Takayuki Obata1, Jeff Kershaw2, Yasuhiko Tachibana1, Youichiro Abe3, Sayaka Shibata2, Yoko Ikoma2, Hiroshi Kawaguchi4, Ichio Aoki2, and Masato Yasui3
1Applied MRI Research, National Institute of Radiological Sciences, Chiba, Japan, 2Molecular Imaging Center, National Institute of Radiological Sciences, Chiba, Japan, 3Department of Pharmacology, Keio University, Tokyo, Japan, 4Human Informatics Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan
Synopsis
We performed multi-b and multi-diffusion-time
DWI on aquaporin-4-expressing and non-expressing cells, and demonstrated a clear
difference between the signals from the two cell types. The data was
interpreted with a two-compartment model including inter-compartmental
exchange. It was also assumed that restricted diffusion of water molecules
inside the cells leads to the intracellular diffusion coefficient being
inversely proportional to the diffusion-time. Estimates of the water-exchange
times with this model were comparable with those measured using an independent
optical imaging technique, which suggests that this method might be used to
characterize cell-membrane water permeability. As the technique can be applied in routine clinical
examination, it has the potential to improve clinical diagnosis.Introduction
The effect of cell-membrane water permeability on DWI
has been discussed (1). To measure the effect quantitatively, we performed multi-b and multi-diffusion-time (MbMTd) DWI on aquaporin-4-expressing (AQ) and non-expressing (noAQ) cells, and
demonstrated a clear difference between the signals from the two cell types.
The data was interpreted with a two-compartment model including
inter-compartmental exchange. It was also assumed that restricted diffusion
of water molecules inside the cells leads to the intracellular diffusion
coefficient being inversely proportional to the diffusion-time. Estimates of
the water-exchange times with this model were comparable with those measured
using an independent optical imaging technique (2), which suggests that this method
might be used to characterize cell-membrane water permeability. As the technique can be applied
in routine clinical examination, it has the potential to improve clinical
diagnosis.
Methods
A 7T animal MRI (Kobelco and Bruker,
Japan) system was used for this experiment. Two types of cells (noAQ and AQ)
suspended in PBS were set in the gantry. MbMTd DWI was obtained using a
pulsed-gradient spin-echo (PGSE) sequence with multi-shot EPI acquisition (TR =
3s, TE = 115ms, matrix size = 128x128, spatial resolution = 0.2×0.2mm, and
slice thickness = 2mm). The interval between the diffusion gradient lobes (Δ) were
set at 40, 70, and 100ms to change the diffusion time (represented by
Tdscan = Δ - δ/3) while keeping TE constant. The diffusion gradient
duration (δ) was fixed at 7ms for all experiments. For each
Tdscan, the b-value was increased from 0 to 8000 s/mm2 in 14
steps by increasing the gradient amplitude. Karger model (3-5), which is a simple two compartment model with inter-compartmental compound exchange, was used for the initial analysis of the data. Based on these results it was further assumed that
Tdscan is
sufficiently long that the diffusion coefficient in the extracellular space (
Dex) is approximately constant while that in the
intracellular space (
Din) is inversely proportional to the diffusion time (6-7), and the data was analyzed again using a Td-independent
Dex and
a/Tdscan^c instead of a constant
Din (Fig. 1). The parameter
a has dimensions of length squared, while
c is a
parameter inserted to test the assumption that
Din is inversely proportional to
Tdscan.
Results and Discussion
Separate apparent diffusion coefficient
(ADC) maps were calculated for the low- (b=0-1500 s/mm2) and high-b
(b=4000-8000 s/mm2) ranges using single-exponential fitting to the images
acquired with Δ=100ms (Fig. 2). The low-b range ADC map appears to depend on
depth, while the high-b range ADC map is more sensitive to differences in AQP4
expression. The mean b-value dependent signal changes from ROIs drawn midway
down the cell cultures are compared in Fig. 3. The fitted curves are consistent with the observed data across all values of
Tdscan (Fig. 3). The
exchange times (
tie) for the noAQ and AQ cells were 88.9+-2.2ms and 62.7+-2.9 ms,
respectively. These values are compatible with those obtained
with optical imaging (2). The parameter
c was estimated to be 0.985+-0.003 for noAQ and 1.01+-0.00 for AQ, respectively. The
fact that the estimated values of
c for both the noAQ and AQ cells were almost
1 is consistent with our assumption about the intracellular diffusion coefficient. All estimates are summarized in Table 2.
Acknowledgements
This work was partially
supported by the KAKENHI grant (15H04910) and grants from the Japanese Ministry
of Education, Culture, Sports, Science.References
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