Haley Elizabeth Wiskoski1,2, Loi Do1, Marc Zempare3, Natalie Carey3, Amy Delmendray3, Kimberly Young3, Kimberly Bohne3, Monica Chawla3, Pradyumna Bharadwaj4, Kenneth Mitchell5, Gene Alexander3,4,6, Carol Barnes3,4, and Theodore Trouard1,3,7
1Department of Biomedical Engineering, The University of Arizona, Tucson, AZ, United States, 2James C. Wyant College of Optical Sciences, The University of Arizona, Tucson, AZ, United States, 3Evelyn F. McKnight Brain Institute, The University of Arizona, Tucson, AZ, United States, 4Department of Psychology, Neurology, and Neuroscience, The University of Arizona, Tucson, AZ, United States, 5Health Sciences Center, Tulane University, New Orleans, LA, United States, 6Division of Neural Systems, Memory, and Aging, The University of Arizona, Tucson, AZ, United States, 7Department of Medical Imaging, The University of Arizona, Tucson, AZ, United States
Synopsis
Keywords: Microstructure, Diffusion/other diffusion imaging techniques, DTI, fixels, Tractography & Fibre Modeling, Software Tools, Hypertension
Hypertension is associated with an
increased risk of cardiovascular disease and cognitive decline in aging humans.
This study investigated longitudinal effects of induced HTN in regional and
microstructural neuroanatomy of F344 rats using noninvasive diffusion-weighted
MRI and fixel-based analysis. Single-shot spin-echo EPI along 64 diffusion
directions and three shells (b=1000, 2000, and 3000 s/mm
2) was
performed. Microstructural changes in the brain appeared in certain regions after
10 weeks of hypertension, yet, most regions remained unaffected, contrasting
peripheral organs which showed dramatic fibrosis due to the HTN. This likely demonstrates a robust protective mechanism
of the central nervous system.
Introduction
Hypertension
(HTN) is associated with an increased risk of cardiovascular disease (CVD) and
cognitive decline in aging humans1,
with onset occurring around middle-age2. Prior research has also shown CVD-associated cognitive
decline in the elderly3. As
such, it is important to study these interactions between HTN and cognition
with age, and how this may affect neuroanatomy, development, and function.
Animal models are an integral tool in preclinical, translational research.
Transgenic Cyp1a1-Ren2 xenobiotic-inducible rats, such as the Fischer 344
(F344) model, are an appreciable strain in studies of HTN, as induced HTN via
Indole-3-Carbinol (I3C) is reversible and dose-dependent in magnitude4. The purpose of this
study was to investigate longitudinal effects of induced HTN in regional and
microstructural neuroanatomy of F344 rats using noninvasive diffusion-weighted
MRI (dMRI).Methods
15-month-old male F344 rats (n=43)
were randomly assigned to a control group (n=19) which would receive a regular
chow diet, or a hypertension group (n=24) that would receive an I3C-supplemented
diet to induce HTN. After a behavioral
battery, baseline brain MRI was carried out on a 7T Bruker Biospec (Bruker,
Billerica, MA): single-shot spin-echo EPI along 64 diffusion directions and
three shells (b=1000, 2000, and 3000 s/mm2) with eight b=0 s/mm2
volumes for each shell (0.3x0.3x0.9mm voxel resolution, TR=10s, TE=60ms, acquisition=12min/shell); and a
geometry-matched T2 FSE (TR=0.6s, TEeff =56ms, 16 echoes, acquisition=2min).
Following baseline imaging, the treatment group received 10 weeks of
I3C-supplemented diet while the control group received regular chow. The behavioral
battery and imaging protocol was repeated.Image Processing
DWIs were pre-processed using DIFFPREP (a submodule of TORTOISE) to
perform motion and eddy-current distortion correction and resampling (with T2
FSE sequences used as anatomical reference). Denoising and N4 bias-correction
was carried out in Mrtrix5.
A F344 T2-weighted reference image and labeled atlas (116 regions) were
obtained for image processing and analysis6.
A fixel-based analysis (FBA), and region-based analysis utilizing F344 T2
reference image and labeled atlas were performed.
Fiber orientation distributions (FODs)
were generated via constrained spherical deconvolution. A white matter (WM) FOD
population template (Figure 1A) was created to generate a WM fixel template (Figure 1B). From these, combined fiber
density and cross-section (FDC) subject metrics were generated. A fixel-wise,
non-parametric, two-sample t-test was performed on fixel FDC, creating an
uncorrected p-value fixel mask to reveal statistical differences between
groups.
Apparent diffusion coefficient (ADC)
and fractional anisotropy (FA) maps were generated from subject DWIs and warped to template space. The F344 T2 reference image6 was registered to template space, with output transformations
applied to obtain a template space labeled atlas (Figure 2). This, and subject
FA and ADC maps were used to calculate mean FA and ADC values of all 116
regions for analysis. A multiple paired, parametric t-test followed by
Holm-Šidák’s multiple comparison test was performed on mean ADC in GM and WM
regions >1 mm3, and mean FA in WM regions (and cortex) >1 mm3.Results
Induced HTN (mean systolic and
diastolic BP statistically different from control) dramatically impacted
peripheral organs (collagen fibrosis of heart and kidney), yet MRI demonstrated
the absence of this impact in the brain.
However, significant changes in diffusion were observed in specific
regions: mean ADC differences were found in 7 out of 49 analyzed regions,
notably the hypothalamus (p=0.034) and caudoputamen (p=0.039) (Figure 3). Paired ADC difference was also significant between
groups in the caudoputamen (p=0.028) (Figure 3). Significant differences in
mean FA of the hypertension group were found in 5 brain regions out of the 19
analyzed, notably the cortex (p=0.0033) and corpus callosum (p=0.031) (Figure
3).
FBA showed statistically significant differences
(uncorrected p-value < 0.05) in FDC after induced HTN, and little change in
control (Figure 4). These changes predominantly appear in the corpus callosum,
dentate gyrus, caudoputamen, CA1 of the hippocampus, and cortex.Discussion
Results
indicate that there is significant change in microstructure in certain areas of
the brain as a result of induced HTN. After HTN, mean ADC was observed to
increase in the hypothalamus and caudoputamen (indicating increased diffusion),
and mean FA was shown to increase in the cortex and corpus callosum. FBA results
corroborate these findings. It should be noted, however, that the majority
of the brain remained unaffected in terms of ADC, FA, or FDC. Behavioral
testing showed no significant cognitive decline as a result of HTN. Conclusion
dMRI is a sensitive imaging
technique for measuring and
characterizing water diffusion and microstructural changes in the brain. In this
study, we found that microstructural changes
in the brain appeared in certain brain regions as a result
of induced HTN over 10 weeks, yet remarkably, most regions remained unaffected. This is in
contrast to peripheral organs, which showed dramatic fibrosis due to the HTN. This likely demonstrates a robust protective defense mechanism
of
the central nervous system. Future work in this area would benefit
from studying prolonged duration and varying magnitude of HTN to investigate
how this protection may
break down with degree and duration of HTN. Acknowledgements
This experiment was supported by the McKnight Brain Research Foundation and R01 AG049465.References
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