A reliability assessment of constrained spherical deconvolution-based diffusion-weighted magnetic resonance imaging in individuals with chronic stroke

被引:12
|
作者
Snow, Nicholas J. [1 ]
Peters, Sue [1 ]
Borich, Michael R. [2 ]
Shirzad, Navid [3 ]
Auriat, Angela M. [1 ]
Hayward, Kathryn S. [1 ,4 ]
Boyd, Lara A. [1 ,5 ]
机构
[1] Univ British Columbia, Fac Med, Grad Program Rehabil Sci, Vancouver, BC V6T 1Z3, Canada
[2] Emory Univ, Sch Med, Div Phys Therapy, Atlanta, GA USA
[3] Univ British Columbia, Biomed Engn Grad Program, Fac Sci Appl, Vancouver, BC V6T 1Z3, Canada
[4] Univ Melbourne, Florey Inst Neurosci & Mental Hlth, Melbourne, Vic, Australia
[5] Univ British Columbia, Fac Med, Grad Program Neurosci, Vancouver, BC V6T 1Z3, Canada
基金
加拿大健康研究院; 加拿大自然科学与工程研究理事会;
关键词
Diffusion-weighted magnetic resonance imaging; Constrained spherical deconvolution; Stroke; Reliability; Intra-class correlation coefficient; CORTICOSPINAL TRACT INTEGRITY; MATTER FIBER TRACTOGRAPHY; WHITE-MATTER; MOTOR SKILL; CORPUS-CALLOSUM; LESION VOLUME; TENSOR; BRAIN; PATHWAYS; TRACKING;
D O I
10.1016/j.jneumeth.2015.09.025
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background: Diffusion-weighted magnetic resonance imaging (DW-MRI) is commonly used to assess white matter properties after stroke. Novel work is utilizing constrained spherical deconvolution (CSD) to estimate complex intra-voxel fiber architecture unaccounted for with tensor-based fiber tractography. However, the reliability of CSD-based tractography has not been established in people with chronic stroke. New method: Establishing the reliability of CSD-based DW-MRI in chronic stroke. High-resolution DW-MRI was performed in ten adults with chronic stroke during two separate sessions. Deterministic region of interest-based fiber tractography using CSD was performed by two raters. Mean fractional anisotropy (FA), apparent diffusion coefficient (ADC), tract number, and tract volume were extracted from reconstructed fiber pathways in the corticospinal tract (CST) and superior longitudinal fasciculus (SLF). Callosal fiber pathways connecting the primary motor cortices were also evaluated. Inter-rater and test-retest reliability were determined by intra-class correlation coefficients (ICCs). Results: ICCs revealed excellent reliability for FA and ADC in ipsilesional (0.86-1.00; p < 0.05) and contralesional hemispheres (0.94-1.00; p < 0.0001), for CST and SLF fibers; and excellent reliability for all metrics in callosal fibers (0.85-1.00; p < 0.05). ICC ranged from poor to excellent for tract number and tract volume in ipsilesional (-0.11 to 0.92; p <= 0.57) and contralesional hemispheres (-0.27 to 0.93; p <= 0.64), for CST and SLF fibers. Comparison with existing method: Like other select DW-MRI approaches, CSD-based tractography is a reliable approach to evaluate FA and ADC in major white matter pathways, in chronic stroke. Conclusion: Future work should address the reproducibility and utility of CSD-based metrics of tract number and tract volume. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:109 / 120
页数:12
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