Multi-Shell Hybrid Diffusion Imaging (HYDI) at 7 Tesla in TgF344-AD Transgenic Alzheimer Rats

被引:15
|
作者
Daianu, Madelaine [1 ,2 ]
Jacobs, Russell E. [3 ]
Weitz, Tara M. [4 ]
Town, Terrence C. [4 ]
Thompson, Paul M. [1 ,2 ,5 ,6 ,7 ,8 ,9 ,10 ]
机构
[1] Univ So Calif, Mark & Mary Stevens Neuroimaging & Informat Inst, Imaging Genet Ctr, Marina Del Rey, CA 90292 USA
[2] Univ Calif Los Angeles, Sch Med, Dept Neurol, Los Angeles, CA 90024 USA
[3] CALTECH, Beckman Inst, Div Biol & Biol Engn, Pasadena, CA 91125 USA
[4] Univ So Calif, Zilkha Neurogenet Inst, Dept Physiol & Biophys, Los Angeles, CA USA
[5] Univ So Calif, Dept Neurol, Los Angeles, CA USA
[6] Univ So Calif, Dept Psychiat, Los Angeles, CA USA
[7] Univ So Calif, Dept Radiol, Los Angeles, CA USA
[8] Univ So Calif, Dept Engn, Los Angeles, CA USA
[9] Univ So Calif, Dept Pediat, Los Angeles, CA 90089 USA
[10] Univ So Calif, Dept Ophthalmol, Los Angeles, CA 90089 USA
来源
PLOS ONE | 2015年 / 10卷 / 12期
关键词
MRI TRACTOGRAPHY; AXON DIAMETER; BRAIN; DENSITY; DISEASE; HARDI;
D O I
10.1371/journal.pone.0145205
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Diffusion weighted imaging (DWI) is widely used to study microstructural characteristics of the brain. Diffusion tensor imaging (DTI) and high-angular resolution imaging (HARDI) are frequently used in radiology and neuroscience research but can be limited in describing the signal behavior in composite nerve fiber structures. Here, we developed and assessed the benefit of a comprehensive diffusion encoding scheme, known as hybrid diffusion imaging (HYDI), composed of 300 DWI volumes acquired at 7-Tesla with diffusion weightings at b = 1000, 3000, 4000, 8000 and 12000 s/mm(2) and applied it in transgenic Alzheimer rats (line TgF344-AD) that model the full clinico-pathological spectrum of the human disease. We studied and visualized the effects of the multiple concentric "shells" when computing three distinct anisotropy maps-fractional anisotropy (FA), generalized fractional anisotropy (GFA) and normalized quantitative anisotropy (NQA). We tested the added value of the multi-shell q-space sampling scheme, when reconstructing neural pathways using mathematical frameworks from DTI and q-ball imaging (QBI). We show a range of properties of HYDI, including lower apparent anisotropy when using high b-value shells in DTI-based reconstructions, and increases in apparent anisotropy in QBI-based reconstructions. Regardless of the reconstruction scheme, HYDI improves FA-, GFA- and NQA-aided tractography. HYDI may be valuable in human connectome projects and clinical research, as well as magnetic resonance research in experimental animals.
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页数:18
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