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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: 2.7] [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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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: 4.0] [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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Cai LJ, Zhang Q, Zhang Y, Chen HX, Shi ZY, Du Q, Zhou HY. Clinical characteristics of very late-onset neuromyelitis optica spectrum disorder. Mult Scler Relat Disord 2020; 46:102515. [PMID: 33032051 DOI: 10.1016/j.msard.2020.102515] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2020] [Revised: 09/11/2020] [Accepted: 09/15/2020] [Indexed: 02/05/2023]
Abstract
BACKGROUND The typical age at onset of neuromyelitis optica spectrum disorder (NMOSD) is between 30 and 40 years. A growing awareness about the disease and advances in diagnostic techniques have led to an increase in the number of patients being diagnosed with very late-onset (VLO) NMOSD. This study compared the clinical characteristics, treatments, and prognoses between patients with VLO-NMOSD or late-onset (LO) NMOSD. METHODS Patients in our study were assigned to two groups based on age at onset of the disease: LO-NMOSD (50-70 years old at onset) and VLO-NMOSD (> 70 years old at onset). We compared clinical characteristics, magnetic resonance imaging of lesions, prognosis, and treatments between the two groups. RESULTS We collected data from 12 VLO-NMOSD patients with a median age at onset of 74.0 years (interquartile range, 72.6-75.9 years) and 104 LO-NMOSD patients with a median age at onset of 56.0 years (55.8-57.9 years). There were a high proportion of female patients in both the VLO-NMOSD group (9, 75.0%) and the LO-NMOSD group (91, 87.5%). Our study indicated that VLO-NMOSD patients had significantly higher expanded disability status scale (EDSS) scores (8.5 vs 4.0, p = 0.01), higher motor disability rates (41.7% vs 9.6%, p = 0.002), and higher mortality rates (25.0 vs 4.8%, p = 0.044) at last follow-up. However, patients with VLO-NMOSD had lower rates of immunosuppressant usage (50.0% vs 76.9%, p = 0.044). Age at onset was positively correlated with EDSS score at remission (r = 0.49, p < 0.001). CONCLUSION VLO-NMOSD was associated with higher EDSS score at remission, higher rates of mortality and motor disability, but lower rates of immunosuppressive treatment usage than LO-NMOSD. Future studies are needed to understand the effects of NMOSD on older patients, and to seek suitable treatment to improve their prognosis.
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Affiliation(s)
- L J Cai
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Q Zhang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Y Zhang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - H X Chen
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Z Y Shi
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Q Du
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - H Y Zhou
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
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Wang Y, Zhu M, Liu C, Han J, Lang W, Gao Y, Lu C, Wang S, Hou S, Zheng N, Wang D, Chen Y, Zhang Y, Zhang HL, Zhu J. Blood Brain Barrier Permeability Could Be a Biomarker to Predict Severity of Neuromyelitis Optica Spectrum Disorders: A Retrospective Analysis. Front Neurol 2018; 9:648. [PMID: 30131763 PMCID: PMC6090143 DOI: 10.3389/fneur.2018.00648] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Accepted: 07/19/2018] [Indexed: 12/30/2022] Open
Abstract
Background: Blood-brain barrier (BBB) pathology exists in neuromyelitis optica spectrum disorders (NMOSD). However, the clinical use of BBB permeability, such as predicting disease severity of NMOSD, has rarely been studied in a large cohort of patients. Objectives: The current study explored the association between BBB permeability and clinical parameters in order to assess if BBB permeability could be a biomarker to predict disease severity and clinical characteristics of NMOSD. Methods: Among 69 enrolled NMOSD patients, 47 with albumin index over 5 × 10−3 were assigned to the increased BBB permeability group, and the remaining 22 were to the normal BBB permeability group. Disease severity was assessed using the Expanded Disability Status Scale (EDSS). Results: Patients in the increased BBB permeability group had significantly higher EDSS scores, anti-aquporin-4 immunoglobulin G titers, more dense cerebrospinal fluid protein concentrations, white blood cell counts, myelin basic protein levels and more dense complement 3 concentrations than found in the comparative normal BBB permeability group. The albumin index was positively correlated to the length of lesions in spinal cord. Conclusions: BBB permeability was associated with clinical features, laboratory results and radiological data of NMOSD patients, and may be a potential biomarker to predict disease severity and clinical characteristics of NMOSD.
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Affiliation(s)
- Ying Wang
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
| | - Mingqin Zhu
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
| | - Caiyun Liu
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
| | - Jinming Han
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
| | - Wenjuan Lang
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
| | - Yang Gao
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
| | - Chao Lu
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
| | - Shuang Wang
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
| | - Shuai Hou
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
| | - Nannan Zheng
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
| | - Dong Wang
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
| | - Yang Chen
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
| | - Yu Zhang
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
| | - Hong-Liang Zhang
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China.,Department of Life Sciences, The National Natural Science Foundation of China, Beijing, China
| | - Jie Zhu
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China.,Department of Neurobiology, Care Sciences & Society, Karolinska Institutet, Stockholm, Sweden
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Zhang LJ, Yang LN, Li T, Wang J, Qi Y, Zhang DQ, Yang CS, Yang L. Distinctive characteristics of early-onset and late-onset neuromyelitis optica spectrum disorders. Int J Neurosci 2016; 127:334-338. [PMID: 27788616 DOI: 10.1080/00207454.2016.1254630] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
OBJECTIVES Little is known about patients with neuromyelitis optica spectrum disorders (NMOSD) as defined by onset age. This study aimed to analyze the different demographic, clinical, laboratory, and magnetic resonance imaging (MRI) characteristics in early-onset (≤50 years) NMOSD (EONMOSD) and late-onset (>50 years) NMOSD (LONMOSD). MATERIALS AND METHODS We enrolled 142 patients with NMOSD from Tianjin Medical University General Hospital, Tianjin, China, and categorized them into two groups according to the age of onset: EONMOSD and LONMOSD. Demographic, clinical, laboratory, and MRI characteristics were collected and compared between the two groups. Serum aquaporin-4 (AQP4) antibody levels were determined by cell-based assay and fluorescence immunoprecipitation assays. RESULTS Among the patients studied, 83 had early onset (≤50 years) and 59 had late onset (>50 years) of NMOSD. As compared with LONMOSD, EONMOSD patients had more severe visual disability according to functional scores in clinical parameters, significantly lower C3 and C4 serum levels, more frequent cervical lesions, and more lesions around the fourth ventricle, but fewer lesions in hemispheric white matter. LONMOSD patients suffered more motor and sensory disability than EONMOSD patients. CONCLUSIONS In NMOSD, the clinical, laboratory, and MRI features differ according to age of onset, suggesting that differences in pathogenesis and treatment should be further investigated.
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Affiliation(s)
- Lin-Jie Zhang
- a Department of Neurology, Tianjin Neurological Institute , Tianjin Medical University General Hospital , Tianjin , China
| | - Li-Na Yang
- b Department of Medicine , Shijiazhuang Medical College , Hebei , China
| | - Ting Li
- a Department of Neurology, Tianjin Neurological Institute , Tianjin Medical University General Hospital , Tianjin , China
| | - Jing Wang
- a Department of Neurology, Tianjin Neurological Institute , Tianjin Medical University General Hospital , Tianjin , China
| | - Yuan Qi
- a Department of Neurology, Tianjin Neurological Institute , Tianjin Medical University General Hospital , Tianjin , China
| | - Da-Qi Zhang
- a Department of Neurology, Tianjin Neurological Institute , Tianjin Medical University General Hospital , Tianjin , China
| | - Chun-Sheng Yang
- a Department of Neurology, Tianjin Neurological Institute , Tianjin Medical University General Hospital , Tianjin , China
| | - Li Yang
- a Department of Neurology, Tianjin Neurological Institute , Tianjin Medical University General Hospital , Tianjin , China
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