Hooman Hamedani1, Stephen Kadlecek1, Faraz Amzajerdian1, Ryan Baron1, Kai Ruppert1, Ian Duncan1, Yi Xin1, Luis Loza1, Tahmina Achekzai1, Maurizio Cereda1, Kevin Ma1, David DiBardino1, and Rahim Rizi1
1University of Pennsylvania, Philadelphia, PA, United States
Synopsis
We have previously
shown the advantages of multi- over single-breath imaging of lung ventilation
using HP gas MRI, and have recently introduced our approach
for comprehensively assessing the lung function during a tidal breathing scheme
to quantify ventilation and dissolved
parameters of xenon distribution. Here, we presented the repeatability
of the imaging markers in a healthy subject and a patient with severe chronic
obstructive pulmonary disease (COPD) with persisting cough. We have shown that
the technical back-to-back reproducibility of measuring lung function with our
scheme is excellent in a healthy subject and satisfactory in a COPD subject
with persisting cough.
Introduction
We previously demonstrated
the advantages of multi- over single-breath imaging of lung ventilation using
hyperpolarized (HP) gas MRI1, showing that large regions of the lung which appear entirely unventilated after
one breath in patients with severe disease are instead ventilated very slowly2.
To more directly visualize gas, blood and their exchange, we developed an
imaging method based on repeated inhalation of hyperpolarized xenon (HXe) during
tidal breathing, in which we measure both ventilation and dissolved parameters
of xenon distribution. Despite satisfactory precision in trained healthy
subjects, however, some variability in tidal breathing remained unavoidable. Recently3,
we reduced the technical complexity of our multibreath MRI protocol by analytically
correcting for the breath-by-breath variability using flow measurements with
pneumotachs. Subjects now inhale/exhale freely while a small amount of HP gas
is injected into the breathing line; we also increased the number of breaths to
>60 for each image set. Here, we demonstrate the repeatability of our
imaging markers in a healthy subject and a patient with severe chronic
obstructive pulmonary disease (COPD) with persisting cough. Methods
Figure 1
shows a protocol schematic: subjects breathe freely through a mouthpiece while
an additional, constant amount (50-100 mL) of HXe (wash-in) or air (wash-out)
is injected into the line right before inhalation. The scheme includes 6 ad
libitum normoxic wash-in breaths of hyperpolarized gas (129Xe:O2:N2
~1:2:7) followed by 4 washout breaths of room air. A GRAPPA-accelerated image
was performed at each exhale, triggered by subjects’ breathing pattern.
87%-enriched Xe gas was polarized using a commercial device (XeBox-E10; Xemed,
LLC) providing polarizations of ~40%; subjects were imaged in a whole body
1.5-T MRI system (Siemens MAGNETOM) using a flexible 8-channel chest coil
(Stark Contrast). We employed a 2D multi-slice GRE image set with 6×~25mm
coronal slices adjusted to cover the whole lung with a 20% inter-slice gap,
MS=6x64x48, FOV=40x30cm2,
a≈6°, TR/TE=7.0/3.3ms. The 10-breath
wash-in/washout series was then repeated five more times with additional series
encoding gas dissolution and uptake. The problem of imaging very small
dissolved xenon signals can be alleviated using Xenon polarization Transfer
Contrast (XTC), which applies saturation pulses to destroy sselectively the
signal fractions, and in the chosen
compartment at each end-exhale.
The
series were further analyzed using a model of voxel-wise per-breath gas
replacement:
V0,EE=FRC, Vi,EI = Vi-1,EE+Ii(TV/TV), Vi,EI-Ei(TV/TV),
S0=0, Si=(Si-1+TV×S∞)×(Vi,EE/Vi,EI)×fRF×fO2×fRBC×ftissue (eq.1)
On the first line, FRC and TV are fit
parameters describing the average regional gas volume and average change during
breathing, respectively; Vi,EE/EI track
that region’s volumes as volumes, Ii and Ei are inhaled and exhaled, and TV refers to the average inhaled/exhaled volume
as measured using pneumotach flowmeters. The second line describes the
evolution of signal as a volume, TV,
containing additional signal TV x S∞ is inhaled, the fraction Vi,EE/Vi,EI of signal is lost via exhalation, and
independently measured factors, fRF and fO2 diminish signal between breaths through RF-induced
and collisional O2-induced relaxation mechanisms. fRBC and ftissue account for the fraction of signal lost by
applying RF to the hemoglobin-bound and tissue/plasma-dissolved resonances,
respectively. The fit to the complete time series is then used to determine
local FRC and TV, the
voxel’s gas volumes, and factors dependent on gas exchange.
We then define the
gas exchange rate in terms of the rate at which these inverted spins re-enter
the gas phase during the time, TR, between saturation pulse:
χ = (3/4) × (1 - fRBC)1/N × (FRC / TR) (eq.2)
In this
expression, (1 - fRBC)1/N represents gas
signal loss for each of the N saturation pulses. To make this reframing of fRBC useful, we
choose a TR between saturation pulses that both imposes sensitivity to
physiologically relevant gas exchange and makes rapid enough contrast feasible
during tidal breathing (8ms, TR=30ms saturation pulses). ftissue can be
similarly interpreted as local surface-to-volume ratio4, but here we
use it to correct for a small off-resonance excitation of Xe in tissue/plasma
when measuring .
All HXe images
were coregistered with an affine
transformation and then added to produce a lung atlas. Finally, all pre-post
images were registered to the common reference lung atlas (Figure 2).
Results and Discussion
Independent
analysis of the two multibreath image sets yield the functional maps shown in
Figure 3, showing excellent repeatability with near-identical features in a
healthy subject. Figure 4A shows test-retest voxel-by-voxel correlation for all
functional maps estimated in the healthy subject. The correlation coefficient
was in the range of 0.88–0.99 for all estimated functional maps, demonstrating
high technical repeatability of the quantified markers for ventilation and dissolved parameters of xenon distribution.
The Stage III COPD subject successfully performed the breathing scheme, but
unintentionally coughed at times during the 60 breaths. Despite this, results
in Figure 4B for the COPD subject show fair repeatability in measures of
ventilation and a moderate correlation in measures of gas exchange, with more
variability in both technical reproducibility and lung physiology of gas
exchange. Conclusion
The technical
back-to-back reproducibility of measured lung function in our multibreath tidal
breathing scheme is excellent in a healthy subject and satisfactory in a COPD
subject with persisting cough. Future
studies will decouple this technical repeatability from real
physiological variability. Acknowledgements
No acknowledgement found.References
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