SSF AM13-0090 (Multidimensional diffusion MRI)

Szczepankiewicz F, Lasič S, van Westen D, Sundgren PC, Englund E, Westin C-F, Ståhlberg F, Lätt J, Topgaard D, Nilsson M. Quantification of microscopic diffusion anisotropy disentangles effects of orientation dispersion from microstructure: applications in healthy volunteers and in brain tumors. Neuroimage. 2015;104 :241-52.Abstract
The anisotropy of water diffusion in brain tissue is affected by both disease and development. This change can be detected using diffusion MRI and is often quantified by the fractional anisotropy (FA) derived from diffusion tensor imaging (DTI). Although FA is sensitive to anisotropic cell structures, such as axons, it is also sensitive to their orientation dispersion. This is a major limitation to the use of FA as a biomarker for "tissue integrity", especially in regions of complex microarchitecture. In this work, we seek to circumvent this limitation by disentangling the effects of microscopic diffusion anisotropy from the orientation dispersion. The microscopic fractional anisotropy (μFA) and the order parameter (OP) were calculated from the contrast between signal prepared with directional and isotropic diffusion encoding, where the latter was achieved by magic angle spinning of the q-vector (qMAS). These parameters were quantified in healthy volunteers and in two patients; one patient with meningioma and one with glioblastoma. Finally, we used simulations to elucidate the relation between FA and μFA in various micro-architectures. Generally, μFA was high in the white matter and low in the gray matter. In the white matter, the largest differences between μFA and FA were found in crossing white matter and in interfaces between large white matter tracts, where μFA was high while FA was low. Both tumor types exhibited a low FA, in contrast to the μFA which was high in the meningioma and low in the glioblastoma, indicating that the meningioma contained disordered anisotropic structures, while the glioblastoma did not. This interpretation was confirmed by histological examination. We conclude that FA from DTI reflects both the amount of diffusion anisotropy and orientation dispersion. We suggest that the μFA and OP may complement FA by independently quantifying the microscopic anisotropy and the level of orientation coherence.
Ofer Pasternak

Dr. Ofer Pasternak

Assistant Professor in Psychiatry and Radiology

Ofer graduated from the Interdisciplinary Program for Outstanding Students at Tel-Aviv University, Israel, where he obtained his B.Sc and PhD in computer science. For his PhD research, he worked on analysis and acquisition of Diffusion MRI, aiming at increasing the imaging information obtained for complex brain architecture. … Read more about Ofer Pasternak

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Carl-Fredrik Westin

Dr. Carl-Fredrik Westin

Director, Laboratory for Mathematics in Imaging
Professor of Radiology, Harvard Medical School

Carl-Fredrik (C-F) Westin is the founding director of the Laboratory of Mathematics in Imaging (LMI, http://, and he is Professor of… Read more about Carl-Fredrik Westin

Harvard Medical School, Brigham and Women's Hospital
Department of Radiology, 1249 Boylston Street, Boston, MA 02215
p: (+1) 617-525-6209