101
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Wu LC, Zhang Y, Steinberg G, Qu H, Huang S, Cheng M, Bliss T, Du F, Rao J, Song G, Pisani L, Doyle T, Conolly S, Krishnan K, Grant G, Wintermark M. A Review of Magnetic Particle Imaging and Perspectives on Neuroimaging. AJNR Am J Neuroradiol 2019; 40:206-212. [PMID: 30655254 DOI: 10.3174/ajnr.a5896] [Citation(s) in RCA: 81] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Accepted: 07/06/2018] [Indexed: 12/14/2022]
Abstract
Magnetic particle imaging is an emerging tomographic technique with the potential for simultaneous high-resolution, high-sensitivity, and real-time imaging. Magnetic particle imaging is based on the unique behavior of superparamagnetic iron oxide nanoparticles modeled by the Langevin theory, with the ability to track and quantify nanoparticle concentrations without tissue background noise. It is a promising new imaging technique for multiple applications, including vascular and perfusion imaging, oncology imaging, cell tracking, inflammation imaging, and trauma imaging. In particular, many neuroimaging applications may be enabled and enhanced with magnetic particle imaging. In this review, we will provide an overview of magnetic particle imaging principles and implementation, current applications, promising neuroimaging applications, and practical considerations.
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Affiliation(s)
- L C Wu
- From the Departments of Bioengineering (L.C.W.)
| | - Y Zhang
- Radiology (Y.Z., H.Q., S.H., M.W.)
| | - G Steinberg
- Neurosurgery (G.S., M.C., T.B., F.D., G.G.).,Neuroradiology Section, Radiology (J.R., G.S., L.P.)
| | - H Qu
- Radiology (Y.Z., H.Q., S.H., M.W.)
| | - S Huang
- Radiology (Y.Z., H.Q., S.H., M.W.).,Chongqing Medical University (S.H.), Traditional Chinese Medicine College, Chongqing, China
| | - M Cheng
- Neurosurgery (G.S., M.C., T.B., F.D., G.G.)
| | - T Bliss
- Neurosurgery (G.S., M.C., T.B., F.D., G.G.)
| | - F Du
- Neurosurgery (G.S., M.C., T.B., F.D., G.G.)
| | - J Rao
- Neuroradiology Section, Radiology (J.R., G.S., L.P.)
| | - G Song
- From the Departments of Bioengineering (L.C.W.)
| | - L Pisani
- Neuroradiology Section, Radiology (J.R., G.S., L.P.)
| | - T Doyle
- Pediatrics (T.D.), Stanford University, Stanford, California
| | - S Conolly
- Department of Electrical Engineering and Computer Sciences (S.C.), University of California Berkeley, Berkeley, California
| | - K Krishnan
- Departments of Materials Sciences and Engineering and Physics (K.K.), University of Washington, Seattle, Washington
| | - G Grant
- Neurosurgery (G.S., M.C., T.B., F.D., G.G.)
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102
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Lu K, Goodwill P, Zheng B, Conolly S. Multi-Channel Acquisition for Isotropic Resolution in Magnetic Particle Imaging. IEEE TRANSACTIONS ON MEDICAL IMAGING 2018; 37:1989-1998. [PMID: 29990139 PMCID: PMC6200336 DOI: 10.1109/tmi.2017.2787500] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Magnetic Particle Imaging (MPI), a molecular imaging modality that images biocompatible superparamagnetic iron oxide tracers, is well-suited for clinical angiography, in vivo cell tracking, cancer detection, and inflammation imaging. MPI is sensitive and quantitative to tracer concentration, with a positive contrast that is not attenuated or corrupted by tissue background. Like other clinical imaging techniques, such as computed tomography, magnetic resonance imaging, and nuclear medicine, MPI can be modeled as a linear and shift-invariant system with a well-defined point spread function (PSF) capturing the system blur. The key difference, as we show here, is that the MPI PSF is highly dependent on scanning parameters and is anisotropic using only a single-imaging trajectory. This anisotropic resolution poses a major challenge for clear and accurate clinical diagnosis. In this paper, we generalize a tensor imaging theory for multidimensional x-space MPI to explore the physical source of this anisotropy, present a multi-channel scanning algorithm to enable isotropic resolution, and experimentally demonstrate isotropic MPI resolution through the construction and the use of two orthogonal excitation and detector coil pairs.
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103
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Zhou XY, Tay ZW, Chandrasekharan P, Yu EY, Hensley DW, Orendorff R, Jeffris KE, Mai D, Zheng B, Goodwill PW, Conolly SM. Magnetic particle imaging for radiation-free, sensitive and high-contrast vascular imaging and cell tracking. Curr Opin Chem Biol 2018; 45:131-138. [PMID: 29754007 PMCID: PMC6500458 DOI: 10.1016/j.cbpa.2018.04.014] [Citation(s) in RCA: 55] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Revised: 04/16/2018] [Accepted: 04/20/2018] [Indexed: 01/04/2023]
Abstract
Magnetic particle imaging (MPI) is an emerging ionizing radiation-free biomedical tracer imaging technique that directly images the intense magnetization of superparamagnetic iron oxide nanoparticles (SPIOs). MPI offers ideal image contrast because MPI shows zero signal from background tissues. Moreover, there is zero attenuation of the signal with depth in tissue, allowing for imaging deep inside the body quantitatively at any location. Recent work has demonstrated the potential of MPI for robust, sensitive vascular imaging and cell tracking with high contrast and dose-limited sensitivity comparable to nuclear medicine. To foster future applications in MPI, this new biomedical imaging field is welcoming researchers with expertise in imaging physics, magnetic nanoparticle synthesis and functionalization, nanoscale physics, and small animal imaging applications.
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Affiliation(s)
- Xinyi Y Zhou
- Department of Bioengineering, University of California Berkeley, Berkeley, CA 94720, United States; UC Berkeley - UCSF Graduate Program in Bioengineering, United States.
| | - Zhi Wei Tay
- Department of Bioengineering, University of California Berkeley, Berkeley, CA 94720, United States; UC Berkeley - UCSF Graduate Program in Bioengineering, United States
| | - Prashant Chandrasekharan
- Department of Bioengineering, University of California Berkeley, Berkeley, CA 94720, United States
| | - Elaine Y Yu
- Department of Bioengineering, University of California Berkeley, Berkeley, CA 94720, United States; UC Berkeley - UCSF Graduate Program in Bioengineering, United States
| | - Daniel W Hensley
- Department of Bioengineering, University of California Berkeley, Berkeley, CA 94720, United States; UC Berkeley - UCSF Graduate Program in Bioengineering, United States
| | - Ryan Orendorff
- Department of Bioengineering, University of California Berkeley, Berkeley, CA 94720, United States; UC Berkeley - UCSF Graduate Program in Bioengineering, United States
| | - Kenneth E Jeffris
- Department of Bioengineering, University of California Berkeley, Berkeley, CA 94720, United States
| | - David Mai
- Department of Bioengineering, University of California Berkeley, Berkeley, CA 94720, United States
| | - Bo Zheng
- Department of Bioengineering, University of California Berkeley, Berkeley, CA 94720, United States
| | | | - Steven M Conolly
- Department of Bioengineering, University of California Berkeley, Berkeley, CA 94720, United States; Department of Electrical Engineering and Computer Sciences, University of California Berkeley, Berkeley, CA 94720, United States
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104
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Muslu Y, Utkur M, Demirel OB, Saritas EU. Calibration-Free Relaxation-Based Multi-Color Magnetic Particle Imaging. IEEE TRANSACTIONS ON MEDICAL IMAGING 2018; 37:1920-1931. [PMID: 29993774 DOI: 10.1109/tmi.2018.2818261] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Magnetic particle imaging (MPI) is a novel imaging modality with important potential applications, such as angiography, stem cell tracking, and cancer imaging. Recently, there have been efforts to increase the functionality of MPI via multi-color imaging methods that can distinguish the responses of different nanoparticles, or nanoparticles in different environmental conditions. The proposed techniques typically rely on extensive calibrations that capture the differences in the harmonic responses of the nanoparticles. In this paper, we propose a method to directly estimate the relaxation time constant of the nanoparticles from the MPI signal, which is then used to generate a multi-color relaxation map. The technique is based on the underlying mirror symmetry of the adiabatic MPI signal when the same region is scanned back and forth. We validate the proposed method via simulations, and via experiments on our in-house magnetic particle spectrometer setup at 10.8 kHz and our in-house MPI scanner at 9.7 kHz. Our results show that nanoparticles can be successfully distinguished with the proposed technique, without any calibration or prior knowledge about the nanoparticles.
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105
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Molecular Imaging with 68Ga Radio-Nanomaterials: Shedding Light on Nanoparticles. APPLIED SCIENCES-BASEL 2018. [DOI: 10.3390/app8071098] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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106
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Chandrasekharan P, Tay ZW, Zhou XY, Yu E, Orendorff R, Hensley D, Huynh Q, Fung KLB, VanHook CC, Goodwill P, Zheng B, Conolly S. A perspective on a rapid and radiation-free tracer imaging modality, magnetic particle imaging, with promise for clinical translation. Br J Radiol 2018; 91:20180326. [PMID: 29888968 DOI: 10.1259/bjr.20180326] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Magnetic particle imaging (MPI), introduced at the beginning of the twenty-first century, is emerging as a promising diagnostic tool in addition to the current repertoire of medical imaging modalities. Using superparamagnetic iron oxide nanoparticles (SPIOs), that are available for clinical use, MPI produces high contrast and highly sensitive tomographic images with absolute quantitation, no tissue attenuation at-depth, and there are no view limitations. The MPI signal is governed by the Brownian and Néel relaxation behavior of the particles. The relaxation time constants of these particles can be utilized to map information relating to the local microenvironment, such as viscosity and temperature. Proof-of-concept pre-clinical studies have shown favourable applications of MPI for better understanding the pathophysiology associated with vascular defects, tracking cell-based therapies and nanotheranostics. Functional imaging techniques using MPI will be useful for studying the pathology related to viscosity changes such as in vascular plaques and in determining cell viability of superparamagnetic iron oxide nanoparticle labeled cells. In this review article, an overview of MPI is provided with discussions mainly focusing on MPI tracers, applications of translational capabilities ranging from diagnostics to theranostics and finally outline a promising path towards clinical translation.
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Affiliation(s)
| | - Zhi Wei Tay
- 1 Department of Bioengineering, University of California , Berkeley, CA , USA
| | - Xinyi Yedda Zhou
- 1 Department of Bioengineering, University of California , Berkeley, CA , USA
| | - Elaine Yu
- 2 Magnetic Insight Inc , Alameda, CA , USA
| | | | | | - Quincy Huynh
- 1 Department of Bioengineering, University of California , Berkeley, CA , USA
| | - K L Barry Fung
- 1 Department of Bioengineering, University of California , Berkeley, CA , USA
| | | | | | - Bo Zheng
- 1 Department of Bioengineering, University of California , Berkeley, CA , USA
| | - Steven Conolly
- 1 Department of Bioengineering, University of California , Berkeley, CA , USA.,3 Department of Electrical Engineering and Computer Sciences, University of California , Berkeley, CA , USA
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107
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Tay ZW, Chandrasekharan P, Zhou XY, Yu E, Zheng B, Conolly S. In vivo tracking and quantification of inhaled aerosol using magnetic particle imaging towards inhaled therapeutic monitoring. Theranostics 2018; 8:3676-3687. [PMID: 30026874 PMCID: PMC6037024 DOI: 10.7150/thno.26608] [Citation(s) in RCA: 71] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2018] [Accepted: 05/15/2018] [Indexed: 12/14/2022] Open
Abstract
Pulmonary delivery of therapeutics is attractive due to rapid absorption and non-invasiveness but it is challenging to monitor and quantify the delivered aerosol or powder. Currently, single-photon emission computed tomography (SPECT) is used but requires inhalation of radioactive labels that typically have to be synthesized and attached by hot chemistry techniques just prior to every scan. Methods: In this work, we demonstrate that superparamagnetic iron oxide nanoparticles (SPIONs) can be used to label and track aerosols in vivo with high sensitivity using an emerging medical imaging technique known as magnetic particle imaging (MPI). We perform proof-of-concept experiments with SPIONs for various lung applications such as evaluation of efficiency and uniformity of aerosol delivery, tracking of the initial aerosolized therapeutic deposition in vivo, and finally, sensitive visualization of the entire mucociliary clearance pathway from the lung up to the epiglottis and down the gastrointestinal tract to be excreted. Results: Imaging of SPIONs in the lung has previously been limited by difficulty of lung imaging with magnetic resonance imaging (MRI). In our results, MPI enabled SPION lung imaging with high sensitivity, and a key implication is the potential combination with magnetic actuation or hyperthermia for MPI-guided therapy in the lung with SPIONs. Conclusion: This work shows how magnetic particle imaging can be enabling for new imaging and therapeutic applications of SPIONs in the lung.
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Affiliation(s)
- Zhi Wei Tay
- Department of Bioengineering, University of California, Berkeley, CA 94720, United States
| | | | - Xinyi Yedda Zhou
- Department of Bioengineering, University of California, Berkeley, CA 94720, United States
| | - Elaine Yu
- Magnetic Insight, Inc., Alameda, CA 94501, United States
| | - Bo Zheng
- Department of Bioengineering, University of California, Berkeley, CA 94720, United States
| | - Steven Conolly
- Department of Bioengineering, University of California, Berkeley, CA 94720, United States
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA 94720, United States
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108
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Tay ZW, Chandrasekharan P, Chiu-Lam A, Hensley DW, Dhavalikar R, Zhou XY, Yu EY, Goodwill PW, Zheng B, Rinaldi C, Conolly SM. Magnetic Particle Imaging-Guided Heating in Vivo Using Gradient Fields for Arbitrary Localization of Magnetic Hyperthermia Therapy. ACS NANO 2018; 12:3699-3713. [PMID: 29570277 PMCID: PMC6007035 DOI: 10.1021/acsnano.8b00893] [Citation(s) in RCA: 208] [Impact Index Per Article: 29.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/14/2023]
Abstract
Image-guided treatment of cancer enables physicians to localize and treat tumors with great precision. Here, we present in vivo results showing that an emerging imaging modality, magnetic particle imaging (MPI), can be combined with magnetic hyperthermia into an image-guided theranostic platform. MPI is a noninvasive 3D tomographic imaging method with high sensitivity and contrast, zero ionizing radiation, and is linearly quantitative at any depth with no view limitations. The same superparamagnetic iron oxide nanoparticle (SPIONs) tracers imaged in MPI can also be excited to generate heat for magnetic hyperthermia. In this study, we demonstrate a theranostic platform, with quantitative MPI image guidance for treatment planning and use of the MPI gradients for spatial localization of magnetic hyperthermia to arbitrarily selected regions. This addresses a key challenge of conventional magnetic hyperthermia-SPIONs delivered systemically accumulate in off-target organs ( e.g., liver and spleen), and difficulty in localizing hyperthermia results in collateral heat damage to these organs. Using a MPI magnetic hyperthermia workflow, we demonstrate image-guided spatial localization of hyperthermia to the tumor while minimizing collateral damage to the nearby liver (1-2 cm distance). Localization of thermal damage and therapy was validated with luciferase activity and histological assessment. Apart from localizing thermal therapy, the technique presented here can also be extended to localize actuation of drug release and other biomechanical-based therapies. With high contrast and high sensitivity imaging combined with precise control and localization of the actuated therapy, MPI is a powerful platform for magnetic-based theranostics.
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Affiliation(s)
| | | | - Andreina Chiu-Lam
- Department of Chemical Engineering , University of Florida , Gainesville , Florida 32611 , United States
| | - Daniel W Hensley
- Magnetic Insight, Inc. , Alameda , California 94501 , United States
| | - Rohan Dhavalikar
- Department of Chemical Engineering , University of Florida , Gainesville , Florida 32611 , United States
| | | | - Elaine Y Yu
- Magnetic Insight, Inc. , Alameda , California 94501 , United States
| | | | | | - Carlos Rinaldi
- Department of Chemical Engineering , University of Florida , Gainesville , Florida 32611 , United States
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109
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Herz S, Vogel P, Dietrich P, Kampf T, Rückert MA, Kickuth R, Behr VC, Bley TA. Magnetic Particle Imaging Guided Real-Time Percutaneous Transluminal Angioplasty in a Phantom Model. Cardiovasc Intervent Radiol 2018; 41:1100-1105. [PMID: 29663052 DOI: 10.1007/s00270-018-1955-7] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Accepted: 03/31/2018] [Indexed: 11/30/2022]
Abstract
PURPOSE To investigate the potential of real-time magnetic particle imaging (MPI) to guide percutaneous transluminal angioplasty (PTA) of vascular stenoses in a phantom model. MATERIALS AND METHODS Experiments were conducted on a custom-built MPI scanner. Vascular stenosis phantoms consisted of polyvinyl chloride tubes (inner diameter 8 mm) prepared with a centrally aligned cable tie to form ~ 50% stenoses. MPI angiography for visualization of stenoses was performed using the superparamagnetic iron oxide nanoparticle-based contrast agent Ferucarbotran (10 mmol (Fe)/l). Balloon catheters and guidewires for PTA were visualized using custom-made lacquer markers based on Ferucarbotran. Stenosis dilation (n = 3) was performed by manually inflating the PTA balloon with diluted Ferucarbotran. An online reconstruction framework was implemented for real-time imaging with very short latency time. RESULTS Visualization of stenosis phantoms and guidance of interventional instruments in real-time (4 frames/s, ~ 100 ms latency time) was possible using an online reconstruction algorithm. Labeling of guidewires and balloon catheters allowed for precise visualization of instrument positions. CONCLUSION Real-time MPI-guided PTA in a phantom model is feasible.
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Affiliation(s)
- Stefan Herz
- Department of Diagnostic and Interventional Radiology, University Hospital Würzburg, Oberdürrbacherstrasse 6, 97080, Würzburg, Germany.
| | - Patrick Vogel
- Department of Diagnostic and Interventional Radiology, University Hospital Würzburg, Oberdürrbacherstrasse 6, 97080, Würzburg, Germany
- Department of Experimental Physics V, University of Würzburg, Würzburg, Germany
| | - Philipp Dietrich
- Department of Diagnostic and Interventional Radiology, University Hospital Würzburg, Oberdürrbacherstrasse 6, 97080, Würzburg, Germany
| | - Thomas Kampf
- Department of Experimental Physics V, University of Würzburg, Würzburg, Germany
- Department of Diagnostic and Interventional Neuroradiology, University Hospital Würzburg, Würzburg, Germany
| | - Martin A Rückert
- Department of Experimental Physics V, University of Würzburg, Würzburg, Germany
| | - Ralph Kickuth
- Department of Diagnostic and Interventional Radiology, University Hospital Würzburg, Oberdürrbacherstrasse 6, 97080, Würzburg, Germany
| | - Volker C Behr
- Department of Experimental Physics V, University of Würzburg, Würzburg, Germany
| | - Thorsten A Bley
- Department of Diagnostic and Interventional Radiology, University Hospital Würzburg, Oberdürrbacherstrasse 6, 97080, Würzburg, Germany
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110
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Lemaster JE, Chen F, Kim T, Hariri A, Jokerst JV. Development of a Trimodal Contrast Agent for Acoustic and Magnetic Particle Imaging of Stem Cells. ACS APPLIED NANO MATERIALS 2018; 1:1321-1331. [PMID: 33860154 PMCID: PMC8046030 DOI: 10.1021/acsanm.8b00063] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Stem cell therapy has the potential to improve tissue remodeling and repair. For cardiac stem cell therapy, methods to improve the injection and tracking of stem cells may help to increase patient outcomes. Here we describe a multimodal approach that combines ultrasound imaging, photoacoustic imaging, and magnetic particle imaging (MPI). Ultrasound imaging offers real-time guidance, photoacoustic imaging offers enhanced contrast, and MPI offers high-contrast, deep-tissue imaging. This work was facilitated by a poly(lactic-co-glycolic acid) (PLGA)-based iron oxide nanobubble labeled with 1,1'-dioctadecyl-3,3,3',3'-tetramethylindotricarbocyanine iodide (DiR) as a trimodal contrast agent. The PLGA coating facilitated the ultrasound signal, the DiR increased the photoacoustic signal, and the iron oxide facilitated the MPI signal. We confirmed that cell metabolism, proliferation, differentiation, and migration were not adversely affected by cell treatment with nanobubbles. The nanobubble-labeled cells were injected intramyocardially into live mice for real-time imaging. Ultrasound imaging showed a 3.8-fold increase in the imaging intensity of labeled cells postinjection compared to the baseline; photoacoustic imaging showed a 10.2-fold increase in the cardiac tissue signal postinjection. The MPI intensity of the nanobubble-treated human mesenchymal stem cells injected into the hearts of mice was approximately 20-fold greater than the negative control.
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Affiliation(s)
- Jeanne E. Lemaster
- Department of NanoEngineering, San Diego (UCSD), 9500 Gilman Drive, La Jolla, California 92093, United States
| | - Fang Chen
- Department of NanoEngineering, San Diego (UCSD), 9500 Gilman Drive, La Jolla, California 92093, United States
- Materials Science and Engineering Program, San Diego (UCSD), 9500 Gilman Drive, La Jolla, California 92093, United States
| | - Taeho Kim
- Department of NanoEngineering, San Diego (UCSD), 9500 Gilman Drive, La Jolla, California 92093, United States
| | - Ali Hariri
- Department of NanoEngineering, San Diego (UCSD), 9500 Gilman Drive, La Jolla, California 92093, United States
| | - Jesse V. Jokerst
- Department of NanoEngineering, San Diego (UCSD), 9500 Gilman Drive, La Jolla, California 92093, United States
- Materials Science and Engineering Program, San Diego (UCSD), 9500 Gilman Drive, La Jolla, California 92093, United States
- Department of Radiology,University of California, San Diego (UCSD), 9500 Gilman Drive, La Jolla, California 92093, United States
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111
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Zheng B, Yu E, Orendorff R, Lu K, Konkle JJ, Tay ZW, Hensley D, Zhou XY, Chandrasekharan P, Saritas EU, Goodwill PW, Hazle JD, Conolly SM. Seeing SPIOs Directly In Vivo with Magnetic Particle Imaging. Mol Imaging Biol 2018; 19:385-390. [PMID: 28396973 DOI: 10.1007/s11307-017-1081-y] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Magnetic particle imaging (MPI) is a new molecular imaging technique that directly images superparamagnetic tracers with high image contrast and sensitivity approaching nuclear medicine techniques-but without ionizing radiation. Since its inception, the MPI research field has quickly progressed in imaging theory, hardware, tracer design, and biomedical applications. Here, we describe the history and field of MPI, outline pressing challenges to MPI technology and clinical translation, highlight unique applications in MPI, and describe the role of the WMIS MPI Interest Group in collaboratively advancing MPI as a molecular imaging technique. We invite interested investigators to join the MPI Interest Group and contribute new insights and innovations to the MPI field.
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Affiliation(s)
- Bo Zheng
- Department of Bioengineering, UC Berkeley, Berkeley, CA, USA.
| | - Elaine Yu
- Department of Bioengineering, UC Berkeley, Berkeley, CA, USA
| | - Ryan Orendorff
- Department of Bioengineering, UC Berkeley, Berkeley, CA, USA
| | - Kuan Lu
- Triple Ring Technologies, Newark, CA, USA
| | | | - Zhi Wei Tay
- Department of Bioengineering, UC Berkeley, Berkeley, CA, USA
| | - Daniel Hensley
- Department of Bioengineering, UC Berkeley, Berkeley, CA, USA.,Magnetic Insight, Alameda, CA, USA
| | - Xinyi Y Zhou
- Department of Bioengineering, UC Berkeley, Berkeley, CA, USA
| | | | - Emine U Saritas
- Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey.,National Magnetic Resonance Research Center (UMRAM), Bilkent University, Ankara, Turkey
| | | | - John D Hazle
- Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Steven M Conolly
- Department of Bioengineering, UC Berkeley, Berkeley, CA, USA.,Department of Electrical Engineering and Computer Science, UC Berkeley, Berkeley, CA, USA
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112
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Wegner F, Friedrich T, Panagiotopoulos N, Valmaa S, Goltz JP, Vogt FM, Koch MA, Buzug TM, Barkhausen J, Haegele J. First heating measurements of endovascular stents in magnetic particle imaging. Phys Med Biol 2018; 63:045005. [PMID: 29334079 DOI: 10.1088/1361-6560/aaa79c] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Affiliation(s)
- Franz Wegner
- Department of Radiology and Nuclear Medicine, University Hospital Schleswig-Holstein, Ratzeburger Allee 160, 23562 Lübeck, Germany
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113
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Reduction of T2 Relaxation Rates due to Large Volume Fractions of Magnetic Nanoparticles for All Motional Regimes. APPLIED SCIENCES-BASEL 2018. [DOI: 10.3390/app8010101] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
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114
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Kratz H, Taupitz M, Ariza de Schellenberger A, Kosch O, Eberbeck D, Wagner S, Trahms L, Hamm B, Schnorr J. Novel magnetic multicore nanoparticles designed for MPI and other biomedical applications: From synthesis to first in vivo studies. PLoS One 2018; 13:e0190214. [PMID: 29300729 PMCID: PMC5754082 DOI: 10.1371/journal.pone.0190214] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Accepted: 12/11/2017] [Indexed: 01/20/2023] Open
Abstract
Synthesis of novel magnetic multicore particles (MCP) in the nano range, involves alkaline precipitation of iron(II) chloride in the presence of atmospheric oxygen. This step yields green rust, which is oxidized to obtain magnetic nanoparticles, which probably consist of a magnetite/maghemite mixed-phase. Final growth and annealing at 90°C in the presence of a large excess of carboxymethyl dextran gives MCP very promising magnetic properties for magnetic particle imaging (MPI), an emerging medical imaging modality, and magnetic resonance imaging (MRI). The magnetic nanoparticles are biocompatible and thus potential candidates for future biomedical applications such as cardiovascular imaging, sentinel lymph node mapping in cancer patients, and stem cell tracking. The new MCP that we introduce here have three times higher magnetic particle spectroscopy performance at lower and middle harmonics and five times higher MPS signal strength at higher harmonics compared with Resovist®. In addition, the new MCP have also an improved in vivo MPI performance compared to Resovist®, and we here report the first in vivo MPI investigation of this new generation of magnetic nanoparticles.
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Affiliation(s)
- Harald Kratz
- Charité –Universitätsmedizin Berlin, Institute of Radiology, Berlin, Germany
| | - Matthias Taupitz
- Charité –Universitätsmedizin Berlin, Institute of Radiology, Berlin, Germany
| | | | - Olaf Kosch
- Physikalisch-Technische Bundesanstalt, Berlin, Germany
| | | | - Susanne Wagner
- Charité –Universitätsmedizin Berlin, Institute of Radiology, Berlin, Germany
| | - Lutz Trahms
- Physikalisch-Technische Bundesanstalt, Berlin, Germany
| | - Bernd Hamm
- Charité –Universitätsmedizin Berlin, Institute of Radiology, Berlin, Germany
| | - Jörg Schnorr
- Charité –Universitätsmedizin Berlin, Institute of Radiology, Berlin, Germany
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115
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Yu EY, Chandrasekharan P, Berzon R, Tay ZW, Zhou XY, Khandhar AP, Ferguson RM, Kemp SJ, Zheng B, Goodwill PW, Wendland MF, Krishnan KM, Behr S, Carter J, Conolly SM. Magnetic Particle Imaging for Highly Sensitive, Quantitative, and Safe in Vivo Gut Bleed Detection in a Murine Model. ACS NANO 2017; 11:12067-12076. [PMID: 29165995 PMCID: PMC5752588 DOI: 10.1021/acsnano.7b04844] [Citation(s) in RCA: 94] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
Gastrointestinal (GI) bleeding causes more than 300 000 hospitalizations per year in the United States. Imaging plays a crucial role in accurately locating the source of the bleed for timely intervention. Magnetic particle imaging (MPI) is an emerging clinically translatable imaging modality that images superparamagnetic iron-oxide (SPIO) tracers with extraordinary contrast and sensitivity. This linearly quantitative modality has zero background tissue signal and zero signal depth attenuation. MPI is also safe: there is zero ionizing radiation exposure to the patient and clinically approved tracers can be used with MPI. In this study, we demonstrate the use of MPI along with long-circulating, PEG-stabilized SPIOs for rapid in vivo detection and quantification of GI bleed. A mouse model genetically predisposed to GI polyp development (ApcMin/+) was used for this study, and heparin was used as an anticoagulant to induce acute GI bleeding. We then injected MPI-tailored, long-circulating SPIOs through the tail vein, and tracked the tracer biodistribution over time using our custom-built high resolution field-free line (FFL) MPI scanner. Dynamic MPI projection images captured tracer accumulation in the lower GI tract with excellent contrast. Quantitative analysis of the MPI images show that the mice experienced GI bleed rates between 1 and 5 μL/min. Although there are currently no human scale MPI systems, and MPI-tailored SPIOs need to undergo further development and evaluation, clinical translation of the technique is achievable. The robust contrast, sensitivity, safety, ability to image anywhere in the body, along with long-circulating SPIOs lends MPI outstanding promise as a clinical diagnostic tool for GI bleeding.
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Affiliation(s)
- Elaine Y Yu
- Department of Bioengineering, University of California , Berkeley, California 94720, United States
| | - Prashant Chandrasekharan
- Department of Bioengineering, University of California , Berkeley, California 94720, United States
| | - Ran Berzon
- Department of Bioengineering, University of California , Berkeley, California 94720, United States
| | - Zhi Wei Tay
- Department of Bioengineering, University of California , Berkeley, California 94720, United States
| | - Xinyi Y Zhou
- Department of Bioengineering, University of California , Berkeley, California 94720, United States
| | - Amit P Khandhar
- Lodespin Labs, LLC , Seattle, Washington 98103, United States
| | | | - Scott J Kemp
- Lodespin Labs, LLC , Seattle, Washington 98103, United States
| | - Bo Zheng
- Department of Bioengineering, University of California , Berkeley, California 94720, United States
| | | | - Michael F Wendland
- Department of Bioengineering, University of California , Berkeley, California 94720, United States
| | - Kannan M Krishnan
- Lodespin Labs, LLC , Seattle, Washington 98103, United States
- Department of Materials Science, University of Washington , Seattle, Washington 98195, United States
| | - Spencer Behr
- Department of Radiology and Biomedical Imaging, University of California San Francisco , San Francisco, California 94143, United States
| | - Jonathan Carter
- University of California San Francisco Medical Center , San Francisco, California 94143, United States
| | - Steven M Conolly
- Department of Bioengineering, University of California , Berkeley, California 94720, United States
- Department of Electrical Engineering and Computer Sciences, University of California , Berkeley, California 94720, United States
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116
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Arami H, Teeman E, Troksa A, Bradshaw H, Saatchi K, Tomitaka A, Gambhir SS, Häfeli UO, Liggitt D, Krishnan KM. Tomographic magnetic particle imaging of cancer targeted nanoparticles. NANOSCALE 2017; 9:18723-18730. [PMID: 29165498 PMCID: PMC6064607 DOI: 10.1039/c7nr05502a] [Citation(s) in RCA: 71] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Magnetic Particle Imaging (MPI) is an emerging, whole body biomedical imaging technique, with sub-millimeter spatial resolution and high sensitivity to a biocompatible contrast agent consisting of an iron oxide nanoparticle core and a biofunctionalized shell. Successful application of MPI for imaging of cancer depends on the nanoparticles (NPs) accumulating at tumors at sufficient levels relative to other sites. NPs' physiochemical properties such as size, crystallographic structure and uniformity, surface coating, stability, blood circulation time and magnetization determine the efficacy of their tumor accumulation and MPI signal generation. Here, we address these criteria by presenting strategies for the synthesis and surface functionalization of efficient MPI tracers, that can target a typical murine brain cancer model and generate three dimensional images of these tumors with very high signal-to-noise ratios (SNR). Our results showed high contrast agent sensitivities that enabled us to detect 1.1 ng of iron (SNR ∼ 3.9) and enhance the spatial resolution to about 600 μm. The biodistribution of these NPs was also studied using near-infrared fluorescence (NIRF) and single-photon emission computed tomography (SPECT) imaging. NPs were mainly accumulated in the liver and spleen and did not show any renal clearance. This first pre-clinical study of cancer targeted NPs imaged using a tomographic MPI system in an animal model paves the way to explore new nanomedicine strategies for cancer diagnosis and therapy, using clinically safe magnetic iron oxide nanoparticles and MPI.
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Affiliation(s)
- Hamed Arami
- Department of Materials Science, University of Washington, Seattle, Washington 98195, USA.
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117
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Mosayebi J, Kiyasatfar M, Laurent S. Synthesis, Functionalization, and Design of Magnetic Nanoparticles for Theranostic Applications. Adv Healthc Mater 2017; 6. [PMID: 28990364 DOI: 10.1002/adhm.201700306] [Citation(s) in RCA: 128] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2017] [Revised: 06/14/2017] [Indexed: 12/13/2022]
Abstract
In order to translate nanotechnology into medical practice, magnetic nanoparticles (MNPs) have been presented as a class of non-invasive nanomaterials for numerous biomedical applications. In particular, MNPs have opened a door for simultaneous diagnosis and brisk treatment of diseases in the form of theranostic agents. This review highlights the recent advances in preparation and utilization of MNPs from the synthesis and functionalization steps to the final design consideration in evading the body immune system for therapeutic and diagnostic applications with addressing the most recent examples of the literature in each section. This study provides a conceptual framework of a wide range of synthetic routes classified mainly as wet chemistry, state-of-the-art microfluidic reactors, and biogenic routes, along with the most popular coating materials to stabilize resultant MNPs. Additionally, key aspects of prolonging the half-life of MNPs via overcoming the sequential biological barriers are covered through unraveling the biophysical interactions at the bio-nano interface and giving a set of criteria to efficiently modulate MNPs' physicochemical properties. Furthermore, concepts of passive and active targeting for successful cell internalization, by respectively exploiting the unique properties of cancers and novel targeting ligands are described in detail. Finally, this study extensively covers the recent developments in magnetic drug targeting and hyperthermia as therapeutic applications of MNPs. In addition, multi-modal imaging via fusion of magnetic resonance imaging, and also innovative magnetic particle imaging with other imaging techniques for early diagnosis of diseases are extensively provided.
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Affiliation(s)
- Jalal Mosayebi
- Department of Mechanical Engineering; Urmia University; Urmia 5756151818 Iran
| | - Mehdi Kiyasatfar
- Department of Mechanical Engineering; Urmia University; Urmia 5756151818 Iran
| | - Sophie Laurent
- Laboratory of NMR and Molecular Imaging; University of Mons; Mons Belgium
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118
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Mukherjee A, Davis HC, Ramesh P, Lu GJ, Shapiro MG. Biomolecular MRI reporters: Evolution of new mechanisms. PROGRESS IN NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY 2017; 102-103:32-42. [PMID: 29157492 PMCID: PMC5726449 DOI: 10.1016/j.pnmrs.2017.05.002] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2017] [Revised: 05/23/2017] [Accepted: 05/28/2017] [Indexed: 05/08/2023]
Abstract
Magnetic resonance imaging (MRI) is a powerful technique for observing the function of specific cells and molecules inside living organisms. However, compared to optical microscopy, in which fluorescent protein reporters are available to visualize hundreds of cellular functions ranging from gene expression and chemical signaling to biomechanics, to date relatively few such reporters are available for MRI. Efforts to develop MRI-detectable biomolecules have mainly focused on proteins transporting paramagnetic metals for T1 and T2 relaxation enhancement or containing large numbers of exchangeable protons for chemical exchange saturation transfer. While these pioneering developments established several key uses of biomolecular MRI, such as imaging of gene expression and functional biosensing, they also revealed that low molecular sensitivity poses a major challenge for broader adoption in biology and medicine. Recently, new classes of biomolecular reporters have been developed based on alternative contrast mechanisms, including enhancement of spin diffusivity, interactions with hyperpolarized nuclei, and modulation of blood flow. These novel reporters promise to improve sensitivity and enable new forms of multiplexed and functional imaging.
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Affiliation(s)
- Arnab Mukherjee
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Hunter C Davis
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Pradeep Ramesh
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - George J Lu
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Mikhail G Shapiro
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA.
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119
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Zheng B, Goodwill PW, Dixit N, Xiao D, Zhang W, Gunel B, Lu K, Scott GC, Conolly SM. Optimal Broadband Noise Matching to Inductive Sensors: Application to Magnetic Particle Imaging. IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS 2017; 11:1041-1052. [PMID: 28742047 PMCID: PMC5741315 DOI: 10.1109/tbcas.2017.2712566] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Inductive sensor-based measurement techniques are useful for a wide range of biomedical applications. However, optimizing the noise performance of these sensors is challenging at broadband frequencies, owing to the frequency-dependent reactance of the sensor. In this work, we describe the fundamental limits of noise performance and bandwidth for these sensors in combination with a low-noise amplifier. We also present three equivalent methods of noise matching to inductive sensors using transformer-like network topologies. Finally, we apply these techniques to improve the noise performance in magnetic particle imaging, a new molecular imaging modality with excellent detection sensitivity. Using a custom noise-matched amplifier, we experimentally demonstrate an 11-fold improvement in noise performance in a small animal magnetic particle imaging scanner.
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120
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Manzur A, Oluwasanmi A, Moss D, Curtis A, Hoskins C. Nanotechnologies in Pancreatic Cancer Therapy. Pharmaceutics 2017; 9:E39. [PMID: 28946666 PMCID: PMC5750645 DOI: 10.3390/pharmaceutics9040039] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Revised: 09/19/2017] [Accepted: 09/20/2017] [Indexed: 12/18/2022] Open
Abstract
Pancreatic cancer has been classified as a cancer of unmet need. After diagnosis the patient prognosis is dismal with few surviving over 5 years. Treatment regimes are highly patient variable and often the patients are too sick to undergo surgical resection or chemotherapy. These chemotherapies are not effective often because patients are diagnosed at late stages and tumour metastasis has occurred. Nanotechnology can be used in order to formulate potent anticancer agents to improve their physicochemical properties such as poor aqueous solubility or prolong circulation times after administration resulting in improved efficacy. Studies have reported the use of nanotechnologies to improve the efficacy of gemcitabine (the current first line treatment) as well as investigating the potential of using other drug molecules which have previously shown promise but were unable to be utilised due to the inability to administer through appropriate routes-often related to solubility. Of the nanotechnologies reported, many can offer site specific targeting to the site of action as well as a plethora of other multifunctional properties such as image guidance and controlled release. This review focuses on the use of the major nanotechnologies both under pre-clinical development and those which have recently been approved for use in pancreatic cancer therapy.
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Affiliation(s)
- Ayesha Manzur
- School of Pharmacy, Institute of Science and Technology for Medicine, Keele University, Keele, Staffordshire ST5 6DB, UK.
| | - Adeolu Oluwasanmi
- School of Pharmacy, Institute of Science and Technology for Medicine, Keele University, Keele, Staffordshire ST5 6DB, UK.
| | - Darren Moss
- School of Pharmacy, Institute of Science and Technology for Medicine, Keele University, Keele, Staffordshire ST5 6DB, UK.
| | - Anthony Curtis
- School of Pharmacy, Institute of Science and Technology for Medicine, Keele University, Keele, Staffordshire ST5 6DB, UK.
| | - Clare Hoskins
- School of Pharmacy, Institute of Science and Technology for Medicine, Keele University, Keele, Staffordshire ST5 6DB, UK.
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121
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Localization of microscale devices in vivo using addressable transmitters operated as magnetic spins. Nat Biomed Eng 2017; 1:736-744. [DOI: 10.1038/s41551-017-0129-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2017] [Accepted: 08/01/2017] [Indexed: 11/09/2022]
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122
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Potential Therapeutic Mechanisms and Tracking of Transplanted Stem Cells: Implications for Stroke Treatment. Stem Cells Int 2017; 2017:2707082. [PMID: 28904531 PMCID: PMC5585684 DOI: 10.1155/2017/2707082] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2017] [Revised: 07/08/2017] [Accepted: 07/30/2017] [Indexed: 02/06/2023] Open
Abstract
Stem cell therapy is a promising potential therapeutic strategy to treat cerebral ischemia in preclinical and clinical trials. Currently proposed treatments for stroke employing stem cells include the replacement of lost neurons and integration into the existing host circuitry, the release of growth factors to support and promote endogenous repair processes, and the secretion of extracellular vesicles containing proteins, noncoding RNA, or DNA to regulate gene expression in recipient cells and achieve immunomodulation. Progress has been made to elucidate the precise mechanisms underlying stem cell therapy and the homing, migration, distribution, and differentiation of transplanted stem cells in vivo using various imaging modalities. Noninvasive and safe tracer agents with high sensitivity and image resolution must be combined with long-term monitoring using imaging technology to determine the optimal therapy for stroke in terms of administration route, dosage, and timing. This review discusses potential therapeutic mechanisms of stem cell transplantation for the treatment of stroke and the limitations of current therapies. Methods to label transplanted cells and existing imaging systems for stem cell labeling and in vivo tracking will also be discussed.
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123
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Rahmer J, Wirtz D, Bontus C, Borgert J, Gleich B. Interactive Magnetic Catheter Steering With 3-D Real-Time Feedback Using Multi-Color Magnetic Particle Imaging. IEEE TRANSACTIONS ON MEDICAL IMAGING 2017; 36:1449-1456. [PMID: 28287965 DOI: 10.1109/tmi.2017.2679099] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Magnetic particle imaging (MPI) is an emerging tomographic method that enables sensitive and fast imaging. It does not require ionizing radiation and thus may be a safe alternative for tracking of devices in the catheterization laboratory. The 3-D real-time imaging capabilities of MPI have been demonstrated in vivo and recent improvements in fast online image reconstruction enable almost real-time data reconstruction and visualization. Moreover, based on the use of different magnetic particle types for catheter visualization and blood pool imaging, multi-color MPI enables reconstruction of separate images for the catheter and the vessels from simultaneously measured data. While these are important assets for interventional imaging, MPI field generators can furthermore apply strong forces on a magnetic catheter tip. It is the aim of this paper to give a first demonstration of the combination of real-time multi-color MPI with online reconstruction and interactive field control for the application of forces on a magnetic catheter model in a phantom experiment.
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124
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Kobayashi Y, Hauptmann R, Kratz H, Ebert M, Wagner S, Taupitz M. Europium doping of superparamagnetic iron oxide nanoparticles enables their detection by fluorescence microscopy and for quantitative analytics. Technol Health Care 2017; 25:457-470. [DOI: 10.3233/thc-161285] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Yuske Kobayashi
- Department of Interventional and Diagnostic Radiology and Nuclear Medicine, Universitätsklinikum Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Ralf Hauptmann
- Department of Radiology, Division of Experimental Radiology, Charité - Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Harald Kratz
- Department of Radiology, Division of Experimental Radiology, Charité - Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Monika Ebert
- Department of Radiology, Division of Experimental Radiology, Charité - Universitätsmedizin Berlin, 10117 Berlin, Germany
| | | | - Matthias Taupitz
- Department of Radiology, Division of Experimental Radiology, Charité - Universitätsmedizin Berlin, 10117 Berlin, Germany
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125
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Kraupner A, Eberbeck D, Heinke D, Uebe R, Schüler D, Briel A. Bacterial magnetosomes - nature's powerful contribution to MPI tracer research. NANOSCALE 2017; 9:5788-5793. [PMID: 28447690 DOI: 10.1039/c7nr01530e] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
The magnetic particle spectrum (MPS) of bacterial magnetosomes, isolated from Magnetospirillum gryphiswaldense, is measured and compared to that of the current "gold standard", Resovist®. It is shown that the amplitudes of the magnetosomes' harmonics by far exceed that of Resovist®; the amplitude of the third harmonic is higher by a factor of 7, and is the highest value obtained for iron oxide nanoparticles to date.
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Affiliation(s)
- A Kraupner
- nanoPET Pharma GmbH, Robert-Koch-Platz 4, 10115 Berlin, Germany.
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126
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Tay ZW, Hensley DW, Vreeland EC, Zheng B, Conolly SM. The Relaxation Wall: Experimental Limits to Improving MPI Spatial Resolution by Increasing Nanoparticle Core size. Biomed Phys Eng Express 2017; 3. [PMID: 29250434 DOI: 10.1088/2057-1976/aa6ab6] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Magnetic Particle Imaging (MPI) is a promising new tracer modality with zero attenuation in tissue, high contrast and sensitivity, and an excellent safety profile. However, the spatial resolution of MPI is currently around 1 mm in small animal scanners. Especially considering tradeoffs when scaling up MPI scanning systems to human size, this resolution needs to be improved for clinical applications such as angiography and brain perfusion. One method to improve spatial resolution is to increase the magnetic core size of the superparamagnetic nanoparticle tracers. The Langevin model of superparamagnetism predicts a cubic improvement of spatial resolution with magnetic core diameter. However, prior work has shown that the finite temporal response, or magnetic relaxation, of the tracer increases with magnetic core diameter and eventually leads to blurring in the MPI image. Here we perform the first wide ranging study of 5 core sizes between 18-32 nm with experimental quantification of the spatial resolution of each. Our results show that increasing magnetic relaxation with core size eventually opposes the expected Langevin behavior, causing spatial resolution to stop improving after 25 nm. Different MPI excitation strategies were experimentally investigated to mitigate the effect of magnetic relaxation. The results show that magnetic relaxation could not be fully mitigated for the larger core sizes and the cubic resolution improvement predicted by the Langevin was not achieved. This suggests that magnetic relaxation is a significant and unsolved barrier to achieving the high spatial resolutions predicted by the Langevin model for large core size SPIOs.
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Affiliation(s)
- Zhi Wei Tay
- Department of Bioengineering, University of California, Berkeley, USA
| | - Daniel W Hensley
- Department of Bioengineering, University of California, Berkeley, USA
| | | | - Bo Zheng
- Department of Bioengineering, University of California, Berkeley, USA
| | - Steven M Conolly
- Department of Bioengineering, University of California, Berkeley, USA.,Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, USA
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127
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Orendorff R, Peck AJ, Zheng B, Shirazi SN, Matthew Ferguson R, Khandhar AP, Kemp SJ, Goodwill P, Krishnan KM, Brooks GA, Kaufer D, Conolly S. First in vivo traumatic brain injury imaging via magnetic particle imaging. Phys Med Biol 2017; 62:3501-3509. [PMID: 28378708 DOI: 10.1088/1361-6560/aa52ad] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Emergency room visits due to traumatic brain injury (TBI) is common, but classifying the severity of the injury remains an open challenge. Some subjective methods such as the Glasgow Coma Scale attempt to classify traumatic brain injuries, as well as some imaging based modalities such as computed tomography and magnetic resonance imaging. However, to date it is still difficult to detect and monitor mild to moderate injuries. In this report, we demonstrate that the magnetic particle imaging (MPI) modality can be applied to imaging TBI events with excellent contrast. MPI can monitor injected iron nanoparticles over long time scales without signal loss, allowing researchers and clinicians to monitor the change in blood pools as the wound heals.
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Affiliation(s)
- Ryan Orendorff
- Department of Bioengineering, University of California, Berkeley, CA, United States of America
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128
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Werner F, Gdaniec N, Knopp T. First experimental comparison between the Cartesian and the Lissajous trajectory for magnetic particle imaging. Phys Med Biol 2017; 62:3407-3421. [DOI: 10.1088/1361-6560/aa6177] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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129
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Utkur M, Muslu Y, Saritas EU. Relaxation-based viscosity mapping for magnetic particle imaging. Phys Med Biol 2017; 62:3422-3439. [PMID: 28378707 DOI: 10.1088/1361-6560/62/9/3422] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Magnetic particle imaging (MPI) has been shown to provide remarkable contrast for imaging applications such as angiography, stem cell tracking, and cancer imaging. Recently, there is growing interest in the functional imaging capabilities of MPI, where 'color MPI' techniques have explored separating different nanoparticles, which could potentially be used to distinguish nanoparticles in different states or environments. Viscosity mapping is a promising functional imaging application for MPI, as increased viscosity levels in vivo have been associated with numerous diseases such as hypertension, atherosclerosis, and cancer. In this work, we propose a viscosity mapping technique for MPI through the estimation of the relaxation time constant of the nanoparticles. Importantly, the proposed time constant estimation scheme does not require any prior information regarding the nanoparticles. We validate this method with extensive experiments in an in-house magnetic particle spectroscopy (MPS) setup at four different frequencies (between 250 Hz and 10.8 kHz) and at three different field strengths (between 5 mT and 15 mT) for viscosities ranging between 0.89 mPa · s-15.33 mPa · s. Our results demonstrate the viscosity mapping ability of MPI in the biologically relevant viscosity range.
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Affiliation(s)
- M Utkur
- Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey. National Magnetic Resonance Research Center (UMRAM), Bilkent University, Ankara, Turkey
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130
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Yu EY, Bishop M, Zheng B, Ferguson RM, Khandhar AP, Kemp SJ, Krishnan KM, Goodwill PW, Conolly SM. Magnetic Particle Imaging: A Novel in Vivo Imaging Platform for Cancer Detection. NANO LETTERS 2017; 17:1648-1654. [PMID: 28206771 PMCID: PMC5724561 DOI: 10.1021/acs.nanolett.6b04865] [Citation(s) in RCA: 177] [Impact Index Per Article: 22.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Cancer remains one of the leading causes of death worldwide. Biomedical imaging plays a crucial role in all phases of cancer management. Physicians often need to choose the ideal diagnostic imaging modality for each clinical presentation based on complex trade-offs among spatial resolution, sensitivity, contrast, access, cost, and safety. Magnetic particle imaging (MPI) is an emerging tracer imaging modality that detects superparamagnetic iron oxide (SPIO) nanoparticle tracer with high image contrast (zero tissue background signal), high sensitivity (200 nM Fe) with linear quantitation, and zero signal depth attenuation. MPI is also safe in that it uses safe, in some cases even clinically approved, tracers and no ionizing radiation. The superb contrast, sensitivity, safety, and ability to image anywhere in the body lends MPI great promise for cancer imaging. In this study, we show for the first time the use of MPI for in vivo cancer imaging with systemic tracer administration. Here, long circulating MPI-tailored SPIOs were created and administered intravenously in tumor bearing rats. The tumor was highlighted with tumor-to-background ratio of up to 50. The nanoparticle dynamics in the tumor was also well-appreciated, with initial wash-in on the tumor rim, peak uptake at 6 h, and eventual clearance beyond 48 h. Lastly, we demonstrate the quantitative nature of MPI through compartmental fitting in vivo.
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Affiliation(s)
- Elaine Y Yu
- Department of Bioengineering, University of California , Berkeley, California 94720, United States
| | - Mindy Bishop
- Department of Bioengineering, University of California , Berkeley, California 94720, United States
| | - Bo Zheng
- Department of Bioengineering, University of California , Berkeley, California 94720, United States
| | | | | | - Scott J Kemp
- Lodespin Labs LLC, Seattle, Washington 98103, United States
| | - Kannan M Krishnan
- Department of Materials Science, University of Washington , Seattle, Washington 98195, United States
| | | | - Steven M Conolly
- Department of Bioengineering, University of California , Berkeley, California 94720, United States
- Department of Electrical Engineering and Computer Sciences, University of California , Berkeley, California 94720, United States
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131
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Zhou XY, Jeffris KE, Yu EY, Zheng B, Goodwill PW, Nahid P, Conolly SM. First in vivo magnetic particle imaging of lung perfusion in rats. Phys Med Biol 2017; 62:3510-3522. [PMID: 28218614 DOI: 10.1088/1361-6560/aa616c] [Citation(s) in RCA: 74] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Pulmonary embolism (PE), along with the closely related condition of deep vein thrombosis, affect an estimated 600 000 patients in the US per year. Untreated, PE carries a mortality rate of 30%. Because many patients experience mild or non-specific symptoms, imaging studies are necessary for definitive diagnosis of PE. Iodinated CT pulmonary angiography is recommended for most patients, while nuclear medicine-based ventilation/perfusion (V/Q) scans are reserved for patients in whom the use of iodine is contraindicated. Magnetic particle imaging (MPI) is an emerging tracer imaging modality with high image contrast (no tissue background signal) and sensitivity to superparamagnetic iron oxide (SPIO) tracer. Importantly, unlike CT or nuclear medicine, MPI uses no ionizing radiation. Further, MPI is not derived from magnetic resonance imaging (MRI); MPI directly images SPIO tracers via their strong electronic magnetization, enabling deep imaging of anatomy including within the lungs, which is very challenging with MRI. Here, the first high-contrast in vivo MPI lung perfusion images of rats are shown using a novel lung perfusion agent, MAA-SPIOs.
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Affiliation(s)
- Xinyi Y Zhou
- UC Berkeley-UCSF Graduate Program in Bioengineering, Berkeley, CA 94720, United States of America. Department of Bioengineering, University of California Berkeley, Berkeley, CA 94720, United States of America
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132
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Keselman P, Yu EY, Zhou XY, Goodwill PW, Chandrasekharan P, Ferguson RM, Khandhar AP, Kemp SJ, Krishnan KM, Zheng B, Conolly SM. Tracking short-term biodistribution and long-term clearance of SPIO tracers in magnetic particle imaging. Phys Med Biol 2017; 62:3440-3453. [PMID: 28177301 DOI: 10.1088/1361-6560/aa5f48] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Magnetic particle imaging (MPI) is an emerging tracer-based medical imaging modality that images non-radioactive, kidney-safe superparamagnetic iron oxide (SPIO) tracers. MPI offers quantitative, high-contrast and high-SNR images, so MPI has exceptional promise for applications such as cell tracking, angiography, brain perfusion, cancer detection, traumatic brain injury and pulmonary imaging. In assessing MPI's utility for applications mentioned above, it is important to be able to assess tracer short-term biodistribution as well as long-term clearance from the body. Here, we describe the biodistribution and clearance for two commonly used tracers in MPI: Ferucarbotran (Meito Sangyo Co., Japan) and LS-oo8 (LodeSpin Labs, Seattle, WA). We successfully demonstrate that 3D MPI is able to quantitatively assess short-term biodistribution, as well as long-term tracking and clearance of these tracers in vivo.
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Affiliation(s)
- Paul Keselman
- Department of Bioengineering, University of California Berkeley, Berkeley CA 94720, United States of America
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133
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Vaalma S, Rahmer J, Panagiotopoulos N, Duschka RL, Borgert J, Barkhausen J, Vogt FM, Haegele J. Magnetic Particle Imaging (MPI): Experimental Quantification of Vascular Stenosis Using Stationary Stenosis Phantoms. PLoS One 2017; 12:e0168902. [PMID: 28056102 PMCID: PMC5215859 DOI: 10.1371/journal.pone.0168902] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2016] [Accepted: 12/08/2016] [Indexed: 11/29/2022] Open
Abstract
Magnetic Particle Imaging (MPI) is able to provide high temporal and good spatial resolution, high signal-to-noise ratio and sensitivity. Furthermore, it is a truly quantitative method as its signal strength is proportional to the concentration of its tracer, superparamagnetic iron oxide nanoparticles (SPIOs). Because of that, MPI is proposed to be a promising future method for cardiovascular imaging. Here, an interesting application may be the quantification of vascular pathologies like stenosis by utilizing the proportionality of the SPIO concentration and the MPI signal strength. In this study, the feasibility of MPI based stenosis quantification is evaluated based on this application scenario. Nine different stenosis phantoms with a normal diameter of 10 mm each and different stenoses of 1–9 mm and ten reference phantoms with a straight diameter of 1–10 mm were filled with a 1% Resovist dilution and measured in a preclinical MPI-demonstrator. The MPI signal intensities of the reference phantoms were compared to each other and the change of signal intensity within each stenosis phantom was used to calculate the degree of stenosis. These values were then compared to the known diameters of each phantom. As a second measurement, the 5 mm stenosis phantom was used for a serial dilution measurement down to a Resovist dilution of 1:3200 (0.031%), which is lower than a first pass blood concentration of a Resovist bolus in the peripheral arteries of an average adult human of at least about 1:1000. The correlation of the stenosis values based on MPI signal intensity measurements and based on the known diameters showed a very good agreement, proving the high precision of quantitative MPI in this regard.
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Affiliation(s)
- Sarah Vaalma
- Clinic for Radiology and Nuclear Medicine, University Hospital Schleswig Holstein, Lübeck, Germany
| | - Jürgen Rahmer
- Research Laboratories, Philips Technologie GmbH Innovative Technologies, Hamburg, Germany
| | - Nikolaos Panagiotopoulos
- Clinic for Radiology and Nuclear Medicine, University Hospital Schleswig Holstein, Lübeck, Germany
| | - Robert L. Duschka
- Clinic for Radiology and Nuclear Medicine, University Hospital Schleswig Holstein, Lübeck, Germany
| | - Jörn Borgert
- Research Laboratories, Philips Technologie GmbH Innovative Technologies, Hamburg, Germany
| | - Jörg Barkhausen
- Clinic for Radiology and Nuclear Medicine, University Hospital Schleswig Holstein, Lübeck, Germany
| | - Florian M. Vogt
- Clinic for Radiology and Nuclear Medicine, University Hospital Schleswig Holstein, Lübeck, Germany
| | - Julian Haegele
- Clinic for Radiology and Nuclear Medicine, University Hospital Schleswig Holstein, Lübeck, Germany
- * E-mail:
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134
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Abstract
In vivo imaging, which enables us to peer deeply within living subjects, is producing tremendous opportunities both for clinical diagnostics and as a research tool. Contrast material is often required to clearly visualize the functional architecture of physiological structures. Recent advances in nanomaterials are becoming pivotal to generate the high-resolution, high-contrast images needed for accurate, precision diagnostics. Nanomaterials are playing major roles in imaging by delivering large imaging payloads, yielding improved sensitivity, multiplexing capacity, and modularity of design. Indeed, for several imaging modalities, nanomaterials are now not simply ancillary contrast entities, but are instead the original and sole source of image signal that make possible the modality's existence. We address the physicochemical makeup/design of nanomaterials through the lens of the physical properties that produce contrast signal for the cognate imaging modality-we stratify nanomaterials on the basis of their (i) magnetic, (ii) optical, (iii) acoustic, and/or (iv) nuclear properties. We evaluate them for their ability to provide relevant information under preclinical and clinical circumstances, their in vivo safety profiles (which are being incorporated into their chemical design), their modularity in being fused to create multimodal nanomaterials (spanning multiple different physical imaging modalities and therapeutic/theranostic capabilities), their key properties, and critically their likelihood to be clinically translated.
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Affiliation(s)
- Bryan Ronain Smith
- Stanford University , 3155 Porter Drive, #1214, Palo Alto, California 94304-5483, United States
| | - Sanjiv Sam Gambhir
- The James H. Clark Center , 318 Campus Drive, First Floor, E-150A, Stanford, California 94305-5427, United States
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135
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Punyabrahma P, Jayanth GR. A magnetometer for estimating the magnetic moment of magnetic micro-particles. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2017; 88:015008. [PMID: 28147647 DOI: 10.1063/1.4974103] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Magnetic micro-particles find a variety of applications as actuators at the micrometer and nanometer length scales. While the actuation gain is directly proportional to their magnetic moment, there are relatively few technologies available to estimate the magnetic moment of individual magnetic particles. This paper proposes a magnetometer for direct measurement of the magnetic moment of ferromagnetic micro-particles. The magnetometer comprises a novel micro-scale force sensor capable of interacting with magnetic particles and deflecting in response to the force of interaction. It also comprises a high-resolution measurement system, a source of magnetizing field, and a nanopositioner. The principle of operation of the magnetometer is discussed and is shown to enable the determination of the magnetic moment even of the buried magnetic particles, and those of irregular geometry. Subsequently, the force sensor, the measurement system, and the magnetic field sources are designed, fabricated, and calibrated. Finally, the magnetometer is employed to measure the magnetic moments of both fixed and untethered permanent magnetic particles and also of a fixed soft ferromagnetic particle. In all cases, the estimated magnetic moment is shown to agree with the theoretical estimate with an average error of about 16%.
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Affiliation(s)
- P Punyabrahma
- Department of Instrumentation and Applied Physics, Indian Institute of Science, Bangalore 560012, India
| | - G R Jayanth
- Department of Instrumentation and Applied Physics, Indian Institute of Science, Bangalore 560012, India
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136
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Dieckhoff J, Kaul MG, Mummert T, Jung C, Salamon J, Adam G, Knopp T, Ludwig F, Balceris C, Ittrich H. In vivo liver visualizations with magnetic particle imaging based on the calibration measurement approach. Phys Med Biol 2016; 62:3470-3482. [PMID: 28035904 DOI: 10.1088/1361-6560/aa562d] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Magnetic particle imaging (MPI) facilitates the rapid determination of 3D in vivo magnetic nanoparticle distributions. In this work, liver MPI following intravenous injections of ferucarbotran (Resovist®) was studied. The image reconstruction was based on a calibration measurement, the so called system function. The application of an enhanced system function sample reflecting the particle mobility and aggregation status of ferucarbotran resulted in significantly improved image reconstructions. The finding was supported by characterizations of different ferucarbotran compositions with the magnetorelaxometry and magnetic particle spectroscopy technique. For instance, similar results were obtained between ferucarbotran embedded in freeze-dried mannitol sugar and liver tissue harvested after a ferucarbotran injection. In addition, the combination of multiple shifted measurement patches for a joint reconstruction of the MPI data enlarged the field of view and increased the covering of liver MPI on magnetic resonance images noticeably.
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Affiliation(s)
- J Dieckhoff
- Department for Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
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137
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Hensley D, Tay ZW, Dhavalikar R, Zheng B, Goodwill P, Rinaldi C, Conolly S. Combining magnetic particle imaging and magnetic fluid hyperthermia in a theranostic platform. Phys Med Biol 2016; 62:3483-3500. [PMID: 28032621 DOI: 10.1088/1361-6560/aa5601] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Magnetic particle imaging (MPI) is a rapidly developing molecular and cellular imaging modality. Magnetic fluid hyperthermia (MFH) is a promising therapeutic approach where magnetic nanoparticles are used as a conduit for targeted energy deposition, such as in hyperthermia induction and drug delivery. The physics germane to and exploited by MPI and MFH are similar, and the same particles can be used effectively for both. Consequently, the method of signal localization through the use of gradient fields in MPI can also be used to spatially localize MFH, allowing for spatially selective heating deep in the body and generally providing greater control and flexibility in MFH. Furthermore, MPI and MFH may be integrated together in a single device for simultaneous MPI-MFH and seamless switching between imaging and therapeutic modes. Here we show simulation and experimental work quantifying the extent of spatial localization of MFH using MPI systems: we report the first combined MPI-MFH system and demonstrate on-demand selective heating of nanoparticle samples separated by only 3 mm (up to 0.4 °C s-1 heating rates and 150 W g-1 SAR deposition). We also show experimental data for MPI performed at a typical MFH frequency and show preliminary simultaneous MPI-MFH experimental data.
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Affiliation(s)
- Daniel Hensley
- Department of Bioengineering, University of California, Berkeley, CA, United States of America
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138
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An Analytical Approach for Fast Recovery of the LSI Properties in Magnetic Particle Imaging. Int J Biomed Imaging 2016; 2016:6120713. [PMID: 27847513 PMCID: PMC5101409 DOI: 10.1155/2016/6120713] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2016] [Revised: 08/18/2016] [Accepted: 09/22/2016] [Indexed: 11/18/2022] Open
Abstract
Linearity and shift invariance (LSI) characteristics of magnetic particle imaging (MPI) are important properties for quantitative medical diagnosis applications. The MPI image equations have been theoretically shown to exhibit LSI; however, in practice, the necessary filtering action removes the first harmonic information, which destroys the LSI characteristics. This lost information can be constant in the x-space reconstruction method. Available recovery algorithms, which are based on signal matching of multiple partial field of views (pFOVs), require much processing time and a priori information at the start of imaging. In this paper, a fast analytical recovery algorithm is proposed to restore the LSI properties of the x-space MPI images, representable as an image of discrete concentrations of magnetic material. The method utilizes the one-dimensional (1D) x-space imaging kernel and properties of the image and lost image equations. The approach does not require overlapping of pFOVs, and its complexity depends only on a small-sized system of linear equations; therefore, it can reduce the processing time. Moreover, the algorithm only needs a priori information which can be obtained at one imaging process. Considering different particle distributions, several simulations are conducted, and results of 1D and 2D imaging demonstrate the effectiveness of the proposed approach.
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139
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Tay ZW, Goodwill PW, Hensley DW, Taylor LA, Zheng B, Conolly SM. A High-Throughput, Arbitrary-Waveform, MPI Spectrometer and Relaxometer for Comprehensive Magnetic Particle Optimization and Characterization. Sci Rep 2016; 6:34180. [PMID: 27686629 PMCID: PMC5043240 DOI: 10.1038/srep34180] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2016] [Accepted: 09/07/2016] [Indexed: 01/28/2023] Open
Abstract
Magnetic Particle Imaging (MPI) is a promising new tracer modality with zero attenuation deep in tissue, high contrast and sensitivity, and an excellent safety profile. However, the spatial resolution of MPI is limited to around 1 mm currently and urgently needs to be improved for clinical applications such as angiography and brain perfusion. Although MPI resolution is highly dependent on tracer characteristics and the drive waveforms, optimization is limited to a small subset of possible excitation strategies by current MPI hardware that only does sinusoidal drive waveforms at very few frequencies. To enable a more comprehensive and rapid optimization of drive waveforms for multiple metrics like resolution and signal strength simultaneously, we demonstrate the first untuned MPI spectrometer/relaxometer with unprecedented 400 kHz excitation bandwidth and capable of high-throughput acquisition of harmonic spectra (100 different drive-field frequencies in only 500 ms). It is also capable of arbitrary drive-field waveforms which have not been experimentally evaluated in MPI to date. Its high-throughput capability, frequency-agility and tabletop size makes this Arbitrary Waveform Relaxometer/Spectrometer (AWR) a convenient yet powerfully flexible tool for nanoparticle experts seeking to characterize magnetic particles and optimize MPI drive waveforms for in vitro biosensing and in vivo imaging with MPI.
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Affiliation(s)
- Zhi Wei Tay
- Department of Bioengineering, 340 Hearst Memorial Mining Building, University of California, Berkeley, Berkeley, CA, USA
| | - Patrick W. Goodwill
- Department of Bioengineering, 340 Hearst Memorial Mining Building, University of California, Berkeley, Berkeley, CA, USA
- Magnetic Insight, Inc. 980 Atlantic Avenue Suite102 Alameda, CA 9450, USA
| | - Daniel W. Hensley
- Department of Bioengineering, 340 Hearst Memorial Mining Building, University of California, Berkeley, Berkeley, CA, USA
| | - Laura A. Taylor
- Department of Bioengineering, 340 Hearst Memorial Mining Building, University of California, Berkeley, Berkeley, CA, USA
| | - Bo Zheng
- Department of Bioengineering, 340 Hearst Memorial Mining Building, University of California, Berkeley, Berkeley, CA, USA
| | - Steven M. Conolly
- Department of Bioengineering, 340 Hearst Memorial Mining Building, University of California, Berkeley, Berkeley, CA, USA
- Department of Electrical Engineering and Computer Sciences, 253 Cory Hall, University of California, Berkeley, Berkeley, CA, USA
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140
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von Stillfried S, Apitzsch JC, Ehling J, Penzkofer T, Mahnken AH, Knüchel R, Floege J, Boor P. Contrast-enhanced CT imaging in patients with chronic kidney disease. Angiogenesis 2016; 19:525-35. [PMID: 27582011 DOI: 10.1007/s10456-016-9524-7] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2016] [Accepted: 08/22/2016] [Indexed: 11/29/2022]
Abstract
Renal microvascular rarefaction characterizes chronic kidney disease (CKD). In murine models of CKD, micro-CT imaging reflected capillary rarefaction using quantification of renal relative blood volume (rBV). In addition, micro-CT imaging revealed morphological alterations of the intrarenal vasculature including reduced vascular branching and lumen diameter. Here, we retrospectively quantified rBV in contrast-enhanced CT angiography in patients and found that, compared to non-CKD patients, those with CKD and renal fibrosis had significantly reduced rBV in the renal cortex. rBV values closely mirrored capillary rarefaction in the corresponding nephrectomy specimens. In patients with follow-up CT angiography, reduction of renal function was paralleled by a decline in rBV. Using virtual autopsy, i.e., postmortem CT angiography, morphometry of intrarenal arteries in 3D-rendered CT images revealed significantly reduced arterial diameter and branching in CKD compared to non-CKD cases. In conclusion, in CKD patients, contrast-enhanced CT imaging with quantification of rBV correlates with functional renal vasculature, whereas virtual autopsy allows morphometric analyses of macrovascular changes. Importantly, the observed vascular alterations in CKD patients mirror those in animals with progressive CKD, suggesting a high relevance of animal models for studying vascular alterations in CKD and renal fibrosis.
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Affiliation(s)
- Saskia von Stillfried
- Institute of Pathology, Aachen University Hospital, Pauwelsstrasse 30, 52074, Aachen, Germany
| | - Jonas C Apitzsch
- Department of Diagnostic and Interventional Radiology, RWTH Aachen University Hospital, Aachen, Germany.,Department of Diagnostic and Interventional Radiology, University Hospital, Philipps University Marburg, Marburg, Germany
| | - Josef Ehling
- Department of Experimental Molecular Imaging, University Clinic and Helmholtz Institute for Biomedical Engineering, RWTH Aachen University, Aachen, Germany
| | - Tobias Penzkofer
- Department of Diagnostic and Interventional Radiology, RWTH Aachen University Hospital, Aachen, Germany
| | - Andreas H Mahnken
- Department of Diagnostic and Interventional Radiology, RWTH Aachen University Hospital, Aachen, Germany.,Department of Diagnostic and Interventional Radiology, University Hospital, Philipps University Marburg, Marburg, Germany
| | - Ruth Knüchel
- Institute of Pathology, Aachen University Hospital, Pauwelsstrasse 30, 52074, Aachen, Germany
| | - Jürgen Floege
- Department of Nephrology, RWTH Aachen University Hospital, Aachen, Germany
| | - Peter Boor
- Institute of Pathology, Aachen University Hospital, Pauwelsstrasse 30, 52074, Aachen, Germany. .,Department of Nephrology, RWTH Aachen University Hospital, Aachen, Germany.
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141
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Dhavalikar R, Hensley D, Maldonado-Camargo L, Croft LR, Ceron S, Goodwill PW, Conolly SM, Rinaldi C. Finite magnetic relaxation in x-space magnetic particle imaging: Comparison of measurements and ferrohydrodynamic models. JOURNAL OF PHYSICS D: APPLIED PHYSICS 2016; 49:305002. [PMID: 27867219 PMCID: PMC5113725 DOI: 10.1088/0022-3727/49/30/305002] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Magnetic Particle Imaging (MPI) is an emerging tomographic imaging technology that detects magnetic nanoparticle tracers by exploiting their non-linear magnetization properties. In order to predict the behavior of nanoparticles in an imager, it is possible to use a non-imaging MPI relaxometer or spectrometer to characterize the behavior of nanoparticles in a controlled setting. In this paper we explore the use of ferrohydrodynamic magnetization equations for predicting the response of particles in an MPI relaxometer. These include a magnetization equation developed by Shliomis (Sh) which has a constant relaxation time and a magnetization equation which uses a field-dependent relaxation time developed by Martsenyuk, Raikher and Shliomis (MRSh). We compare the predictions from these models with measurements and with the predictions based on the Langevin function that assumes instantaneous magnetization response of the nanoparticles. The results show good qualitative and quantitative agreement between the ferrohydrodynamic models and the measurements without the use of fitting parameters and provide further evidence of the potential of ferrohydrodynamic modeling in MPI.
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Affiliation(s)
- R Dhavalikar
- Department of Chemical Engineering, University of Florida, 1030 Center Drive, Gainesville, FL 32611, USA
| | - D Hensley
- Department of Bioengineering, University of California, Berkeley, CA 94720, USA
| | - L Maldonado-Camargo
- Department of Chemical Engineering, University of Florida, 1030 Center Drive, Gainesville, FL 32611, USA
| | - L R Croft
- Department of Bioengineering, University of California, Berkeley, CA 94720, USA
| | - S Ceron
- Department of Mechanical and Aerospace Engineering, University of Florida, 231 MAE-A, Gainesville, FL 32611, USA
| | | | - S M Conolly
- Department of Bioengineering, University of California, Berkeley, CA 94720, USA
| | - C Rinaldi
- Department of Chemical Engineering, University of Florida, 1030 Center Drive, Gainesville, FL 32611, USA
- J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida,1275 Center Drive, Gainesville, FL 32611 ,USA
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142
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Yang HY, Jang MS, Gao GH, Lee JH, Lee DS. pH-Responsive biodegradable polymeric micelles with anchors to interface magnetic nanoparticles for MR imaging in detection of cerebral ischemic area. NANOSCALE 2016; 8:12588-12598. [PMID: 26666971 DOI: 10.1039/c5nr06542a] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
A novel type of pH-responsive biodegradable copolymer was developed based on methyloxy-poly(ethylene glycol)-block-poly[dopamine-2-(dibutylamino) ethylamine-l-glutamate] (mPEG-b-P(DPA-DE)LG) and applied to act as an intelligent nanocarrier system for magnetic resonance imaging (MRI). The mPEG-b-P(DPA-DE)LG copolymer was synthesized by a typical ring opening polymerization of N-carboxyanhydrides (NCAs-ROP) using mPEG-NH2 as a macroinitiator, and two types of amine-terminated dopamine groups and pH-sensitive ligands were grafted onto a side chain by a sequential aminolysis reaction. This design greatly benefits from the addition of the dopamine groups to facilitate self-assembly, as these groups can act as high-affinity anchors for iron oxide nanoparticles, thereby increasing long-term stability at physiological pH. The mPEG moiety in the copolymers helped the nanoparticles to remain well-dispersed in an aqueous solution, and pH-responsive groups could control the release of hydrophobic Fe3O4 nanoparticles in an acidic environment. The particle size of the Fe3O4-loaded mPEG-b-P(DPA-DE)LG micelles was measured by dynamic light scattering (DLS) and cryo-TEM. The superparamagnetic properties of the Fe3O4-loaded mPEG-b-P(DPA-DE)LG micelles were confirmed by a superconducting quantum interference device (SQUID). T2-weighted magnetic resonance imaging (MRI) of Fe3O4-loaded mPEG-b-P(DPA-DE)LG phantoms exhibited enhanced negative contrast with an r2 relaxivity of approximately 106.7 mM(-1) s(-1). To assess the ability of the Fe3O4-loaded mPEG-P(DE-DPA)LG micelles to act as MRI probes, we utilized a cerebral ischemia disease rat model with acidic tissue. We found that a gradual change in contrast in the cerebral ischemic area could be visualized by MRI after 1 h, and maximal signal loss was detected after 24 h post-injection. These results demonstrated that the Fe3O4-loaded mPEG-b-P(DPA-DE)LG micelles can act as pH-triggered MRI probes for diagnostic imaging of acidic pathological tissues.
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Affiliation(s)
- Hong Yu Yang
- Theranostic Macromolecules Research Center, School of Chemical Engineering, Sungkyunkwan University, Suwon 440-746, Republic of Korea.
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143
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Bauer LM, Situ SF, Griswold MA, Samia ACS. High-performance iron oxide nanoparticles for magnetic particle imaging - guided hyperthermia (hMPI). NANOSCALE 2016; 8:12162-9. [PMID: 27210742 DOI: 10.1039/c6nr01877g] [Citation(s) in RCA: 94] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Magnetic particle imaging (MPI) is an emerging imaging modality that allows the direct and quantitative mapping of iron oxide nanoparticles. In MPI, the development of tailored iron oxide nanoparticle tracers is paramount to achieving high sensitivity and good spatial resolution. To date, most MPI tracers being developed for potential clinical applications are based on spherical undoped magnetite nanoparticles. For the first time, we report on the systematic investigation of the effects of changes in chemical composition and shape anisotropy on the MPI performance of iron oxide nanoparticle tracers. We observed a 2-fold enhancement in MPI signal through selective doping of magnetite nanoparticles with zinc. Moreover, we demonstrated focused magnetic hyperthermia heating by adapting the field gradient used in MPI. By saturating the iron oxide nanoparticles outside of a field free region (FFR) with an external static field, we can selectively heat a target region in our test sample. By comparing zinc-doped magnetite cubic nanoparticles with undoped spherical nanoparticles, we could show a 5-fold improvement in the specific absorption rate (SAR) in magnetic hyperthermia while providing good MPI signal, thereby demonstrating the potential for high-performance focused hyperthermia therapy through an MPI-guided approach (hMPI).
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Affiliation(s)
- Lisa M Bauer
- Department of Physics, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, OH 44106, USA.
| | - Shu F Situ
- Department of Chemistry, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, OH 44106, USA.
| | - Mark A Griswold
- Department of Physics, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, OH 44106, USA. and Department of Radiology, Case Western Reserve University and University Hospitals of Cleveland, 11100 Euclid Avenue, Cleveland, OH 44106, USA
| | - Anna Cristina S Samia
- Department of Chemistry, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, OH 44106, USA.
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144
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Hong H, Lim EG, Jeong JC, Chang J, Shin SW, Krause HJ. Frequency Mixing Magnetic Detection Scanner for Imaging Magnetic Particles in Planar Samples. J Vis Exp 2016:53869. [PMID: 27341085 PMCID: PMC4927779 DOI: 10.3791/53869] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
The setup of a planar Frequency Mixing Magnetic Detection (p-FMMD) scanner for performing Magnetic Particles Imaging (MPI) of flat samples is presented. It consists of two magnetic measurement heads on both sides of the sample mounted on the legs of a u-shaped support. The sample is locally exposed to a magnetic excitation field consisting of two distinct frequencies, a stronger component at about 77 kHz and a weaker field at 61 Hz. The nonlinear magnetization characteristics of superparamagnetic particles give rise to the generation of intermodulation products. A selected sum-frequency component of the high and low frequency magnetic field incident on the magnetically nonlinear particles is recorded by a demodulation electronics. In contrast to a conventional MPI scanner, p-FMMD does not require the application of a strong magnetic field to the whole sample because mixing of the two frequencies occurs locally. Thus, the lateral dimensions of the sample are just limited by the scanning range and the supports. However, the sample height determines the spatial resolution. In the current setup it is limited to 2 mm. As examples, we present two 20 mm × 25 mm p-FMMD images acquired from samples with 1 µm diameter maghemite particles in silanol matrix and with 50 nm magnetite particles in aminosilane matrix. The results show that the novel MPI scanner can be applied for analysis of thin biological samples and for medical diagnostic purposes.
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Affiliation(s)
- Hyobong Hong
- Advanced Vision System Research Section, Electronics & Telecommunication Research Institute (ETRI);
| | - Eul-Gyoon Lim
- Intelligent Cognitive Technology Research Department, Electronics & Telecommunication Research Institute (ETRI)
| | - Jae-Chan Jeong
- Advanced Vision System Research Section, Electronics & Telecommunication Research Institute (ETRI)
| | - Jiho Chang
- Advanced Vision System Research Section, Electronics & Telecommunication Research Institute (ETRI)
| | - Sung-Woong Shin
- Intelligent Cognitive Technology Research Department, Electronics & Telecommunication Research Institute (ETRI)
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145
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Bauer LM, Hensley DW, Zheng B, Tay ZW, Goodwill PW, Griswold MA, Conolly SM. Eddy current-shielded x-space relaxometer for sensitive magnetic nanoparticle characterization. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2016; 87:055109. [PMID: 27250472 PMCID: PMC4884196 DOI: 10.1063/1.4950779] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2016] [Accepted: 05/02/2016] [Indexed: 06/05/2023]
Abstract
The development of magnetic particle imaging (MPI) has created a need for optimized magnetic nanoparticles. Magnetic particle relaxometry is an excellent tool for characterizing potential tracers for MPI. In this paper, we describe the design and construction of a high-throughput tabletop relaxometer that is able to make sensitive measurements of MPI tracers without the need for a dedicated shield room.
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Affiliation(s)
- L M Bauer
- Department of Physics, Case Western Reserve University, Cleveland, Ohio 44106, USA
| | - D W Hensley
- Department of Bioengineering, University of California, Berkeley, Berkeley, California 94720, USA
| | - B Zheng
- Department of Bioengineering, University of California, Berkeley, Berkeley, California 94720, USA
| | - Z W Tay
- Department of Bioengineering, University of California, Berkeley, Berkeley, California 94720, USA
| | - P W Goodwill
- Department of Bioengineering, University of California, Berkeley, Berkeley, California 94720, USA
| | - M A Griswold
- Department of Physics, Case Western Reserve University, Cleveland, Ohio 44106, USA
| | - S M Conolly
- Department of Bioengineering, University of California, Berkeley, Berkeley, California 94720, USA
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146
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Liu H, Zhang J, Chen X, Du XS, Zhang JL, Liu G, Zhang WG. Application of iron oxide nanoparticles in glioma imaging and therapy: from bench to bedside. NANOSCALE 2016; 8:7808-7826. [PMID: 27029509 DOI: 10.1039/c6nr00147e] [Citation(s) in RCA: 68] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Gliomas are the most common primary brain tumors and have a very dismal prognosis. However, recent advancements in nanomedicine and nanotechnology provide opportunities for personalized treatment regimens to improve the poor prognosis of patients suffering from glioma. This comprehensive review starts with an outline of the current status facing glioma. It then provides an overview of the state-of-the-art applications of iron oxide nanoparticles (IONPs) to glioma diagnostics and therapeutics, including MR contrast enhancement, drug delivery, cell labeling and tracking, magnetic hyperthermia treatment and magnetic particle imaging. It also addresses current challenges associated with the biological barriers and IONP design with an emphasis on recent advances and innovative approaches for glioma targeting strategies. Opportunities for future development are highlighted.
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Affiliation(s)
- Heng Liu
- Department of Radiology, Institute of Surgery Research, Daping Hospital, Third Military Medical University, Chongqing, 400042, China and State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics & Center for Molecular Imaging and Translational Medicine, School of Public Health, Xiamen University, Xiamen, 361102, China.
| | - Jun Zhang
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics & Center for Molecular Imaging and Translational Medicine, School of Public Health, Xiamen University, Xiamen, 361102, China. and Sichuan Key Laboratory of Medical Imaging, Affiliated Hospital of North Sichuan Medical College, North Sichuan Medical College, Nanchong 637007, China
| | - Xiao Chen
- Department of Radiology, Institute of Surgery Research, Daping Hospital, Third Military Medical University, Chongqing, 400042, China
| | - Xue-Song Du
- Department of Radiology, Institute of Surgery Research, Daping Hospital, Third Military Medical University, Chongqing, 400042, China
| | - Jin-Long Zhang
- Department of Radiology, Institute of Surgery Research, Daping Hospital, Third Military Medical University, Chongqing, 400042, China
| | - Gang Liu
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics & Center for Molecular Imaging and Translational Medicine, School of Public Health, Xiamen University, Xiamen, 361102, China.
| | - Wei-Guo Zhang
- Department of Radiology, Institute of Surgery Research, Daping Hospital, Third Military Medical University, Chongqing, 400042, China and The State Key Laboratory of Trauma, Burns and Combined Injury, Institute of Surgery Research, Daping Hospital, Third Military Medical University, Chongqing, 400042, China.
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147
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Saritas EU, Goodwill PW, Conolly SM. Effects of pulse duration on magnetostimulation thresholds. Med Phys 2016; 42:3005-12. [PMID: 26127053 DOI: 10.1118/1.4921209] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
PURPOSE Medical imaging techniques such as magnetic resonance imaging and magnetic particle imaging (MPI) utilize time-varying magnetic fields that are subject to magnetostimulation limits, which often limit the speed of the imaging process. Various human-subject experiments have studied the amplitude and frequency dependence of these thresholds for gradient or homogeneous magnetic fields. Another contributing factor was shown to be number of cycles in a magnetic pulse, where the thresholds decreased with longer pulses. The latter result was demonstrated on two subjects only, at a single frequency of 1.27 kHz. Hence, whether the observed effect was due to the number of cycles or due to the pulse duration was not specified. In addition, a gradient-type field was utilized; hence, whether the same phenomenon applies to homogeneous magnetic fields remained unknown. Here, the authors investigate the pulse duration dependence of magnetostimulation limits for a 20-fold range of frequencies using homogeneous magnetic fields, such as the ones used for the drive field in MPI. METHODS Magnetostimulation thresholds were measured in the arms of six healthy subjects (age: 27 ± 5 yr). Each experiment comprised testing the thresholds at eight different pulse durations between 2 and 125 ms at a single frequency, which took approximately 30-40 min/subject. A total of 34 experiments were performed at three different frequencies: 1.2, 5.7, and 25.5 kHz. A solenoid coil providing homogeneous magnetic field was used to induce stimulation, and the field amplitude was measured in real time. A pre-emphasis based pulse shaping method was employed to accurately control the pulse durations. Subjects reported stimulation via a mouse click whenever they felt a twitching/tingling sensation. A sigmoid function was fitted to the subject responses to find the threshold at a specific frequency and duration, and the whole procedure was repeated at all relevant frequencies and pulse durations. RESULTS The magnetostimulation limits decreased with increasing pulse duration (T(pulse)). For T(pulse) < 18 ms, the thresholds were significantly higher than at the longest pulse durations (p < 0.01, paired Wilcoxon signed-rank test). The normalized magnetostimulation threshold (B(Norm)) vs duration curve at all three frequencies agreed almost identically, indicating that the observed effect is independent of the operating frequency. At the shortest pulse duration (T(pulse) ≈ 2 ms), the thresholds were approximately 24% higher than at the asymptotes. The thresholds decreased to within 4% of their asymptotic values for T(pulse) > 20 ms. These trends were well characterized (R(2) = 0.78) by a stretched exponential function given by B(Norm)=1+αe(-T(pulse)/β(γ)) , where the fitted parameters were α = 0.44, β = 4.32, and γ = 0.60. CONCLUSIONS This work shows for the first time that the magnetostimulation thresholds decrease with increasing pulse duration, and that this effect is independent of the operating frequency. Normalized threshold vs duration trends are almost identical for a 20-fold range of frequencies: the thresholds are significantly higher at short pulse durations and settle to within 4% of their asymptotic values for durations longer than 20 ms. These results emphasize the importance of matching the human-subject experiments to the imaging conditions of a particular setup. Knowing the dependence of the safety limits to all contributing factors is critical for increasing the time-efficiency of imaging systems that utilize time-varying magnetic fields.
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Affiliation(s)
- Emine U Saritas
- Department of Bioengineering, University of California, Berkeley, Berkeley, California 94720-1762; Department of Electrical and Electronics Engineering, Bilkent University, Bilkent, Ankara 06800, Turkey; and National Magnetic Resonance Research Center (UMRAM), Bilkent University, Bilkent, Ankara 06800, Turkey
| | - Patrick W Goodwill
- Department of Bioengineering, University of California, Berkeley, Berkeley, California 94720-1762
| | - Steven M Conolly
- Department of Bioengineering, University of California, Berkeley, Berkeley, California 94720-1762 and Department of EECS, University of California, Berkeley, Berkeley, California 94720-1762
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148
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Them K, Salamon J, Szwargulski P, Sequeira S, Kaul MG, Lange C, Ittrich H, Knopp T. Increasing the sensitivity for stem cell monitoring in system-function based magnetic particle imaging. Phys Med Biol 2016; 61:3279-90. [PMID: 27032447 DOI: 10.1088/0031-9155/61/9/3279] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
The use of superparamagnetic iron oxide nanoparticles (SPIONs) has provided new possibilities in biophysics and biomedical imaging technologies. The magnetization dynamics of SPIONs, which can be influenced by the environment, are of central interest. In this work, different biological SPION environments are used to investigate three different calibration methods for stem cell monitoring in magnetic particle imaging. It is shown that calibrating using SPIONs immobilized via agarose gel or intracellular uptake results in superior stem cell image quality compared to mobile SPIONs in saline. This superior image quality enables more sensitive localization and identification of a significantly smaller number of magnetically labeled stem cells. The results are important for cell tracking and monitoring of future SPION based therapies such as hyperthermia based cancer therapies, targeted drug delivery, or tissue regeneration approaches where it is crucial to image a sufficiently small number of SPIONs interacting with biological matter.
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Affiliation(s)
- Kolja Them
- Section for Biomedical Imaging, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20246 Hamburg, Germany. Institute for Biomedical Imaging, Hamburg University of Technology, Schwarzenbergstrasse 95, 21073 Hamburg, Germany
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149
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Croft LR, Goodwill PW, Konkle JJ, Arami H, Price DA, Li AX, Saritas EU, Conolly SM. Low drive field amplitude for improved image resolution in magnetic particle imaging. Med Phys 2016; 43:424. [PMID: 26745935 PMCID: PMC4698123 DOI: 10.1118/1.4938097] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2015] [Revised: 11/16/2015] [Accepted: 11/25/2015] [Indexed: 11/07/2022] Open
Abstract
PURPOSE Magnetic particle imaging (MPI) is a new imaging technology that directly detects superparamagnetic iron oxide nanoparticles. The technique has potential medical applications in angiography, cell tracking, and cancer detection. In this paper, the authors explore how nanoparticle relaxation affects image resolution. Historically, researchers have analyzed nanoparticle behavior by studying the time constant of the nanoparticle physical rotation. In contrast, in this paper, the authors focus instead on how the time constant of nanoparticle rotation affects the final image resolution, and this reveals nonobvious conclusions for tailoring MPI imaging parameters for optimal spatial resolution. METHODS The authors first extend x-space systems theory to include nanoparticle relaxation. The authors then measure the spatial resolution and relative signal levels in an MPI relaxometer and a 3D MPI imager at multiple drive field amplitudes and frequencies. Finally, these image measurements are used to estimate relaxation times and nanoparticle phase lags. RESULTS The authors demonstrate that spatial resolution, as measured by full-width at half-maximum, improves at lower drive field amplitudes. The authors further determine that relaxation in MPI can be approximated as a frequency-independent phase lag. These results enable the authors to accurately predict MPI resolution and sensitivity across a wide range of drive field amplitudes and frequencies. CONCLUSIONS To balance resolution, signal-to-noise ratio, specific absorption rate, and magnetostimulation requirements, the drive field can be a low amplitude and high frequency. Continued research into how the MPI drive field affects relaxation and its adverse effects will be crucial for developing new nanoparticles tailored to the unique physics of MPI. Moreover, this theory informs researchers how to design scanning sequences to minimize relaxation-induced blurring for better spatial resolution or to exploit relaxation-induced blurring for MPI with molecular contrast.
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Affiliation(s)
- Laura R Croft
- Department of Bioengineering, University of California, Berkeley, Berkeley, California 94720-1762
| | - Patrick W Goodwill
- Department of Bioengineering, University of California, Berkeley, Berkeley, California 94720-1762
| | - Justin J Konkle
- Department of Bioengineering, University of California, Berkeley, Berkeley, California 94720-1762
| | - Hamed Arami
- Department of Materials Science and Engineering, University of Washington, Seattle, Washington 98195-2120
| | - Daniel A Price
- Department of Bioengineering, University of California, Berkeley, Berkeley, California 94720-1762
| | - Ada X Li
- Department of Bioengineering, University of California, Berkeley, Berkeley, California 94720-1762
| | - Emine U Saritas
- Department of Electrical and Electronics Engineering, Bilkent University, Bilkent, Ankara 06800, Turkey
| | - Steven M Conolly
- Department of Bioengineering, University of California, Berkeley, Berkeley, California 94720-1762
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150
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Zheng B, von See MP, Yu E, Gunel B, Lu K, Vazin T, Schaffer DV, Goodwill PW, Conolly SM. Quantitative Magnetic Particle Imaging Monitors the Transplantation, Biodistribution, and Clearance of Stem Cells In Vivo. Theranostics 2016; 6:291-301. [PMID: 26909106 PMCID: PMC4737718 DOI: 10.7150/thno.13728] [Citation(s) in RCA: 202] [Impact Index Per Article: 22.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2015] [Accepted: 11/01/2015] [Indexed: 12/13/2022] Open
Abstract
Stem cell therapies have enormous potential for treating many debilitating diseases, including heart failure, stroke and traumatic brain injury. For maximal efficacy, these therapies require targeted cell delivery to specific tissues followed by successful cell engraftment. However, targeted delivery remains an open challenge. As one example, it is common for intravenous deliveries of mesenchymal stem cells (MSCs) to become entrapped in lung microvasculature instead of the target tissue. Hence, a robust, quantitative imaging method would be essential for developing efficacious cell therapies. Here we show that Magnetic Particle Imaging (MPI), a novel technique that directly images iron-oxide nanoparticle-tagged cells, can longitudinally monitor and quantify MSC administration in vivo. MPI offers near-ideal image contrast, depth penetration, and robustness; these properties make MPI both ultra-sensitive and linearly quantitative. Here, we imaged, for the first time, the dynamic trafficking of intravenous MSC administrations using MPI. Our results indicate that labeled MSC injections are immediately entrapped in lung tissue and then clear to the liver within one day, whereas standard iron oxide particle (Resovist) injections are immediately taken up by liver and spleen. Longitudinal MPI-CT imaging also indicated a clearance half-life of MSC iron oxide labels in the liver at 4.6 days. Finally, our ex vivo MPI biodistribution measurements of iron in liver, spleen, heart, and lungs after injection showed excellent agreement (R2 = 0.943) with measurements from induction coupled plasma spectrometry. These results demonstrate that MPI offers strong utility for noninvasively imaging and quantifying the systemic distribution of cell therapies and other therapeutic agents.
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