Test-retest reliability of high angular resolution diffusion imaging acquisition within medial temporal lobe connections assessed via tract based spatial statistics, probabilistic tractography and a novel graph theory metric

被引:10
|
作者
Kuhn, T. [1 ]
Gullett, J. M. [1 ,9 ]
Nguyen, P. [1 ]
Boutzoukas, A. E. [1 ]
Ford, A. [6 ,9 ]
Colon-Perez, L. M. [8 ]
Triplett, W. [3 ]
Carney, P. R. [4 ,5 ,6 ,7 ]
Mareci, T. H. [2 ]
Price, C. C. [1 ]
Bauer, R. M. [1 ,9 ]
机构
[1] Univ Florida, Dept Clin & Hlth Psychol, POB 100165, Gainesville, FL 32610 USA
[2] Univ Florida, Dept Biochem & Mol Biol, Gainesville, FL 32610 USA
[3] Univ Florida, Dept Phys Therapy, Gainesville, FL 32610 USA
[4] Univ Florida, Dept Pediat, Gainesville, FL 32610 USA
[5] Univ Florida, Dept Neurol, Gainesville, FL 32610 USA
[6] Univ Florida, Dept Neurosci, Gainesville, FL 32610 USA
[7] Univ Florida, Dept J Crayton Pruitt Family, Dept Biomed Engn, Gainesville, FL 32610 USA
[8] Univ Florida, Dept Phys, Gainesville, FL 32610 USA
[9] Malcolm Randall VA Ctr, Dept VA Brain Rehabil Res Ctr, Gainesville, FL USA
关键词
Diffusion weighted imaging; MRI data acquisition reliability; Streamline tractography; Probabilistic tractography; Tract based spatial statistics; Structural neuroimaging; TO-NOISE RATIO; WHITE-MATTER; HUMAN BRAIN; IN-VIVO; FRACTIONAL ANISOTROPY; WEIGHTED MRI; TENSOR; REPRODUCIBILITY; CORTEX; ROBUST;
D O I
10.1007/s11682-015-9425-1
中图分类号
R445 [影像诊断学];
学科分类号
100207 ;
摘要
This study examined the reliability of high angular resolution diffusion tensor imaging (HARDI) data collected on a single individual across several sessions using the same scanner. HARDI data was acquired for one healthy adult male at the same time of day on ten separate days across a one-month period. Environmental factors (e.g. temperature) were controlled across scanning sessions. Tract Based Spatial Statistics (TBSS) was used to assess session-to-session variability in measures of diffusion, fractional anisotropy (FA) and mean diffusivity (MD). To address reliability within specific structures of the medial temporal lobe (MTL; the focus of an ongoing investigation), probabilistic tractography segmented the Entorhinal cortex (ERc) based on connections with Hippocampus (HC), Perirhinal (PRc) and Parahippocampal (PHc) cortices. Streamline tractography generated edge weight (EW) metrics for the aforementioned ERc connections and, as comparison regions, connections between left and right rostral and caudal anterior cingulate cortex (ACC). Coefficients of variation (CoV) were derived for the surface area and volumes of these ERc connectivity-defined regions (CDR) and for EW across all ten scans, expecting that scan-to-scan reliability would yield low CoVs. TBSS revealed no significant variation in FA or MD across scanning sessions. Probabilistic tractography successfully reproduced histologically-verified adjacent medial temporal lobe circuits. Tractography-derived metrics displayed larger ranges of scanner-to-scanner variability. Connections involving HC displayed greater variability than metrics of connection between other investigated regions. By confirming the test retest reliability of HARDI data acquisition, support for the validity of significant results derived from diffusion data can be obtained.
引用
收藏
页码:533 / 547
页数:15
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  • [1] Test-retest reliability of high angular resolution diffusion imaging acquisition within medial temporal lobe connections assessed via tract based spatial statistics, probabilistic tractography and a novel graph theory metric
    T. Kuhn
    J. M. Gullett
    P. Nguyen
    A. E. Boutzoukas
    A. Ford
    L. M. Colon-Perez
    W. Triplett
    P. R. Carney
    T. H. Mareci
    C. C. Price
    R. M. Bauer
    [J]. Brain Imaging and Behavior, 2016, 10 : 533 - 547