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Evaluation of Apparent Diffusion Coefficient Repeatability and Reproducibility for Preclinical MRIs Using Standardized Procedures and a Diffusion-Weighted Imaging Phantom
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 abs...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9964373/ https://www.ncbi.nlm.nih.gov/pubmed/36828382 http://dx.doi.org/10.3390/tomography9010030 |
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author | Malyarenko, Dariya Amouzandeh, Ghoncheh Pickup, Stephen Zhou, Rong Manning, Henry Charles Gammon, Seth T. Shoghi, Kooresh I. Quirk, James D. Sriram, Renuka Larson, Peder Lewis, Michael T. Pautler, Robia G. Kinahan, Paul E. Muzi, Mark Chenevert, Thomas L. |
author_facet | Malyarenko, Dariya Amouzandeh, Ghoncheh Pickup, Stephen Zhou, Rong Manning, Henry Charles Gammon, Seth T. Shoghi, Kooresh I. Quirk, James D. Sriram, Renuka Larson, Peder Lewis, Michael T. Pautler, Robia G. Kinahan, Paul E. Muzi, Mark Chenevert, Thomas L. |
author_sort | Malyarenko, Dariya |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9964373 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-99643732023-02-26 Evaluation of Apparent Diffusion Coefficient Repeatability and Reproducibility for Preclinical MRIs Using Standardized Procedures and a Diffusion-Weighted Imaging Phantom Malyarenko, Dariya Amouzandeh, Ghoncheh Pickup, Stephen Zhou, Rong Manning, Henry Charles Gammon, Seth T. Shoghi, Kooresh I. Quirk, James D. Sriram, Renuka Larson, Peder Lewis, Michael T. Pautler, Robia G. Kinahan, Paul E. Muzi, Mark Chenevert, Thomas L. Tomography Article 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. MDPI 2023-02-07 /pmc/articles/PMC9964373/ /pubmed/36828382 http://dx.doi.org/10.3390/tomography9010030 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Malyarenko, Dariya Amouzandeh, Ghoncheh Pickup, Stephen Zhou, Rong Manning, Henry Charles Gammon, Seth T. Shoghi, Kooresh I. Quirk, James D. Sriram, Renuka Larson, Peder Lewis, Michael T. Pautler, Robia G. Kinahan, Paul E. Muzi, Mark Chenevert, Thomas L. Evaluation of Apparent Diffusion Coefficient Repeatability and Reproducibility for Preclinical MRIs Using Standardized Procedures and a Diffusion-Weighted Imaging Phantom |
title | Evaluation of Apparent Diffusion Coefficient Repeatability and Reproducibility for Preclinical MRIs Using Standardized Procedures and a Diffusion-Weighted Imaging Phantom |
title_full | Evaluation of Apparent Diffusion Coefficient Repeatability and Reproducibility for Preclinical MRIs Using Standardized Procedures and a Diffusion-Weighted Imaging Phantom |
title_fullStr | Evaluation of Apparent Diffusion Coefficient Repeatability and Reproducibility for Preclinical MRIs Using Standardized Procedures and a Diffusion-Weighted Imaging Phantom |
title_full_unstemmed | Evaluation of Apparent Diffusion Coefficient Repeatability and Reproducibility for Preclinical MRIs Using Standardized Procedures and a Diffusion-Weighted Imaging Phantom |
title_short | Evaluation of Apparent Diffusion Coefficient Repeatability and Reproducibility for Preclinical MRIs Using Standardized Procedures and a Diffusion-Weighted Imaging Phantom |
title_sort | evaluation of apparent diffusion coefficient repeatability and reproducibility for preclinical mris using standardized procedures and a diffusion-weighted imaging phantom |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9964373/ https://www.ncbi.nlm.nih.gov/pubmed/36828382 http://dx.doi.org/10.3390/tomography9010030 |
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