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Updated: May 13, 2025

Author Spotlight: Optimized Lung MRI Protocol with Computationally Efficient Reconstruction Methods
Published on: September 6, 2024
Three-Dimensional Free-Breathing Ultrashort Echo Time (UTE) 1H MRI Regional Ventilation: Comparison With
Fei Tan1,2, Rachel L Eddy3,4, Vanessa M Diamond3
1UC Berkeley-UCSF Graduate Program in Bioengineering, University of California, Berkeley, Berkeley, California, USA.
Abstract:
MRI can provide localized assessment of lung function for monitoring people with lung disease. Hyperpolarized 129Xe MRI directly images pulmonary gas distribution but requires specialized hardware. Conventional 1H MRI acquisitions can also provide functional maps using free-breathing approaches. The purpose of this study is to evaluate regional ventilation derived from 3D ultrashort echo-time (UTE) 1H MRI using Motion-Compensated Low-Rank constrained reconstruction (MoCoLoR), by comparing against 129Xe MRI and pulmonary function testing as reference-standard. The study is retrospective in design. The study included 57 participants (25.4 ± 15.8 years, 35 males and 22 females): 12 healthy volunteers, 20 pediatric, and 25 adult people with cystic fibrosis (CF) scanned between January 2022 and February 2023. Field strength/sequence: 3T; 129Xe: 2D multislice spoiled gradient-recalled sequence; UTE 1H: variable-density 3D radial sequence. K-means-based 129Xe ventilation defect percent (VDP), forced expiratory volume in 1 s (FEV1), and lung clearance index (LCI) were evaluated against UTE 1H VDP from a modified k-means method. The correspondence of ventilation defect maps from 129Xe and UTE 1H was also evaluated. Statistical tests included the Pearson correlation coefficient (r) and t tests, with p < 0.05 considered significant. 129Xe and UTE 1H VDP were significantly correlated (r = 0.64, p = ). Bland-Altman analysis showed a bias of -0.05 (p = ) and limits of agreement of (0.07, -0.17). The Dice spatial accuracy of the UTE-based ventilation defect regions using 129Xe as reference was 0.64 ± 0.05. UTE 1H VDP was significantly correlated with FEV1 (r = -0.54, p = ) and LCI (r = 0.48, p = ) and was significantly different between healthy and CF participants (p = 0.017), although the correlations and differences were stronger for 129Xe VDP. UTE 1H VDP correlated with 129Xe VDP, FEV1, and LCI, and demonstrated high, consistent Dice spatial accuracy against 129Xe VDP. UTE 1H VDP captured variations in lung ventilation and has the advantage that it can be widely implemented on any MR system for evaluation and monitoring of patients with lung disease.
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