Reduced neurite density in the brain and cervical spinal cord in relapsing-remitting multiple sclerosis: A NODDI study

被引:46
|
作者
Collorone, Sara [1 ]
Cawley, Niamh [1 ]
Grussu, Francesco [1 ,2 ]
Prados, Ferran [1 ,2 ]
Tona, Francesca [1 ]
Calvi, Alberto [1 ,3 ]
Kanber, Baris [2 ]
Schneider, Torben [1 ,4 ]
Kipp, Lucas [1 ,5 ]
Zhang, Hui [2 ]
Alexander, Daniel C. [2 ]
Thompson, Alan J. [1 ]
Toosy, Ahmed [1 ]
Wheeler-Kingshott, Claudia A. M. Gandini [1 ,6 ,7 ]
Ciccarelli, Olga [1 ,8 ]
机构
[1] UCL, Fac Brain Sci, Inst Neurol,NMR Res Unit, Dept Neuroinflammat,Queen Sq Multiple Sclerosis C, 1st Floor,Russell Sq House,10-12 Russell Sq, London WC1B 5EH, England
[2] UCL, Dept Comp Sci, CMIC, London, England
[3] Univ Milan, Fdn IRCCS Osped Maggiore Policlin Mangiagalli & R, Dept Pathophysiol & Transplantat, Neurodegenerat Dis Unit, Milan, Italy
[4] Philips UK, Guildford, Surrey, England
[5] Stanford Univ, Dept Neurol & Neurol Sci, Stanford MS Ctr, Palo Alto, CA 94304 USA
[6] Univ Pavia, Dept Brain & Behav Sci, Pavia, Italy
[7] IRCCS Mondino Fdn, Brain MRI 3T Res Ctr, Pavia, Italy
[8] Univ Coll London Hosp, Biomed Res Ctr, Natl Inst Hlth Res, London, England
基金
英国工程与自然科学研究理事会;
关键词
Multiple sclerosis; relapsing-remitting; quantitative MRI; NODDI; diffusion-weighted MRI; axonal loss; IN-VIVO; ORIENTATION DISPERSION; GREY-MATTER; SEGMENTATION; PATHOLOGY; IMAGES;
D O I
10.1177/1352458519885107
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: Multiple sclerosis (MS) affects both brain and spinal cord. However, studies of the neuraxis with advanced magnetic resonance imaging (MRI) are rare because of long acquisition times. We investigated neurodegeneration in MS brain and cervical spinal cord using neurite orientation dispersion and density imaging (NODDI). Objective: The aim of this study was to investigate possible alterations, and their clinical relevance, in neurite morphology along the brain and cervical spinal cord of relapsing-remitting MS (RRMS) patients. Methods: In total, 28 RRMS patients and 20 healthy controls (HCs) underwent brain and spinal cord NODDI at 3T. Physical and cognitive disability was assessed. Individual maps of orientation dispersion index (ODI) and neurite density index (NDI) in brain and spinal cord were obtained. We examined differences in NODDI measures between groups and the relationships between NODDI metrics and clinical scores using linear regression models adjusted for age, sex and brain tissue volumes or cord cross-sectional area (CSA). Results: Patients showed lower NDI in the brain normal-appearing white matter (WM) and spinal cord WM than HCs. In patients, a lower NDI in the spinal cord WM was associated with higher disability. Conclusion: Reduced neurite density occurs in the neuraxis but, especially when affecting the spinal cord, it may represent a mechanism of disability in MS.
引用
收藏
页码:1647 / 1657
页数:11
相关论文
共 50 条
  • [1] Application and evaluation of NODDI in the cervical spinal cord of multiple sclerosis patients
    By, Samantha
    Xu, Junzhong
    Box, Bailey A.
    Bagnato, Francesca R.
    Smith, Seth A.
    NEUROIMAGE-CLINICAL, 2017, 15 : 333 - 342
  • [2] The Effect of Glatiramer Acetate on Spinal Cord Volume in Relapsing-Remitting Multiple Sclerosis
    Singhal, Tarun
    Tauhid, Shahamat
    Hurwitz, Shelley
    Neema, Mohit
    Bakshi, Rohit
    JOURNAL OF NEUROIMAGING, 2017, 27 (01) : 33 - 36
  • [3] Early diffuse demyelinating lesion in the cervical spinal cord predicts a worse prognosis in relapsing-remitting multiple sclerosis
    Coret, F.
    Bosca, I.
    Landete, L.
    Magraner, M. J.
    Navarre, A.
    Leon, J. L.
    Casanova, B.
    MULTIPLE SCLEROSIS JOURNAL, 2010, 16 (08) : 935 - 941
  • [4] Prognostic value of spinal cord lesion measures in early relapsing-remitting multiple sclerosis
    Lauerer, Markus
    McGinnis, Julian
    Bussas, Matthias
    El Husseini, Malek
    Pongratz, Viola
    Engl, Christina
    Wuschek, Alexander
    Berthele, Achim
    Riederer, Isabelle
    Kirschke, Jan S.
    Zimmer, Claus
    Hemmer, Bernhard
    Muehlau, Mark
    JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2024, 95 (01) : 37 - 43
  • [5] The effect of intramuscular interferon beta-1a on spinal cord volume in relapsing-remitting multiple sclerosis
    Dupuy, Sheena L.
    Khalid, Fariha
    Healy, Brian C.
    Bakshi, Sonya
    Neema, Mohit
    Tauhid, Shahamat
    Bakshi, Rohit
    BMC MEDICAL IMAGING, 2016, 16
  • [6] Postural Control in Relapsing-Remitting Multiple Sclerosis
    Cusin, Flavia Salvaterra
    Tomaz, Andreza
    Gananca, Mauricio Malavasi
    Oliveira, Enedina Maria
    Falcao Goncalves, Alessandra Billi
    Caovilla, Heloisa Helena
    INTERNATIONAL ARCHIVES OF OTORHINOLARYNGOLOGY, 2022, 26 (04) : 592 - 604
  • [7] Current management of relapsing-remitting multiple sclerosis
    Sedal, L.
    Wilson, I. B.
    McDonald, E. A.
    INTERNAL MEDICINE JOURNAL, 2014, 44 (10) : 950 - 957
  • [8] Teriflunomide for the treatment of relapsing-remitting multiple sclerosis
    Miller, Aaron E.
    EXPERT REVIEW OF CLINICAL IMMUNOLOGY, 2015, 11 (02) : 181 - 194
  • [9] Spinal cord lesions are frequently asymptomatic in relapsing-remitting multiple sclerosis: a retrospective MRI survey
    Granella, Franco
    Tsantes, Elena
    Graziuso, Stefania
    Bazzurri, Veronica
    Crisi, Girolamo
    Curti, Erica
    JOURNAL OF NEUROLOGY, 2019, 266 (12) : 3031 - 3037
  • [10] Depression in relapsing-remitting multiple sclerosis
    Mendes, MF
    Tilbery, CP
    Balsimelli, S
    Moreira, MA
    Barao-Cruz, AM
    ARQUIVOS DE NEURO-PSIQUIATRIA, 2003, 61 (3A) : 591 - 595