Kun Qing1, Talissa A. Altes2, John P. Mugler, III1, Nicholas J. Tustison1, Kai Ruppert3, Jaime F. Mata1, Yun Michael Shim1, G.Wilson Miller1, Iulian C. Ruset4, F.William Hersman4,5, and Borna Mehrad1
1University of Virginia, Charlottesville, VA, United States, 2University of Missouri School of Medicine, Columbia, MO, United States, 3University of Pennsylvania, Philadelphia, PA, United States, 4Xemed, LLC, Durham, NH, United States, 5University of New Hampshire, Durham, NH, United States
Synopsis
Previous
study showed that hyperpolarized xenon-129 MRI is highly sensitive in detecting
functional changes in lungs with interstitial lung diseases (ILD). The degree
to which these changes vary regionally in the lung has not been determined,
however. In
this work, we compared abnormalities in lung function in different regions of
the lung, and found significant differences in xenon-129 gas uptake between
subjects with ILD and controls. These results support that xenon-129 MRI may
provide unique information about lung physiology associated with lung fibrosis.
Introduction
In
our preliminary study using hyperpolarized xenon-129 (Xe129) MRI [1], we found subjects
with the histologic or radiographic diagnosis of usual interstitial pneumonia
(UIP) had higher gas uptake by lung tissue (tissue-to-gas ratio) and lower gas
transfer from tissue to red blood cells (RBCs, RBC-to-tissue ratio) as compared
to controls. However, the extent to which the abnormalities varied in different
areas of the lung has not been determined. Purpose
The purpose of this work is to evaluate regional alterations of lung function detected by Xe129 MRI
and compare it with regional information of the lung acquired by CT. Methods
Ten subjects with UIP (age 66±15) and ten healthy controls (age 58±14) were recruited for this study and underwent Xe129 MRI and CT. Two
functional measures were produced from the Xe129 MRI results, including
tissue-to-gas and RBC-to-tissue ratios [2]. CT Hounsfield (HU) data, reflecting
lung tissue density, was used for comparison. Two segmentation methods were used to analyze
the regional differences of measures by MRI and CT. First, lobar segmentation
[3], by which lungs were segmented into five lobes, was used to compare the
differences between upper and lower lobes of the lung. And segmentation of
outer rind/inner core (within/beyond 10 mm of the lung boundary)
[4] was used to compare differences of function in central and distal parts of
the lung. Differences of Xe129 tissue-to-gas, RBC-to-tissue ratios, and for CT
HU data between upper lobes and lower lobes (Dul = mean values in
upper lobes - mean values in lower lobes), and between outer rind and inner
core (Doi = mean values in the outer rind - mean values in the inner
core) were calculated for each individual subject. And the results of UIP subjects
and controls were compared using student’s t-test. Results
Representative
segmentation masks were shown in Fig. 1 (left: lobar segmentation, right:
segmentation of outer rind/inner core). In this work, we did not find any differences
in Dul and Doi of CT HU between the two groups
(CT HU, Dul: healthy: -58+33, IPF: -71+52, P= 0.53, Fig. 2a; Doi:
healthy: 80+55, IPF: 104+36, P=0.27, Fig. 2b). However, the UIP subjects showed
significantly higher Dul of gas uptake by tissue (tissue-to-gas
ratio, Dul: healthy: -0.15%+0.15%, IPF: 0.13%+0.13%, P<0.001, Fig. 2c),
and higher Dul of gas transfer from tissue to RBCs (RBC-to-tissue
ratio, Dul: healthy: -0.017+0.044, IPF: 0.030+0.040, P=0.026, Fig.
2e) than controls.
UIP subjects also
showed a trend towards higher Doi in gas transfer from tissue to
RBCs in the distal lungs (RBC-to-tissue ratio, Doi: healthy: -0.057+0.041,
IPF: -0.014+0.055, P=0.06, Fig. 2f) than healthy subjects. In contrast, the the
Doi of tissue-to-gas ratios did not differ significantly between the
groups (Doi: healthy: 0.01%+0.05%, UIP: -0.00%+0.08%, P=0.53, Fig.
2d). Discussions and Conclusion
In this study, by
using two imaging segmentation tools, we performed analysis of regional lung
function in subjects with UIP and compared the results with those from
controls. An interesting finding is that
in controls, upper lobes of the lungs had lower tissue gas uptake and gas
transfer from tissue to RBCs than lower lobes (mean Dul=
-0.15% for tissue-to-gas ratios, and -0.017 for RBC-to-tissue ratios). But
in subjects with UIP, this was reversed (mean Dul= 0.13% for
tissue-to-gas ratios and 0.03 for RBC-to-tissue ratios). While no regional
differences in CT HU were found in this study. These could be due to the higher
sensitivity of Xe129 MRI to detect alterations of lung function. The extent to
which these functional data are related to changes of lung physiology in interstitial
lung diseases awaits further investigation. Acknowledgements
This
work was supported by a Transformative, Collaborative Science Pilot Grant from
University of Virginia School of Medicine and NIH R01 HL109618.References
[1] Qing K et al. Proc of
ISMRM 24 (2016): 1147. [2]
Qing, K., et al. J Magn Reson Imaging, 2014. 39(2): p. 346-59. [3] Tustison NJ et al.
Magn Reson Med, 2016. 76(1): 315-20. [4] Tustison NJ et al. Magn Reson Med 2010. 63(6):
1448-1455.