Evaluation of Apparent Diffusion Coefficient Repeatability and Reproducibility for Preclinical MRIs Using Standardized Procedures and a Diffusion-Weighted Imaging Phantom.
Dariya I MalyarenkoGhoncheh AmouzandehStephen PickupRong ZhouHenry Charles ManningSeth T GammonKooresh I ShoghiJames D QuirkRenuka SriramPeder Eric Zufall LarsonMichael T LewisRobia G PautlerPaul E KinahanMark MuziThomas L ChenevertPublished in: Tomography (Ann Arbor, Mich.) (2023)
Relevant to co-clinical trials, the goal of this work was to assess repeatability, reproducibility, and bias of the apparent diffusion coefficient (ADC) for preclinical MRIs using standardized procedures for comparison to performance of clinical MRIs. A temperature-controlled phantom provided an absolute reference standard to measure spatial uniformity of these performance metrics. Seven institutions participated in the study, wherein diffusion-weighted imaging (DWI) data were acquired over multiple days on 10 preclinical scanners, from 3 vendors, at 6 field strengths. Centralized versus site-based analysis was compared to illustrate incremental variance due to processing workflow. At magnet isocenter, short-term (intra-exam) and long-term (multiday) repeatability were excellent at within-system coefficient of variance, wCV [±CI] = 0.73% [0.54%, 1.12%] and 1.26% [0.94%, 1.89%], respectively. The cross-system reproducibility coefficient, RDC [±CI] = 0.188 [0.129, 0.343] µm 2 /ms, corresponded to 17% [12%, 31%] relative to the reference standard. Absolute bias at isocenter was low (within 4%) for 8 of 10 systems, whereas two high-bias (>10%) scanners were primary contributors to the relatively high RDC. Significant additional variance (>2%) due to site-specific analysis was observed for 2 of 10 systems. Base-level technical bias, repeatability, reproducibility, and spatial uniformity patterns were consistent with human MRIs (scaled for bore size). Well-calibrated preclinical MRI systems are capable of highly repeatable and reproducible ADC measurements.
Keyphrases
- diffusion weighted imaging
- contrast enhanced
- magnetic resonance imaging
- clinical trial
- cell therapy
- electronic health record
- mass spectrometry
- magnetic resonance
- ms ms
- computed tomography
- small cell lung cancer
- randomized controlled trial
- mesenchymal stem cells
- study protocol
- data analysis
- bone marrow
- pluripotent stem cells