medical University, Beijing, PR China
- China Rehabilitation Science Institute, Beijing, PR China
- Center of Neural Injury and Repair, Beijing Institute for Brain Disorders, Beijing, PR China
- Department of Spinal and Neural Functional Reconstruction, China Rehabilitation Research Center, Beijing, PR China
- Beijing Key Laboratory of Neural Injury and Rehabilitation, Beijing, PR China
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22
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Osorio-Londono DM, Sanchez-Morales GS, Garcia-Garcia G, Morales-Guadarrama A, Olayo-Gonzalez R. Pyrrole Plasma Polymer-Coated Fibrillar Scaffold Implant: Pilot Study in Rat Spinal Cord Transection with MRI. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2021; 2021:1218-1221. [PMID: 34891506 DOI: 10.1109/embc46164.2021.9630447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Despite extensive research on spinal cord injury (SCI) therapies for the recovery of motor, sensory and autonomic function, currently there are no effective treatments to completely restore tissue structure and function. In this work, a polylactic acid (PLA) fibrillar scaffold coated with pyrrole plasma polymer doped with iodine (pPPy/I), was studied as therapeutic strategy in a SCI transection model. Magnetic resonance imaging (MRI) was used to evaluate tissue response to the implant. Behavioral analysis using the BBB open-field testing was conducted to evaluate functional response. MRI analysis showed the SCI model completely disrupted tissue continuity, and diffusion indices were altered at the injury site. The animals had completely paralyzed hindlimbs and bladder control loss after injury. After 8 weeks of treatment, in contrast to control and PLA-implanted animals, PLA+pPPy/I-implanted animal had regained bladder control autonomy and frequent to consistent weight supported plantar steps and occasional coordination between forelimbs and hindlimbs. These results suggest fibrillar scaffolds coated with pPPy/I constitute a promising therapy for SCI.
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23
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Poulen G, Aloy E, Bringuier CM, Mestre-Francés N, Artus EV, Cardoso M, Perez JC, Goze-Bac C, Boukhaddaoui H, Lonjon N, Gerber YN, Perrin FE. Inhibiting microglia proliferation after spinal cord injury improves recovery in mice and nonhuman primates. Am J Cancer Res 2021; 11:8640-8659. [PMID: 34522204 PMCID: PMC8419033 DOI: 10.7150/thno.61833] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 06/27/2021] [Indexed: 12/14/2022] Open
Abstract
No curative treatment is available for any deficits induced by spinal cord injury (SCI). Following injury, microglia undergo highly diverse activation processes, including proliferation, and play a critical role on functional recovery. In a translational objective, we investigated whether a transient pharmacological reduction of microglia proliferation after injury is beneficial for functional recovery after SCI in mice and nonhuman primates. Methods: The colony stimulating factor-1 receptor (CSF1R) regulates proliferation, differentiation, and survival of microglia. We orally administrated GW2580, a CSF1R inhibitor that inhibits microglia proliferation. In mice and nonhuman primates, we then analyzed treatment outcomes on locomotor function and spinal cord pathology. Finally, we used cell-specific transcriptomic analysis to uncover GW2580-induced molecular changes in microglia. Results: First, transient post-injury GW2580 administration in mice improves motor function recovery, promotes tissue preservation and/or reorganization (identified by coherent anti-stokes Raman scattering microscopy), and modulates glial reactivity. Second, post-injury GW2580-treatment in nonhuman primates reduces microglia proliferation, improves motor function recovery, and promotes tissue protection. Finally, GW2580-treatment in mice induced down-regulation of proliferation-associated transcripts and inflammatory associated genes in microglia that may account for reduced neuroinflammation and improved functional recovery following SCI. Conclusion: Thus, a transient oral GW2580 treatment post-injury may provide a promising therapeutic strategy for SCI patients and may also be extended to other central nervous system disorders displaying microglia activation.
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Johnson B, Walter AE, Wilkes JR, Papa L, Slobounov SM. Changes in White Matter of the Cervical Spinal Cord after a Single Season of Collegiate Football. Neurotrauma Rep 2021; 2:84-93. [PMID: 34223548 PMCID: PMC8240824 DOI: 10.1089/neur.2020.0035] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
The involvement of the central nervous system (CNS), specifically the white matter tracts in the cervical spinal cord, was examined with diffusion tensor imaging (DTI) following exposure to repetitive head acceleration events (HAEs) after a single season of collegiate football. Fifteen National Collegiate Athletic Association (NCAA) Division 1 football players underwent DTI of the cervical spinal cord (vertebral level C1–4) at pre-season (before any contact practices began) and post-season (within 1 week of the last regular season game) intervals. Helmet accelerometer data were also collected in parallel throughout the season. From pre-season to post-season, a significant decrease (p < 0.05) of axial diffusivity was seen within the right spino-olivary tract. In addition, a significant decrease (p < 0.05) in global white matter fractional anisotropy (FA) along with increases (p < 0.05) in global white matter mean diffusivity (MD) and radial diffusivity (RD) were found. These changes in FA from pre-season to post-season were significantly moderated by previous concussion history (p < 0.05) and number of HAEs over 80 g (p < 0.05). Despite the absence of sports-related concussion (SRC), we present measurable changes in the white matter integrity of the cervical spinal cord suggesting injury from repetitive HAEs, or SRC, may include the entirety of the CNS, not just the brain.
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Affiliation(s)
- Brian Johnson
- Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Alexa E Walter
- Department of Kinesiology, The Pennsylvania State University, University Park, Pennsylvania, USA
| | - James R Wilkes
- Department of Kinesiology, The Pennsylvania State University, University Park, Pennsylvania, USA
| | - Linda Papa
- Department of Emergency Medicine, Orlando Regional Medical Center, Orlando, Florida, USA.,Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada
| | - Semyon M Slobounov
- Department of Kinesiology, The Pennsylvania State University, University Park, Pennsylvania, USA
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Diffusion weighted imaging as a biomarker of retinoic acid induced myelomeningocele. PLoS One 2021; 16:e0253583. [PMID: 34191842 PMCID: PMC8244849 DOI: 10.1371/journal.pone.0253583] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Accepted: 06/08/2021] [Indexed: 12/16/2022] Open
Abstract
Neural tube defects are a common congenital anomaly involving incomplete closure of the spinal cord. Myelomeningocele (MMC) is a severe form in which there is complete exposure of neural tissue with a lack of skin, soft tissue, or bony covering to protect the spinal cord. The all-trans retinoic acid (ATRA) induced rat model of (MMC) is a reproducible, cost-effective means of studying this disease; however, there are limited modalities to objectively quantify disease severity, or potential benefits from experimental therapies. We sought to determine the feasibility of detecting differences between MMC and wild type (WT) rat fetuses using diffusion magnetic resonance imaging techniques (MRI). Rat dams were gavage-fed ATRA to produce MMC defects in fetuses, which were surgically delivered prior to term. Average diffusion coefficient (ADC) and fractional anisotropy (FA) maps were obtained for each fetus. Brain volumes and two anatomically defined brain length measurements (D1 and D2) were significantly decreased in MMC compared to WT. Mean ADC signal was significantly increased in MMC compared to WT, but no difference was found for FA signal. In summary, ADC and brain measurements were significantly different between WT and MMC rat fetuses. ADC could be a useful complementary imaging biomarker to current histopathologic analysis of MMC models, and potentially expedite therapeutic research for this disease.
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Masutani Y. Recent Advances in Parameter Inference for Diffusion MRI Signal Models. Magn Reson Med Sci 2021; 21:132-147. [PMID: 34024863 PMCID: PMC9199979 DOI: 10.2463/mrms.rev.2021-0005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
In this paper, fundamentals and recent progress for obtaining biological features quantitatively by using diffusion MRI are reviewed. First, a brief description of diffusion MRI history, application, and development was presented. Then, well-known parametric models including diffusion tensor imaging (DTI), diffusional kurtosis imaging (DKI), and neurite orientation dispersion diffusion imaging (NODDI) are introduced with several classifications in various viewpoints with other modeling schemes. In addition, this review covers mathematical generalization and examples of methodologies for the model parameter inference from conventional fitting to recent machine learning approaches, which is called Q-space learning (QSL). Finally, future perspectives on diffusion MRI parameter inference are discussed with the aspects of imaging modeling and simulation.
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Zhu F, Liu Y, Zeng L, Wang Y, Kong X, Yao S, Chen K, Jing X, Yang L, Guo X. Evaluating the Severity and Prognosis of Acute Traumatic Cervical Spinal Cord Injury: A Novel Classification Using Diffusion Tensor Imaging and Diffusion Tensor Tractography. Spine (Phila Pa 1976) 2021; 46:687-694. [PMID: 33395024 DOI: 10.1097/brs.0000000000003923] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective observational cohort study. OBJECTIVE We explored the relationship between diffusion tensor imaging (DTI) parameters and prognosis in patients with acute traumatic cervical spinal cord injury (ATCSCI). SUMMARY OF BACKGROUND DATA DTI has been used to diagnose spinal cord injury; nevertheless, its role remains controversial. METHODS We analyzed retrospectively 24 patients with ATCSCI who were examined using conventional T2-weighted imaging and DTI. Fractional anisotropy (FA) and apparent diffusion coefficient (ADC) were recorded at the injured site. Diffusion tensor tractography (DTT) was used to measure the spinal cord white matter fiber volume (MWFV). American Spinal Injury Association (ASIA) grades were recorded. Correlations between DTI parameters and ASIA scores were evaluated using Spearman correlation coefficients. RESULTS FA values at injured sites were significantly lower than those of the control group, whereas ADC values in injured and control groups were not significantly different. DTT revealed that ATCSCI could be divided into four types: Type A1-complete rupture of spinal cord white matter fiber (MWF); Type A2-partial rupture of MWF; Type B-most MWF retained with severe compression or abnormal fiber conduction direction; and Type C-MWF basically complete with slight compression. Preoperative physical examinations revealed complete injury (ASIA A) in patients with A1 (n = 4) and A2 (n = 4). The ASIA grades or scores of A2 were improved to varying degrees, whereas there was no significant improvement in A1. FA values and MWFV of ASIA B, C, and D were significantly higher than those of ASIA A. FA and MWFV were correlated with ASIA motor score preoperatively and at final follow-up. CONCLUSION We propose a classification for the severity of ATCSCI based on DTI and DTT that may explain why some patients with ASIA A recover, whereas others do not.Level of Evidence: 4.
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Affiliation(s)
- Fengzhao Zhu
- Department of Orthopedics, Union hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yuan Liu
- Department of Radiology, Union hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Lian Zeng
- Department of Orthopedics, Union hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yulong Wang
- Department of Orthopedics, Union hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiangchuang Kong
- Department of Radiology, Union hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Sheng Yao
- Department of Orthopedics, Union hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Kaifang Chen
- Department of Orthopedics, Union hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xirui Jing
- Department of Orthopedics, Union hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Lian Yang
- Department of Radiology, Union hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaodong Guo
- Department of Orthopedics, Union hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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Berger A, Artzi M, Aizenstein O, Gonen T, Tellem R, Hochberg U, Ben-Bashat D, Strauss I. Cervical Cordotomy for Intractable Pain: Do Postoperative Imaging Features Correlate with Pain Outcomes and Mirror Pain? AJNR Am J Neuroradiol 2021; 42:794-800. [PMID: 33632733 DOI: 10.3174/ajnr.a6999] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 10/28/2020] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Percutaneous cervical cordotomy offers relief of unilateral intractable oncologic pain. We aimed to find anatomic and postoperative imaging features that may correlate with clinical outcomes, including pain relief and postoperative contralateral pain. MATERIALS AND METHODS We prospectively followed 15 patients with cancer who underwent cervical cordotomy for intractable pain during 2018 and 2019 and underwent preoperative and up to 1-month postoperative cervical MR imaging. Lesion volume and diameter were measured on T2-weighted imaging and diffusion tensor imaging (DTI). Lesion mean diffusivity and fractional anisotropy values were extracted. Pain improvement up to 1 month after surgery was assessed by the Numeric Rating Scale and Brief Pain Inventory. RESULTS All patients reported pain relief from 8 (7-10) to 0 (0-4) immediately after surgery (P = .001), and 5 patients (33%) developed contralateral pain. The minimal percentages of the cord lesion volume required for pain relief were 10.0% on T2-weighted imaging and 6.2% on DTI. Smaller lesions on DWI correlated with pain improvement on the Brief Pain Inventory scale (r = 0.705, P = .023). Mean diffusivity and fractional anisotropy were significantly lower in the ablated tissue than contralateral nonlesioned tissue (P = .003 and P = .001, respectively), compatible with acute-phase tissue changes after injury. Minimal postoperative mean diffusivity values correlated with an improvement of Brief Pain Inventory severity scores (r = -0.821, P = .004). The average lesion mean diffusivity was lower among patients with postoperative contralateral pain (P = .037). CONCLUSIONS Although a minimal ablation size is required during cordotomy, larger lesions do not indicate better outcomes. DWI metrics changes represent tissue damage after ablation and may correlate with pain outcomes.
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Affiliation(s)
- A Berger
- From the Department of Neurosurgery (A.B., I.S.)
- Sackler School of Medicine (A.B., M.A., O.A., T.G., R.T., U.H., D.B.-B., I.S.), Tel Aviv University, Tel Aviv, Israel
| | - M Artzi
- Sagol Brain Institute (M.A., T.G, D.B.-B.)
- Sackler School of Medicine (A.B., M.A., O.A., T.G., R.T., U.H., D.B.-B., I.S.), Tel Aviv University, Tel Aviv, Israel
| | - O Aizenstein
- Department of Radiology (O.A.)
- Sackler School of Medicine (A.B., M.A., O.A., T.G., R.T., U.H., D.B.-B., I.S.), Tel Aviv University, Tel Aviv, Israel
| | - T Gonen
- Sagol Brain Institute (M.A., T.G, D.B.-B.)
- Sackler School of Medicine (A.B., M.A., O.A., T.G., R.T., U.H., D.B.-B., I.S.), Tel Aviv University, Tel Aviv, Israel
| | - R Tellem
- The Palliative Care Service (R.T.)
- Sackler School of Medicine (A.B., M.A., O.A., T.G., R.T., U.H., D.B.-B., I.S.), Tel Aviv University, Tel Aviv, Israel
| | - U Hochberg
- Institute of Pain Medicine (U.H.)
- Division of Anesthesiology, Tel Aviv Medical Center (U.H.), Tel Aviv, Israel
- Sackler School of Medicine (A.B., M.A., O.A., T.G., R.T., U.H., D.B.-B., I.S.), Tel Aviv University, Tel Aviv, Israel
| | - D Ben-Bashat
- Sagol Brain Institute (M.A., T.G, D.B.-B.)
- Sackler School of Medicine (A.B., M.A., O.A., T.G., R.T., U.H., D.B.-B., I.S.), Tel Aviv University, Tel Aviv, Israel
| | - I Strauss
- From the Department of Neurosurgery (A.B., I.S.)
- Sackler School of Medicine (A.B., M.A., O.A., T.G., R.T., U.H., D.B.-B., I.S.), Tel Aviv University, Tel Aviv, Israel
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Zhu F, Zeng L, Gui S, Liu Y, Wang Y, Cao X, Lin H, Yang L, Kong X, Guo X. The Role of Diffusion Tensor Imaging and Diffusion Tensor Tractography in the Assessment of Acute Traumatic Thoracolumbar Spinal Cord Injury. World Neurosurg 2021; 150:e23-e30. [PMID: 33561552 DOI: 10.1016/j.wneu.2021.01.146] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2021] [Revised: 01/27/2021] [Accepted: 01/28/2021] [Indexed: 12/19/2022]
Abstract
BACKGROUND This study explored diffusion tensor imaging (DTI) and diffusion tensor tractography (DTT) to assess the prognosis of thoracolumbar spinal cord injury (SCI). METHODS Twenty patients with acute traumatic thoracolumbar complete SCI (T1-L1, American Spinal Injury Association Impairment Scale [AIS] grade A) underwent conventional magnetic resonance imaging and DTI examinations. DTI measured the fractional anisotropy (FA) and apparent diffusion coefficient adjacent to the lesion epicenter. DTT was used to detect the white matter fiber morphology and measure the imaginary white matter fiber volume and connection rates of fiber tractography (CRFT). The patients' neurological functions were evaluated by the AIS grades. RESULTS At the final-follow-up, among the 20 patients with AIS grade A, 15 maintained the AIS grade (group A), and 5 patients showed improvement of AIS grade (group B). Group A's mean FA value was significantly lower than that of group B, whereas the mean apparent diffusion coefficient value among the 2 groups showed no significant difference. The white matter fibers of most patients in group A were completely ruptured (11/15), but the white matter fibers of all patients in group B were retained in different number (5/5). The mean CRFT of group B was significantly higher than that of group A (P < 0.05). The improvement of AIS grade was slightly positively correlated with FA values and highly positively correlated with CRFT. CONCLUSIONS The prognosis of complete thoracolumbar SCI may be related to the FA value and the CRFT. The application of DTI and DTT may optimize the diagnosis of thoracolumbar SCI.
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Affiliation(s)
- Fengzhao Zhu
- Department of Orthopaedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Lian Zeng
- Department of Orthopaedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Shan Gui
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yuan Liu
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yulong Wang
- Department of Orthopaedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xiaojian Cao
- Department of Spine Surgery, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, Nanjing, Jiangsu, China
| | - Haodong Lin
- Department of Orthopaedics, Shanghai First People's Hospital, Shanghai Jiaotong University First People's Hospital, Shanghai, China
| | - Lian Yang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xiangchuang Kong
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xiaodong Guo
- Department of Orthopaedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
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Irimia A, Van Horn JD. Mapping the rest of the human connectome: Atlasing the spinal cord and peripheral nervous system. Neuroimage 2021; 225:117478. [PMID: 33160086 PMCID: PMC8485987 DOI: 10.1016/j.neuroimage.2020.117478] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Revised: 09/15/2020] [Accepted: 10/13/2020] [Indexed: 12/13/2022] Open
Abstract
The emergence of diffusion, structural, and functional neuroimaging methods has enabled major multi-site efforts to map the human connectome, which has heretofore been defined as containing all neural connections in the central nervous system (CNS). However, these efforts are not structured to examine the richness and complexity of the peripheral nervous system (PNS), which arguably forms the (neglected) rest of the connectome. Despite increasing interest in an atlas of the spinal cord (SC) and PNS which is simultaneously stereotactic, interactive, electronically dissectible, scalable, population-based and deformable, little attention has thus far been devoted to this task of critical importance. Nevertheless, the atlasing of these complete neural structures is essential for neurosurgical planning, neurological localization, and for mapping those components of the human connectome located outside of the CNS. Here we recommend a modification to the definition of the human connectome to include the SC and PNS, and argue for the creation of an inclusive atlas to complement current efforts to map the brain's human connectome, to enhance clinical education, and to assist progress in neuroscience research. In addition to providing a critical overview of existing neuroimaging techniques, image processing methodologies and algorithmic advances which can be combined for the creation of a full connectome atlas, we outline a blueprint for ultimately mapping the entire human nervous system and, thereby, for filling a critical gap in our scientific knowledge of neural connectivity.
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Affiliation(s)
- Andrei Irimia
- Ethel Percy Andrus Gerontology Center, Leonard Davis School of Gerontology, University of Southern California, 3715 McClintock Avenue, Los Angeles CA 90089, United States; Corwin D. Denney Research Center, Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, 1042 Downey Way, Los Angeles, CA 90089, United States.
| | - John Darrell Van Horn
- Department of Psychology, University of Virginia, 485 McCormick Road, Gilmer Hall, Room 102, Charlottesville, Virginia 22903, United States; School of Data Science, University of Virginia, Dell 1, Charlottesville, Virginia 22903, United States.
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31
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Johnson PJ, Miller AD, Cheetham J, Demeter EA, Luh WM, Loftus JP, Stephan SL, Dewey CW, Barry EF. In vivo detection of microstructural spinal cord lesions in dogs with degenerative myelopathy using diffusion tensor imaging. J Vet Intern Med 2020; 35:352-362. [PMID: 33350517 PMCID: PMC7848345 DOI: 10.1111/jvim.16014] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 12/07/2020] [Accepted: 12/07/2020] [Indexed: 11/30/2022] Open
Abstract
Background Degenerative myelopathy (DM) in dogs is a progressive neurodegenerative condition that causes white matter spinal cord lesions. These lesions are undetectable on standard magnetic resonance imaging (MRI), limiting diagnosis and monitoring of the disease. Spinal cord lesions cause disruption to the structural integrity of the axons causing water diffusion to become more random and less anisotropic. These changes are detectable by the technique of diffusion tensor imaging (DTI) which is highly sensitive to diffusion alterations secondary to white matter lesion development. Objective Perform spinal DTI on cohorts of dogs with and without DM to identify if lesions caused by DM will cause a detectable alteration in spinal cord diffusivity that correlates with neurological status. Animals Thirteen dogs with DM and 13 aged‐matched controls. Methods All animals underwent MRI with DTI of the entire spine. Diffusivity parameters fractional anisotropy (FA) and mean diffusivity (MD) were measured at each vertebral level and statistically compared between groups. Results Dogs with DM had significant decreases in FA within the regions of the spinal cord that had high expected lesion load. Decreases in FA were most significant in dogs with severe forms of the disease and correlated with neurological grade. Conclusions and Clinical Importance Findings suggest that FA has the potential to be a biomarker for spinal cord lesion development in DM and could play an important role in improving diagnosis and monitoring of this condition.
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Affiliation(s)
- Philippa J Johnson
- Department of Clinical Sciences, Cornell College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | - Andrew D Miller
- Department of Biomedical Sciences, Cornell College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | - Jonathan Cheetham
- Department of Clinical Sciences, Cornell College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | - Elena A Demeter
- Department of Biomedical Sciences, Cornell College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | - Wen-Ming Luh
- National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA
| | - John P Loftus
- Department of Clinical Sciences, Cornell College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | - Sarah L Stephan
- Department of Clinical Sciences, Cornell College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | - Curtis W Dewey
- Department of Clinical Sciences, Cornell College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | - Erica F Barry
- Department of Clinical Sciences, Cornell College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
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da Costa RC, De Decker S, Lewis MJ, Volk H. Diagnostic Imaging in Intervertebral Disc Disease. Front Vet Sci 2020; 7:588338. [PMID: 33195623 PMCID: PMC7642913 DOI: 10.3389/fvets.2020.588338] [Citation(s) in RCA: 57] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 09/09/2020] [Indexed: 12/27/2022] Open
Abstract
Imaging is integral in the diagnosis of canine intervertebral disc disease (IVDD) and in differentiating subtypes of intervertebral disc herniation (IVDH). These include intervertebral disc extrusion (IVDE), intervertebral disc protrusion (IVDP) and more recently recognized forms such as acute non-compressive nucleus pulposus extrusion (ANNPE), hydrated nucleus pulposus extrusion (HNPE), and intradural/intramedullary intervertebral disc extrusion (IIVDE). Many imaging techniques have been described in dogs with roles for survey radiographs, myelography, computed tomography (CT), and magnetic resonance imaging (MRI). Given how common IVDH is in dogs, a thorough understanding of the indications and limitations for each imaging modality to aid in diagnosis, treatment planning and prognosis is essential to successful case management. While radiographs can provide useful information, especially for identifying intervertebral disc degeneration or calcification, there are notable limitations. Myelography addresses some of the constraints of survey radiographs but has largely been supplanted by cross-sectional imaging. Computed tomography with or without myelography and MRI is currently utilized most widely and have become the focus of most contemporary studies on this subject. Novel advanced imaging applications are being explored in dogs but are not yet routinely performed in clinical patients. The following review will provide a comprehensive overview on common imaging modalities reported to aid in the diagnosis of IVDH including IVDE, IVDP, ANNPE, HNPE, and IIVDE. The review focuses primarily on canine IVDH due to its frequency and vast literature as opposed to feline IVDH.
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Affiliation(s)
- Ronaldo C da Costa
- Department of Veterinary Clinical Sciences, The Ohio State University, Columbus, OH, United States
| | - Steven De Decker
- Department of Clinical Sciences and Services, Royal Veterinary College, London, United Kingdom
| | - Melissa J Lewis
- Department of Veterinary Clinical Sciences, Purdue University College of Veterinary Medicine, West Lafayette, IN, United States
| | - Holger Volk
- Department of Small Animal Medicine and Surgery, University of Veterinary Medicine Hanover, Hanover, Germany
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Fiani B, Noblett C, Nanney J, Doan T, Pennington E, Jarrah R, Sarno E, Nikolaidis D. Diffusion tensor imaging of the spinal cord status post trauma. Surg Neurol Int 2020; 11:276. [PMID: 33033638 PMCID: PMC7538980 DOI: 10.25259/sni_495_2020] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Accepted: 08/22/2020] [Indexed: 11/04/2022] Open
Abstract
Background Since its development in 1994, diffusion tensor imaging (DTI) has been successfully used to assess structural and functional changes to neurological tissue within the central nervous system. Namely, DTI is a noninvasive magnetic resonance imaging (MRI)-based technique that uses anisotropic diffusion to visualize and estimate the organization of white matter in neuronal tissue. It has been used to study various spinal pathologies including neoplastic diseases, degenerative myelopathy, demyelinating diseases, and infections involving the spinal cord. However, due to technical uncertainties and experimental limitations, DTI has rarely been clinically applied to assess trauma-related spinal pathologies. Methods An extensive review of the published literature on DTI was performed utilizing PubMed, OVID Medline, and EMBASE journals. Terms used for the search included DTI and spine trauma. Results The search yielded full text English language-related articles regarding DTIs application, limitations, and functional outcomes secondary to spinal trauma. Conclusion DTI relies on anisotropy in CNS tissues to determine the spatial orientation of surrounding axon tracts and define anatomical boundaries. Diffusion along three principle axes is used to calculate the following four DTI indices; fractional anisotropy, apparent diffusion coefficient (ADC), longitudinal ADC, and transverse ADC. Using DTI as a diagnostic tool status, post spine trauma has proven useful in examining the morphological and physiological extent of spinal lesions beyond conventional MRI. Experimental studies are now utilizing DTI to analyze the severity of spinal cord trauma during the hyperacute phase and may potentially be used to providing additional diagnostic information for improved treatment efficiency (e.g., as shown during the stem cell therapy trials).
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Affiliation(s)
- Brian Fiani
- Department of Neurosurgery, Desert Regional Medical Center, Palm Springs, CA
| | - Christian Noblett
- College of Osteopathic Medicine, University of New England, Biddeford, ME
| | - Jacob Nanney
- College of Medicine, University of Kentucky, Lexington, KY
| | - Thao Doan
- School of Medicine, University of Texas Medical Branch, Galveston, TX
| | | | - Ryan Jarrah
- College of Literature, Arts, and Sciences, University of Michigan-Flint, Flint, MI, United States
| | - Erika Sarno
- College of Osteopathic Medicine, Michigan State University, East Lansing
| | - Daniel Nikolaidis
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, United States
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Zhang H, Guan L, Hai Y, Liu Y, Ding H, Chen X. Multi-shot echo-planar diffusion tensor imaging in cervical spondylotic myelopathy. Bone Joint J 2020; 102-B:1210-1218. [PMID: 32862690 DOI: 10.1302/0301-620x.102b9.bjj-2020-0468.r1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
AIMS The aim of this study was to use diffusion tensor imaging (DTI) to investigate changes in diffusion metrics in patients with cervical spondylotic myelopathy (CSM) up to five years after decompressive surgery. We correlated these changes with clinical outcomes as scored by the Modified Japanese Orthopedic Association (mJOA) method, Neck Disability Index (NDI), and Visual Analogue Scale (VAS). METHODS We used multi-shot, high-resolution, diffusion tensor imaging (ms-DTI) in patients with cervical spondylotic myelopathy (CSM) to investigate the change in diffusion metrics and clinical outcomes up to five years after anterior cervical interbody discectomy and fusion (ACDF). High signal intensity was identified on T2-weighted imaging, along with DTI metrics such as fractional anisotropy (FA). MJOA, NDI, and VAS scores were also collected and compared at each follow-up point. Spearman correlations identified correspondence between FA and clinical outcome scores. RESULTS Significant differences in mJOA scores and FA values were found between preoperative and postoperative timepoints up to two years after surgery. FA at the level of maximum cord compression (MCL) preoperatively was significantly correlated with the preoperative mJOA score. FA postoperatively was also significantly correlated with the postoperative mJOA score. There was no statistical relationship between NDI and mJOA or VAS. CONCLUSION ms-DTI can detect microstructural changes in affected cord segments and reflect functional improvement. Both FA values and mJOA scores showed maximum recovery two years after surgery. The DTI metrics are significantly associated with pre- and postoperative mJOA scores. DTI metrics are a more sensitive, timely, and quantifiable surrogate for evaluating patients with CSM and a potential quantifiable biomarker for spinal cord dysfunction. Cite this article: Bone Joint J 2020;102-B(9):1210-1218.
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Affiliation(s)
- Hanwen Zhang
- Department of Orthopedic Surgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Li Guan
- Department of Orthopedic Surgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Yong Hai
- Department of Orthopedic Surgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Yuzeng Liu
- Department of Orthopedic Surgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Hongtao Ding
- Department of Orthopedic Surgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Xiaolong Chen
- Department of Orthopedic Surgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
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35
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Lewis MJ, Early PJ, Mariani CL, Munana KR, Olby NJ. Influence of Duration of Injury on Diffusion Tensor Imaging in Acute Canine Spinal Cord Injury. J Neurotrauma 2020; 37:2261-2267. [PMID: 32586187 DOI: 10.1089/neu.2019.6786] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Diffusion tensor imaging (DTI) quantifies microstructural lesion characteristics, but impact of the interval between spinal cord injury (SCI) and examination on imaging characteristics is unclear. Our objective was to investigate the impact of duration of injury on DTI indices in dogs with acute, spontaneous SCI from thoracolumbar intervertebral disc herniation (IVDH) and explore associations with clinical severity. Twenty-six dogs with acute thoracolumbar IVDH of variable severity who underwent DTI were included. Neurological severity was graded using the modified Frankel Score (0-V). Fractional anisotropy (FA) and mean diffusivity (MD) were calculated on regions of interest within and adjacent to the lesion epicenter. Relationships between FA or MD and duration (injury to imaging interval) or neurological severity were determined using regression analysis and Wilcoxon rank sum. Median age was 6.8 years (1-13), median duration was 1.5 days (1-9), and neurological signs ranged from ambulatory paraparesis (MFS II) to paraplegia with absent pain perception (MFS V). Mean FA was 0.61 ± 0.09 cranial to the lesion, 0.57 ± 0.12 at the epicenter and 0.55 ± 0.10 caudally. Mean MD was 1.18 × 10-3 ± 0.0002 cranially, 1.09 × 10-3 ± 0.0002 at the epicenter, and 1.14 × 10-3 ± 0.0002 caudally. Accounting for neurological severity and age, FA caudal to the epicenter decreased with increasing duration of injury (p = 0.02). Lower MD within the lesion epicenter was associated with worse neurological severity (p = 0.01). Duration of injury should be considered when interpreting DTI results in dogs with acute thoracolumbar IVDH. The MD might differentiate injury severity in the acute setting and be worthy of development as an imaging biomarker.
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Affiliation(s)
- Melissa J Lewis
- Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, Indiana, USA
| | - Peter J Early
- Department of Clinical Sciences, College of Veterinary Medicine, North Carolina State University, Raleigh, North Carolina, USA
| | - Christopher L Mariani
- Department of Clinical Sciences, College of Veterinary Medicine, North Carolina State University, Raleigh, North Carolina, USA.,Comparative Medicine Institute, North Carolina State University, Raleigh, North Carolina, USA
| | - Karen R Munana
- Department of Clinical Sciences, College of Veterinary Medicine, North Carolina State University, Raleigh, North Carolina, USA.,Comparative Medicine Institute, North Carolina State University, Raleigh, North Carolina, USA
| | - Natasha J Olby
- Department of Clinical Sciences, College of Veterinary Medicine, North Carolina State University, Raleigh, North Carolina, USA.,Comparative Medicine Institute, North Carolina State University, Raleigh, North Carolina, USA
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36
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Ng ACK, Yao M, Cheng SY, Li J, Huang JD, Wu W, Leung GKK, Sun H. Protracted Morphological Changes in the Corticospinal Tract Within the Cervical Spinal Cord After Intracerebral Hemorrhage in the Right Striatum of Mice. Front Neurosci 2020; 14:506. [PMID: 32581678 PMCID: PMC7290159 DOI: 10.3389/fnins.2020.00506] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2019] [Accepted: 04/22/2020] [Indexed: 01/20/2023] Open
Abstract
Intracerebral hemorrhage (ICH) is associated with high morbidity and mortality rates. Currently, there is no promising treatment that improves prognosis significantly. While a thorough investigation of the pathological process within the primary site of injury in the brain has been conducted by the research field, the focus was mainly on gray matter injury, which partly accounted for the failure of discovery of clinically efficacious treatments. It is not until recent years that white matter (WM) injury in the brain after subcortical ICH was examined. As WM tracts form networks between different regions, damage to fibers should impair brain connectivity, resulting in functional impairment. Although WM changes have been demonstrated in the brain after ICH, alterations distant from the initial injury site down in the spinal cord are unclear. This longitudinal study, for the first time, revealed prolonged morphological changes of the contralesional dorsal corticospinal tract (CST) in the spinal cord 5 weeks after experimental ICH in mice by confocal microscopy and transmission electron microscopy, implying that the structural integrity of the CST was compromised extensively after ICH. Given the important role of CST in motor function, future translational studies targeting motor recovery should delineate the treatment effects on CST integrity.
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Affiliation(s)
- Anson Cho Kiu Ng
- Department of Surgery, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Min Yao
- Department of Surgery, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China.,School of Pharmaceutical Sciences, Health Science Centre, Shenzhen University, Shenzhen, China
| | - Stephen Yin Cheng
- Department of Surgery, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Jing Li
- The Engineering Technology Research Center of Education Ministry of China, Guangdong Provincial Key Laboratory on Brain Function Repair and Regeneration, Department of Neurosurgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China.,Key Laboratory of Mental Health of the Ministry of Education, Guangdong-Hong Kong-Macao Greater Bay Area Center for Brain Science and Brain-Inspired Intelligence, Southern Medical University, Guangzhou, China
| | - Jian-Dong Huang
- School of Biomedical Sciences, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Wutian Wu
- School of Biomedical Sciences, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China.,GHM Institute of CNS Regeneration, Jinan University, Guangzhou, China.,Re-Stem Biotechnology Co., Ltd., Suzhou, China
| | - Gilberto Ka Kit Leung
- Department of Surgery, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Haitao Sun
- The Engineering Technology Research Center of Education Ministry of China, Guangdong Provincial Key Laboratory on Brain Function Repair and Regeneration, Department of Neurosurgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China.,Key Laboratory of Mental Health of the Ministry of Education, Guangdong-Hong Kong-Macao Greater Bay Area Center for Brain Science and Brain-Inspired Intelligence, Southern Medical University, Guangzhou, China.,School of Biomedical Sciences, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China.,Microbiome Medicine Center, Division of Laboratory Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, China
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Wu TL, Byun NE, Wang F, Mishra A, Janve VA, Chen LM, Gore JC. Longitudinal assessment of recovery after spinal cord injury with behavioral measures and diffusion, quantitative magnetization transfer and functional magnetic resonance imaging. NMR IN BIOMEDICINE 2020; 33:e4216. [PMID: 31943383 PMCID: PMC7155919 DOI: 10.1002/nbm.4216] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 10/08/2019] [Accepted: 10/15/2019] [Indexed: 05/09/2023]
Abstract
Spinal cord injuries (SCIs) are a leading cause of disability and can severely impact the quality of life. However, to date, the processes of spontaneous repair of damaged spinal cord remain incompletely understood, partly due to a lack of appropriate longitudinal tracking methods. Noninvasive, multiparametric magnetic resonance imaging (MRI) provides potential biomarkers for the comprehensive evaluation of spontaneous repair after SCI. In this study in rats, a clinically relevant contusion injury was introduced at the lumbar level that impairs both hindlimb motor and sensory functions. Quantitative MRI measurements were acquired at baseline and serially post-SCI for up to 2 wk. The progressions of injury and spontaneous recovery in both white and gray matter were tracked longitudinally using pool-size ratio (PSR) measurements derived from quantitative magnetization transfer (qMT) methods, measurements of water diffusion parameters using diffusion tensor imaging (DTI) and intrasegment functional connectivity derived from resting state functional MRI. Changes in these quantitative imaging measurements were correlated with behavioral readouts. We found (a) a progressive decrease in PSR values within 2 wk post-SCI, indicating a progressive demyelination at the center of the injury that was validated with histological staining, (b) PSR correlated closely with fractional anisotropy and transverse relaxation of free water, but did not show significant correlations with behavioral recovery, and (c) preliminary evidence that SCI induced a decrease in functional connectivity between dorsal horns below the injury site at 24 h. Findings from this study not only confirm the value of qMT and DTI methods for assessing the myelination state of injured spinal cord but indicate that they may also have further implications on whether therapies targeted towards remyelination may be appropriate. Additionally, a better understanding of changes after SCI provides valuable information to guide and assess interventions.
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Affiliation(s)
- Tung-Lin Wu
- Vanderbilt University Institute of Imaging Science, Nashville, TN, 37232, United States
- Biomedical Engineering, Vanderbilt University, Nashville, TN, 37232, United States
| | - Nellie E. Byun
- Vanderbilt University Institute of Imaging Science, Nashville, TN, 37232, United States
- Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN, 37232, United States
| | - Feng Wang
- Vanderbilt University Institute of Imaging Science, Nashville, TN, 37232, United States
- Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN, 37232, United States
| | - Arabinda Mishra
- Vanderbilt University Institute of Imaging Science, Nashville, TN, 37232, United States
- Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN, 37232, United States
| | - Vaibhav A. Janve
- Vanderbilt University Institute of Imaging Science, Nashville, TN, 37232, United States
- Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN, 37232, United States
| | - Li Min Chen
- Vanderbilt University Institute of Imaging Science, Nashville, TN, 37232, United States
- Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN, 37232, United States
| | - John C. Gore
- Vanderbilt University Institute of Imaging Science, Nashville, TN, 37232, United States
- Biomedical Engineering, Vanderbilt University, Nashville, TN, 37232, United States
- Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN, 37232, United States
- Physics and Astronomy, Vanderbilt University, Nashville, TN, 37232, United States
- Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN, 37232, United States
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38
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Freund P, Seif M, Weiskopf N, Friston K, Fehlings MG, Thompson AJ, Curt A. MRI in traumatic spinal cord injury: from clinical assessment to neuroimaging biomarkers. Lancet Neurol 2019; 18:1123-1135. [DOI: 10.1016/s1474-4422(19)30138-3] [Citation(s) in RCA: 72] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2018] [Revised: 03/22/2019] [Accepted: 03/28/2019] [Indexed: 01/18/2023]
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Yecies D, Jabarkheel R, Han M, Kim YH, Bruckert L, Shpanskaya K, Perez A, Edwards MSB, Grant GA, Yeom KW. Posterior fossa syndrome and increased mean diffusivity in the olivary bodies. J Neurosurg Pediatr 2019; 24:376-381. [PMID: 31349230 DOI: 10.3171/2019.5.peds1964] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Accepted: 05/16/2019] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Posterior fossa syndrome (PFS) is a common postoperative complication following resection of posterior fossa tumors in children. It typically presents 1 to 2 days after surgery with mutism, ataxia, emotional lability, and other behavioral symptoms. Recent structural MRI studies have found an association between PFS and hypertrophic olivary degeneration, which is detectable as T2 hyperintensity in the inferior olivary nuclei (IONs) months after surgery. In this study, the authors investigated whether immediate postoperative diffusion tensor imaging (DTI) of the ION can serve as an early imaging marker of PFS. METHODS The authors retrospectively reviewed pediatric brain tumor patients treated at their institution, Lucile Packard Children's Hospital at Stanford, from 2004 to 2016. They compared the immediate postoperative DTI studies obtained in 6 medulloblastoma patients who developed PFS to those of 6 age-matched controls. RESULTS Patients with PFS had statistically significant increased mean diffusivity (MD) in the left ION (1085.17 ± 215.51 vs 860.17 ± 102.64, p = 0.044) and variably increased MD in the right ION (923.17 ± 119.2 vs 873.67 ± 60.16, p = 0.385) compared with age-matched controls. Patients with PFS had downward trending fractional anisotropy (FA) in both the left (0.28 ± 0.06 vs 0.23 ± 0.03, p = 0.085) and right (0.29 ± 0.06 vs 0.25 ± 0.02, p = 0.164) IONs compared with age-matched controls, although neither of these values reached statistical significance. CONCLUSIONS Increased MD in the ION is associated with development of PFS. ION MD changes may represent an early imaging marker of PFS.
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40
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Vedantam A, Stormes KM, Gadgil N, Kralik SF, Aldave G, Lam SK. Association between postoperative DTI metrics and neurological deficits after posterior fossa tumor resection in children. J Neurosurg Pediatr 2019; 24:364-370. [PMID: 31323626 DOI: 10.3171/2019.5.peds1912] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2019] [Accepted: 05/09/2019] [Indexed: 12/11/2022]
Abstract
OBJECTIVE Resection of posterior fossa tumors in children may be associated with persistent neurological deficits. It is unclear if these neurological deficits are associated with persistent structural damage to the cerebellar pathways. The purpose of this research was to define longitudinal changes in diffusion tensor imaging (DTI) metrics in white matter cerebellar tracts and the clinical correlates of these metrics in children undergoing resection of posterior fossa tumors. METHODS Longitudinal brain DTI was performed in a cohort of pediatric patients who underwent resection of posterior fossa tumors. Fractional anisotropy (FA) of the superior cerebellar peduncles (SCPs) and middle cerebellar peduncles (MCPs) was measured on preoperative, postoperative, and follow-up DTI. Early postoperative (< 48 hours) and longer-term follow-up neurological deficits (mutism, ataxia, and extraocular movement dysfunction) were documented. Statistical analysis was performed to determine differences in FA values based on presence or absence of neurological deficits. Statistical significance was set at p < 0.05. RESULTS Twenty children (mean age 6.1 ± 4.1 years [SD], 12 males and 8 females) were included in this study. Follow-up DTI was performed at a median duration of 14.3 months after surgery, and the median duration of follow-up was 19.7 months. FA of the left SCP was significantly reduced on postoperative DTI in comparison with preoperative DTI (0.44 ± 0.07 vs 0.53 ± 0.1, p = 0.003). Presence of ataxia at follow-up was associated with a persistent reduction in the left SCP FA on follow-up DTI (0.43 ± 0.1 vs 0.55 ± 0.1, p = 0.016). Patients with early postoperative mutism who did not recover at follow-up had significantly decreased FA of the left SCP on early postoperative DTI in comparison with those who recovered (0.38 ± 0.05 vs 0.48 ± 0.06, p = 0.04). CONCLUSIONS DTI after resection of posterior fossa tumors in children shows that persistent reduction of SCP FA is associated with ataxia at follow-up.
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Affiliation(s)
- Aditya Vedantam
- 1Division of Pediatric Neurosurgery, Texas Children's Hospital, Department of Neurosurgery, Baylor College of Medicine, Houston, Texas; and
| | - Katie M Stormes
- 1Division of Pediatric Neurosurgery, Texas Children's Hospital, Department of Neurosurgery, Baylor College of Medicine, Houston, Texas; and
| | - Nisha Gadgil
- 1Division of Pediatric Neurosurgery, Texas Children's Hospital, Department of Neurosurgery, Baylor College of Medicine, Houston, Texas; and
| | - Stephen F Kralik
- 2Department of Radiology, Texas Children's Hospital, Houston, Texas
| | - Guillermo Aldave
- 1Division of Pediatric Neurosurgery, Texas Children's Hospital, Department of Neurosurgery, Baylor College of Medicine, Houston, Texas; and
| | - Sandi K Lam
- 1Division of Pediatric Neurosurgery, Texas Children's Hospital, Department of Neurosurgery, Baylor College of Medicine, Houston, Texas; and
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41
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Grassner L, Wutte C, Zimmermann G, Grillhösl A, Schmid K, Weiβ T, Maier W, Hauck S, Hollerith T, Vogel M, Bierschneider M, Vastmans J, Thomé C, Gonschorek O, Strowitzki M. Influence of Preoperative Magnetic Resonance Imaging on Surgical Decision Making for Patients with Acute Traumatic Cervical Spinal Cord Injury: A Survey Among Experienced Spine Surgeons. World Neurosurg 2019; 131:e586-e592. [PMID: 31404692 DOI: 10.1016/j.wneu.2019.08.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2019] [Revised: 07/31/2019] [Accepted: 08/01/2019] [Indexed: 12/22/2022]
Abstract
OBJECTIVE Early decompression after acute spinal cord injury (SCI) is recommended. Acute care is crucial, but optimal management is unclear. The aim of this study was to investigate the role of preoperative magnetic resonance imaging (MRI) in addition to computed tomography (CT) in surgical decision making for acute cervical SCI. METHODS All patients with cervical SCI between 2008 and 2016 who had preoperative CT and MRI (n = 63) at the Trauma Center Murnau, Germany, were included. We administered a survey to 10 experienced spine surgeons (5 neurosurgeons, 5 trauma surgeons) regarding the surgical management. First, the surgeons were shown clinical information and CT scans. Two months later, the survey was repeated with additional MRI. Corresponding percentages of change and agreement were obtained for each rater and survey item. Finally, results from both parts of the survey were compared with the definitive treatment option (i.e., real-world decision). RESULTS MRI modified surgical timing in a median of 41% of patients (interquartile range 38%-56%). In almost every fifth patient (17%), no surgery would have been indicated with CT alone. The advocated surgical approach was changed in almost half of patients (median 48%, interquartile range 33%-49%). Surgically addressed levels were changed in a median of 57% of patients (interquartile range 56%-60%). MRI led to higher agreement with the real-world decision concerning addressed levels (median 35% vs. 73%), timing (median 51% vs. 57%), and approach (median 44% vs. 65%). CONCLUSIONS Preoperative MRI influenced surgical decision making substantially in our cohort and has become a new standard for patients with cervical SCI in our institution if medically possible.
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Affiliation(s)
- Lukas Grassner
- Department of Neurosurgery, BG Trauma Center Murnau, Murnau, Germany; Center for Spinal Cord Injuries, BG Trauma Center Murnau, Murnau, Germany; Institute for Molecular Regenerative Medicine, Spinal Cord Injury and Tissue Regeneration Center Salzburg, Paracelsus Medical University, Salzburg, Austria; Department of Neurosurgery, Medical University Innsbruck, Innsbruck, Austria.
| | - Christof Wutte
- Center for Spinal Cord Injuries, BG Trauma Center Murnau, Murnau, Germany
| | - Georg Zimmermann
- Spinal Cord Injury and Tissue Regeneration Center Salzburg, Paracelsus Medical University, Salzburg, Austria; Department of Neurology, Christian Doppler Medical Center and Center for Cognitive Neuroscience, Paracelsus Medical University, Salzburg, Austria
| | - Andreas Grillhösl
- Department of Neuroradiology, BG Trauma Center Murnau, Murnau, Germany
| | - Katharina Schmid
- Department of Neurosurgery, BG Trauma Center Murnau, Murnau, Germany
| | - Thomas Weiβ
- Department of Spine Surgery, BG Trauma Center Murnau, Murnau, Germany
| | - Walter Maier
- Department of Neurosurgery, BG Trauma Center Murnau, Murnau, Germany
| | - Stefan Hauck
- Department of Spine Surgery, BG Trauma Center Murnau, Murnau, Germany
| | - Tobias Hollerith
- Department of Neurosurgery, BG Trauma Center Murnau, Murnau, Germany
| | - Matthias Vogel
- Center for Spinal Cord Injuries, BG Trauma Center Murnau, Murnau, Germany
| | | | - Jan Vastmans
- Center for Spinal Cord Injuries, BG Trauma Center Murnau, Murnau, Germany
| | - Claudius Thomé
- Department of Neurosurgery, Medical University Innsbruck, Innsbruck, Austria
| | - Oliver Gonschorek
- Department of Spine Surgery, BG Trauma Center Murnau, Murnau, Germany
| | - Martin Strowitzki
- Department of Neurosurgery, BG Trauma Center Murnau, Murnau, Germany
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Rao JS, Liu Z, Zhao C, Wei RH, Liu RX, Zhao W, Zhou X, Tian PY, Yang ZY, Li XG. Image correction for diffusion tensor imaging of Rhesus monkey thoracic spinal cord. J Med Primatol 2019; 48:320-328. [PMID: 31148186 DOI: 10.1111/jmp.12422] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2018] [Revised: 04/03/2019] [Accepted: 05/12/2019] [Indexed: 02/02/2023]
Abstract
BACKGROUND The relatively tiny spinal cord of non-human primate (NHP) causes increased challenge in diffusion tensor imaging (DTI) post-processing. This study aimed to establish a reliable correction strategy applied to clinical DTI images of NHP. METHODS Six normal and partial spinal cord injury (SCI) rhesus monkeys underwent 3T MR scanning. A correction strategy combining multiple iterations and non-rigid deformation was used for DTI image post-processing. Quantitative evaluations were then conducted to investigate effects of distortion correction. RESULTS After correction, longitudinal geometric distortion, global distortion, and residual distance errors were all significantly decreased (P < 0.05). Fractional anisotropy at the injured site was remarkably lower than that at the contralateral site (P = 0.0488) and was substantially lower than those at the adjacent superior (P = 0.0157) and inferior (P = 0.0128) areas at the same side. CONCLUSIONS Our image correction strategy can improve the quality of the DTI images of NHP thoracic cords, contributing to the development of SCI preclinical research.
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Affiliation(s)
- Jia-Sheng Rao
- Beijing Key Laboratory for Biomaterials and Neural Regeneration, Department of Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China.,Beijing International Cooperation Bases for Science and Technology on Biomaterials and Neural Regeneration, Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China
| | - Zuxiang Liu
- State Key Laboratory of Brain and Cognitive Science, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China.,Innovation Center of Excellence on Brain Science, Chinese Academy of Sciences, Beijing, China.,Department of Biology, College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Can Zhao
- Beijing International Cooperation Bases for Science and Technology on Biomaterials and Neural Regeneration, Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China.,Department of Measurement Control and Information Technology, School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, China
| | - Rui-Han Wei
- Beijing Key Laboratory for Biomaterials and Neural Regeneration, Department of Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China
| | - Ruo-Xi Liu
- Beijing Key Laboratory for Biomaterials and Neural Regeneration, Department of Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China
| | - Wen Zhao
- Department of Neurobiology, School of Basic Medical Sciences, Capital Medical University, Beijing, China
| | - Xia Zhou
- Beijing Key Laboratory for Biomaterials and Neural Regeneration, Department of Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China
| | - Peng-Yu Tian
- Beijing Key Laboratory for Biomaterials and Neural Regeneration, Department of Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China
| | - Zhao-Yang Yang
- Beijing International Cooperation Bases for Science and Technology on Biomaterials and Neural Regeneration, Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China.,Department of Neurobiology, School of Basic Medical Sciences, Capital Medical University, Beijing, China
| | - Xiao-Guang Li
- Beijing Key Laboratory for Biomaterials and Neural Regeneration, Department of Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China.,Beijing International Cooperation Bases for Science and Technology on Biomaterials and Neural Regeneration, Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China
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Predictive value of flexion and extension diffusion tensor imaging in the early stage of cervical myelopathy. Neuroradiology 2018; 60:1181-1191. [PMID: 30232516 DOI: 10.1007/s00234-018-2097-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2018] [Accepted: 09/06/2018] [Indexed: 12/13/2022]
Abstract
PURPOSE Diffusion tensor imaging (DTI) in flexion (F) and extension (E) may serve as a sensitive diagnostic tool in early symptoms of myelopathy. The aim of this study was to compare values of water diffusion parameters on dynamic cervical DTI in early stage of myelopathy. METHODS Study enrolled 10 patients with an early stage of cervical myelopathy, in grade I/II of Nurick classification. All subjects were scanned with flexion-extension 3T MRI. Fractional anisotropy (FA), apparent diffusion coefficient (ADC), RD (radial diffusivity), AD (axial diffusivity) and TRACEW (trace diffusion) were measured at C2, compression level (CL) and C7. Parameters were compared between 3 levels and F and E positions. RESULTS Flexion DTI revealed significant difference only for TRACEW between C2 and C7 (105.8 ± 18.9 vs. 83.7 ± 14, respectively; p = 0.0029). Extension DTI showed differences for ADC between CL and C7 (1378.9 ± 381.8 vs. 1227.2 ± 269.2; p = 0.001), reduced FA from 664.6 ± 56.3 at C2 down to 553.1 ± 75.5 (p = 0.001) at CL and 584.7 ± 40.7 at C7 (p = 0.002). Differences of RD in E were significant through all levels and reached 612.9 ± 105.1, 955.3 ± 319.4 and 802.1 ± 194.1 at C2, CL and C7, respectively. TRACEW lowered from 92.3 ± 14.4 at C2 to 66.9 ± 21.1 at CL (p = 0.0001) and 64.4 ± 15.5 at C7 (p = 0.0002). Comparison of DTI between F and E showed differences for all parameters except AD. RD was significantly higher in E at CL (p = 0.003) and C7 (0.013), but TRACEW increased in F at CL by 27.4% (p = 0.001) and at C7 by 23.1% (p = 0.013). FA was reduced at CL in E (p = 0.027) and similarly ADC in F (p = 0.048). CONCLUSION Dynamic DTI of the cervical spine is feasible and can detect subtle spinal cord damage of functional relevance in cervical myelopathy. A marked increase of RD and decrease of FA and TRACEW values in extension were found to be indicative for an early structural cord injury in myelopathy.
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Wang-Leandro A, Hobert MK, Kramer S, Rohn K, Stein VM, Tipold A. The role of diffusion tensor imaging as an objective tool for the assessment of motor function recovery after paraplegia in a naturally-occurring large animal model of spinal cord injury. J Transl Med 2018; 16:258. [PMID: 30223849 PMCID: PMC6142343 DOI: 10.1186/s12967-018-1630-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Accepted: 09/06/2018] [Indexed: 12/24/2022] Open
Abstract
Background Traumatic spinal cord injury (SCI) results in sensory and motor function impairment and may cause a substantial social and economic burden. For the implementation of novel treatment strategies, parallel development of objective tools evaluating spinal cord (SC) integrity during motor function recovery (MFR) is needed. Diffusion tensor imaging (DTI) enables in vivo microstructural assessment of SCI. Methods In the current study, temporal evolvement of DTI metrics during MFR were examined; therefore, values of fractional anisotropy (FA) and apparent diffusion coefficient (ADC) were measured in a population of 17 paraplegic dogs with naturally-occurring acute SCI showing MFR within 4 weeks after surgical decompression and compared to 6 control dogs. MRI scans were performed preoperatively and 12 weeks after MFR was observed. DTI metrics were obtained at the lesion epicentre and one SC segment cranially and caudally. Variance analyses were performed to compare values between evaluated localizations in affected dogs and controls and between time points. Correlations between DTI metrics and clinical scores at follow-up examinations were assessed. Results Before surgery, FA values at epicentres were higher than caudally (p = 0.0014) and control values (p = 0.0097); ADC values were lower in the epicentre compared to control values (p = 0.0035) and perilesional (p = 0.0448 cranially and p = 0.0433 caudally). In follow-up examinations, no significant differences could be found between DTI values from dogs showing MFR and control dogs. Lower ADC values at epicentres correlated with neurological deficits at follow-up examinations (r = − 0.705; p = 0.0023). Conclusions Findings suggest that a tendency to the return of DTI values to the physiological situation after surgical decompression accompanies MFR after SCI in paraplegic dogs. DTI may represent a useful and objective clinical tool for follow-up studies examining in vivo SC recovery in treatment studies. Electronic supplementary material The online version of this article (10.1186/s12967-018-1630-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Adriano Wang-Leandro
- Department of Small Animal Medicine and Surgery, University of Veterinary Medicine Hannover, Hannover, Lower Saxony, Germany. .,Centre of Systems Neuroscience, Hannover, Lower Saxony, Germany. .,Department of Diagnostics and Clinical Services, Clinic for Diagnostic Imaging, Vetsuisse Faculty, University of Zürich, Zurich, Switzerland.
| | - Marc K Hobert
- Department of Small Animal Medicine and Surgery, University of Veterinary Medicine Hannover, Hannover, Lower Saxony, Germany
| | - Sabine Kramer
- Department of Small Animal Medicine and Surgery, University of Veterinary Medicine Hannover, Hannover, Lower Saxony, Germany
| | - Karl Rohn
- Institute of Biometry, Epidemiology, and Information Processing, University of Veterinary Medicine Hannover, Hannover, Lower Saxony, Germany
| | - Veronika M Stein
- Department of Small Animal Medicine and Surgery, University of Veterinary Medicine Hannover, Hannover, Lower Saxony, Germany.,Division of Clinical Neurology, Department of Clinical Veterinary Sciences, Vetsuisse Faculty, University of Bern, Bern, Switzerland
| | - Andrea Tipold
- Department of Small Animal Medicine and Surgery, University of Veterinary Medicine Hannover, Hannover, Lower Saxony, Germany.,Centre of Systems Neuroscience, Hannover, Lower Saxony, Germany
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45
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Ibrahim HIA, Saleh A. Role of DTI in cases of cervical spondylosis presented with compression myelopathy: Could it explain the clinical radiological mismatch?! THE EGYPTIAN JOURNAL OF RADIOLOGY AND NUCLEAR MEDICINE 2018. [DOI: 10.1016/j.ejrnm.2017.12.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022] Open
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46
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Dong F, Wu Y, Song P, Qian Y, Wang Y, Xu L, Yin M, Zhang R, Tao H, Ge P, Liu C, Zhang H, Zhu J, Shen C, Yu Y. A preliminary study of 3.0-T magnetic resonance diffusion tensor imaging in cervical spondylotic myelopathy. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2018; 27:1839-1845. [DOI: 10.1007/s00586-018-5579-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Revised: 03/05/2018] [Accepted: 03/30/2018] [Indexed: 10/17/2022]
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47
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Effect of cardiac-related translational motion in diffusion MRI of the spinal cord. Magn Reson Imaging 2018; 50:119-124. [PMID: 29626518 DOI: 10.1016/j.mri.2018.04.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2017] [Revised: 03/30/2018] [Accepted: 04/03/2018] [Indexed: 11/22/2022]
Abstract
Cardiac-related spinal cord motion affects diffusion-weighted (DWI) signal. The goal of this study was to further quantify the specific detrimental effect of cord translational motion on the DWI signal in order to make better informed decisions about the cost-benefit of cardiac gating. We designed an MRI-compatible phantom mimicking the spinal cord translational motion. Cardiac-gated DWI data were acquired by varying the trigger delay and the b-values. Evaluation of the effect of motion on the DWI signal was done by computing the apparent diffusion coefficient (ADC) along (z-direction) and orthogonal (y- and x-directions) to the phantom. The computed ADCs of the phantom moving along Z were similar for the three orthogonal diffusion-encoding directions, with an average value of 1.65·10-9 , 1.66·10-9 and 1.65·10-9 m2/s along X, Y and Z respectively. DW phase images on the other hand showed the expected linear relationship with phantom velocity. Pure translational motion has minor effect on the diffusion-weighted magnitude signal. The sudden signal drop typically observed in in vivo spinal cord DWI is likely not caused by translational motion of the spinal cord, and possibly originates from non-rigid compression/stretching of the cord and/or from intra-voxel incoherent motion (IVIM).
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48
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Wang S, Hu Y, Shen Y, Li H. Classification of Diffusion Tensor Metrics for the Diagnosis of a Myelopathic Cord Using Machine Learning. Int J Neural Syst 2018; 28:1750036. [DOI: 10.1142/s0129065717500368] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2023]
Abstract
In this study, we propose an automated framework that combines diffusion tensor imaging (DTI) metrics with machine learning algorithms to accurately classify control groups and groups with cervical spondylotic myelopathy (CSM) in the spinal cord. The comparison between selected voxel-based classification and mean value-based classification were performed. A support vector machine (SVM) classifier using a selected voxel-based dataset produced an accuracy of 95.73%, sensitivity of 93.41% and specificity of 98.64%. The efficacy of each index of diffusion for classification was also evaluated. Using the proposed approach, myelopathic areas in CSM are detected to provide an accurate reference to assist spine surgeons in surgical planning in complicated cases.
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Affiliation(s)
- Shuqiang Wang
- Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, P. R. China
| | - Yong Hu
- Department of Orthopaedic Surgery, The University of Hong Kong, 12 Sandy Bay Road, Hong Kong, Duchess of Kent Children’s Hospital, Pokfulam, Hong Kong
| | - Yanyan Shen
- Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, P. R. China
| | - Hanxiong Li
- Department of Systems Engineering and Engineering Management, City University of Hong Kong, Kowloon, Hong Kong
- School of Mechanical and Electrical Engineering, Central South University, Changsha, P. R. China
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49
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Rao A, Soliman H, Kaushal M, Motovylyak O, Vedantam A, Budde MD, Schmit B, Wang M, Kurpad SN. Diffusion Tensor Imaging in a Large Longitudinal Series of Patients With Cervical Spondylotic Myelopathy Correlated With Long-Term Functional Outcome. Neurosurgery 2018. [DOI: 10.1093/neuros/nyx558] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
BACKGROUND
Fractional anisotropy (FA) of the high cervical cord correlates with upper limb function in acute cervical cord injury. We investigated the correlation between preoperative FA at the level of maximal compression and functional recovery in a group of patients after decompressive surgery for cervical spondylotic myelopathy (CSM).
OBJECTIVE
To determine the usefulness of FA as a biomarker for severity of CSM and as a prognostic biomarker for improvement after surgery.
METHODS
Patients received diffusion tensor imaging (DTI) scans preoperatively. FA values of the whole cord cross-section at the level of maximal compression and upper cervical cord (C1-2) were calculated. Functional status was measured using the modified Japanese Orthopedic Association (mJOA) scale preoperatively and at follow-up up to 2 yr. Regression analysis between FA and mJOA was performed. DTI at C4-7 was obtained in controls.
RESULTS
Forty-four CSM patients enrolled prior to decompression were compared with 24 controls. FA at the level of maximal compression correlated positively with preoperative mJOA score. Preoperative FA correlated inversely with recovery throughout the postoperative period. This was statistically significant at 12 mo postoperation and nearly so at 6 and 24 mo. Patients with preoperative FA <0.55 had a statistically significant difference in outcome compared to FA >0.55.
CONCLUSION
In the largest longitudinal study of this kind, FA promises a valid biomarker for severity of CSM and postoperative improvement. FA is an objective measure of function and could provide a basis for prognosis. FA is particularly useful if preoperative values are less than 0.55.
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Affiliation(s)
- Avinash Rao
- University of Wisconsin School of Medi-cine and Public Health, Madison, Wisconsin
| | - Hesham Soliman
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Mayank Kaushal
- Department of Biomedical Engineering, Marquette University, Milwaukee, Wisconsin
| | - Olesya Motovylyak
- Department of Biomedical Engineering, Marquette University, Milwaukee, Wisconsin
| | - Aditya Vedantam
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas
| | - Matthew D Budde
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Brian Schmit
- Department of Biomedical Engineering, Marquette University, Milwaukee, Wisconsin
| | - Marjorie Wang
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Shekar N Kurpad
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin
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50
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Dalkilic T, Fallah N, Noonan VK, Salimi Elizei S, Dong K, Belanger L, Ritchie L, Tsang A, Bourassa-Moreau E, Heran MK, Paquette SJ, Ailon T, Dea N, Street J, Fisher CG, Dvorak MF, Kwon BK. Predicting Injury Severity and Neurological Recovery after Acute Cervical Spinal Cord Injury: A Comparison of Cerebrospinal Fluid and Magnetic Resonance Imaging Biomarkers. J Neurotrauma 2018; 35:435-445. [DOI: 10.1089/neu.2017.5357] [Citation(s) in RCA: 65] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Affiliation(s)
- Turker Dalkilic
- Vancouver Spine Program, Vancouver General Hospital, Vancouver, British Columbia, Canada
| | - Nader Fallah
- Rick Hansen Institute, Blusson Spinal Cord Center, Vancouver, British Columbia, Canada
| | - Vanessa K. Noonan
- Rick Hansen Institute, Blusson Spinal Cord Center, Vancouver, British Columbia, Canada
| | - Sanam Salimi Elizei
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Blusson Spinal Cord Center, Vancouver, British Columbia, Canada
| | - Kevin Dong
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Blusson Spinal Cord Center, Vancouver, British Columbia, Canada
| | - Lise Belanger
- Vancouver Spine Program, Vancouver General Hospital, Vancouver, British Columbia, Canada
| | - Leanna Ritchie
- Vancouver Spine Program, Vancouver General Hospital, Vancouver, British Columbia, Canada
| | - Angela Tsang
- Vancouver Spine Program, Vancouver General Hospital, Vancouver, British Columbia, Canada
| | | | - Manraj K.S. Heran
- Diagnostic & Therapeutic Neuroradiology, Vancouver General Hospital, Vancouver, British Columbia, Canada
| | - Scott J. Paquette
- Vancouver Spine Surgery Institute, Division of Neurosurgery, Department of Surgery Orthopedics, University of British Columbia, Blusson Spinal Cord Center, Vancouver, British Columbia, Canada
| | - Tamir Ailon
- Vancouver Spine Surgery Institute, Division of Neurosurgery, Department of Surgery Orthopedics, University of British Columbia, Blusson Spinal Cord Center, Vancouver, British Columbia, Canada
| | - Nicolas Dea
- Vancouver Spine Surgery Institute, Division of Neurosurgery, Department of Surgery Orthopedics, University of British Columbia, Blusson Spinal Cord Center, Vancouver, British Columbia, Canada
| | - John Street
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Blusson Spinal Cord Center, Vancouver, British Columbia, Canada
- Vancouver Spine Surgery Institute, Department of Orthopedics, University of British Columbia, Blusson Spinal Cord Center, Vancouver, British Columbia, Canada
| | - Charles G. Fisher
- Vancouver Spine Surgery Institute, Department of Orthopedics, University of British Columbia, Blusson Spinal Cord Center, Vancouver, British Columbia, Canada
| | - Marcel F. Dvorak
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Blusson Spinal Cord Center, Vancouver, British Columbia, Canada
- Vancouver Spine Surgery Institute, Department of Orthopedics, University of British Columbia, Blusson Spinal Cord Center, Vancouver, British Columbia, Canada
| | - Brian K. Kwon
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Blusson Spinal Cord Center, Vancouver, British Columbia, Canada
- Vancouver Spine Surgery Institute, Department of Orthopedics, University of British Columbia, Blusson Spinal Cord Center, Vancouver, British Columbia, Canada
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