Kai Ruppert1, Tahmina S. Achekzai1, Luis Loza1, Faraz Amzajerdian1, Yi Xin1, Hooman Hamedani1, Ryan J. Baron1, Mostafa Ismail1, Ian F. Duncan1, Stephen Kadlecek1, and Rahim R. Rizi1
1University of Pennsylvania, Philadelphia, PA, United States
Synopsis
The
thickness of the membrane separating the alveolar volume from the
capillary blood is
difficult measure with the chemical shift saturation recovery (CSSR) hyperpolarized
xenon-129 MRI technique. In this work, we used a 1D gas exchange simulation to
investigate the concept of measuring the gas-phase depolarization induced by
the application of long RF pulses of variable power to extract information
about the thickness of this membrane. Our simulations predict that measuring
the red blood cell-induced gas-phase depolarization enables an estimation of membrane thickness even when
the temporal lag between the rise in dissolved-phase signals cannot be
accurately determined.
Purpose:
In
the healthy mammalian lung, alveolar gases and the capillary blood are
separated by an exceedingly thin barrier membrane that measures just a few
tenths of a micrometer along those segments of the blood vessels where the bulk
of the pulmonary gas exchange takes place. In principle, the thickness of this
membrane can be measured via the chemical shift saturation recovery (CSSR) technique
using hyperpolarized xenon-129 MRI1-9. This is typically achieved by
saturating the magnetization of xenon dissolved in the lung parenchyma and
subsequently monitoring its replenishment over time by gas exchange with the
alveolar airspaces. Since xenon dissolved in lung tissue and blood plasma (TP)
has a distinctly different resonance frequency than xenon bound to hemoglobin
inside red blood cells (RBC) in humans as well as many other species, the membrane
thickness would, in principle, be reflected by a time lag between the rising TP
signal and the RBC signal. To our knowledge, however, such a lag has never been
directly observed, for 2 main reasons: 1) the membrane is so thin that xenon
atoms diffuse across it in less than 200 ms,
a time regime not easily accessible on human whole-body MRI scanners; 2) the
two dissolved-phase (DP) signals are so low immediately following the
saturation of the DP magnetization that they are difficult to quantify and
easily confounded by incomplete saturation. Here, we used a 1D gas exchange
simulation to investigate the concept of measuring the gas-phase (GP)
depolarization induced by the application of long RF pulses of variable power
to extract information about the thickness of this membrane.Methods:
A 1D numerical lung
model was used to simulate xenon gas exchange between the TP, RBC, and alveolar
GP compartments comprising a single alveolus (Fig. 1). The vessel thickness was
set to either 4 or 7 μm, while the membrane thickness was varied between 0 and 1 μm. At the start of the
simulation, 24,000 xenon atoms were randomly distributed across the
compartments in Fig. 1 such that, for a barrier thickness of 0 μm, 98% were in the GP and
the remainder in the DP. This ratio was adjusted for the other simulated
barrier thicknesses such that the xenon concentration within the alveolar wall
remained constant. Random diffusional motion was simulated at 1.0 μs time increments, with
diffusion constants of 0.68 10-5 m2s-1 in the
GP and 0.33 10-9 m2s-1 in the DP, respectively.
Other parameters included: infinite capillary transit time (stationary blood), infinite
T1, 198 ppm TP frequency, 209 ppm RBC frequency, 0.64 RBC fraction (equivalent
to 39% hematocrit10), 200 mm alveolar diameter, and effective T2* ~1 ms (DP) or
10 ms (GP), respectively. A B0 of 3T was assumed for future
validation in rats in a small animal scanner. The temporal behavior of the
magnetization vectors in the presence of a 500 ms RF pulse centered at 209 ppm with
flip angle rates between 6°/ms and 60°/ms was simulated. The resulting GP
depolarization was assessed at equilibrium, 150 ms after the end of the RF
pulse. All simulations were repeated with the RBC frequency set to 309 ppm,
essentially removing the contributions of the RBC resonance to the GP depolarization
without disturbing the simulated system. The RBC-induced GP depolarization was
calculated as the difference in GP depolarization with the RBC frequency at 209
ppm versus 309 ppm.Results and Discussion:
Figures 2a and 2c depict the GP depolarization as
a function of flip angle rate for a 1 μm barrier thickness,
with the RBC frequency at either 209 ppm or 309 ppm and a vessel diameter of 4 μm and 7 μm, respectively. Figures 2b and 2d show the
RBC-induced GP depolarization as the difference between the 209 ppm and 309 ppm
simulations for different membrane thicknesses. As expected, the GP
depolarization for an RBC frequency of 209 ppm increases monotonously with flip
angle rate; however, it also does so with the RBC frequency set to 309 ppm,
largely outside the frequency range affected by the long RF pulse (Figs. 2a and
2c). This phenomenon is caused by the increasing off-resonance tipping of the
TP magnetization vector by the increasing RF power. As the generated transverse
TP magnetization is rapidly de-phased by the short DP T2*, the longitudinal TP
magnetization decreases and, via exchange, subsequently reduces the GP
magnetization. Thus, for a given membrane thickness, there is an RF power at
which the longitudinal magnetization of freshly exchanged GP magnetization is
already mostly saturated by the time it reaches the RBC compartment and the RBC-induced
GP depolarization component disappears (Figs. 2b and 2d). Measuring the
RBC-induced GP depolarization for several different RF powers would therefore allow
us to estimate the membrane thickness even in the regime where the lag between
the rise in RBC signal relative to the TP signal cannot be accurately
determined.Conclusion
Our simulation study predicts that using long RF
pulses of variable power permits a much more sensitive estimation of the
thickness of the thin membrane separating the alveolar volume from the
capillary blood than conventional CSSR measurements.Acknowledgements
Supported by NIH grants
R01 HL129805, R01 HL139066, and R01 HL142258.References
[1] Ruppert K et
al. NMR of hyperpolarized 129Xe in the canine chest: spectral dynamics during a
breath-hold. NMR Biomed 2000;13:220-228.
[2] Butler JP et
al. Measuring surface-area-to-volume ratios in soft porous materials using
laser-polarized xenon interphase exchange nuclear magnetic resonance. J Phys
Condens Matter 2002;14:L297-L304.
[3] Qing et al.
Assessment of lung function in asthma and COPD using hyperpolarized 129Xe
chemical shift saturation recovery spectroscopy and dissolved-phase MRI. NMR in
Biomed 2014;27(12):1490-1501.
[4] Zhong et al.
Simultaneous assessment of both lung morphometry and gas exchange function
within a single breath‐hold by
hyperpolarized 129Xe MRI. NMR in Biomed 2017; 30(8).
[5] Doganay et al.
Quantification of regional early stage gas exchange changes using
hyperpolarized 129Xe MRI in a rat model of radiation-induced lung injury. Med
Phys 2016;43(5):2410-2420.
[6] Kern et al. Regional
investigation of lung function and microstructure 129Xe chemical
shift saturation recovery parameters by localized and dissolved‐phase
imaging: A reproducibility study. MRM 2019; 81(1):13-24.
[7] Ruppert et al.
Using Hyperpolarized Xenon-129 MRI to Quantify Early-Stage Lung Disease in
Smokers. Acad Radiol 2019; 26(3):355-366.
[8] Kern et al.
Mapping of regional lung microstructural parameters using 129 Xe dissolved‐phase
MRI in healthy volunteers hyperpolarized and patients with chronic obstructive
pulmonary disease. MRM 2018; 81(4):2360-2373.
[9] Zanette et al.
Physiological gas exchange mapping of hyperpolarized 129Xe using
spiral-IDEAL and MOXE in a model of regional radiation-induced lung injury. Med
Phys 2018;45(2):803-816.
[10] Norquay et al. Relaxation and Exchange
Dynamics of Hyperpolarized 129Xe in Human Blood. MRM 2015;74:303-311.