Luis A Loza1, Stephen J Kadlecek1, Mehrdad Pourfathi1, Kai Ruppert1, Tahmina S Achekzai1, Ian F Duncan1, and Rahim R Rizi1
1Radiology, University of Pennsylvania, Philadelphia, PA, United States
Synopsis
Here we present an imaging technique for measuring regional gas uptake in a free-breathing mouse non-invasively. Gas- and dissolved-phase images were acquired simultaneously for a wide range of repetition times (13 ms up to 100 ms), and used to derive septal wall thickness measurements by fitting to a theoretical gas uptake model. The work shown here sets the groundwork for non-terminal longitudinal studies in rodent models of pulmonary radiation and fibrosis.
Introduction
Pulmonary septal
wall thickness and gas transit time measurements using hyperpolarized 129Xe
(HXe) MRI have enabled quantitative assessment of lung function. Previous
studies using animal models of radiation-induced lung injury (RILI), for
example, have shown such measurements to be sensitive to structural and
functional changes during disease onset and progression1. However,
such studies are limited by the fact that the intubation/tracheotomy procedures
necessary for gas delivery are usually terminal. In this study, we demonstrate
an imaging technique for non-invasively measuring global and regional gas
uptake in free-breathing mice.Methods & Materials
Two
C57BL/6 mice were anesthetized using 1-2% isoflurane and imaged in a 9.4T
vertical-bore micro-imaging MRI system (Bruker Inc.) while free-breathing a
normoxic gas mixture consisting of O2, isoflurane, and HXe gas
administered via homemade gas delivery system. Gas and dissolved-phase images
were acquired simultaneously using a respiratory-gated CSI sequence combined
with a user-defined phase-encode/flip-angle table that utilized a rectangular
RF pulse centered on the dissolved-phase such that the dissolved/gas peaks were
subject to a 90º/5º flip angles, respectively. HXe uptake at
different points in the gas exchange process was measured by acquiring images
with different repetition times (TR values of 13 ms, 20 ms, 25 ms, 30 ms, 40
ms, 50 ms, 60 ms, 75 ms, and 100 ms). Individual k-space points were acquired
in a series at end-exhale (3-9 points per breath depending on the TR), preceded
by a dummy pulse that was used to eliminate magnetization accumulated during
the non-imaged, inhale period. Gas- and dissolved-phase images were both
normalized to the average gas signal within the lungs to account for the T1
decay of HXe during the course of imaging. Dissolved-to-gas (D:G) ratio maps
were then fitted to a theoretical gas exchange and uptake model similar to that
described in2 in order to derive regional septal wall thickness
measurements.Results
Figure
1 shows a representative plot of the average D:G ratio signal for images
acquired with TRs increasing from 13 ms to 100 ms. The average D:G ratio
increases with TR as expected, representing the gradual accumulation of signal
as magnetization flows from the gas to dissolved compartments. This trend is
corroborated by Figure 2, which displays representative projection axial D:G
ratio maps for the same TRs as in Figure 1: similarly, as TR is increased, the
global ratio for each of the maps increases. Figure 3A shows a septal wall
thickness map derived from the images in Figure 2; as is apparent, there is a
fairly homogenous distribution of values, where deviations are largely seen around
the edges of the lung, as well as a few regions within the lung. Figure 3B
shows a probability density function (PDF) displayed in a histogram plot for
the septal wall thickness values shown in Figure 3A: while a few outliers can
be seen, the majority of the values lie within 10 and 18 μm.Discussion
Septal wall
measurements using HXe MRI have been carried out in many previous studies for
the assessment of lung function in rodent models of RILI2, 3.
However, no work has demonstrated such measurements in free-breathing mice
without the use of mechanical ventilation. Acquisition of the functional
measurements shown here are particularly useful since it reduces the number of
animals used per study, and mitigates inter-cohort variability. Furthermore, the
results shown here demonstrate the feasibility of acquiring such measurements
under free-breathing conditions. Given
the potential for differences, particularly in intrapulmonary blood volume during mechanical ventilation5, these conditions may be more representative of
normal structure and physiology. Given a fixed flip-angle and increasing
TR, the dissolved signal is expected to increase as demonstrated by both
Figures 1 and 2. The mode of our septal wall thickness derived from the map in
Figure 3A was 6 μm, and while it is in disagreement with a
stereology-based assessment of the mouse septal wall thickness of approximately
4.91 ± 0.97 μm4, it is similar to previous HXe studies which
calculated an average septal wall thickness of 12 ± 1.1 μm3. The discrepancy
in our measurements are partially due to our model failing to account for
pulmonary vasculature and non-symmetric geometric configurations of
septal-wall-capillary boundaries, as well as intrinsic variations in animal breathing
conditions during the course of imaging.Conclusion
In
this work, we demonstrated a non-invasive imaging technique for measuring gas
uptake over a range of TRs in free-breathing mice. Measurements of regional
septal wall thickness were also obtained by fitting acquired images to a
theoretical gas uptake model. Further work will apply this technique to rodent
models of RILI and fibrosis to assess and characterize the onset and
progression of lung injury longitudinally.Acknowledgements
No acknowledgement found.References
1Li, Haidong, et al. "Quantitative
evaluation of radiation‐induced lung injury with hyperpolarized
xenon magnetic resonance." Magnetic resonance in medicine 76.2
(2016): 408-416.
2 Patz, Samuel, et al. "Diffusion of
hyperpolarized 129Xe in the lung: a simplified model of 129Xe septal uptake and
experimental results." New Journal of Physics 13.1 (2011): 015009.
3 Li, Haidong, et al. "Quantitative
evaluation of radiation‐induced lung injury with hyperpolarized
xenon magnetic resonance." Magnetic resonance in medicine 76.2
(2016): 408-416.
4 Pozarska, Agnieszka, et al.
"Stereological monitoring of mouse lung alveolarization from the early
postnatal period to adulthood." American Journal of Physiology-Lung
Cellular and Molecular Physiology 312.6 (2017): L882-L895.
5 Myziuk, Nicholas, et al.
"Pulmonary blood mass dynamics on 4DCT during tidal breathing." Physics
in Medicine & Biology 64.4 (2019): 045014.