Investigating the Correlation between Alveolar Surface-to-Volume Ratio and Apparent Diffusion Coefficient with Hyperpolarized Xenon-129 MRI
Kai Ruppert1,2, Kun Qing2, Talissa A. Altes2,3, and John P. Mugler III2

1Cincinnati Children's Hospital, Cincinnati, OH, United States, 2University of Virginia, Charlottesville, VA, United States, 3University of Missouri, Columbia, MO, United States

Synopsis

Chemical Shift Saturation Recovery (CSSR) MR Spectroscopy is a method for monitoring the uptake of hyperpolarized xenon-129 (HXe) by lung parenchyma. The purpose of this study was to investigate the correlation between the alveolar surface-to-volume ratio (S/V) as assessed by CSSR spectroscopy and apparent diffusion coefficient measurements in subjects with chronic-obstructive pulmonary disease, healthy smokers and age-matched normals. Only for very short delay times (5 ms or less) a good correlation was established. Surprisingly, the best correlation, and presumably most accurate S/V value, was obtained by using just the red-blood cell peak at the shortest measured delay time of 3ms.

Purpose

Chemical-shift selective saturation recovery (CSSR) MR spectroscopy using hyperpolarized xenon-129 (HXe) is developing into a promising modality for assessing lung function through quantification of pulmonary gas-exchange parameters1-6. In healthy human subjects, CSSR uptake curves can be divided into delay-time (τ) regimes that are dominated by three fairly independent parameters: 1) The surface-to-volume ratio (S/V) (τ < 20 ms); 2) the septal wall thickness (τ = 20-200 ms); and 3) the blood flow rate (τ > 200 ms). Nonetheless, the entire data range is commonly analyzed collectively using theoretical multi-parametric models3,7,8. While these models are very useful to characterize the saturation region of the uptake curve (τ = 20-200 ms), the constraint of fitting all delay time regimes simultaneously frequently results in mediocre fits for all of them. In this work we investigated for which delay times the simple, but suitable, Butler model1 is applicable for determination of alveolar S/V through correlation with the apparent diffusion coefficients (ADCs) in chronic-obstructive pulmonary disease (COPD) patients, healthy smokers (HS) and age-matched normal (AMN) subjects.

Methods

Eight AMN (age 63 ± 10), 8 HS (age 60 ± 9), and 13 COPD (age 67 ± 8) subjects underwent HXe ADC MRI and CSSR MR spectroscopy. All MR studies were performed at 1.5T (Avanto; Siemens), using a flexible xenon-129 chest RF coil (Clinical MR Solutions), under a physician’s IND for HXe MRI. Informed consent was obtained in all cases and a physician supervised each study. Enriched xenon gas (87% xenon-129) was polarized using a prototype commercial system (XeBox-E10, Xemed). For CSSR data analysis the slope of a linear regression line fitted through the tissue-plasma (TP) and red-blood cell (RBC) peak areas as a function of the square root of the delay time τ between saturation of the dissolved-phase magnetization and RF excitation of a free induction decay was used to calculate S/V according to9:

$$F(\tau) = \lambda\frac{S_{A}}{V_{Gas}}\sqrt{\frac{4D_{diss}\tau}{\pi}}$$

F(τ) is the measured dissolved-phase (either TP or RBC) to gas-phase ratio, λ is the Oswald xenon solubility (0.1 for TP and 0.17 for RBC), SA is the alveolar surface area, VGas is the gas volume and Ddiss is the xenon diffusion constant in tissue (3.3 × 10-6cm2/s)10. Up to five delay times (3, 5, 7.5, 10, and 15 ms) were included in the computation of S/V.

Results and Discussion

Figure 1 depicts the correlation between the TP SV calculated using the 5 shortest delay times of the CSSR acquisition, and the HXe ADC measurement averaged over the entire lung. Considering the conceptual similarity of these two quantities an R2 value of 0.31 (p = 0.002) for the correlation was unexpectedly low. Interestingly, R2 increased to 0.6 (p = 9×10-7) when only the shortest TP delay time (3 ms) was employed in the S/V calculation and, maybe even more surprisingly, peaked at an R2 of 0.65 (p = 1×10-7) for the S/V based on the 3-ms delay time of the RBC uptake curve (see Fig. 2). While the link between a morphometric S/V and the CSSR-derived S/V is intuitively fairly clear for the TP measurement, the interpretation of the S/V for the RBC measurement is less obvious. The TP and RBC S/V were well correlated (R2 = 0.81; p = 3×10-11) within our subject cohort (Fig. 3) but we would argue that the former (TP S/V) is tied to structure while the latter (RBC S/V) is rather an effective S/V of functional nature. Thus, these two parameters are tied to different aspects of pulmonary gas exchange and one might expect their correlation to weaken for other disease patterns (e.g., fibrosis). Nevertheless, our results seem to indicate that it is instrumental to measure the dissolved-phase to gas-phase ratios at very short delay times (5 ms or less) for an accurate assessment of the pulmonary S/V.

Conclusion

We demonstrated that for very short delay times following saturation of the HXe dissolved-phase magnetization in the lung, CSSR spectroscopy is highly correlated with the ADC measurement and, hence, the related pulmonary S/V. This correlation quickly diminishes for delay times larger than about 5 ms.

Acknowledgements

Supported by NIH grant R01 HL109618 and Siemens Medical Solutions.

References

1. Butler et al. J Phys Condens Matter 2002;14(13):L297-304.

2. Abdeen N et al. MRM 2006;56:255-264.

3. Patz et al. New J Physics 2011;13:015009.

4. Qing et al. NMR in Biomed 2014;27(12):1490-1501.

5. Li et al. MRM 2015;epub.

6. Fox et al. Med Phys. 2014;41(7):072302.

7. Mansson S et al. MRM 2003;50:1170-1179.

8. Chang et al. MRM 2014;71(1):339-44.

9. Patz et al. Eur J Radiol. 2007 Dec;64(3):335-44.

10. Ruppert et al. MRM 2004;51:676-687.

Figures

Figure 1. Correlation between xenon ADC and the TP S/V calculated by using the first 5 delay times of the CSSR acquisition.

Figure 2. Correlation between xenon ADC and the effective RBC S/V calculated by using only the first 3-ms delay time of the CSSR acquisition.

Figure 3. Correlation between the TP S/V and the effective RBC S/V calculated by using only the first 3-ms delay time of the CSSR acquisition.



Proc. Intl. Soc. Mag. Reson. Med. 24 (2016)
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