Scan-rescan and inter-vendor reproducibility of neurite orientation dispersion and density imaging metrics

被引:19
作者
Andica, Christina [1 ]
Kamagata, Koji [1 ]
Hayashi, Takuya [2 ]
Hagiwara, Akifumi [1 ]
Uchida, Wataru [1 ,3 ]
Saito, Yuya [1 ,3 ]
Kamiya, Kouhei [4 ]
Fujita, Shohei [1 ,4 ]
Akashi, Toshiaki [1 ]
Wada, Akihiko [1 ]
Abe, Masahiro [5 ]
Kusahara, Hiroshi [5 ]
Hori, Masaaki [1 ,6 ]
Aoki, Shigeki [1 ]
机构
[1] Juntendo Univ, Grad Sch Med, Dept Radiol, Tokyo, Japan
[2] RIKEN Ctr Biosyst Dynam Res, Lab Brain Connect Imaging, Kobe, Hyogo, Japan
[3] Tokyo Metropolitan Univ, Grad Sch Human Hlth Sci, Dept Radiol Sci, Tokyo, Japan
[4] Univ Tokyo, Grad Sch Med, Dept Radiol, Tokyo, Japan
[5] Canon Med Syst Corp, Kawasaki, Kanagawa, Japan
[6] Toho Univ, Omori Med Ctr, Dept Radiol, Tokyo, Japan
关键词
Diffusion-weighted imaging; Diffusion tensor imaging; Inter-vendor reproducibility; Neurite orientation dispersion and density imaging; Scan-rescan reproducibility; HUMAN CEREBRAL-CORTEX; DIFFUSION TENSOR; FRACTIONAL ANISOTROPY; MULTIPLE-SCLEROSIS; NODDI; MRI; RELIABILITY; DISEASE;
D O I
10.1007/s00234-019-02350-6
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Purpose The reproducibility of neurite orientation dispersion and density imaging (NODDI) metrics in the human brain has not been explored across different magnetic resonance (MR) scanners from different vendors. This study aimed to evaluate the scan-rescan and inter-vendor reproducibility of NODDI metrics in white and gray matter of healthy subjects using two 3-T MR scanners from two vendors. Methods Ten healthy subjects (7 males; mean age 30 +/- 7 years, range 23-37 years) were included in the study. Whole-brain diffusion-weighted imaging was performed with b-values of 1000 and 2000 s/mm(2) using two 3-T MR scanners from two different vendors. Automatic extraction of the region of interest was performed to obtain NODDI metrics for whole and localized areas of white and gray matter. The coefficient of variation (CoV) and intraclass correlation coefficient (ICC) were calculated to assess the scan-rescan and inter-vendor reproducibilities of NODDI metrics. Results The scan-rescan and inter-vendor reproducibility of NODDI metrics (intracellular volume fraction and orientation dispersion index) were comparable with those of diffusion tensor imaging (DTI) metrics. However, the inter-vendor reproducibilities of NODDI (CoV = 2.3-14%) were lower than the scan-rescan reproducibility (CoV: scanner A = 0.8-3.8%; scanner B = 0.8-2.6%). Compared with the finding of DTI metrics, the reproducibility of NODDI metrics was lower in white matter and higher in gray matter. Conclusion The lower inter-vendor reproducibility of NODDI in some brain regions indicates that data acquired from different MRI scanners should be carefully interpreted.
引用
收藏
页码:483 / 494
页数:12
相关论文
共 36 条
[1]  
Adluru G, 2014, IEEE ENG MED BIO, P742, DOI 10.1109/EMBC.2014.6943697
[2]   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
[3]   Neurite orientation dispersion and density imaging of the nigrostriatal pathway in Parkinson's disease: Retrograde degeneration observed by tract-profile analysis [J].
Andica, Christina ;
Kamagata, Koji ;
Hatano, Taku ;
Okuzumi, Ayami ;
Saito, Asami ;
Nakazawa, Misaki ;
Ueda, Ryo ;
Motoi, Yumiko ;
Kamiya, Kouhei ;
Suzuki, Michimasa ;
Hod, Masaaki ;
Kumamaru, Kanako K. ;
Hattori, Nobutaka ;
Aoki, Shigeki .
PARKINSONISM & RELATED DISORDERS, 2018, 51 :55-60
[4]   ESTIMATION OF THE EFFECTIVE SELF-DIFFUSION TENSOR FROM THE NMR SPIN-ECHO [J].
BASSER, PJ ;
MATTIELLO, J ;
LEBIHAN, D .
JOURNAL OF MAGNETIC RESONANCE SERIES B, 1994, 103 (03) :247-254
[5]   NODDI reproducibility and variability with magnetic field strength: A comparison between 1.5 T and 3 T [J].
Chung, Ai Wern ;
Seunarine, Kiran K. ;
Clark, Chris A. .
HUMAN BRAIN MAPPING, 2016, 37 (12) :4550-4565
[6]   Application of neurite orientation dispersion and density imaging (NODDI) to a tau pathology model of Alzheimer's disease [J].
Colgan, N. ;
Siowa, B. ;
O'Callaghan, J. M. ;
Harrison, I. F. ;
Wells, J. A. ;
Holmes, H. E. ;
Ismail, O. ;
Richardson, S. ;
Alexander, D. C. ;
Collins, E. C. ;
Fisher, E. M. ;
Johnson, R. ;
Schwarz, A. J. ;
Ahmed, Z. ;
O'Neill, M. J. ;
Murray, T. K. ;
Zhang, H. ;
Lythgoe, M. F. .
NEUROIMAGE, 2016, 125 :739-744
[7]  
Cook PA, 2006, CAMINO OPEN SOURCE D, P2759
[8]   An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest [J].
Desikan, Rahul S. ;
Segonne, Florent ;
Fischl, Bruce ;
Quinn, Brian T. ;
Dickerson, Bradford C. ;
Blacker, Deborah ;
Buckner, Randy L. ;
Dale, Anders M. ;
Maguire, R. Paul ;
Hyman, Bradley T. ;
Albert, Marilyn S. ;
Killiany, Ronald J. .
NEUROIMAGE, 2006, 31 (03) :968-980
[9]   Effects of signal-to-noise ratio on the accuracy and reproducibility, of diffusion tensor imaging-derived fractional anisotropy, mean diffusivity, and principal eigenvector measurements at 1.5T [J].
Farrell, Jonathan A. D. ;
Landman, Bennett A. ;
Jones, Craig K. ;
Smith, Seth A. ;
Prince, Jerry L. ;
van Zijl, Peter C. M. ;
Mori, Susumu .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2007, 26 (03) :756-767
[10]   Measuring the thickness of the human cerebral cortex from magnetic resonance images [J].
Fischl, B ;
Dale, AM .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (20) :11050-11055