Edwin J. Baldelomar1, Jennifer R. Charlton2, and Kevin M. Bennett3
1Physics, University of Hawaii at Manoa, HONOLULU, HI, United States, 2Pediatrics, University of Virginia, Charlottesville, VA, United States, 3Biology, University of Hawaii at Manoa, Honolulu, HI, United States
Synopsis
Nephron
endowment is a strong predictor for renal health and nephron loss is a hallmark
of early development of chronic kidney disease, but there are no techniques to
measure nephron endowment in vivo. Here, we performed CFE-MRI in rats and mice
to determine the limits of in vivo measurements of nephron endowment in vivo.
We correlated in vivo measurements with measurements from ex vivo, high-resolution images of same kidneys. This work lays the
foundation for consistent and accurate whole kidney glomerular number and size
measurements in the mouse and rat kidney, in vivo.
Background
Kidney
disease is a rapidly growing epidemic affecting a significant percent of the
population in both cause of death and cause of disability1. Nephron endowment is a strong
predictor for renal health and nephron loss is a hallmark of early development
of chronic kidney disease, but there are no techniques to measure nephron
endowment in vivo. A recently developed method using cationic ferritin enhanced
MRI (CFE-MRI) has revealed the ability of measuring whole kidney nephron
endowment in the live rat2. However, many genetic models of human renal disease have
been developed in the mouse, which represents a more challenging problem in
imaging due to the size of the glomeruli ( ~80um) and image sensitivity and
motion. Here, we performed CFE-MRI in rats and mice to determine the limits of
in vivo measurements of nephron endowment in vivo. We correlated in vivo
measurements with measurements from ex vivo,
high-resolution images of same kidneys. Methods
Hardware - Custom TxRx RF probes with
differing coil diameters were created for each species (26mm for rats and 16mm
for mice) to optimize single kidney imaging and reduce coverage over other
tissue. In vivo MRI - Adult male
Sprague-Dawley rats (Charles River, 200-300g, n = 4) and adult male C57Bl/6
mice (Charles River, 20-26g, n=1) received IV injections of CF (Sigma Aldrich)
at 90-minute intervals. Varying amounts of CF was administered to test contrast
against background. CF was given at a dose of 19.2 mg/kg/injection and for rats
in 3 (n=3) and 4 (n=1) total injections and 28.8 mg/kg/injection for mice with
3 total injections. Ninety minutes after the final injection, animals were
sedated and in vivo MRI was performed
on a Bruker ClinScan 7T/30 MRI (Bruker). The RF probe was positioned over the
right kidney (Fig. 1, A-B). Breathing was
monitored and gated for imaging. A susceptibility weighted imaging 3(SWI) protocol was used and comprising
a T2*-weighted 3D gradient recalled echo (GRE) sequence (Rats: TE/TR = 14/70; Flip Angle (FA) = 25 degrees; resolution =
70.2 x 70.2 x 140 μm3| Mice:
TE/TR = 14/70; FA = 30 degrees; resolution = 47 x 47 x 100 μm3). with
flow compensation in the readout direction. After in vivo imaging, kidneys were resected and stored in 2%
gluteraldehyde in 0.1M sodium cacodylate for high-resolution ex vivo MRI. Ex vivo MRI - For ex vivo
imaging, kidneys were imaged with a high-resolution SWI protocol composed of a
T2* weighted, 3D-GRE sequence (TE/TR = 20/80; FA = 30; resolution(Rats) = 50.8
x 50.8 x 90 μm3;
resolution(Mice) = 45 x 45 x 70 μm3).
Image processing - Custom software was created in
MATLAB (The Mathworks) based on a previously published algorithms to identify
and measure glomeruli in 3D MRI data sets for both in vivo and ex vivo images2,4. Results
We
were able to identify glomeruli with CFE-MRI within the rat and mouse kidney, in vivo (Fig. 1, C-F), and also measure
whole kidney glomerular number and size distribution. Ex vivo MRI also
confirmed dark punctate labeling in the kidney cortex in all kidneys. Average Nglom
in rats measured in vivo, was 36,972 ± 2,141, compared with an ex vivo average
of 35,682 ± 2,135. Average glomerular size (aVglom) in the same rats
was 4.47 ± 1.70 and 4.68 ± 1.92, x 10-4 mm3 in in vivo and ex vivo experiments,
respectively. Nglom and aVglom measured in the mouse was 13,883 / 12,262 and
2.80±0.66 / 2.62±0.73 x 10-4 mm3 for in vivo / ex vivo experiments,
respectively.Discussion
Here
we used the method of CFE-MRI to detect and measure glomerular number and
morphology in vivo in the rat and mouse kidney. Measured values of Nglom and
aVglom did not deviate more than 10% between in vivo and ex vivo measurements.
The combination of a custom coil and respiratory gating enabled such sensitive
structural identification and measurement. We found that the signal-to-noise
ratio (SNR) in rat 3D images were over 30% greater than mouse 3D images. A
significant cause for this is the 3-fold increase in resolution needed to
detect the smaller mouse glomeruli. Although respiratory motion was gated for,
motion artifact was still present to a minor degree in mouse 3D images compared
to almost none in the rat and thus contributed to the noise in the images. Further work is needed to account for residual motion in the mouse and improve the
imaging protocol along with SNR. This work lays the foundation for consistent
and accurate whole kidney glomerular number and size measurements in the mouse
and rat kidney, in vivo.Acknowledgements
No acknowledgement found.References
1.
Perico N, Remuzzi G. Chronic kidney disease: a research and public health
priority. Nephrology Dialysis Transplantation 2012; 27:
iii19–iii26.
2. Baldelomar EJ, Charlton JR, Beeman SC et al. Measuring
rat kidney glomerular number and size <em>in
vivo</em> with MRI. Am. J. Physiol. Renal Physiol. 2017.
3.
Haacke EM, Xu Y, Cheng Y-CN et al. Susceptibility weighted imaging
(SWI). Magn. Reson. Med. 2004; 52: 612–618.
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Charlton JR, Beeman SC et al. Phenotyping by magnetic resonance imaging
nondestructively measures glomerular number and volume distribution in mice
with and without nephron reduction. Kidney Int 2016; 89: 498–505.