Test-Retest Reliability of Diffusion Measures in Cerebral White Matter: A Multiband Diffusion MRI Study

被引:26
作者
Duan, Fei [1 ,2 ,3 ]
Zhao, Tengda [1 ,2 ,3 ]
He, Yong [1 ,2 ,3 ]
Shu, Ni [1 ,2 ,3 ]
机构
[1] Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China
[2] Beijing Normal Univ, IDG McGovern Inst Brain Res, Beijing 100875, Peoples R China
[3] Beijing Normal Univ, Ctr Collaborat & Innovat Brain & Learning Sci, Beijing 100875, Peoples R China
关键词
PRINCIPAL EIGENVECTOR MEASUREMENTS; FRACTIONAL ANISOTROPY; HUMAN BRAIN; SPATIAL STATISTICS; MEAN DIFFUSIVITY; TENSOR MRI; REPRODUCIBILITY; TRACTOGRAPHY; SPECTROSCOPY; VARIABILITY;
D O I
10.1002/jmri.24859
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background: To investigate the test-retest (TRT) reliability of the diffusion measures in cerebral white matter obtained from the diffusion MRI dataset acquired with multiband acceleration. Methods: With the multiband diffusion MRI dataset with two repeated scanning sessions, the TRT reliability of diffusion measures (fractional anisotropy [FA], mean diffusivity [MD], primary diffusivity [PD] and transverse diffusivity [TD]) was investigated through several fully automated analysis methods, including two voxel-level analyses (voxel-based analysis [VBA] and tract-based spatial statistics [TBSS]) and an atlas ROI-based analysis. The reproducibility was assessed by the intra-class correlation coefficient (ICC). Results: Our results demonstrated moderate to high reproducibility (ICC > 0.4) of diffusion measures from the multiband EPI sequence with different analysis approaches. Across different measures, FA exhibited the highest reproducibility (mean ICC = 0.70), while MD showed the lowest reliability (mean ICC = 0.55) (P=0.006). Additionally, ICCs varied across different tract ROIs: Commissural tracts showed higher reproducibility than other categories of tracts (projection, association and brainstem), while the brainstem tracts exhibited the poorest reliability (P=0.004). Conclusion: Our findings suggest a potential utility of the multiband EPI sequence for exploring individual differences of cerebral white matter and provide reference for future white matter studies.
引用
收藏
页码:1106 / 1116
页数:11
相关论文
共 49 条
[1]   Single-step Nonlinear diffusion tensor estimation in the presence of microscopic and macroscopic motion [J].
Aksoy, Murat ;
Liu, Chunlei ;
Moseley, Michael E. ;
Bammer, Roland .
MAGNETIC RESONANCE IN MEDICINE, 2008, 59 (05) :1138-1150
[2]   A model-based method for retrospective correction of geometric distortions in diffusion-weighted EPI [J].
Andersson, JLR ;
Skare, S .
NEUROIMAGE, 2002, 16 (01) :177-199
[3]   MR DIFFUSION TENSOR SPECTROSCOPY AND IMAGING [J].
BASSER, PJ ;
MATTIELLO, J ;
LEBIHAN, D .
BIOPHYSICAL JOURNAL, 1994, 66 (01) :259-267
[4]  
Basser PJ, 1996, J MAGN RESON SER B, V111, P209, DOI [10.1006/jmrb.1996.0086, 10.1016/j.jmr.2011.09.022]
[5]   Reproducibility, interrater agreement, and age-related changes of fractional anisotropy measures at 3T in healthy subjects: Effect of the applied b-value [J].
Bisdas, S. ;
Bohning, D. E. ;
Besenski, N. ;
Nicholas, J. S. ;
Rumboldt, Z. .
AMERICAN JOURNAL OF NEURORADIOLOGY, 2008, 29 (06) :1128-1133
[6]   Diffusion tensor imaging of the brain in a healthy adult population: Normative values and measurement reproducibility at 3 T and 1.5 T [J].
Brander, Antti ;
Kataja, Anneli ;
Saastamoinen, Antti ;
Ryymin, Pertti ;
Huhtala, Heini ;
Ohman, Juha ;
Soimakallio, Seppo ;
Dastidar, Prasun .
ACTA RADIOLOGICA, 2010, 51 (07) :800-807
[7]   Test-retest reliability of resting-state connectivity network characteristics using fMRI and graph theoretical measures [J].
Braun, Urs ;
Plichta, Michael M. ;
Esslinger, Christine ;
Sauer, Carina ;
Haddad, Leila ;
Grimm, Oliver ;
Mier, Daniela ;
Mohnke, Sebastian ;
Heinz, Andreas ;
Erk, Susanne ;
Walter, Henrik ;
Seiferth, Nina ;
Kirsch, Peter ;
Meyer-Lindenberg, Andreas .
NEUROIMAGE, 2012, 59 (02) :1404-1412
[8]   White matter fiber tracts of the human brain:: Three-dimensional mapping at microscopic resolution, topography and intersubject variability [J].
Bürgel, U ;
Amunts, K ;
Hoemke, L ;
Mohlberg, H ;
Gilsbach, JM ;
Zilles, K .
NEUROIMAGE, 2006, 29 (04) :1092-1105
[9]  
Cercignani M, 2003, AM J NEURORADIOL, V24, P638
[10]   From diffusion tractography to quantitative white matter tract measures: a reproducibility study [J].
Ciccarelli, O ;
Parker, GJM ;
Toosy, AT ;
Wheeler-Kingshott, CAM ;
Barker, GJ ;
Boulby, PA ;
Miller, DH ;
Thompson, AJ .
NEUROIMAGE, 2003, 18 (02) :348-359