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Clarke L, Arnett S, Bukhari W, Khalilidehkordi E, Jimenez Sanchez S, O'Gorman C, Sun J, Prain KM, Woodhall M, Silvestrini R, Bundell CS, Abernethy DA, Bhuta S, Blum S, Boggild M, Boundy K, Brew BJ, Brownlee W, Butzkueven H, Carroll WM, Chen C, Coulthard A, Dale RC, Das C, Fabis-Pedrini MJ, Gillis D, Hawke S, Heard R, Henderson APD, Heshmat S, Hodgkinson S, Kilpatrick TJ, King J, Kneebone C, Kornberg AJ, Lechner-Scott J, Lin MW, Lynch C, Macdonell RAL, Mason DF, McCombe PA, Pereira J, Pollard JD, Ramanathan S, Reddel SW, Shaw CP, Spies JM, Stankovich J, Sutton I, Vucic S, Walsh M, Wong RC, Yiu EM, Barnett MH, Kermode AGK, Marriott MP, Parratt JDE, Slee M, Taylor BV, Willoughby E, Brilot F, Vincent A, Waters P, Broadley SA. MRI Patterns Distinguish AQP4 Antibody Positive Neuromyelitis Optica Spectrum Disorder From Multiple Sclerosis. Front Neurol 2021; 12:722237. [PMID: 34566866 PMCID: PMC8458658 DOI: 10.3389/fneur.2021.722237] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Accepted: 08/10/2021] [Indexed: 01/01/2023] Open
Abstract
Neuromyelitis optica spectrum disorder (NMOSD) and multiple sclerosis (MS) are inflammatory diseases of the CNS. Overlap in the clinical and MRI features of NMOSD and MS means that distinguishing these conditions can be difficult. With the aim of evaluating the diagnostic utility of MRI features in distinguishing NMOSD from MS, we have conducted a cross-sectional analysis of imaging data and developed predictive models to distinguish the two conditions. NMOSD and MS MRI lesions were identified and defined through a literature search. Aquaporin-4 (AQP4) antibody positive NMOSD cases and age- and sex-matched MS cases were collected. MRI of orbits, brain and spine were reported by at least two blinded reviewers. MRI brain or spine was available for 166/168 (99%) of cases. Longitudinally extensive (OR = 203), "bright spotty" (OR = 93.8), whole (axial; OR = 57.8) or gadolinium (Gd) enhancing (OR = 28.6) spinal cord lesions, bilateral (OR = 31.3) or Gd-enhancing (OR = 15.4) optic nerve lesions, and nucleus tractus solitarius (OR = 19.2), periaqueductal (OR = 16.8) or hypothalamic (OR = 7.2) brain lesions were associated with NMOSD. Ovoid (OR = 0.029), Dawson's fingers (OR = 0.031), pyramidal corpus callosum (OR = 0.058), periventricular (OR = 0.136), temporal lobe (OR = 0.137) and T1 black holes (OR = 0.154) brain lesions were associated with MS. A score-based algorithm and a decision tree determined by machine learning accurately predicted more than 85% of both diagnoses using first available imaging alone. We have confirmed NMOSD and MS specific MRI features and combined these in predictive models that can accurately identify more than 85% of cases as either AQP4 seropositive NMOSD or MS.
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Affiliation(s)
- Laura Clarke
- Menzies Health Institute Queensland, Gold Coast, Griffith University, Southport, QLD, Australia
| | - Simon Arnett
- Menzies Health Institute Queensland, Gold Coast, Griffith University, Southport, QLD, Australia
| | - Wajih Bukhari
- Menzies Health Institute Queensland, Gold Coast, Griffith University, Southport, QLD, Australia
| | - Elham Khalilidehkordi
- Menzies Health Institute Queensland, Gold Coast, Griffith University, Southport, QLD, Australia
| | - Sofia Jimenez Sanchez
- Menzies Health Institute Queensland, Gold Coast, Griffith University, Southport, QLD, Australia
| | - Cullen O'Gorman
- Menzies Health Institute Queensland, Gold Coast, Griffith University, Southport, QLD, Australia
| | - Jing Sun
- Menzies Health Institute Queensland, Gold Coast, Griffith University, Southport, QLD, Australia
| | - Kerri M Prain
- Department of Immunology, Pathology Queensland, Royal Brisbane and Women's Hospital, Herston, QLD, Australia
| | - Mark Woodhall
- Nuffield Department of Clinical Neurosciences, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom
| | - Roger Silvestrini
- Department of Immunopathology, Westmead Hospital, Westmead, NSW, Australia
| | - Christine S Bundell
- School of Pathology and Laboratory Medicine, University of Western Australia, Nedlands, WA, Australia
| | | | - Sandeep Bhuta
- Menzies Health Institute Queensland, Gold Coast, Griffith University, Southport, QLD, Australia
| | - Stefan Blum
- Department of Neurology, Princess Alexandra Hospital, Woolloongabba, QLD, Australia
| | - Mike Boggild
- Department of Neurology, Townsville Hospital, Douglas, QLD, Australia
| | - Karyn Boundy
- Department of Neurology, College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia
| | - Bruce J Brew
- Centre for Applied Medical Research, St. Vincent's Hospital, University of New South Wales, Darlinghurst, NSW, Australia
| | - Wallace Brownlee
- Department of Neurology, Auckland City Hospital, Grafton, New Zealand
| | - Helmut Butzkueven
- Melbourne Brain Centre, Royal Melbourne Hospital, University of Melbourne, Parkville, VIC, Australia
| | - William M Carroll
- Centre for Neuromuscular and Neurological Disorders, Queen Elizabeth II Medical Centre, Perron Institute for Neurological and Translational Science, University of Western Australia, Nedlands, WA, Australia
| | - Cella Chen
- Department of Ophthalmology, Flinders Medical Centre, Flinders University, Bedford Park, SA, Australia
| | - Alan Coulthard
- School of Medicine, Royal Brisbane and Women's Hospital, University of Queensland, Herston, QLD, Australia
| | - Russell C Dale
- Brain and Mind Centre, University of Sydney, Camperdown, NSW, Australia
| | - Chandi Das
- Department of Neurology, Canberra Hospital, Garran, ACT, Australia
| | - Marzena J Fabis-Pedrini
- Centre for Neuromuscular and Neurological Disorders, Queen Elizabeth II Medical Centre, Perron Institute for Neurological and Translational Science, University of Western Australia, Nedlands, WA, Australia
| | - David Gillis
- School of Medicine, Royal Brisbane and Women's Hospital, University of Queensland, Herston, QLD, Australia
| | - Simon Hawke
- Sydney Medical School, Royal Prince Alfred Hospital, University of Sydney, Camperdown, NSW, Australia
| | - Robert Heard
- Brain and Mind Centre, University of Sydney, Camperdown, NSW, Australia
| | | | - Saman Heshmat
- Menzies Health Institute Queensland, Gold Coast, Griffith University, Southport, QLD, Australia
| | - Suzanne Hodgkinson
- South Western Sydney Medical School, Liverpool Hospital, University of New South Wales, Liverpool, NSW, Australia
| | - Trevor J Kilpatrick
- Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, VIC, Australia
| | - John King
- Department of Neurology, Royal Melbourne Hospital, Parkville, VIC, Australia
| | | | - Andrew J Kornberg
- School of Paediatrics, Royal Children's Hospital, University of Melbourne, Parkville, VIC, Australia
| | - Jeannette Lechner-Scott
- Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW, Australia
| | - Ming-Wei Lin
- Sydney Medical School, Royal Prince Alfred Hospital, University of Sydney, Camperdown, NSW, Australia
| | | | | | - Deborah F Mason
- Department of Neurology, Christchurch Hospital, Christchurch, New Zealand
| | - Pamela A McCombe
- Centre for Clinical Research, Royal Brisbane and Women's Hospital, University of Queensland, Herston, QLD, Australia
| | - Jennifer Pereira
- School of Medicine, University of Auckland, Grafton, New Zealand
| | - John D Pollard
- Sydney Medical School, Royal Prince Alfred Hospital, University of Sydney, Camperdown, NSW, Australia
| | - Sudarshini Ramanathan
- Neuroimmunology Group, Kids Neurosciences Centre, Children's Hospital at Westmead, University of Sydney, Westmead, NSW, Australia.,Department of Neurology, Concord Repatriation General Hospital, Concord, NSW, Australia
| | - Stephen W Reddel
- Brain and Mind Centre, University of Sydney, Camperdown, NSW, Australia
| | - Cameron P Shaw
- School of Medicine, Deakin University, Waurn Ponds, VIC, Australia
| | - Judith M Spies
- Sydney Medical School, Royal Prince Alfred Hospital, University of Sydney, Camperdown, NSW, Australia
| | - James Stankovich
- Menzies Research Institute, University of Tasmania, Hobart, TAS, Australia
| | - Ian Sutton
- Department of Neurology, St. Vincent's Hospital, Darlinghurst, NSW, Australia
| | - Steve Vucic
- Department of Neurology, Westmead Hospital, Westmead, NSW, Australia
| | - Michael Walsh
- Department of Neurology, Princess Alexandra Hospital, Woolloongabba, QLD, Australia
| | - Richard C Wong
- School of Medicine, Royal Brisbane and Women's Hospital, University of Queensland, Herston, QLD, Australia
| | - Eppie M Yiu
- School of Paediatrics, Royal Children's Hospital, University of Melbourne, Parkville, VIC, Australia
| | - Michael H Barnett
- Brain and Mind Centre, University of Sydney, Camperdown, NSW, Australia
| | - Allan G K Kermode
- Centre for Neuromuscular and Neurological Disorders, Queen Elizabeth II Medical Centre, Perron Institute for Neurological and Translational Science, University of Western Australia, Nedlands, WA, Australia
| | - Mark P Marriott
- Melbourne Brain Centre, Royal Melbourne Hospital, University of Melbourne, Parkville, VIC, Australia
| | - John D E Parratt
- Sydney Medical School, Royal Prince Alfred Hospital, University of Sydney, Camperdown, NSW, Australia
| | - Mark Slee
- Department of Neurology, College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia
| | - Bruce V Taylor
- Menzies Research Institute, University of Tasmania, Hobart, TAS, Australia
| | - Ernest Willoughby
- Department of Neurology, Auckland City Hospital, Grafton, New Zealand
| | - Fabienne Brilot
- Brain and Mind Centre, University of Sydney, Camperdown, NSW, Australia.,Neuroimmunology Group, Kids Neurosciences Centre, Children's Hospital at Westmead, University of Sydney, Westmead, NSW, Australia
| | - Angela Vincent
- Nuffield Department of Clinical Neurosciences, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom
| | - Patrick Waters
- Nuffield Department of Clinical Neurosciences, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom
| | - Simon A Broadley
- Menzies Health Institute Queensland, Gold Coast, Griffith University, Southport, QLD, Australia.,Department of Neurology, Gold Coast University Hospital, Southport, QLD, Australia
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Lin TY, Chien C, Lu A, Paul F, Zimmermann HG. Retinal optical coherence tomography and magnetic resonance imaging in neuromyelitis optica spectrum disorders and MOG-antibody associated disorders: an updated review. Expert Rev Neurother 2021; 21:1101-1123. [PMID: 34551653 DOI: 10.1080/14737175.2021.1982697] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
INTRODUCTION Neuromyelitis optica spectrum disorders (NMOSD) and myelin oligodendrocyte glycoprotein IgG antibody-associated disorders (MOGAD) comprise two groups of rare neuroinflammatory diseases that cause attack-related damage to the central nervous system (CNS). Clinical attacks are often characterized by optic neuritis, transverse myelitis, and to a lesser extent, brainstem encephalitis/area postrema syndrome. Retinal optical coherence tomography (OCT) is a non-invasive technique that allows for in vivo thickness quantification of the retinal layers. Apart from OCT, magnetic resonance imaging (MRI) plays an increasingly important role in NMOSD and MOGAD diagnosis based on the current international diagnostic criteria. Retinal OCT and brain/spinal cord/optic nerve MRI can help to distinguish NMOSD and MOGAD from other neuroinflammatory diseases, particularly from multiple sclerosis, and to monitor disease-associated CNS-damage. AREAS COVERED This article summarizes the current status of imaging research in NMOSD and MOGAD, and reviews the clinical relevance of OCT, MRI and other relevant imaging techniques for differential diagnosis, screening and monitoring of the disease course. EXPERT OPINION Retinal OCT and MRI can visualize and quantify CNS damage in vivo, improving our understanding of NMOSD and MOGAD pathology. Further efforts on the standardization of these imaging techniques are essential for implementation into clinical practice and as outcome parameters in clinical trials.
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Affiliation(s)
- Ting-Yi Lin
- Experimental and Clinical Research Center, Max-Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.,NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, Corporate Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Claudia Chien
- Experimental and Clinical Research Center, Max-Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.,NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, Corporate Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.,Department of Psychiatry and Psychotherapy, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Angelo Lu
- Experimental and Clinical Research Center, Max-Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.,NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, Corporate Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Friedemann Paul
- Experimental and Clinical Research Center, Max-Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.,NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, Corporate Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.,Department of Neurology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Hanna G Zimmermann
- Experimental and Clinical Research Center, Max-Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.,NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, Corporate Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
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Clarke L, Arnett S, Lilley K, Liao J, Bhuta S, Broadley SA. Magnetic resonance imaging in neuromyelitis optica spectrum disorder. Clin Exp Immunol 2021; 206:251-265. [PMID: 34080180 DOI: 10.1111/cei.13630] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Revised: 05/19/2021] [Accepted: 05/20/2021] [Indexed: 12/30/2022] Open
Abstract
Neuromyelitis optica spectrum disorder (NMOSD) is an inflammatory disease of the central nervous system (CNS) associated with antibodies to aquaporin-4 (AQP4), which has distinct clinical, radiological and pathological features, but also has some overlap with multiple sclerosis and myelin oligodendrocyte glycoprotein (MOG) antibody associated disease. Early recognition of NMOSD is important because of differing responses to both acute and preventive therapy. Magnetic resonance (MR) imaging has proved essential in this process. Key MR imaging clues to the diagnosis of NMOSD are longitudinally extensive lesions of the optic nerve (more than half the length) and spinal cord (three or more vertebral segments), bilateral optic nerve lesions and lesions of the optic chiasm, area postrema, floor of the IV ventricle, periaqueductal grey matter, hypothalamus and walls of the III ventricle. Other NMOSD-specific lesions are denoted by their unique morphology: heterogeneous lesions of the corpus callosum, 'cloud-like' gadolinium (Gd)-enhancing white matter lesions and 'bright spotty' lesions of the spinal cord. Other lesions described in NMOSD, including linear periventricular peri-ependymal lesions and patch subcortical white matter lesions, may be less specific. The use of advanced MR imaging techniques is yielding further useful information regarding focal degeneration of the thalamus and optic radiation in NMOSD and suggests that paramagnetic rim patterns and changes in normal appearing white matter are specific to MS. MR imaging is crucial in the early recognition of NMOSD and in directing testing for AQP4 antibodies and guiding immediate acute treatment decisions. Increasingly, MR imaging is playing a role in diagnosing seronegative cases of NMOSD.
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Affiliation(s)
- Laura Clarke
- Menzies Health Institute Queensland, Gold Coast Campus, Griffith University, Nathan, QLD, Australia.,Department of Neurology, Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Simon Arnett
- Menzies Health Institute Queensland, Gold Coast Campus, Griffith University, Nathan, QLD, Australia.,Department of Neurology, Gold Coast University Hospital, Southport, QLD, Australia
| | - Kate Lilley
- Menzies Health Institute Queensland, Gold Coast Campus, Griffith University, Nathan, QLD, Australia.,Department of Neurology, Gold Coast University Hospital, Southport, QLD, Australia
| | - Jacky Liao
- Menzies Health Institute Queensland, Gold Coast Campus, Griffith University, Nathan, QLD, Australia
| | - Sandeep Bhuta
- Menzies Health Institute Queensland, Gold Coast Campus, Griffith University, Nathan, QLD, Australia.,Department of Radiology, Gold Coast University Hospital, Southport, QLD, Australia
| | - Simon A Broadley
- Menzies Health Institute Queensland, Gold Coast Campus, Griffith University, Nathan, QLD, Australia.,Department of Neurology, Gold Coast University Hospital, Southport, QLD, Australia
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5
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Ciccarelli O, Cohen JA, Reingold SC, Weinshenker BG, Amato MP, Banwell B, Barkhof F, Bebo B, Becher B, Bethoux F, Brandt A, Brownlee W, Calabresi P, Chatway J, Chien C, Chitnis T, Ciccarelli O, Cohen J, Comi G, Correale J, De Sèze J, De Stefano N, Fazekas F, Flanagan E, Freedman M, Fujihara K, Galetta S, Goldman M, Greenberg B, Hartung HP, Hemmer B, Henning A, Izbudak I, Kappos L, Lassmann H, Laule C, Levy M, Lublin F, Lucchinetti C, Lukas C, Marrie RA, Miller A, Miller D, Montalban X, Mowry E, Ourselin S, Paul F, Pelletier D, Ranjeva JP, Reich D, Reingold S, Rocca MA, Rovira A, Schlaerger R, Soelberg Sorensen P, Sormani M, Stuve O, Thompson A, Tintoré M, Traboulsee A, Trapp B, Trojano M, Uitdehaag B, Vukusic S, Waubant E, Weinshenker B, Wheeler-Kingshott CG, Xu J. Spinal cord involvement in multiple sclerosis and neuromyelitis optica spectrum disorders. Lancet Neurol 2019; 18:185-197. [DOI: 10.1016/s1474-4422(18)30460-5] [Citation(s) in RCA: 82] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Revised: 11/09/2018] [Accepted: 11/14/2018] [Indexed: 12/13/2022]
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