Neurite imaging reveals microstructural variations in human cerebral cortical gray matter

被引:147
作者
Fukutomi, Hikaru [1 ,2 ]
Glasser, Matthew F. [3 ,4 ]
Zhang, Hui [5 ,6 ]
Autio, Joonas A. [1 ]
Coalson, Timothy S. [3 ]
Okada, Tomohisa [1 ,2 ]
Togashi, Kaori [2 ]
Van Essen, David C. [3 ]
Hayashi, Takuya [1 ,7 ]
机构
[1] RIKEN Ctr Life Sci Technol, Kobe, Hyogo, Japan
[2] Kyoto Univ, Grad Sch Med, Dept Diagnost Imaging & Nucl Med, Kyoto, Japan
[3] Washington Univ, Sch Med, Dept Neurosci, St Louis, MO USA
[4] St Lukes Hosp, St Louis, MO USA
[5] UCL, Ctr Med Image Comp, London, England
[6] UCL, Dept Comp Sci, London, England
[7] RIKEN Compass Healthy Life Res Complex Program, Kobe, Hyogo, Japan
基金
日本科学技术振兴机构;
关键词
Neurite density; Orientation dispersion; Cortical mapping; Myeloarchitecture; Bands of baillarger; HUMAN CONNECTOME PROJECT; IN-DIFFUSION MRI; VOGT-VOGT SCHOOL; WHITE-MATTER; HUMAN BRAIN; MYELIN CONTENT; MULTIPLE-SCLEROSIS; ORIENTATION DISPERSION; SPINAL-CORD; WATER DIFFUSION;
D O I
10.1016/j.neuroimage.2018.02.017
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
We present distinct patterns of neurite distribution in the human cerebral cortex using diffusion magnetic resonance imaging (MRI). We analyzed both high-resolution structural (T1w and T2w images) and diffusion MRI data in 505 subjects from the Human Connectome Project. Neurite distributions were evaluated using the neurite orientation dispersion and density imaging (NODDI) model, optimized for gray matter, and mapped onto the cortical surface using a method weighted towards the cortical mid-thickness to reduce partial volume effects. The estimated neurite density was high in both somatosensory and motor areas, early visual and auditory areas, and middle temporal area (MT), showing a strikingly similar distribution to myelin maps estimated from the T1w/T2w ratio. The estimated neurite orientation dispersion was particularly high in early sensory areas, which are known for dense tangential fibers and are classified as granular cortex by classical anatomists. Spatial gradients of these cortical neurite properties revealed transitions that colocalize with some areal boundaries in a recent multimodal parcellation of the human cerebral cortex, providing mutually supportive evidence. Our findings indicate that analyzing the cortical gray matter neurite morphology using diffusion MRI and NODDI provides valuable information regarding cortical microstructure that is related to but complementary to myeloarchitecture.
引用
收藏
页码:488 / 499
页数:12
相关论文
共 88 条
[1]  
Adluru G, 2014, IEEE ENG MED BIO, P742, DOI 10.1109/EMBC.2014.6943697
[2]   Probing region-specific microstructure of human cortical areas using high angular and spatial resolution diffusion MRI [J].
Aggarwal, Manisha ;
Nauen, David W. ;
Troncoso, Juan C. ;
Mori, Susumu .
NEUROIMAGE, 2015, 105 :198-207
[3]   Optimal imaging parameters for fiber-orientation estimation in diffusion MRI [J].
Alexander, DC ;
Barker, GJ .
NEUROIMAGE, 2005, 27 (02) :357-367
[4]   How to correct susceptibility distortions in spin-echo echo-planar images: application to diffusion tensor imaging [J].
Andersson, JLR ;
Skare, S ;
Ashburner, J .
NEUROIMAGE, 2003, 20 (02) :870-888
[5]  
Andersson Xu J., 2012, ISMRM AUSTR MELB
[6]   Composite hindered and restricted model of diffusion (CHARMED) MR imaging of the human brain [J].
Assaf, Y ;
Basser, PJ .
NEUROIMAGE, 2005, 27 (01) :48-58
[7]   AxCaliber: A method for measuring axon diameter distribution from diffusion MRI [J].
Assaf, Yaniv ;
Blumenfeld-Katzir, Tamar ;
Yovel, Yossi ;
Basser, Peter J. .
MAGNETIC RESONANCE IN MEDICINE, 2008, 59 (06) :1347-1354
[8]  
Assaf Y, 2009, DIFFUSION MRI: FROM QUANTITATIVE MEASUREMENT TO IN VIVO NEUROANATOMY, P127, DOI 10.1016/B978-0-12-374709-9.00007-9
[9]  
Baillarger J. G., 1840, RECHERCHES STRUCTURE, V8, P149
[10]   MR DIFFUSION TENSOR SPECTROSCOPY AND IMAGING [J].
BASSER, PJ ;
MATTIELLO, J ;
LEBIHAN, D .
BIOPHYSICAL JOURNAL, 1994, 66 (01) :259-267