Evaluation of Apparent Diffusion Coefficient Repeatability and Reproducibility for Preclinical MRIs Using Standardized Procedures and a Diffusion-Weighted Imaging Phantom

Author:

Malyarenko Dariya1ORCID,Amouzandeh Ghoncheh12,Pickup Stephen3,Zhou Rong3ORCID,Manning Henry Charles4,Gammon Seth T.4ORCID,Shoghi Kooresh I.5,Quirk James D.5,Sriram Renuka6ORCID,Larson Peder6ORCID,Lewis Michael T.7ORCID,Pautler Robia G.7ORCID,Kinahan Paul E.8,Muzi Mark8ORCID,Chenevert Thomas L.1

Affiliation:

1. Department of Radiology, University of Michigan, Ann Arbor, MI 48109, USA

2. Neuro42, Inc., San Francisco, CA 94105, USA

3. Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA

4. Department of Cancer Systems Imaging, The University of Texas MDACC, Houston, TX 77030, USA

5. Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO 63110, USA

6. UCSF Department of Radiology & Biomedical Imaging, San Francisco, CA 94158, USA

7. Baylor College of Medicine, Houston, TX 77030, USA

8. Department of Radiology, University of Washington, Seattle, WA 98195, USA

Abstract

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] µm2/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.

Funder

National Institutes of Health

Publisher

MDPI AG

Subject

Radiology, Nuclear Medicine and imaging

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3