Shuhei Shibukawa1, Tetsu Niwa2, Tosiaki Miyati3, Misaki Saito4, Tetsuo Ogino5, Daisuke Yoshimaru6, and Kagayaki Kuroda7
1Tokai university hospital, Kanagawa, Japan, 2Tokai University School of Medicine, Isehara, Japan, 3Kanazawa University, Kanazawa, Japan, 4Tokai university hospital, Isehara, Japan, 5Philips Japan, Tokyo, Japan, 6RIKEN Center for Brain Science, saitama, Japan, 7Course of Electrical and Electronic Engineering, Graduate School of Engineering, Tokai University, Isehara, Japan
Synopsis
The
intraventricular cerebrospinal fluid (CSF) temperature calculated from the
diffusion coefficient is affected by the CSF pulsation. Therefore, we
investigated the second-order motion compensation DTI (2nd-MC DTI) in
consideration of fractional anisotropy (FA) for the CSF to the determination of
the intraventricular temperature to improve that accuracy.
The measurement
of the intraventricular temperature with 2nd-MC DTI showed the least SD and can
be more accurately estimated than conventional DTI.
INTRODUCTION
Intraventricular temperature can be estimated
by measuring the diffusion coefficient in the ventricular CSF 1. However,
there is a drawback that the CSF pulsation and flow cause an error in the
estimation of the intraventricular temperature. To overcome this limitation, we
come up with using second order motion compensation (2nd-MC) diffusion
tensor imaging (DTI) for intraventricular temperature measurement. On the other
hand, the difference of the diffusion coefficient is known in the ventricles
among each motion-proving-gradient (MPG) direction in DTI 2. Thus,
we propose the calculation of intraventricular temperature considering the
fractional anisotropy (FA) of the CSF. The purpose of this study was to
investigate whether applying the 2nd-MC DTI with FA processing improves
the determination of the intraventricular temperature, compared with
conventional-DTI (c-DTI).METHODS
The
temperature dependence of FA was investigated to determine the threshold of FA processing. The
phantom was scanned with a 3.0 T MR system (Ingenia R5.6; Philips Healthcare,
Best, the Netherlands). A bottle as the phantom was filled with artificial CSF (R&D SYSTEMS). The phantom was heated to 40 degrees C in a thermostatic water bath (NTT-20S, Eyela), and
then cooled down to approximately 30 degrees C. During the cooling process the
sample temperature was monitored by fluorescent fiberoptic thermometer while
scanning with 2nd-MC DTI.
Ten subjects were examined at a 3.0 T MR system. We evaluated
the accuracy of the measurement of the intraventricular temperature between c-DTI
and 2nd-MC DTI (Fig.1). Each DTI of whole brain was obtained. We
performed two-dimensional single-shot echo-planar imaging (EPI) DTI with the
following parameters: TR, 8000 ms; TE, 119 ms; flip angle, 90 degrees; field of
view, 220 × 220 mm2; matrix,128 × 128; slice thickness, 4.0 mm;
number of slices, 30; EPI factor, 51; diffusion-encoding directions, 15;
sensitivity encoding factor, 3; and scan time, 2 min 24 sec. To measure the
diffusion coefficient of the CSF, the optimal b value (i.e., 400 s/mm2)
based on the literature 3,4 was used. Diffusion coefficient was
calculated from the signal intensity of DTI in the all ventricles, and then FA
map was analyzed. Since CSF was considered to be free water isotropic
diffusion, the calculated pixel values were excluded from the intraventricular
temperature map if the FA value exceeded the threshold determined from the
phantom study. After FA processing, intraventricular temperature map was
generated from diffusion coefficient. The differences for the intraventricular
temperature and standard division (SD) in the whole ventricles were assessed
using Friedman test and a post-hoc test among each method, i.e., (1)c-DTI, (2)c-DTI
with FA processing, (3) 2nd-MC DTI, (4) 2nd-MC DTI with
FA processing. RESULTS and DISCUSSION
In
the phantom study, FA of the artificial CSF and distilled water were not
affected by temperature variation. Since no FA larger than 0.1 were measured,
the threshold for the FA processing was determined to be 0.1.
Examples of intraventricular temperature maps on whole brain in
two methods with FA processing are shown in Fig.2. The intraventricular maps of
2nd-MC DTI with FA processing showed higher uniformity. While some pixels
around the foramen of Monro have been removed by FA processing, the intraventricular
temperature map of c-DTI with FA processing still showed un-uniformity .
The Friedman tests demonstrated significant differences for
both the intraventricular temperature and SD in the whole ventricles (Figs.3,
4). The intraventricular temperatures for both DTI with FA processing
significantly lower than those without FA processing on the post-hoc test. This
result suggests that FA processing allowed the correction for overestimation of
diffusion coefficient due to CSF pulsation. The 2nd-MC DTI with FA
processing had a significantly smaller SD compared with c-DTI and c-DTI with FA
processing on the post-hoc test. Small SD estimation is of great importance as
a robust measurement. Since the third ventricle is known to have a to-and-fro
motion5, the CSF flow is expected to have not only simple laminar
flow but also turbulence. The temperature elimination in
turbulent flow is impossible with the use of 2nd-MC DTI alone. Combining
2nd-MC DTI and FA processing is assumed to be an optimal method to
improve accuracy.CONCLUSION
The 2nd-MC DTI with FA
processing may improve the accuracy to determine the intraventricular
temperature in whole brain, compared with c-DTI.Acknowledgements
No acknowledgement found.References
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Tofts PS, et al. Magn Reson Med. 2008;59:190-5.
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