Emphysema index based on hyperpolarized 3He or 129Xe diffusion MRI: Performance and comparison with quantitative CT and pulmonary function tests

Sina Tafti, William J. Garrison, John P. Mugler, Y. Michael Shim, Talissa A. Altes, Jaime F. Mata, Eduard E. de Lange, Gordon D. Cates, Alan M. Ropp, Chengbo Wang, G. Wilson Miller

Research output: Journal PublicationArticlepeer-review

12 Citations (Scopus)

Abstract

Background: Apparent diffusion coefficient (ADC) maps of inhaled hyperpolarized gases have shown promise in the characterization of emphysema in patients with chronic obstructive pulmonary disease (COPD), yet an easily interpreted quantitative metric beyond mean and standard deviation has not been established. Purpose: To introduce a quantitative framework with which to characterize emphysema burden based on hyperpolarized helium 3 (3He) and xenon 129 (129Xe) ADC maps and compare its diagnostic performance with CT-based emphysema metrics and pulmonary function tests (PFTs). Materials and Methods: Twenty-seven patients with mild, moderate, or severe COPD and 13 age-matched healthy control subjects participated in this retrospective study. Participants underwent CT and multiple b value diffusion-weighted 3He and 129Xe MRI examinations and standard PFTs between August 2014 and November 2017. ADC-based emphysema index was computed separately for each gas and b value as the fraction of lung voxels with ADC values greater than in the healthy group 99th percentile. The resulting values were compared with quantitative CT results (relative lung area,2950 HU) as the reference standard. Diagnostic performance metrics included area under the receiver operating characteristic curve (AUC). Spearman rank correlations and Wilcoxon rank sum tests were performed between ADC-, CT-, and PFT-based metrics, and intraclass correlation was performed between repeated measurements. Results: Thirty-six participants were evaluated (mean age, 60 years 6 6 [standard deviation]; 20 women). ADC-based emphysema index was highly repeatable (intraclass correlation coefficient . 0.99) and strongly correlated with quantitative CT (r = 0.86, P , .001 for 3He; r = 0.85, P , .001 for 129Xe) with high AUC (0.93; 95% confidence interval [CI]: 0.85, 1.00). ADC emphysema indices were also correlated with percentage of predicted diffusing capacity of lung for carbon monoxide (r = 20.81, P , .001 for 3He; r = 20.80, P , .001 for 129Xe) and percentage of predicted residual lung volume divided by total lung capacity (r = 0.65, P , .001 for 3He; r = 0.61, P , .001 for 129Xe). Conclusion: Emphysema index based on hyperpolarized helium 3 or xenon 129 diffusion MRI provides a repeatable measure of emphysema burden, independent of gas or b value, with similar diagnostic performance as quantitative CT or pulmonary function metrics.

Original languageEnglish
Pages (from-to)201-210
Number of pages10
JournalRadiology
Volume297
Issue number1
DOIs
Publication statusPublished - Oct 2020

ASJC Scopus subject areas

  • Radiology Nuclear Medicine and imaging

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