A Single Breath-hold Protocol for Hyperpolarized 129 Xe Ventilation and Gas Exchange Imaging.
Peter J NiedbalskiMatthew M WillmeringRobert P ThomenJohn P MuglerJiwoong ChoiChase HallMario CastroPublished in: NMR in biomedicine (2023)
Hyperpolarized 129 Xe MRI (Xe-MRI) is increasingly used to image the structure and function of the lungs. Because 129 Xe imaging can provide multiple contrasts (ventilation, alveolar airspace size, and gas exchange), imaging often occurs over several breath-holds, which increases the time, expense, and patient burden of scans. We propose an imaging sequence that can be used to acquire Xe-MRI gas exchange and high-quality ventilation images within a single, ~10 s breath-hold. This method uses a radial 1-point Dixon approach to sample dissolved 129 Xe signal, which is interleaved with a 3D spiral ("FLORET") encoding pattern for gaseous 129 Xe. Thus, ventilation images are obtained at higher nominal spatial resolution (4.2 x 4.2 x 4.2 mm 3 ) compared to gas-exchange images (6.25 x 6.25 x 6.25 mm 3 ), both competitive with current standards within the Xe-MRI field. Moreover, the short 10 s Xe-MRI acquisition time allows for 1 H "anatomic" images used for thoracic cavity masking to be acquired within the same breath-hold for a total scan time of ~14 s. Images were acquired using this single-breath method in 11 volunteers (N = 4 healthy, N = 7 post-acute COVID). For 11 of these subjects, a separate breath-hold was used to acquire a "dedicated" ventilation scan and 5 had an additional "dedicated" gas exchange scan. The images acquired using the single-breath protocol were compared to those from dedicated scans using Bland-Altman analysis, intra-class correlation (ICC), structural similarity, peak SNR (PSNR), Dice coefficients, and average distance. Imaging markers from the single-breath protocol showed high correlation with dedicated scans (Ventilation Defect Percent, ICC = 0.77, p = 0.01, membrane/gas, ICC = 0.97, p = 0.001, and red blood cell/gas, ICC = 0.99, p < 0.001). Images showed good qualitative and quantitative regional agreement. This single-breath protocol enables the collection of essential Xe-MRI information within one breath-hold, simplifying scanning sessions and reducing costs associated with Xe-MRI.
Keyphrases
- contrast enhanced
- deep learning
- computed tomography
- high resolution
- magnetic resonance imaging
- respiratory failure
- convolutional neural network
- optical coherence tomography
- diffusion weighted imaging
- room temperature
- randomized controlled trial
- mechanical ventilation
- carbon dioxide
- magnetic resonance
- coronavirus disease
- red blood cell
- systematic review
- single molecule
- amino acid
- acute respiratory distress syndrome