Spatiotemporal alterations of gray matter microstructure in newly diagnosed relapsing-remitting multiple sclerosis patients: A longitudinal diffusion kurtosis MRI study

被引:0
作者
Nygaard, Mikkel K. E. [1 ]
Riemenschneider, Morten [2 ]
Gaemelke, Tobias [2 ]
Dalgas, Ulrik [2 ]
Eskildsen, Simon F. [1 ]
机构
[1] Aarhus Univ, Ctr Functionally Integrat Neurosci, Dept Clin Hlth, Univ Byen 3,Bldg 1710, DK-8000 Aarhus, Denmark
[2] Aarhus Univ, Dept Publ Hlth, Exercise Biol, Aarhus, Denmark
基金
芬兰科学院;
关键词
Multiple sclerosis; Gray matter; Magnetic resonance imaging; Diffusion kurtosis imaging; RRMS; Lesion; APPEARING WHITE-MATTER; VOLUME; EXTRACTION; PATHOLOGY;
D O I
10.1016/j.jns.2025.123551
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: In multiple sclerosis (MS), neurodegeneration occurs in both white matter (WM) and gray matter (GM). Altered GM microstructure, estimated using magnetic resonance imaging (MRI), correlates with clinical disability and demyelinating WM lesions. Therefore, MRI measurements of GM microstructure may be an early biomarker in MS. Objectives: The study aims to investigate the association between the microstructural characteristics of cortical and subcortical GM and clinical disability in newly diagnosed patients with relapsing-remitting MS (RRMS). Secondarily, the study investigates potential longitudinal alterations of tissue microstructure in relation to clinical disability and changes in WM lesion volume. Methods: Eighty-two newly diagnosed RRMS patients were physically and cognitively tested and brain scanned using structural and diffusion kurtosis MRI at baseline and after 48 weeks. Results: At baseline, WM lesion volume correlated with mean diffusivity (MD) in cortex, thalamus (r2 = 0.52), caudate (r2 = 0.40) and putamen (r2 = 0.37), and with thalamus volume (r2 = 0.67). Longitudinally, increased lesion volume from baseline to 48 weeks was associated with a spatiotemporal increase in cortical MD. Conclusions: The microstructure of cortical and subcortical GM is associated with both the degree and change of lesion volume in patients with RRMS. Diffusion MRI could serve as a surrogate measure of WM injury and longitudinal neurodegeneration in MS.
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页数:7
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共 46 条
[1]   An integrated approach to correction for off-resonance effects and subject movement in diffusion MR imaging [J].
Andersson, Jesper L. R. ;
Sotiropoulos, Stamatios N. .
NEUROIMAGE, 2016, 125 :1063-1078
[2]   A new method for structural volume analysis of longitudinal brain MRI data and its application in studying the growth trajectories of anatomical brain structures in childhood [J].
Aubert-Broche, B. ;
Fonov, V. S. ;
Garcia-Lorenzo, D. ;
Mouiha, A. ;
Guizard, N. ;
Coupe, P. ;
Eskildsen, S. F. ;
Collins, D. L. .
NEUROIMAGE, 2013, 82 :393-402
[3]   The Insight ToolKit image registration framework [J].
Avants, Brian B. ;
Tustison, Nicholas J. ;
Stauffer, Michael ;
Song, Gang ;
Wu, Baohua ;
Gee, James C. .
FRONTIERS IN NEUROINFORMATICS, 2014, 8
[4]   Thalamic atrophy in multiple sclerosis: A magnetic resonance imaging marker of neurodegeneration throughout disease [J].
Azevedo, Christina J. ;
Cen, Steven Y. ;
Khadka, Sankalpa ;
Liu, Shuang ;
Kornak, John ;
Shi, Yonggang ;
Zheng, Ling ;
Hauser, Stephen L. ;
Pelletier, Daniel .
ANNALS OF NEUROLOGY, 2018, 83 (02) :223-234
[5]  
Benjamini Y, 2001, ANN STAT, V29, P1165
[6]   Non-Gaussian diffusion MRI of gray matter is associated with cognitive impairment in multiple sclerosis [J].
Bester, M. ;
Jensen, J. H. ;
Babb, J. S. ;
Tabesh, A. ;
Miles, L. ;
Herbert, J. ;
Grossman, R. I. ;
Inglese, M. .
MULTIPLE SCLEROSIS JOURNAL, 2015, 21 (07) :935-944
[7]   Longitudinal tracking of axonal loss using diffusion magnetic resonance imaging in multiple sclerosis [J].
Boonstra, Frederique M. ;
Clough, Meaghan ;
Strik, Myrte ;
van der Walt, Anneke ;
Butzkueven, Helmut ;
White, Owen B. ;
Law, Meng ;
Fielding, Joanne ;
Kolbe, Scott C. .
BRAIN COMMUNICATIONS, 2022, 4 (02)
[8]   A longitudinal study of MR diffusion changes in normal appearing white matter of patients with early multiple sclerosis [J].
Caramia, F ;
Pantano, P ;
Di Legge, S ;
Piattella, MC ;
Lenzi, D ;
Paolillo, A ;
Nucciarelli, W ;
Lenzi, GL ;
Bozzao, L ;
Pozzilli, C .
MAGNETIC RESONANCE IMAGING, 2002, 20 (05) :383-388
[9]   AUTOMATIC 3D INTERSUBJECT REGISTRATION OF MR VOLUMETRIC DATA IN STANDARDIZED TALAIRACH SPACE [J].
COLLINS, DL ;
NEELIN, P ;
PETERS, TM ;
EVANS, AC .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1994, 18 (02) :192-205
[10]   An optimized blockwise nonlocal means denoising filter for 3-D magnetic resonance images [J].
Coupe, Pierrick ;
Yger, Pierre ;
Prima, Sylvain ;
Hellier, Pierre ;
Kervrann, Charles ;
Barillot, Christian .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2008, 27 (04) :425-441