Between session reproducibility and between subject variability of diffusion MR and tractography measures

被引:206
作者
Heiervang, E.
Behrens, T. E. J.
Mackay, C. E.
Robson, M. D.
Johansen-Berg, H.
机构
[1] Univ Oxford, John Radcliffe Hosp, Ctr Funct Magnet Resonance Imaging Brain, Oxford OX3 9DU, England
[2] Haukeland Hosp, Dept Child & Adolescent Mental Hlth, N-5021 Bergen, Norway
[3] Univ Oxford, John Radcliffe Hosp, Clin Magnet Resonance Res, Oxford OX3 9DU, England
基金
英国惠康基金; 英国医学研究理事会;
关键词
D O I
10.1016/j.neuroimage.2006.07.037
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
As diffusion tractography is increasingly used to generate quantitative measures to address clinical questions, it is important to characterise the inter-session reproducibility and inter-subject variability of these measures. Here, we assess the reproducibility and variability of diffusion tractography measures using diffusion data from 8 subjects scanned 3 times. We used probabilistic tractography to define the cingulum bundle, pyramidal tracts, optic radiations and germ of the corpus callosum in each individual data set using three different methods of seed definition. Measures of mean fractional anisotropy (FA) and mean diffusivity (MD) along the tracts were more reproducible than measures of tract volume. Further, tracts defined using a two region of interest (ROI) approach were more reproducible than those defined using manually placed seed masks alone. For mean FA taken from tracts defined using the two ROI approach, inter-session coefficients of variation (CV) were all below 5% and inter-subject CVs were below 10%; for mean MD inter-session, CVs were all below 3% and inter-subject CVs were below 8%. We use the variability measures found here to calculate the sample sizes required to detect changes in FA, MD or tract volume of a given size, either between groups of subjects or within subjects over time. Finally, we compare tractography results using 60 diffusion encoding directions to those found using a subset of 12 directions; the number of diffusion directions did not have a significant effect on reproducibility, but tracts derived using fewer directions were consistently smaller than those derived using 60 direction data. We suggest that 12 direction data are sufficient for reproducibly defining the core of large bundles but may be less sensitive to smaller pathways. (c) 2006 Elsevier Inc. All rights reserved.
引用
收藏
页码:867 / 877
页数:11
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