An Ex Vivo Imaging Pipeline for Producing High-Quality and High-Resolution Diffusion-Weighted Imaging Datasets

被引:177
作者
Dyrby, Tim B. [1 ,2 ,3 ]
Baare, William F. C. [1 ,4 ]
Alexander, Daniel C. [5 ]
Jelsing, Jacob [6 ,7 ]
Garde, Ellen [1 ]
Sogaard, Lise V. [1 ]
机构
[1] Univ Copenhagen, Hvidovre Hosp, Danish Res Ctr Magnet Resonance, DK-2650 Hvidovre, Denmark
[2] Rigshosp, Dept Neurol, Copenhagen Univ Hosp, Memory Disorders Res Grp, DK-2100 Copenhagen, Denmark
[3] Tech Univ Denmark, DTU Informat, Sect Cognit Syst, DK-2800 Lyngby, Denmark
[4] Ctr Integrated Mol Brain Imaging, Copenhagen, Denmark
[5] UCL, Dept Comp Sci, Ctr Med Image Comp, London, England
[6] Gubra, Frederiksberg C, Denmark
[7] Copenhagen Univ Hosp Bispebjerg, Res Lab Stereol & Neurosci, Copenhagen, Denmark
基金
英国工程与自然科学研究理事会;
关键词
cortical layers; crossing fibers; diffusion MRI; diffusion tensor imaging; hippocampus; tractography; validation; FIXED HUMAN BRAIN; WHITE-MATTER; FORMALIN-FIXATION; WATER DIFFUSION; CEREBRAL-CORTEX; MOUSE-BRAIN; SPHERICAL DECONVOLUTION; FIBER PATHWAYS; MRI; TRACTOGRAPHY;
D O I
10.1002/hbm.21043
中图分类号
Q189 [神经科学];
学科分类号
071006 [神经生物学];
摘要
Diffusion tensor (DT) imaging and related multifiber reconstruction algorithms allow the study of in vivo microstructure and, by means of tractography, structural connectivity. Although reconstruction algorithms are promising imaging tools, high-quality diffusion-weighted imaging (DWI) datasets for verification and validation of postprocessing and analysis methods are lacking. Clinical in vivo DWI is limited by, for example, physiological noise and low signal-to-noise ratio. Here, we performed a series of DWI measurements on postmortem pig brains, which resemble the human brain in neuroanatomical complexity, to establish an ex vivo imaging pipeline for generating high-quality DWI datasets. Perfusion fixation ensured that tissue characteristics were comparable to in vivo conditions. There were three main results: (i) heat conduction and unstable tissue mechanics accounted for time-varying artefacts in the DWI dataset, which were present for up to 15 h after positioning brain tissue in the scanner; (ii) using fitted DT, q-ball, and persistent angular structure magnetic resonance imaging algorithms, any b-value between similar to 2,000 and similar to 8,000 s/mm(2), with an optimal value around 4,000 s/mm(2), allowed for consistent reconstruction of fiber directions; (iii) diffusivity measures in the postmortem brain tissue were stable over a 3-year period. On the basis of these results, we established an optimized ex vivo pipeline for high-quality and high-resolution DWI. The pipeline produces DWI data sets with a high level of tissue structure detail showing for example two parallel horizontal rims in the cerebral cortex and multiple rims in the hippocampus. We conclude that high-quality ex vivo DWI can be used to validate fiber reconstruction algorithms and to complement histological studies. Hum Brain Mapp 32:544-563, 2011. (C) 2010 Wiley-Liss, Inc.
引用
收藏
页码:544 / 563
页数:20
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