James Timothy Grist1, Christian Mariager2, and Christoffer Laustsen2
1University of Birmingham, Birmingham, United Kingdom, 2Aarhus University, Aarhus, Denmark
Synopsis
Hyperpoalrized 13C urea T2 relaxometry has been previously used to assess the diabetic and ischemic kidney. In this study we utilise a novel fitting method (Laplacian) to visualise the extent of damage, through a reduction in bi-exponential relaxation behaviour, in a rodent model of renal ischemia.
This opens up a number of potential pre-clinical and clinical uses of hyperpoalrized 13C urea imaging providing a novel, and useful, readout of renal ischemia.
Introduction
Hyperpolarized MRI is a powerful
clinical technique to probe dynamic metabolism(1). Beyond imaging metabolism, other
tracers have been developed to map pH and redox status(2). 13C Urea has been
previously used to image renal tissue distribution and perfusion, with results
showing alterations in the renal system due to renal dysfunction (3).
T2
relaxation mapping, have previously been utilized to differentiate between various
functional and disease states (4–6). T2 relaxation mapping is
commonly performed using either single or bi-exponential fitting processes,
however the selection of the most appropriate number of components is often
pre-determined before processing begins. In this study we utilize Laplacian
fitting to determine the optimal number of relaxation components in the healthy
and ischemic kidneys, revealing significant alterations in the relaxation
behaviour of 13C,15N2-urea due to ischemic
injury.Methods
Six male Wistar rats (Taconic, Ry, DK)
were included in the study. All rats were subjected to unilateral renal
ischemia by clamping the left renal artery with a non- traumatic clamp for
40min and a reperfusion period of 24h, similar to a previously reported
procedure(7). Immediately after the scan session, the
animals were killed under the anaesthesia. Temperature and respiration was
monitored during both the surgical procedure and the MRI scan session.
Hyperpoalrization
Hyperpolarized 145mM urea samples were
prepared by adding 200mL [13C,15N2]urea
(Sigma-Aldrich, Broendby,DK), glycerol (Sigma-Aldrich, Broendby, DK) and
AH111501 (GE Healthcare, Broendby, DK) (6.4M concentration) mixed ratio
(0.30:0.68:0.02, respectively) to a fluidpath (GE Healthcare, Broendby, DK) and
placing it in the 5T SPINlab polarizer (GE Healthcare, Broendby, DK). Samples
were polarized for 2 hours and then rapidly dissolved and transferred to the
rats placed in a 9.4T preclinical MR scanner (Agilent, UK) equipped with a 1H/13C
dual-tuned volume coil (Doty scientific, Columbia, SC). Injection volume was
approximately 1.0mL.
13C T2 MRI
Hyperpolarized 13C-urea T2
mapping was performed with single shot 2D golden-angle radial fast spin echo
(repetition time = 3000 ms, echo time (TE) = 4.6 ms, ∆TE=36.8 ms, field of view
= 70x70mm2, matrix = 64x64
flip angle 90/180 degrees for the slice selective excitation/refocusing
pulses, 10mm slice thickness(6)). Reconstruction of the radial data
was performed in Gadgetron.
Relaxometry processing
Laplacian fitting was performed on
experimental data using a regularized least-squares approach in Matlab with no
prior assumptions on the initial relaxation distribution, constrained between 1
and 2000ms (8).
In vivo fitting
was halted when either the Chi2 of the time domain fit was greater
than 98%, or an iteration limit was reached. If Chi2 was not above
98% after reaching the iteration limit, data were discarded.
Regions of interest
Regions of interest were drawn in
Matlab to segment the whole kidney in the axial plane, to produce IRI and
healthy kidney masks.
Statistical analysis
The relaxation pool distribution was
determined using an automated Gaussian fit to each relaxation peak, assessing
for mono- and bi- exponential behaviour in each voxel. The percentage of voxels
in an IRI or healthy mask exhibiting a mono- and bi- exponential decay was
calculated over all subjects and averaged.
Differences in the % of mono-, and bi-
exponential voxels between healthy and IRI kidneys was assessed using a paired
t-test, assuming significance at p<0.05. Results
Laplacian
fitting reveals multi-exponential relaxation of hyperpolarized urea in the IRI
and healthy kidney.
Imaging was successful in all rats,
with example 1H and 13C imaging data shown in figure 1 A
and B, respectively. Fitting results showed a number of relaxation pools in
both the healthy and IRI kidney, resulting in multi-exponential behavior. An
example fit showing a comparison of single and Laplacian fitting in a healthy
kidney voxel is shown in figure 2 with Chi2 for single exponential
and Laplacian are 0.58 and 0.99 respectively.
AKI
causes a decrease in bi-exponential behavior in the injured renal system.
There was a marked difference in the
number of mono- and bi-exponential pools between the IRI and healthy kidneys
(14 ± 10% vs 4 ± 2%, 85 ± 10% vs 95 ± 3%, respectively, p < 0.05) with a
visual injury seen in the IRI kidney pools map (see figure 3 A, B, and C for
imaging and D for pool size results). There was a significant difference
between the healthy and IRI long relaxation components (664 ± 52 ms vs 303 ± 27
ms, respectively, p < 0.001) but not the short components (139 ± 23 ms vs
101 ± 57 ms, respectively, p > 0.05).Discussiom
This study has shown the power of hyperpolarized
13C,15N2-urea and multi-exponential fitting in
the visualization and quantification in a rodent model of acute kidney injury.
Results showed a significant increase in monoexponential relaxation induced by
ischemia, with a subsequent decrease in the long relaxation component also
observed. These results provide evidence for the use of hyperpolarized
relaxation mapping for the diagnosis and further understanding of acute kidney
injury.Acknowledgements
The authors would like to thank the Little Princess Trust and the Lundbeck foundation for funding this work. References
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