Literature DB >> 23110887

Segmentation of magnetization transfer ratio lesions for longitudinal analysis of demyelination and remyelination in multiple sclerosis.

Robert A Brown1, Sridar Narayanan2, Douglas L Arnold3.   

Abstract

We demonstrate a new technique to quantify longitudinal changes in magnetization transfer ratio (MTR) magnetic resonance imaging (MRI). These changes are indicative of demyelination and remyelination. This technique comprises a definition of ΔMTR lesions, which are identified directly from the MTR images, and an automatic procedure for segmenting these lesions. We used this technique to analyze MTR changes in lesions of subjects with rapidly progressing multiple sclerosis before and after treatment with immunoablation and autologous stem cell transplant. Subjects who experienced clinical improvement after treatment showed significantly improved MTR recovery in lesions that were recovering during treatment (p<0.0001) while those who were clinically stable after treatment showed significantly poorer MTR recovery (p=0.002). The statistical power of this technique to detect treatment effects on MTR recovery was shown to be considerably better than previous methods. These results suggest that longitudinal measurements of MTR in ΔMTR lesions may be an important technique for the assessment of treatment effects on remyelination in clinical trials.
Copyright © 2012 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Image processing; Magnetic resonance imaging; Magnetization transfer ratio; Multiple sclerosis; Remyelination

Mesh:

Year:  2012        PMID: 23110887     DOI: 10.1016/j.neuroimage.2012.10.059

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  30 in total

Review 1.  Nonconventional MRI and microstructural cerebral changes in multiple sclerosis.

Authors:  Christian Enzinger; Frederik Barkhof; Olga Ciccarelli; Massimo Filippi; Ludwig Kappos; Maria A Rocca; Stefan Ropele; Àlex Rovira; Torben Schneider; Nicola de Stefano; Hugo Vrenken; Claudia Wheeler-Kingshott; Jens Wuerfel; Franz Fazekas
Journal:  Nat Rev Neurol       Date:  2015-11-03       Impact factor: 42.937

2.  Sample-size calculations for short-term proof-of-concept studies of tissue protection and repair in multiple sclerosis lesions via conventional clinical imaging.

Authors:  Daniel S Reich; Richard White; Irene Cm Cortese; Luisa Vuolo; Colin D Shea; Tassie L Collins; John Petkau
Journal:  Mult Scler       Date:  2015-02-06       Impact factor: 6.312

3.  Comparison of Multiple Sclerosis Cortical Lesion Types Detected by Multicontrast 3T and 7T MRI.

Authors:  J Maranzano; M Dadar; D A Rudko; D De Nigris; C Elliott; J S Gati; S A Morrow; R S Menon; D L Collins; D L Arnold; S Narayanan
Journal:  AJNR Am J Neuroradiol       Date:  2019-06-20       Impact factor: 3.825

4.  [Contrast in static images in clinical magnetic resonance imaging. Part 2: Sequences for various contrast weightings and applications].

Authors:  F Schick
Journal:  Radiologe       Date:  2013-08       Impact factor: 0.635

5.  Experimental design and sample size considerations in longitudinal magnetic resonance imaging-based biomarker detection for multiple sclerosis.

Authors:  Menghan Hu; Matthew K Schindler; Blake E Dewey; Daniel S Reich; Russell T Shinohara; Ani Eloyan
Journal:  Stat Methods Med Res       Date:  2020-02-19       Impact factor: 3.021

Review 6.  Multiple sclerosis in children: an update on clinical diagnosis, therapeutic strategies, and research.

Authors:  Amy Waldman; Angelo Ghezzi; Amit Bar-Or; Yann Mikaeloff; Marc Tardieu; Brenda Banwell
Journal:  Lancet Neurol       Date:  2014-09       Impact factor: 44.182

7.  Neural correlates of symptom severity in obsessive-compulsive disorder using magnetization transfer and diffusion tensor imaging.

Authors:  Suzan Maleki; Yann Chye; Xiaoliu Zhang; Linden Parkes; Samuel R Chamberlain; Leonardo F Fontenelle; Leah Braganza; George Youssef; Valentina Lorenzetti; Ben J Harrison; Murat Yücel; Chao Suo
Journal:  Psychiatry Res Neuroimaging       Date:  2020-02-11       Impact factor: 2.376

8.  MTR recovery in brain lesions in the BECOME study of glatiramer acetate vs interferon β-1b.

Authors:  Robert A Brown; Sridar Narayanan; Nikola Stikov; Stuart Cook; Diego Cadavid; Leo Wolansky; Douglas L Arnold
Journal:  Neurology       Date:  2016-07-29       Impact factor: 9.910

Review 9.  Achievements and obstacles of remyelinating therapies in multiple sclerosis.

Authors:  Martin Stangel; Tanja Kuhlmann; Paul M Matthews; Trevor J Kilpatrick
Journal:  Nat Rev Neurol       Date:  2017-11-17       Impact factor: 42.937

Review 10.  The current state-of-the-art of spinal cord imaging: methods.

Authors:  P W Stroman; C Wheeler-Kingshott; M Bacon; J M Schwab; R Bosma; J Brooks; D Cadotte; T Carlstedt; O Ciccarelli; J Cohen-Adad; A Curt; N Evangelou; M G Fehlings; M Filippi; B J Kelley; S Kollias; A Mackay; C A Porro; S Smith; S M Strittmatter; P Summers; I Tracey
Journal:  Neuroimage       Date:  2013-05-14       Impact factor: 6.556

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