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A Technique for Quantitative Measurement of Pulmonary Gas Uptake using Hyperpolarized 129Xe MRI in Free-Breathing Mice
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.

Figures

Plot of mean D:G ratio vs. TR for images acquired at TRs of 13 ms, 20 ms, 25 ms, 30 ms, 40 ms, 50 ms, 60 ms, 75 ms, and 100 ms. The mean D:G ratio is seen to increase with TR, as expected.

Axial D:G ratio maps for the TRs plotted in Figure 1. While there are slight artifacts around each lung, the overall D:G ratio increases with TR, in agreement with the trend seen in Figure 1. The color scale (0 to 1) was chosen to highlight the increase in the ratio with TR.

(A) Septal wall thickness map generated from fitting all the D:G ratio maps in Figure 2 to our theoretical gas uptake model. The map is fairly homogenous, with an average septal wall thickness of approximately (1 – 1.5) × 10-3. As seen before, there are artifacts present around the edge, as well as a few inhomogeneities within the lung itself. (B) Probability density function of septal wall thickness values presented as a histogram for the image seen in Figure 3A. This particular histogram was zoomed in to highlight the fact that most of the values appear between 0.1×10-3 and 1.8×10-3.

Proc. Intl. Soc. Mag. Reson. Med. 28 (2020)
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