Department of Radiology, University of Michigan, Ann Arbor, MI 48109, USA.
Neuro42, Inc., San Francisco, CA 94105, USA.
Tomography. 2023 Feb 7;9(1):375-386. doi: 10.3390/tomography9010030.
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/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.
与合作临床试验相关,本工作旨在评估使用标准化程序进行临床 MRI 比较的预临床 MRI 表观扩散系数 (ADC) 的可重复性、再现性和偏倚。控温体模提供了一个绝对参考标准,用于测量这些性能指标的空间均匀性。七个机构参与了这项研究,在三个供应商的 10 个预临床扫描仪上,在六个场强下,在多天内采集扩散加权成像 (DWI) 数据。集中式和基于站点的分析进行了比较,以说明由于处理工作流程而增加的方差。在磁体等中心处,短期(检查内)和长期(多天)重复性在系统内变异系数内非常好,wCV [±CI] = 0.73% [0.54%,1.12%] 和 1.26% [0.94%,1.89%]。跨系统再现性系数,RDC [±CI] = 0.188 [0.129,0.343] µm/ms,对应于参考标准的 17% [12%,31%]。对于 10 个系统中的 8 个,等中心处的绝对偏差较低(低于 4%),而两个高偏差(>10%)扫描仪是相对较高 RDC 的主要贡献者。对于 10 个系统中的 2 个,观察到由于站点特定分析而导致的显著额外方差(>2%)。基础水平的技术偏差、重复性、再现性和空间均匀性模式与人体 MRI 一致(按孔径尺寸缩放)。经过良好校准的预临床 MRI 系统能够进行高度可重复和可再现的 ADC 测量。