Abstract
Background: Pancreatic ductal adenocarcinoma (PDAC) stromal disposition is thought to influence chemotherapy efficacy and increase tissue stiffness, which could be quantified noninvasively via MR elastography (MRE). Current methods cause position-based errors in pancreas location over time, hampering accuracy. It would be beneficial to have a single breath-hold acquisition. Purpose: To develop and test a single breath-hold three-dimensional MRE technique utilizing prospective undersampling and a compressed sensing reconstruction (CS-MRE). Study Type: Prospective. Population: A total of 30 healthy volunteers (HV) (31 ± 9 years; 33% male) and five patients with PDAC (69 ± 5 years; 80% male). Field Strength/Sequence: 3-T, GRE Ristretto MRE. Assessment: First, optimization of multi breath-hold MRE was done in 10 HV using four combinations of vibration frequency, number of measured wave-phase offsets, and TE and looking at MRE quality measures in the pancreas head. Second, viscoelastic parameters delineated in the pancreas head or tumor of CS-MRE were compared against (I) 2D and (II) 3D four breath-hold acquisitions in HV (N = 20) and PDAC patients. Intrasession repeatability was assessed for CS-MRE in a subgroup of healthy volunteers (N = 15). Statistical Tests: Tests include repeated measures analysis of variance (ANOVA), Bland–Altman analysis, and coefficients of variation (CoVs). A P-value <.05 was considered statistically significant. Results: Optimization of the four breath-hold acquisitions resulted in 40 Hz vibration frequency, five wave-phases, and echo time (TE) = 6.9 msec as the preferred method (4BH-MRE). CS-MRE quantitative results did not differ from 4BH-MRE. Shear wave speed (SWS) and phase angle differed significantly between HV and PDAC patients using 4BH-MRE or CS-MRE. The limits of agreement for SWS were [−0.09, 0.10] m/second and the within-subject CoV was 4.8% for CS-MRE. Data Conclusion: CS-MRE might allow a single breath-hold MRE acquisition with comparable SWS and phase angle as 4BH-MRE, and it may still enable to differentiate between HV and PDAC. Level of Evidence: 2. Technical Efficacy Stage: 2.
| Original language | English |
|---|---|
| Pages (from-to) | 688-698 |
| Number of pages | 11 |
| Journal | Journal of magnetic resonance imaging |
| Volume | 59 |
| Issue number | 2 |
| Early online date | 2023 |
| DOIs | |
| Publication status | Published - Feb 2024 |
Keywords
- compressed sensing
- magnetic resonance elastography
- pancreatic ductal adenocarcinoma
- pancreatic magnetic resonance elastography
- single breath-hold magnetic resonance elastography
- visco-elastic properties of the pancreas
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