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Inter-user Comparison for Quantification of Superparamagnetic Iron Oxides with Magnetic Particle Imaging Across Two Institutions Highlights a Need for Standardized Approaches.

作者信息

Good Hayden J, Sehl Olivia C, Gevaert Julia J, Yu Bo, Berih Maryam A, Montero Sebastian A, Rinaldi-Ramos Carlos M, Foster Paula J

机构信息

Department of Chemical Engineering, University of Florida, 1006 Center Dr. P.O. Box 116005, Gainesville, FL, 32611, USA.

Department of Medical Biophysics, Imaging Research Laboratories, Western University, Robarts Research Institute, London, ON, N6A 5B7, Canada.

出版信息

Mol Imaging Biol. 2023 Oct;25(5):954-967. doi: 10.1007/s11307-023-01829-2. Epub 2023 Jun 29.


DOI:10.1007/s11307-023-01829-2
PMID:37386319
Abstract

PURPOSE: Magnetic particle imaging (MPI) is being explored in biological contexts that require accurate and reproducible quantification of superparamagnetic iron oxide nanoparticles (SPIONs). While many groups have focused on improving imager and SPION design to improve resolution and sensitivity, a few have focused on improving quantification and reproducibility of MPI. The aim of this study was to compare MPI quantification results by two different systems and the accuracy of SPION quantification performed by multiple users at two institutions. PROCEDURES: Six users (3 from each institute) imaged a known amount of Vivotrax + (10 μg Fe), diluted in a small (10 μL) or large (500 μL) volume. These samples were imaged with or without calibration standards in the field of view, to create a total of 72 images (6 users × triplicate samples × 2 sample volumes × 2 calibration methods). These images were analyzed by the respective user with two region of interest (ROI) selection methods. Image intensities, Vivotrax + quantification, and ROI selection were compared across users, within and across institutions. RESULTS: MPI imagers at two different institutes produce significantly different signal intensities, that differ by over 3 times for the same concentration of Vivotrax + . Overall quantification yielded measurements that were within [Formula: see text] 20% from ground truth; however, SPION quantification values obtained at each laboratory were significantly different. Results suggest that the use of different imagers had a stronger influence on SPION quantification compared to differences arising from user error. Lastly, calibration conducted from samples in the imaging field of view gave the same quantification results as separately imaged samples. CONCLUSIONS: This study highlights that there are many factors that contribute to the accuracy and reproducibility of MPI quantification, including variation between MPI imagers and users, despite pre-defined experimental setup, image acquisition parameters, and ROI selection analysis.

摘要

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[5]
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本文引用的文献

[1]
An anatomically correct 3D-printed mouse phantom for magnetic particle imaging studies.

Bioeng Transl Med. 2022-3-1

[2]
Tracking adoptive T cell immunotherapy using magnetic particle imaging.

Nanotheranostics. 2021

[3]
Emerging Biomedical Applications Based on the Response of Magnetic Nanoparticles to Time-Varying Magnetic Fields.

Annu Rev Chem Biomol Eng. 2021-6-7

[4]
Magnetic Particle Imaging of Macrophages Associated with Cancer: Filling the Voids Left by Iron-Based Magnetic Resonance Imaging.

Mol Imaging Biol. 2020-8

[5]
Trimodal Cell Tracking In Vivo: Combining Iron- and Fluorine-Based Magnetic Resonance Imaging with Magnetic Particle Imaging to Monitor the Delivery of Mesenchymal Stem Cells and the Ensuing Inflammation.

Tomography. 2019-12

[6]
Human-sized magnetic particle imaging for brain applications.

Nat Commun. 2019-4-26

[7]
A Review of Magnetic Particle Imaging and Perspectives on Neuroimaging.

AJNR Am J Neuroradiol. 2019-1-17

[8]
Superparamagnetic iron oxides as MPI tracers: A primer and review of early applications.

Adv Drug Deliv Rev. 2018-12-13

[9]
In vivo tracking and quantification of inhaled aerosol using magnetic particle imaging towards inhaled therapeutic monitoring.

Theranostics. 2018-6-8

[10]
Magnetic particle imaging of islet transplantation in the liver and under the kidney capsule in mouse models.

Quant Imaging Med Surg. 2018-3

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