Long-Term Stability of Gradient Characteristics Warrants Model-Based Correction of Diffusion Weighting Bias.

apparent diffusion coefficient (ADC) diffusion weighted imaging (DWI) gradient nonlinearity (GNL) longitudinal multi-platform ADC QC studies root-mean-square difference (RMSD)

Journal

Tomography (Ann Arbor, Mich.)
ISSN: 2379-139X
Titre abrégé: Tomography
Pays: Switzerland
ID NLM: 101671170

Informations de publication

Date de publication:
04 02 2022
Historique:
received: 06 01 2022
revised: 26 01 2022
accepted: 29 01 2022
entrez: 24 2 2022
pubmed: 25 2 2022
medline: 25 3 2022
Statut: epublish

Résumé

The study aims to test the long-term stability of gradient characteristics for model-based correction of diffusion weighting (DW) bias in an apparent diffusion coefficient (ADC) for multisite imaging trials. Single spin echo (SSE) DWI of a long-tube ice-water phantom was acquired quarterly on six MR scanners over two years for individual diffusion gradient channels, along with B0 mapping, as a function of right-left (RL) and superior-inferior (SI) offsets from the isocenter. Additional double spin-echo (DSE) DWI was performed on two systems. The offset dependences of derived ADC were fit to 4th-order polynomials. Chronic shim gradients were measured from spatial derivatives of B0 maps along the tube direction. Gradient nonlinearity (GNL) was modeled using vendor-provided gradient field descriptions. Deviations were quantified by root-mean-square differences (RMSD), normalized to reference ice-water ADC, between the model and reference (RMSDREF), measurement and model (RMSDEXP), and temporal measurement variations (RMSDTMP). Average RMSDREF was 4.9 ± 3.2 (%RL) and -14.8 ± 3.8 (%SI), and threefold larger than RMSDEXP. RMSDTMP was close to measurement errors (~3%). GNL-induced bias across gradient systems varied up to 20%, while deviation from the model accounted at most for 6.5%, and temporal variation for less than 3% of ADC reproducibility error. Higher SSE RMSDEXP = 7.5-11% was reduced to 2.5-4.8% by DSE, consistent with the eddy current origin. Measured chronic shim gradients below 0.1 mT/m had a minor contribution to ADC bias. The demonstrated long-term stability of spatial ADC profiles and consistency with system GNL models justifies retrospective and prospective DW bias correction based on system gradient design models. Residual errors due to eddy currents and shim gradients should be corrected independent of GNL.

Identifiants

pubmed: 35202195
pii: tomography8010030
doi: 10.3390/tomography8010030
pmc: PMC8875771
doi:

Types de publication

Journal Article Research Support, N.I.H., Extramural

Langues

eng

Sous-ensembles de citation

IM

Pagination

364-375

Subventions

Organisme : NCI NIH HHS
ID : R01 CA190299
Pays : United States
Organisme : NCI NIH HHS
ID : U01 CA140204
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA207290
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA248192
Pays : United States
Organisme : NCI NIH HHS
ID : U01 CA225427
Pays : United States
Organisme : NCI NIH HHS
ID : U01 CA166104
Pays : United States

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Auteurs

Yuxi Pang (Y)

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

Dariya I Malyarenko (DI)

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

Lisa J Wilmes (LJ)

Department of Radiology & Biomedical Imaging, University of California, San Francisco, CA 94158, USA.

Ajit Devaraj (A)

Philips Research Laboratories, Cambridge, MA 02141, USA.

Ek T Tan (ET)

Radiology and Imaging, Hospital for Special Surgery, New York, NY 10021, USA.

Luca Marinelli (L)

GE Global Research, Niskayuna, NY 12309, USA.

Axel Vom Endt (AV)

Siemens Healthcare GmbH, 91052 Erlangen, Germany.

Johannes Peeters (J)

Philips MR Clinical Science, 5684 PC Best, The Netherlands.

Michael A Jacobs (MA)

Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA.

David C Newitt (DC)

Department of Radiology & Biomedical Imaging, University of California, San Francisco, CA 94158, USA.

Thomas L Chenevert (TL)

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

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