Literature DB >> 26937016

Application of q-Space Diffusion MRI for the Visualization of White Matter.

Kanehiro Fujiyoshi1, Keigo Hikishima2, Jin Nakahara3, Osahiko Tsuji4, Junichi Hata5, Tsunehiko Konomi1, Toshihiro Nagai6, Shinsuke Shibata7, Shinjiro Kaneko8, Akio Iwanami9, Suketaka Momoshima10, Shinichi Takahashi3, Masahiro Jinzaki10, Norihiro Suzuki3, Yoshiaki Toyama9, Masaya Nakamura11, Hideyuki Okano12.   

Abstract

White matter abnormalities in the CNS have been reported recently in various neurological and psychiatric disorders. Quantitation of non-Gaussianity for water diffusion by q-space diffusional MRI (QSI) renders biological diffusion barriers such as myelin sheaths; however, the time-consuming nature of this method hinders its clinical application. In the current study, we aimed to refine QSI protocols to enable their clinical application and to visualize myelin signals in a clinical setting. For this purpose, animal studies were first performed to optimize the acquisition protocol of a non-Gaussian QSI metric. The heat map of standardized kurtosis values derived from optimal QSI (myelin map) was then created. Histological validation of the myelin map was performed in myelin-deficient mice and in a nonhuman primate by monitoring its variation during demyelination and remyelination after chemical spinal cord injury. The results demonstrated that it was sensitive enough to depict dysmyelination, demyelination, and remyelination in animal models. Finally, its utility in clinical practice was assessed by a pilot clinical study in a selected group of patients with multiple sclerosis (MS). The human myelin map could be obtained within 10 min with a 3 T MR scanner. Use of the myelin map was practical for visualizing white matter and it sensitively detected reappearance of myelin signals after demyelination, possibly reflecting remyelination in MS patients. Our results together suggest that the myelin map, a kurtosis-related heat map obtainable with time-saving QSI, may be a novel and clinically useful means of visualizing myelin in the human CNS. SIGNIFICANCE STATEMENT: Myelin abnormalities in the CNS have been gaining increasing attention in various neurological and psychiatric diseases. However, appropriate methods with which to monitor CNS myelin in daily clinical practice have been lacking. In the current study, we introduced a novel MRI modality that produces the "myelin map." The myelin map accurately depicted myelin status in mice and nonhuman primates and in a pilot clinical study of multiple sclerosis patients, suggesting that it is useful in detecting possibly remyelinated lesions. A myelin map of the human brain could be obtained in <10 min using a 3 T scanner and it therefore promises to be a powerful tool for researchers and clinicians examining myelin-related diseases.
Copyright © 2016 the authors 0270-6474/16/362797-13$15.00/0.

Entities:  

Keywords:  MRI; demyelination; multiple sclerosis; myelin; remyelination

Mesh:

Substances:

Year:  2016        PMID: 26937016      PMCID: PMC6604869          DOI: 10.1523/JNEUROSCI.1770-15.2016

Source DB:  PubMed          Journal:  J Neurosci        ISSN: 0270-6474            Impact factor:   6.167


  42 in total

1.  Displacement imaging of spinal cord using q-space diffusion-weighted MRI.

Authors:  Y Assaf; A Mayk; Y Cohen
Journal:  Magn Reson Med       Date:  2000-11       Impact factor: 4.668

2.  Age-related decline in brain white matter anisotropy measured with spatially corrected echo-planar diffusion tensor imaging.

Authors:  A Pfefferbaum; E V Sullivan; M Hedehus; K O Lim; E Adalsteinsson; M Moseley
Journal:  Magn Reson Med       Date:  2000-08       Impact factor: 4.668

3.  Species differences and similarities in the fine structure of the mammalian corpus callosum.

Authors:  R Olivares; J Montiel; F Aboitiz
Journal:  Brain Behav Evol       Date:  2001-02       Impact factor: 1.808

4.  Diffusion-weighted MR imaging in the brain in children: findings in the normal brain and in the brain with white matter diseases.

Authors:  Volkher Engelbrecht; Axel Scherer; Margarethe Rassek; Hans J Witsack; Ulrich Mödder
Journal:  Radiology       Date:  2002-02       Impact factor: 11.105

Review 5.  High b-value q-space analyzed diffusion-weighted MRS and MRI in neuronal tissues - a technical review.

Authors:  Yoram Cohen; Yaniv Assaf
Journal:  NMR Biomed       Date:  2002 Nov-Dec       Impact factor: 4.044

Review 6.  MRI in multiple sclerosis: correlation with expanded disability status scale (EDSS).

Authors:  F Barkhof
Journal:  Mult Scler       Date:  1999-08       Impact factor: 6.312

7.  Differentiation of proliferated NG2-positive glial progenitor cells in a remyelinating lesion.

Authors:  Masahiko Watanabe; Yoshiaki Toyama; Akiko Nishiyama
Journal:  J Neurosci Res       Date:  2002-09-15       Impact factor: 4.164

8.  Oligodendrocyte dysfunction in schizophrenia and bipolar disorder.

Authors:  Dmitri Tkachev; Michael L Mimmack; Margaret M Ryan; Matt Wayland; Tom Freeman; Peter B Jones; Michael Starkey; Maree J Webster; Robert H Yolken; Sabine Bahn
Journal:  Lancet       Date:  2003-09-06       Impact factor: 79.321

9.  q-Space high b value diffusion MRI of hemi-crush in rat spinal cord: evidence for spontaneous regeneration.

Authors:  Revital Nossin-Manor; Revital Duvdevani; Yoram Cohen
Journal:  Magn Reson Imaging       Date:  2002-04       Impact factor: 2.546

10.  Remyelinated lesions in multiple sclerosis: magnetic resonance image appearance.

Authors:  Frederik Barkhof; Wolfgang Bruck; Corline J A De Groot; Elisabeth Bergers; Sandra Hulshof; Jeroen Geurts; Chris H Polman; Paul van der Valk
Journal:  Arch Neurol       Date:  2003-08
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  19 in total

Review 1.  Modeling white matter microstructure.

Authors:  T Duval; N Stikov; J Cohen-Adad
Journal:  Funct Neurol       Date:  2016 Oct/Dec

Review 2.  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 3.  Worldwide initiatives to advance brain research.

Authors:  Sten Grillner; Nancy Ip; Christof Koch; Walter Koroshetz; Hideyuki Okano; Miri Polachek; Mu-Ming Poo; Terrence J Sejnowski
Journal:  Nat Neurosci       Date:  2016-08-26       Impact factor: 24.884

4.  Generalized diffusion spectrum magnetic resonance imaging (GDSI) for model-free reconstruction of the ensemble average propagator.

Authors:  Qiyuan Tian; Grant Yang; Christoph Leuze; Ariel Rokem; Brian L Edlow; Jennifer A McNab
Journal:  Neuroimage       Date:  2019-01-23       Impact factor: 6.556

5.  Comparison of cumulant expansion and q-space imaging estimates for diffusional kurtosis in brain.

Authors:  Vaibhav Mohanty; Emilie T McKinnon; Joseph A Helpern; Jens H Jensen
Journal:  Magn Reson Imaging       Date:  2018-01-03       Impact factor: 2.546

6.  Abnormal neurite density and orientation dispersion in unilateral temporal lobe epilepsy detected by advanced diffusion imaging.

Authors:  Daichi Sone; Noriko Sato; Miho Ota; Norihide Maikusa; Yukio Kimura; Hiroshi Matsuda
Journal:  Neuroimage Clin       Date:  2018-09-23       Impact factor: 4.881

7.  A high-throughput neurohistological pipeline for brain-wide mesoscale connectivity mapping of the common marmoset.

Authors:  Meng Kuan Lin; Yeonsook Shin Takahashi; Bing-Xing Huo; Mitsutoshi Hanada; Jaimi Nagashima; Junichi Hata; Alexander S Tolpygo; Keerthi Ram; Brian C Lee; Michael I Miller; Marcello Gp Rosa; Erika Sasaki; Atsushi Iriki; Hideyuki Okano; Partha Mitra
Journal:  Elife       Date:  2019-02-05       Impact factor: 8.140

8.  Noninvasive technique to evaluate the muscle fiber characteristics using q-space imaging.

Authors:  Junichi Hata; Daisuke Nakashima; Osahiko Tsuji; Kanehiro Fujiyoshi; Kaori Yasutake; Yasushi Sera; Yuji Komaki; Keigo Hikishima; Takeo Nagura; Morio Matsumoto; Hideyuki Okano; Masaya Nakamura
Journal:  PLoS One       Date:  2019-04-04       Impact factor: 3.240

9.  In vivo tensor-valued diffusion MRI of focal demyelination in white and deep grey matter of rodents.

Authors:  Yi He; Susana Aznar; Hartwig R Siebner; Tim B Dyrby
Journal:  Neuroimage Clin       Date:  2021-04-15       Impact factor: 4.881

10.  Semiquantitative Evaluation of Muscle Repair by Diffusion Tensor Imaging in Mice.

Authors:  Junichi Hata; Sakiko Mizuno; Yawara Haga; Masayuki Shimoda; Yae Kanai; Kazuhiro Chiba; Hideyuki Okano; Masaya Nakamura; Keisuke Horiuchi
Journal:  JBMR Plus       Date:  2018-03-05
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