Robert P Thomen1, Laura L Walkup2, Nara S Higano2, David J Roach2, Zackary I Cleveland2, Andrew Schapiro3, Alan Brody3, John Paul Clandy4, and Jason C Woods2
1University of Missouri, Columbia, MO, United States, 2Center for Pulmonary Imaging Research, Cincinnati Children's Hospital, Cincinnati, OH, United States, 3Radiology, Cincinnati Children's Hospital, Cincinnati, OH, United States, 4Pulmonary Medicine, Cincinnati Children's Hospital, Cincinnati, OH, United States
Synopsis
Cystic Fibrosis (CF) lung disease is characterized by identifiable
structural abnormalities on CT or UTE MRI, such as mucus plugs and
bronchiectasis. Similarly, hyperpolarized 129Xe MRI can provide
functional information related to regional pulmonary ventilation, with high
sensitivity to early obstruction. Here we combined UTE and 129Xe MRI
to quantify the extent to which specific structural abnormalities contribute to
regional ventilation defects. Mucus plugs and bronchiectasis account for the
majority of ventilation defects that can be attributed to structural
abnormalities. However, structurally-unattributable ventilation defects are more
common, implying higher sensitivity than structural imaging to lung dysfunction
in milder disease.
Introduction
Cystic fibrosis (CF) lung disease is characterized a number of
different structural abnormalities that traditionally are identified as bronchiectasis,
bronchial wall thickening, mucus plugs, and regions of consolidation or
atelectasis, but the precise extent to which these structural abnormalities determine
lung function decline is poorly understood. This is especially true in pediatric
patients, where lung function decline is most challenging to characterize by repeatable
spirometry. Many of these structural abnormalities are easily visualized by x-ray
CT, but research efforts have shifted toward emerging techniques in MRI (namely
Ultra-Short Echo [UTE] MRI) as a radiation-free surrogate that can be used for more
frequent screening1. Further, hyperpolarized 129Xe MRI has
shown exceptional sensitivity to early-stage lung function decline in CF, with
regional specificity2. By combining the structural abnormalities
identified by UTE MRI with the functional abnormalities identified by 129Xe
MRI, it is possible to directly quantify the extent to which individual abnormalities
affect regional ventilation. In this study, we quantified 129Xe
defect volumes attributable (and unattributable) to specific structural abnormalities
in order to characterize regional and global structure-function correlates. We
hypothesized that mucus plugs would be responsible for the majority of ventilation
defects in earlier disease and that this would be accompanied by increased
bronchiectasis/bronchial wall thickening with increasing ventilation defects
and decreased pulmonary function.Methods
5
control subjects (mean age 10.8 years) and 22 CF patients (mean age 14.7, 5
adults) were imaged via UTE MRI (TR/TE=5.78ms/0.2ms, Flip Angle=5°, Voxel Size=1.39x1.39x4mm3)
and 129Xe MRI (FA=10°-12°, TR/TE=8ms/4ms, Voxel size=3x3x15mm3)
and underwent standard spirometry. Regions of poor signal in 129Xe
images (<60% of the whole-lung signal mean) were identified as defects and globally
quantified as a subject’s ventilation defect percentage [VDP]2. UTE
images were independently scored by 2 expert radiologists who regionally identified
5 structural abnormalities via the Brody scoring method (bronchiectasis,
bronchial wall thickening, mucus plugs, consolidations, and atelectasis)3.
Radiologists also provided a nominal score between 0 and 5 indicating the
quality of each subject’s UTE image data. UTE and 129Xe images were
then spatially matched and individual regional defects were attributed to an
associated structural abnormality where possible. Because of the potential ambiguity between
bronchiectasis and wall thickening, and the small number of consolidations and
atelectasis, defects were ultimately attributed into 4 classes:
bronchiectasis/bronchial wall thickening [BR], mucus plugs [MP], consolidations/atelectasis
[CA], and unattributed (Fig 1). Results
Pearson correlation coefficients were r=-0.78 (p<10-5)
between subject FEV1 (Forced Expiratory Volume in 1
second) and VDP, and r=0.69 (P<10-4)
between FEV1 and unattributed VDP (Fig 2). Correlation between
subject VDP and total number of identified pathologies via Brody scoring was
r=0.85 (P<10-8). For subjects with mild disease (FEV1>80%),
an average 65% of defects were unattributed and 10% were due to BR/MP.
Conversely, in subjects with FEV1<80%, 86% of defects were due to
BR/MP and 27% were unattributed. A Pearson r=-0.84 (p<10-6) was
found between unattributed VDP and absolute VDP. Radiologists’ quality scores
averaged 3.3 ± 0.7 for all UTE datasets. An insignificant correlation was found
between percentage of unattributed defect percentage and radiologists’ average
image quality score (r = -0.23, p=0.24). Average 129Xe
Signal-to-Noise ratio (SNR) was 11.4 ± 7.0 (mean whole-lung signal divided by
standard deviation of all signal in voxels outside the lung), and an insignificant
correlation was found between subject 129Xe SNR and VDP (r =-0.23,
p=0.23). Figure 3 presents a bar plot of individual subject VDP’s color-coded
by attributed pathology, ordered by increasing VDP, which correlated with
subject age (r = 0.49, p = 0.01). Discussion
This work complements previous studies highlighting 129Xe
MRI as a highly sensitive measure of regional lung function, particularly in
mild disease. The large percentage of unattributed defects in those with mild
disease indicates that 129Xe is likely much more sensitive to lung
function decline than structural imaging alone. The weak correlation between
UTE image quality and percentage of unattributed defects indicates that lack of
abnormality attribution was not due to inadequate image quality in this reasonably
high-quality set of images. Likewise, SNR was found to be adequate for proper
defect characterization and did not impact VDP.Conclusions
Hyperpolarized 129Xe reveals significant
functional deficits even in the absence of visible structural abnormalities on
UTE MRI; attribution of defects to structural abnormalities increases with
increasing VDP (and decreasing FEV1). Mucus plugs and bronchiectasis/bronchial
wall thickening account for the vast majority of attributable defects in
pediatric CF lung disease.Acknowledgements
No acknowledgement found.References
1. Roach DJ, Crémillieux Y, Fleck RJ, Brody AS, Serai SD, Szczesniak RD, et al. Ultrashort Echo-Time Magnetic Resonance Imaging Is a Sensitive Method for the Evaluation of Early Cystic Fibrosis Lung Disease. Annals of the American Thoracic Society. 2016;13(11):1923-31.
2. Thomen RP, Walkup LL, Roach DJ, Cleveland ZI, Clancy JP, Woods JC. Hyperpolarized 129Xe for investigation of mild cystic fibrosis lung disease in pediatric patients. J Cyst Fibros. 2017;16(2):275-82.
3. Brody AS, Kosorok MR, Broderick LS, Foster JL, Laxova A, Bandla H, Farrell PM. Reproducibility of a scoring system for computed tomography scanning in cystic fibrosis. J Thorac Imaging. 2006;21(1):14-21