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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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