Spinal Cord Normalization in Multiple Sclerosis

被引:32
|
作者
Oh, Jiwon [1 ]
Seigo, Michaela [1 ]
Saidha, Shiv [1 ]
Sotirchos, Elias [1 ]
Zackowski, Kathy [2 ,3 ]
Chen, Min [4 ]
Prince, Jerry [4 ,5 ]
Diener-West, Marie [6 ]
Calabresi, Peter A. [1 ]
Reich, Daniel S. [1 ,6 ,7 ,8 ]
机构
[1] Johns Hopkins Univ, Dept Neurol, Baltimore, MD 21218 USA
[2] Johns Hopkins Univ, Dept Phys Med & Rehabil, Baltimore, MD 21218 USA
[3] Kennedy Krieger Inst, Motion Anal Lab, Baltimore, MD USA
[4] Johns Hopkins Univ, Dept Elect & Comp Engn, Baltimore, MD 21218 USA
[5] Johns Hopkins Univ, Dept Comp Sci, Baltimore, MD 21218 USA
[6] Johns Hopkins Univ, Dept Biostat, Baltimore, MD 21218 USA
[7] Johns Hopkins Univ, Dept Radiol & Radiol Sci, Baltimore, MD 21218 USA
[8] NINDS, Translat Neuroradiol Unit, Bethesda, MD 20892 USA
关键词
Multiple sclerosis; MRI; spinal cord; atrophy; normalization; INTRACRANIAL VOLUME; BRAIN ATROPHY; MRI; AREA;
D O I
10.1111/jon.12097
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
BACKGROUND Spinal cord (SC) pathology is common in multiple sclerosis (MS), and measures of SC-atrophy are increasingly utilized. Normalization reduces biological variation of structural measurements unrelated to disease, but optimal parameters for SC volume (SCV)normalization remain unclear. Using a variety of normalization factors and clinical measures, we assessed the effect of SCV normalization on detecting group differences and clarifying clinical-radiological correlations in MS. METHODS 3T cervical SC-MRI was performed in 133 MS cases and 11 healthy controls (HC). Clinical assessment included expanded disability status scale (EDSS), MS functional composite (MSFC), quantitative hip-flexion strength ("strength"), and vibration sensation threshold ("vibration"). SCV between C3 and C4 was measured and normalized individually by subject height, SC-length, and intracranial volume (ICV). RESULTS There were group differences in raw-SCV and after normalization by height and length (MS vs. HC; progressive vs. relapsing MS-subtypes, P < .05). There were correlations between clinical measures and raw-SCV (EDSS: r = -.20; MSFC: r = .16; strength: r = .35; vibration: r = -.19). Correlations consistently strengthened with normalization by length (EDSS: r = -.43; MSFC: r = .33; strength: r = .38; vibration: r = -.40), and height (EDSS: r = -.26; MSFC: r = .28; strength: r = .22; vibration: r = -.29), but diminished with normalization by ICV (EDSS: r = -.23; MSFC: r = -.10; strength: r = .23; vibration: r = -.35). In relapsing MS, normalization by length allowed statistical detection of correlations that were not apparent with raw-SCV. CONCLUSIONS SCV-normalization by length improves the ability to detect group differences, strengthens clinical-radiological correlations, and is particularly relevant in settings of subtle disease-related SC-atrophy in MS. SCV-normalization by length may enhance the clinical utility of measures of SC-atrophy.
引用
收藏
页码:577 / 584
页数:8
相关论文
共 50 条
  • [21] Putaminal alteration in multiple sclerosis patients with spinal cord lesions
    Zimmermann, Hilga
    Rolfsnes, Hans O.
    Montag, Swantje
    Wilting, Janine
    Droby, Amgad
    Reuter, Eva
    Gawehn, Joachim
    Zipp, Frauke
    Groeger, Adriane
    JOURNAL OF NEURAL TRANSMISSION, 2015, 122 (10) : 1465 - 1473
  • [22] Prognostic value of spinal cord MRI in multiple sclerosis patients
    Leguy, S.
    Combes, B.
    Bannier, E.
    Kerbrat, A.
    REVUE NEUROLOGIQUE, 2021, 177 (05) : 571 - 581
  • [23] POSTMORTEM MRI OF THE SPINAL-CORD IN MULTIPLE-SCLEROSIS
    NAGAO, M
    OGAWA, M
    YAMAUCHI, H
    NEURORADIOLOGY, 1994, 36 (08) : 625 - 626
  • [24] T1 hypointensity of the spinal cord in multiple sclerosis
    Losseff, NA
    Wang, L
    Miller, DH
    Thompson, AJ
    JOURNAL OF NEUROLOGY, 2001, 248 (06) : 517 - 521
  • [25] Imaging spinal cord damage in multiple sclerosis
    Rocca, MA
    Hickman, SJ
    Bö, L
    Agosta, F
    Miller, DH
    Comi, G
    Filippi, M
    JOURNAL OF NEUROIMAGING, 2005, 15 (04) : 297 - 304
  • [26] Hallmarks of spinal cord pathology in multiple sclerosis
    Kreiter, Daniel
    Postma, Alida A.
    Hupperts, Raymond
    Gerlach, Oliver
    JOURNAL OF THE NEUROLOGICAL SCIENCES, 2024, 456
  • [27] Anterior horn atrophy in the cervical spinal cord: A new biomarker in progressive multiple sclerosis
    Tsagkas, Charidimos
    Huck-Horvath, Antal
    Cagol, Alessandro
    Haas, Tanja
    Barakovic, Muhamed
    Amann, Michael
    Ruberte, Esther
    Melie-Garcia, Lester
    Weigel, Matthias
    Pezold, Simon
    Schlaeger, Regina
    Kuhle, Jens
    Sprenger, Till
    Kappos, Ludwig
    Bieri, Oliver
    Cattin, Philippe
    Granziera, Cristina
    Parmar, Katrin
    MULTIPLE SCLEROSIS JOURNAL, 2023, 29 (06) : 702 - 718
  • [28] Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks
    Gros, Charley
    De Leener, Benjamin
    Badji, Atef
    Maranzano, Josefina
    Eden, Dominique
    Dupont, Sara M.
    Talbott, Jason
    Ren Zhuoquiong
    Liu, Yaou
    Granberg, Tobias
    Ouellette, Russell
    Tachibana, Yasuhiko
    Hori, Masaaki
    Kamiya, Kouhei
    Chougar, Lydia
    Stawiarz, Leszek
    Hillert, Jan
    Bannier, Ellise
    Kerbrat, Anne
    Edan, Gilles
    Labauge, Pierre
    Callot, Virginie
    Pelletier, Jean
    Audoin, Bertrand
    Rasoanandrianina, Henitsoa
    Brisset, Jean-Christophe
    Valsasina, Paola
    Rocca, Maria A.
    Filippi, Massimo
    Bakshi, Rohit
    Tauhid, Shahamat
    Prados, Ferran
    Yiannakas, Marios
    Kearney, Hugh
    Ciccarelli, Olga
    Smith, Seth
    Treaba, Constantino Andrada
    Mainero, Caterina
    Lefeuvre, Jennifer
    Reich, Daniel S.
    Nair, Govind
    Auclair, Vincent
    McLaren, Donald G.
    Martin, Allan R.
    Fehlings, Michael G.
    Vahdat, Shahabeddin
    Khatibi, Ali
    Doyon, Julien
    Shepherd, Timothy
    Charlson, Erik
    NEUROIMAGE, 2019, 184 : 901 - 915
  • [29] Preferential spinal cord volume loss in primary progressive multiple sclerosis
    Tsagkas, Charidimos
    Magon, Stefano
    Gaetano, Laura
    Pezold, Simon
    Naegelin, Yvonne
    Amann, Michael
    Stippich, Christoph
    Cattin, Philippe
    Wuerfel, Jens
    Bieri, Oliver
    Sprenger, Till
    Kappos, Ludwig
    Parmar, Katrin
    MULTIPLE SCLEROSIS JOURNAL, 2019, 25 (07) : 947 - 957
  • [30] Multiple sclerosis lesions affect intrinsic functional connectivity of the spinal cord
    Conrad, Benjamin N.
    Barry, Robert L.
    Rogers, Baxter P.
    Maki, Satoshi
    Mishra, Arabinda
    Thukral, Saakshi
    Sriram, Subramaniam
    Bhatia, Aashim
    Pawate, Siddharama
    Gore, John C.
    Smith, Seth A.
    BRAIN, 2018, 141 : 1650 - 1664