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Candadai AA, Liu F, Verma A, Adil MS, Alfarhan M, Fagan SC, Somanath PR, Narayanan SP. Neuroprotective Effects of Fingolimod in a Cellular Model of Optic Neuritis. Cells 2021; 10:cells10112938. [PMID: 34831161 PMCID: PMC8616192 DOI: 10.3390/cells10112938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 10/19/2021] [Accepted: 10/21/2021] [Indexed: 11/29/2022] Open
Abstract
Visual dysfunction resulting from optic neuritis (ON) is one of the most common clinical manifestations of multiple sclerosis (MS), characterized by loss of retinal ganglion cells, thinning of the nerve fiber layer, and inflammation to the optic nerve. Current treatments available for ON or MS are only partially effective, specifically target the inflammatory phase, and have limited effects on long-term disability. Fingolimod (FTY) is an FDA-approved immunomodulatory agent for MS therapy. The objective of the current study was to evaluate the neuroprotective properties of FTY in the cellular model of ON-associated neuronal damage. R28 retinal neuronal cell damage was induced through treatment with tumor necrosis factor-α (TNFα). In our cell viability analysis, FTY treatment showed significantly reduced TNFα-induced neuronal death. Treatment with FTY attenuated the TNFα-induced changes in cell survival and cell stress signaling molecules. Furthermore, immunofluorescence studies performed using various markers indicated that FTY treatment protects the R28 cells against the TNFα-induced neurodegenerative changes by suppressing reactive oxygen species generation and promoting the expression of neuronal markers. In conclusion, our study suggests neuroprotective effects of FTY in an in vitro model of optic neuritis.
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Affiliation(s)
- Amritha A. Candadai
- Clinical and Experimental Therapeutics Program, College of Pharmacy, University of Georgia, Augusta, GA 30912, USA; (A.A.C.); (F.L.); (A.V.); (M.S.A.); (M.A.); (S.C.F.); (P.R.S.)
- Charlie Norwood VA Medical Center, Augusta, GA 30912, USA
- Culver Vision Discovery Institute, Augusta University, Augusta, GA 30912, USA
| | - Fang Liu
- Clinical and Experimental Therapeutics Program, College of Pharmacy, University of Georgia, Augusta, GA 30912, USA; (A.A.C.); (F.L.); (A.V.); (M.S.A.); (M.A.); (S.C.F.); (P.R.S.)
- Charlie Norwood VA Medical Center, Augusta, GA 30912, USA
- Culver Vision Discovery Institute, Augusta University, Augusta, GA 30912, USA
| | - Arti Verma
- Clinical and Experimental Therapeutics Program, College of Pharmacy, University of Georgia, Augusta, GA 30912, USA; (A.A.C.); (F.L.); (A.V.); (M.S.A.); (M.A.); (S.C.F.); (P.R.S.)
- Charlie Norwood VA Medical Center, Augusta, GA 30912, USA
| | - Mir S. Adil
- Clinical and Experimental Therapeutics Program, College of Pharmacy, University of Georgia, Augusta, GA 30912, USA; (A.A.C.); (F.L.); (A.V.); (M.S.A.); (M.A.); (S.C.F.); (P.R.S.)
- Charlie Norwood VA Medical Center, Augusta, GA 30912, USA
| | - Moaddey Alfarhan
- Clinical and Experimental Therapeutics Program, College of Pharmacy, University of Georgia, Augusta, GA 30912, USA; (A.A.C.); (F.L.); (A.V.); (M.S.A.); (M.A.); (S.C.F.); (P.R.S.)
- Charlie Norwood VA Medical Center, Augusta, GA 30912, USA
- Culver Vision Discovery Institute, Augusta University, Augusta, GA 30912, USA
| | - Susan C. Fagan
- Clinical and Experimental Therapeutics Program, College of Pharmacy, University of Georgia, Augusta, GA 30912, USA; (A.A.C.); (F.L.); (A.V.); (M.S.A.); (M.A.); (S.C.F.); (P.R.S.)
- Charlie Norwood VA Medical Center, Augusta, GA 30912, USA
| | - Payaningal R. Somanath
- Clinical and Experimental Therapeutics Program, College of Pharmacy, University of Georgia, Augusta, GA 30912, USA; (A.A.C.); (F.L.); (A.V.); (M.S.A.); (M.A.); (S.C.F.); (P.R.S.)
- Charlie Norwood VA Medical Center, Augusta, GA 30912, USA
| | - S. Priya Narayanan
- Clinical and Experimental Therapeutics Program, College of Pharmacy, University of Georgia, Augusta, GA 30912, USA; (A.A.C.); (F.L.); (A.V.); (M.S.A.); (M.A.); (S.C.F.); (P.R.S.)
- Charlie Norwood VA Medical Center, Augusta, GA 30912, USA
- Culver Vision Discovery Institute, Augusta University, Augusta, GA 30912, USA
- Correspondence:
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Candadai AA, Liu F, Fouda AY, Alfarhan M, Palani CD, Xu Z, Caldwell RB, Narayanan SP. Deletion of arginase 2 attenuates neuroinflammation in an experimental model of optic neuritis. PLoS One 2021; 16:e0247901. [PMID: 33735314 PMCID: PMC7971528 DOI: 10.1371/journal.pone.0247901] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Accepted: 02/16/2021] [Indexed: 12/11/2022] Open
Abstract
Vision impairment due to optic neuritis (ON) is one of the major clinical presentations in Multiple Sclerosis (MS) and is characterized by inflammation and degeneration of the optic nerve and retina. Currently available treatments are only partially effective and have a limited impact on the neuroinflammatory pathology of the disease. A recent study from our laboratory highlighted the beneficial effect of arginase 2 (A2) deletion in suppressing retinal neurodegeneration and inflammation in an experimental model of MS. Utilizing the same model, the present study investigated the impact of A2 deficiency on MS-induced optic neuritis. Experimental autoimmune encephalomyelitis (EAE) was induced in wild-type (WT) and A2 knockout (A2-/-) mice. EAE-induced cellular infiltration, as well as activation of microglia and macrophages, were reduced in A2-/- optic nerves. Axonal degeneration and demyelination seen in EAE optic nerves were observed to be reduced with A2 deletion. Further, the lack of A2 significantly ameliorated astrogliosis induced by EAE. In conclusion, our findings demonstrate a critical involvement of arginase 2 in mediating neuroinflammation in optic neuritis and suggest the potential of A2 blockade as a targeted therapy for MS-induced optic neuritis.
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Affiliation(s)
- Amritha A. Candadai
- Clinical and Experimental Therapeutics, College of Pharmacy, University of Georgia, Augusta, GA, United States of America
- Culver Vision Discovery Institute, Augusta University, Augusta, GA, United States of America
- Charlie Norwood VA Medical Center, Augusta, GA, United States of America
| | - Fang Liu
- Clinical and Experimental Therapeutics, College of Pharmacy, University of Georgia, Augusta, GA, United States of America
- Culver Vision Discovery Institute, Augusta University, Augusta, GA, United States of America
- Charlie Norwood VA Medical Center, Augusta, GA, United States of America
- Vascular Biology Center, Augusta University, Augusta, GA, United States of America
| | - Abdelrahman Y. Fouda
- Culver Vision Discovery Institute, Augusta University, Augusta, GA, United States of America
- Charlie Norwood VA Medical Center, Augusta, GA, United States of America
- Vascular Biology Center, Augusta University, Augusta, GA, United States of America
| | - Moaddey Alfarhan
- Clinical and Experimental Therapeutics, College of Pharmacy, University of Georgia, Augusta, GA, United States of America
- Culver Vision Discovery Institute, Augusta University, Augusta, GA, United States of America
- Charlie Norwood VA Medical Center, Augusta, GA, United States of America
| | - Chithra D. Palani
- Clinical and Experimental Therapeutics, College of Pharmacy, University of Georgia, Augusta, GA, United States of America
- Culver Vision Discovery Institute, Augusta University, Augusta, GA, United States of America
- Vascular Biology Center, Augusta University, Augusta, GA, United States of America
| | - Zhimin Xu
- Culver Vision Discovery Institute, Augusta University, Augusta, GA, United States of America
- Vascular Biology Center, Augusta University, Augusta, GA, United States of America
| | - Ruth B. Caldwell
- Culver Vision Discovery Institute, Augusta University, Augusta, GA, United States of America
- Vascular Biology Center, Augusta University, Augusta, GA, United States of America
- Department of Cellular Biology and Anatomy, Augusta University, Augusta, GA, United States of America
| | - S. Priya Narayanan
- Clinical and Experimental Therapeutics, College of Pharmacy, University of Georgia, Augusta, GA, United States of America
- Culver Vision Discovery Institute, Augusta University, Augusta, GA, United States of America
- Charlie Norwood VA Medical Center, Augusta, GA, United States of America
- Vascular Biology Center, Augusta University, Augusta, GA, United States of America
- Department of Cellular Biology and Anatomy, Augusta University, Augusta, GA, United States of America
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Marzban M, Mousavizadeh K, Bakhshayesh M, Vousooghi N, Vakilzadeh G, Torkaman-Boutorabi A. Effect of Multiple Intraperitoneal Injections of Human Bone Marrow Mesenchymal Stem Cells on Cuprizone Model of Multiple Sclerosis. IRANIAN BIOMEDICAL JOURNAL 2018; 22:312-21. [PMID: 29409311 PMCID: PMC6058183 DOI: 10.29252/ibj.22.5.312] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Background: Bone marrow mesenchymal stem cells (BM-MSCs) elicit neuroprotective effects, and their repair ability has been investigated in different experimental models. We aimed to investigate the effect of multiple i.p. BM-MSCs injections in the cuprizone model of multiple sclerosis in mice. Methods: Adult male C57BL/6 mice (n = 40) were fed a regular diet or a diet containing cuprizone (0.2% w/w) for six weeks. Bone marrow samples were taken from patients with spinal cord injury. BM-MSCs (2 × 106 in 1 milliliter medium) were administered intraperitoneally for two consecutive weeks at the end of the forth weeks of cuprizone administration. Animals (n = 12) were perfused with 10% paraformaldehyde at the end of sixth week. The brains were sectioned coronally in 6-8-μm thickness (-2.3 to 1.8 mm from bregma). The sections were stained by luxol fast blue-cresyl violet, and images were captured via a microscope. Demyelination ratio was estimated in corpus callosum in a blind manner. A quantitative real-time PCR was used to measure the myelin basic protein gene expression at sixth week. Results: Histologically, cuprizone induced demyelination in the corpus callosum. Demyelinated area was diminished in the corpus callosum of cell-administered group. Cuprizone could decrease myelin-binding protein mRNAs expression in corpus callosum, which was significantly recovered after BM-MSCs injections. Conclusion: Our data indicated a remyelination potency of multiple i.p. BM-MSCs in the cuprizone model of multiple sclerosis in mice.
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Affiliation(s)
- Mohsen Marzban
- Department of Neuroscience, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Kazem Mousavizadeh
- Cellular and Molecular Research Center and Department of Molecular Medicine, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Masoomeh Bakhshayesh
- Cellular and Molecular Research Center and Department of Molecular Medicine, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Nasim Vousooghi
- Department of Neuroscience, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran, Iran.,Research Center for Cognitive and Behavioral Sciences, Tehran University of Medical Sciences, Tehran, Iran
| | - Gelareh Vakilzadeh
- Department of Neuroscience, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Anahita Torkaman-Boutorabi
- Department of Neuroscience, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran, Iran.,Research Center for Cognitive and Behavioral Sciences, Tehran University of Medical Sciences, Tehran, Iran
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Zhang Y, Li X, Ciric B, Ma CG, Gran B, Rostami A, Zhang GX. Effect of Fingolimod on Neural Stem Cells: A Novel Mechanism and Broadened Application for Neural Repair. Mol Ther 2016; 25:401-415. [PMID: 28153091 DOI: 10.1016/j.ymthe.2016.12.008] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2016] [Revised: 11/30/2016] [Accepted: 12/02/2016] [Indexed: 12/21/2022] Open
Abstract
Inflammatory demyelination and axonal damage of the CNS are hallmarks of multiple sclerosis (MS) and its animal model, experimental autoimmune encephalomyelitis (EAE). Fingolimod (FTY720), the first FDA-approved oral medication for MS, suppresses acute disease but is less effective at the chronic stage, and whether it has a direct effect on neuroregeneration in MS and EAE remains unclear. Here we show that FTY720, at nanomolar concentrations, effectively protected survival of neural stem cells (NSCs) and enhanced their development into mature oligodendrocytes (OLGs) in vitro, primarily through the S1P3 and S1P5 receptors. In vivo, treatment with either FTY720 or NSCs alone had no effect on the secondary progressive stage of remitting-relapsing EAE, but a combination therapy with FTY720 and NSCs promoted significant recovery, including ameliorated clinical signs and CNS inflammatory demyelination, enhanced MBP synthesis and remyelination, inhibited axonal degeneration, and reduced astrogliosis. Moreover, FTY720 significantly improved incorporation and survival of transplanted NSCs in the CNS and drove their differentiation into more OLGs but fewer astrocytes, thus promoting remyelination and CNS repair processes in situ. Our data demonstrate a novel effect of FTY720 on NSC differentiation and remyelination, broadening its possible application to NSC-based therapy in the secondary progressive stage of MS.
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MESH Headings
- Animals
- Cell Differentiation/drug effects
- Disease Models, Animal
- Encephalomyelitis, Autoimmune, Experimental/etiology
- Encephalomyelitis, Autoimmune, Experimental/metabolism
- Encephalomyelitis, Autoimmune, Experimental/pathology
- Encephalomyelitis, Autoimmune, Experimental/therapy
- Extracellular Signal-Regulated MAP Kinases/metabolism
- Fingolimod Hydrochloride/pharmacology
- Humans
- Mice
- Multiple Sclerosis
- Myelin Sheath/drug effects
- Myelin Sheath/metabolism
- Nerve Regeneration
- Neural Stem Cells/cytology
- Neural Stem Cells/drug effects
- Neural Stem Cells/metabolism
- Oligodendroglia/cytology
- Oligodendroglia/drug effects
- Oligodendroglia/metabolism
- Receptors, Lysosphingolipid/metabolism
- Signal Transduction
- Stem Cell Transplantation
- Treatment Outcome
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Affiliation(s)
- Yuan Zhang
- Department of Neurology, Thomas Jefferson University, Philadelphia, PA 19107, USA; Key Laboratory of the Ministry of Education for Medicinal Resources and Natural Pharmaceutical Chemistry, College of Life Sciences, Shaanxi Normal University, Xi'an 710119, China
| | - Xing Li
- Department of Neurology, Thomas Jefferson University, Philadelphia, PA 19107, USA; Key Laboratory of the Ministry of Education for Medicinal Resources and Natural Pharmaceutical Chemistry, College of Life Sciences, Shaanxi Normal University, Xi'an 710119, China
| | - Bogoljub Ciric
- Department of Neurology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Cun-Gen Ma
- Institute of Brain Science, Department of Neurology, Shanxi Datong University Medical School, Datong 037009, China
| | - Bruno Gran
- Clinical Neurology Research Group, Division of Clinical Neuroscience, University of Nottingham School of Medicine, Nottingham NG7 2RD, UK
| | - Abdolmohamad Rostami
- Department of Neurology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Guang-Xian Zhang
- Department of Neurology, Thomas Jefferson University, Philadelphia, PA 19107, USA.
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Granberg T, Uppman M, Hashim F, Cananau C, Nordin LE, Shams S, Berglund J, Forslin Y, Aspelin P, Fredrikson S, Kristoffersen-Wiberg M. Clinical Feasibility of Synthetic MRI in Multiple Sclerosis: A Diagnostic and Volumetric Validation Study. AJNR Am J Neuroradiol 2016; 37:1023-9. [PMID: 26797137 DOI: 10.3174/ajnr.a4665] [Citation(s) in RCA: 100] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2015] [Accepted: 11/24/2015] [Indexed: 12/15/2022]
Abstract
BACKGROUND AND PURPOSE Quantitative MR imaging techniques are gaining interest as methods of reducing acquisition times while additionally providing robust measurements. This study aimed to implement a synthetic MR imaging method on a new scanner type and to compare its diagnostic accuracy and volumetry with conventional MR imaging in patients with MS and controls. MATERIALS AND METHODS Twenty patients with MS and 20 healthy controls were enrolled after ethics approval and written informed consent. Synthetic MR imaging was implemented on a Siemens 3T scanner. Comparable conventional and synthetic proton-density-, T1-, and T2-weighted, and FLAIR images were acquired. Diagnostic accuracy, lesion detection, and artifacts were assessed by blinded neuroradiologic evaluation, and contrast-to-noise ratios, by manual tracing. Volumetry was performed with synthetic MR imaging, FreeSurfer, FMRIB Software Library, and Statistical Parametric Mapping. Repeatability was quantified by using the coefficient of variance. RESULTS Synthetic proton-density-, T1-, and T2-weighted images were of sufficient or good quality and were acquired in 7% less time than with conventional MR imaging. Synthetic FLAIR images were degraded by artifacts. Lesion counts and volumes were higher in synthetic MR imaging due to differences in the contrast of dirty-appearing WM but did not affect the radiologic diagnostic classification or lesion topography (P = .50-.77). Synthetic MR imaging provided segmentations with the shortest processing time (16 seconds) and the lowest repeatability error for brain volume (0.14%), intracranial volume (0.12%), brain parenchymal fraction (0.14%), and GM fraction (0.56%). CONCLUSIONS Synthetic MR imaging can be an alternative to conventional MR imaging for generating diagnostic proton-density-, T1-, and T2-weighted images in patients with MS and controls while additionally delivering fast and robust volumetric measurements suitable for MS studies.
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Affiliation(s)
- T Granberg
- From the Departments of Clinical Science, Intervention and Technology (T.G., M.U., F.H., L.E.N., S.S., J.B., Y.F., P.A., M.K.-W.) Departments of Radiology (T.G., F.H., C.C., S.S., Y.F., P.A., M.K.-W)
| | - M Uppman
- From the Departments of Clinical Science, Intervention and Technology (T.G., M.U., F.H., L.E.N., S.S., J.B., Y.F., P.A., M.K.-W.) Diagnostic Medical Physics (M.U., L.E.N., J.B.)
| | - F Hashim
- From the Departments of Clinical Science, Intervention and Technology (T.G., M.U., F.H., L.E.N., S.S., J.B., Y.F., P.A., M.K.-W.) Departments of Radiology (T.G., F.H., C.C., S.S., Y.F., P.A., M.K.-W)
| | - C Cananau
- Departments of Radiology (T.G., F.H., C.C., S.S., Y.F., P.A., M.K.-W)
| | - L E Nordin
- From the Departments of Clinical Science, Intervention and Technology (T.G., M.U., F.H., L.E.N., S.S., J.B., Y.F., P.A., M.K.-W.) Diagnostic Medical Physics (M.U., L.E.N., J.B.)
| | - S Shams
- From the Departments of Clinical Science, Intervention and Technology (T.G., M.U., F.H., L.E.N., S.S., J.B., Y.F., P.A., M.K.-W.) Departments of Radiology (T.G., F.H., C.C., S.S., Y.F., P.A., M.K.-W)
| | - J Berglund
- From the Departments of Clinical Science, Intervention and Technology (T.G., M.U., F.H., L.E.N., S.S., J.B., Y.F., P.A., M.K.-W.) Diagnostic Medical Physics (M.U., L.E.N., J.B.)
| | - Y Forslin
- From the Departments of Clinical Science, Intervention and Technology (T.G., M.U., F.H., L.E.N., S.S., J.B., Y.F., P.A., M.K.-W.) Departments of Radiology (T.G., F.H., C.C., S.S., Y.F., P.A., M.K.-W)
| | - P Aspelin
- From the Departments of Clinical Science, Intervention and Technology (T.G., M.U., F.H., L.E.N., S.S., J.B., Y.F., P.A., M.K.-W.) Departments of Radiology (T.G., F.H., C.C., S.S., Y.F., P.A., M.K.-W)
| | - S Fredrikson
- Clinical Neuroscience (S.F.), Karolinska Institutet, Stockholm, Sweden Neurology (S.F.), Karolinska University Hospital, Stockholm, Sweden
| | - M Kristoffersen-Wiberg
- From the Departments of Clinical Science, Intervention and Technology (T.G., M.U., F.H., L.E.N., S.S., J.B., Y.F., P.A., M.K.-W.) Departments of Radiology (T.G., F.H., C.C., S.S., Y.F., P.A., M.K.-W)
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Farias AS, Santos LMB. How can proteomics elucidate the complexity of multiple sclerosis? Proteomics Clin Appl 2015; 9:844-7. [DOI: 10.1002/prca.201400171] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2014] [Revised: 04/28/2015] [Accepted: 05/11/2015] [Indexed: 11/08/2022]
Affiliation(s)
- Alessandro S. Farias
- Neuroimmunomodulation Group and Neuroimmunology Unit; Department of Genetics; Evolution and Bioagents, University of Campinas; Campinas São Paulo Brazil
| | - Leonilda M. B. Santos
- Neuroimmunomodulation Group and Neuroimmunology Unit; Department of Genetics; Evolution and Bioagents, University of Campinas; Campinas São Paulo Brazil
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Mohammadi S, Tabelow K, Ruthotto L, Feiweier T, Polzehl J, Weiskopf N. High-resolution diffusion kurtosis imaging at 3T enabled by advanced post-processing. Front Neurosci 2015; 8:427. [PMID: 25620906 PMCID: PMC4285740 DOI: 10.3389/fnins.2014.00427] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2014] [Accepted: 12/05/2014] [Indexed: 12/13/2022] Open
Abstract
Diffusion Kurtosis Imaging (DKI) is more sensitive to microstructural differences and can be related to more specific micro-scale metrics (e.g., intra-axonal volume fraction) than diffusion tensor imaging (DTI), offering exceptional potential for clinical diagnosis and research into the white and gray matter. Currently DKI is acquired only at low spatial resolution (2–3 mm isotropic), because of the lower signal-to-noise ratio (SNR) and higher artifact level associated with the technically more demanding DKI. Higher spatial resolution of about 1 mm is required for the characterization of fine white matter pathways or cortical microstructure. We used restricted-field-of-view (rFoV) imaging in combination with advanced post-processing methods to enable unprecedented high-quality, high-resolution DKI (1.2 mm isotropic) on a clinical 3T scanner. Post-processing was advanced by developing a novel method for Retrospective Eddy current and Motion ArtifacT Correction in High-resolution, multi-shell diffusion data (REMATCH). Furthermore, we applied a powerful edge preserving denoising method, denoted as multi-shell orientation-position-adaptive smoothing (msPOAS). We demonstrated the feasibility of high-quality, high-resolution DKI and its potential for delineating highly myelinated fiber pathways in the motor cortex. REMATCH performs robustly even at the low SNR level of high-resolution DKI, where standard EC and motion correction failed (i.e., produced incorrectly aligned images) and thus biased the diffusion model fit. We showed that the combination of REMATCH and msPOAS increased the contrast between gray and white matter in mean kurtosis (MK) maps by about 35% and at the same time preserves the original distribution of MK values, whereas standard Gaussian smoothing strongly biases the distribution.
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Affiliation(s)
- Siawoosh Mohammadi
- Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London London, UK ; Department of Systems Neuroscience, University Medical Center Hamburg-Eppendorf Hamburg, Germany
| | - Karsten Tabelow
- Stochastic Algorithms and Nonparametric Statistics, Weierstrass Institute for Applied Analysis and Stochastics Berlin, Germany
| | - Lars Ruthotto
- Department of Earth, Ocean and Atmospheric Sciences, The University of British Columbia Vancouver, BC, Canada
| | | | - Jörg Polzehl
- Stochastic Algorithms and Nonparametric Statistics, Weierstrass Institute for Applied Analysis and Stochastics Berlin, Germany
| | - Nikolaus Weiskopf
- Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London London, UK
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