Luke Xie1, Vivian Lee1, Russell Dibb2, Yi Qi2, Nian Wang3, G. Allan Johnson2, and Chunlei Liu3
1Radiology, University of Utah, Salt Lake City, UT, United States, 2Center for In Vivo Microscopy, Radiology, Duke University Medical Center, Durham, NC, United States, 3Brain Imaging Analysis Center, Radiology, Duke University Medical Center, Durham, NC, United States
Synopsis
Diffusion tensor imaging (DTI)
and susceptibility tensor imaging (STI) can assess the integrity of the nephron
where STI provides additional molecular information. STI has demonstrated sensitivity
to changes in kidney disease models. The source of susceptibility anisotropy is hypothesized
to be the organized tubules, basement membrane, and the organized lipids. Ischemia reperfusion is one particular disease model
with well known cellular disorganization in specific nephron segments. In the
present study, we applied STI in a model of ischemia perfusion to demonstrate
changes in susceptibility anisotropy and to provide additional evidence that
the cellular organization is a major contributor.Introduction
The nephron structure and
epithelial organization are essential for kidney function. Diffusion tensor
imaging (DTI) and susceptibility tensor imaging (STI) can assess the integrity
of the nephron where STI provides additional molecular information (1,2). STI has demonstrated sensitivity to changes in kidney disease models (3). The source of susceptibility anisotropy is hypothesized
to be the organized tubules, basement membrane, and the organized lipids
(2). Here, susceptibility was found to be most diamagnetic
when tubules were parallel with the magnetic field, suggesting that a
diamagnetic material points along the tubular long axis. Ischemia reperfusion
is one particular disease model with well known cellular and lipid
disorganization in specific nephron segments (4). In these cells, the microvilli, basolateral
infoldings, and mitochondria become disorganized and swollen (Fig. 1). In the
present study, we applied STI in a model of ischemia perfusion to demonstrate
changes in susceptibility anisotropy and to provide additional evidence that
the cellular organization is a major contributor.
Methods
Male C57Bl/6 mice (14 weeks) were
used for ischemia reperfusion (n=6 control, n=6 ischemic reperfused). The right
kidney was excised while the left renal pedicle was clamped (45 min). No
surgery was performed on the control animals. Animals were perfusion fixed 14
days after surgical completion. Kidneys were immersion enhanced with 2.5 mM
ProHance to decrease T1 and improve SNR.
Imaging was performed in a
vertical bore 9.4T Oxford magnet (Agilent Direct Drive console). The specimen
was placed in a sphere to facilitate multiple orientations for STI. The holder
was placed in a high Q loop gap resonator. STI data were acquired using 3D
multi-echo gradient echo sequence (12 directions total). DTI data were acquired
using a 3D diffusion-weighted spin echo sequence. One b0 image and
12 diffusion weighted (1500 s/mm2) images were acquired at 55×55×55
μm3.
Registered phase images were
used to solve the 6 independent elements of the susceptibility tensor (χ11,
χ12, χ13, χ22,
χ23, and χ33) following (5). Eigenvalue decomposition was performed on the tensor
to define the principal susceptibilities and eigenvectors. Anisotropy was measured
using a susceptibility index, SI=(x1-x3+y)/x, where x1-x3 is a direct measure
of susceptibility anisotropy, y is adjustable parameter, and x is the mean
susceptibility (6). Tractography was performed on major diamagnetic
eigenvector, seeded by mask images, and filtered by renal regions and track
lengths (TrackVis). Angle threshold was 30°. DTI fractional anisotropy (FA) and
STI susceptibility index (SI) were set a threshold of 0.2 to 0.9.
Results
DTI and STI in normal and
ischemic reperfused kidneys are shown in Fig. 2. Size and shape changes are
noticeable in the ischemic reperfused kidneys. DTI revealed some reduced
anisotropy and tractography in the inner medulla. STI demonstrated a greater
reduction in anisotropy and tractography in the same region (indicated by green
arrows in Fig. 2). Anisotropy was measured in specific regions of the kidney
(cortex, outer medulla, and inner medulla) and compared between DTI and STI
(Table 1). The difference in anisotropy between normal and ischemic reperfused
kidneys was greater in STI compared to DTI (Table 1). The anisotropy reduction
was as great as 0.13 (38% reduction) with STI and 0.06 (21% reduction) with DTI.
In the cortex, STI revealed an anisotropy change of 0.06 (32% reduction) while
DTI showed a change of 0.01 (9% reduction).
Discussion and Conclusion
In this study, we selected a
kidney disease model with well-characterized cellular injuries. These include mitochondrial
and cell swelling, most evident in the proximal tubules of the cortex (4). Here, microvilli are very long at the brush border and
can have the greatest amount of lipid organization. If disrupted, the cellular
components can greatly affect the anisotropy detected with STI. We found that
one of the greatest reductions of susceptibility anisotropy was in the cortex
of the kidney. Considering that the cortex consists of mostly tortuous nephron
segments, the reduction in anisotropy is significant. Susceptibility anisotropy
change was greatest in the inner medulla where nephron segments are most
straight and coherent. Consequently, the presence of diffusion anisotropy and
performance of DTI tractography demonstrate that the tubular segments are
mostly intact. This provides additional evidence that the source of
susceptibility anisotropy originates from the cellular structures in the renal epithelia.
STI can be very sensitive in detecting nephron cells and walls, while DTI is
mostly limited to the anisotropic water diffusion inside the tubules. In
conclusion, we demonstrated that the susceptibility anisotropy in coherent
tubules of diseased kidneys is considerably reduced, while diffusion anisotropy
remains similar. STI offers a method in detecting renal diseases with subtle
microstructural damages.
Acknowledgements
No acknowledgement found.References
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