Elaine Yu’s research while affiliated with University of California, Berkeley and other places

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Publications (30)


One MNP with a core diameter of D. The spin-ordered part of the core has a diameter of Dm, with a surface spin disorder in a spin-canted layer of thickness δ. Original figure prepared by the authors.
Schematic drawing representing the zero-field Brownian and Néel relaxations. The dotted line represents the easy axis of the MNP. Original figure prepared by the authors.
of current applications of MNPs in nanomedicine. Reprinted with permission from [23]. Copyright (2021) American Chemical Society.
Types of surface coatings commonly used on MNPs and some examples of each sort. Adapted from [33]. CC BY 4.0.
Illustration of functionalized MNPs from various strategies. Original figure prepared by the author.

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Roadmap on magnetic nanoparticles in nanomedicine
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November 2024

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295 Reads

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11 Citations

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Jian-Ping Wang

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Mª Luisa Fdez-Gubieda

Magnetic nanoparticles (MNPs) represent a class of small particles typically with diameters ranging from 1 to 100 nanometers. These nanoparticles are composed of magnetic materials such as iron, cobalt, nickel, or their alloys. The nanoscale size of MNPs gives them unique physicochemical (physical and chemical) properties not found in their bulk counterparts. Their versatile nature and unique magnetic behavior make them valuable in a wide range of scientific, medical, and technological fields. Over the past decade, there has been a significant surge in MNP-based applications spanning biomedical uses, environmental remediation, data storage, energy storage, and catalysis. Given their magnetic nature and small size, MNPs can be manipulated and guided using external magnetic fields. This characteristic is harnessed in biomedical applications, where these nanoparticles can be directed to specific targets in the body for imaging, drug delivery, or hyperthermia treatment. Herein, this roadmap offers an overview of the current status, challenges, and advancements in various facets of MNPs. It covers magnetic properties, synthesis, functionalization, characterization, and biomedical applications such as sample enrichment, bioassays, imaging, hyperthermia, neuromodulation, tissue engineering, and drug/gene delivery. However, as MNPs are increasingly explored for in vivo applications, concerns have emerged regarding their cytotoxicity, cellular uptake, and degradation, prompting attention from both researchers and clinicians. This roadmap aims to provide a comprehensive perspective on the evolving landscape of MNP research.

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Magnetic Particle Imaging: An Emerging Modality with Prospects in Diagnosis, Targeting and Therapy of Cancer

October 2021

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798 Reads

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51 Citations

Background: Magnetic Particle Imaging (MPI) is an emerging imaging modality for quantitative direct imaging of superparamagnetic iron oxide nanoparticles (SPION or SPIO). With different physics from MRI, MPI benefits from ideal image contrast with zero background tissue signal. This enables clear visualization of cancer with image characteristics similar to PET or SPECT, but using radiation-free magnetic nanoparticles instead, with infinite-duration reporter persistence in vivo. MPI for cancer imaging: demonstrated months of quantitative imaging of the cancer-related immune response with in situ SPION-labelling of immune cells (e.g., neutrophils, CAR T-cells). Because MPI suffers absolutely no susceptibility artifacts in the lung, immuno-MPI could soon provide completely noninvasive early-stage diagnosis and treatment monitoring of lung cancers. MPI for magnetic steering: MPI gradients are ~150 × stronger than MRI, enabling remote magnetic steering of magneto-aerosol, nanoparticles, and catheter tips, enhancing therapeutic delivery by magnetic means. MPI for precision therapy: gradients enable focusing of magnetic hyperthermia and magnetic-actuated drug release with up to 2 mm precision. The extent of drug release from the magnetic nanocarrier can be quantitatively monitored by MPI of SPION's MPS spectral changes within the nanocarrier. Conclusion: MPI is a promising new magnetic modality spanning cancer imaging to guided-therapy.



Non-radioactive and sensitive tracking of neutrophils towards inflammation using antibody functionalized magnetic particle imaging tracers

February 2021

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503 Reads

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41 Citations

Nanotheranostics

White blood cells (WBCs) are a key component of the mammalian immune system and play an essential role in surveillance, defense, and adaptation against foreign pathogens. Apart from their roles in the active combat of infection and the development of adaptive immunity, immune cells are also involved in tumor development and metastasis. Antibody-based therapeutics have been developed to regulate (i.e. selectively activate or inhibit immune function) and harness immune cells to fight malignancy. Alternatively, non-invasive tracking of WBC distribution can diagnose inflammation, infection, fevers of unknown origin (FUOs), and cancer. Magnetic Particle Imaging (MPI) is a non-invasive, non-radioactive, and sensitive medical imaging technique that uses safe superparamagnetic iron oxide nanoparticles (SPIOs) as tracers. MPI has previously been shown to track therapeutic stem cells for over 87 days with a ~200 cell detection limit. In the current work, we utilized antibody-conjugated SPIOs specific to neutrophils for in situ labeling, and non-invasive and radiation-free tracking of these inflammatory cells to sites of infection and inflammation in an in vivo murine model of lipopolysaccharide-induced myositis. MPI showed sensitive detection of inflammation with a contrast-to-noise ratio of ~8-13.


Magnetic Particle Imaging for Vascular, Cellular and Molecular Imaging

January 2021

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53 Reads

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8 Citations

Magnetic Particle Imaging (MPI) is a recently developed tracer-based, noninvasive diagnostic imaging modality. MPI uses the Langevin-based magnetization of superparamagnetic iron oxide nanoparticles, to generate signal and spatially encode an image. MPI technology was introduced in the seminal research publication by Gleich and Weiznecker. Hardware design improvements, reconstruction algorithms, and novel nanoscale physics have further developed MPI, enabling proof-of-concept preclinical studies in which MPI has shown promising results toward diagnosing a range of medical ailments. In the first half of this book chapter, we introduce MPI with an overview of the hardware, image acquisition, and reconstruction approaches. The latter half discusses the design and characteristics of MPI tracers. Finally, the chapter will conclude with highlights on recent preclinical studies for clinically relevant diagnostics.


Using magnetic particle imaging systems to localize and guide magnetic hyperthermia treatment: Tracers, hardware, and future medical applications

February 2020

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1,092 Reads

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173 Citations

Theranostics

Magnetic fluid hyperthermia (MFH) treatment makes use of a suspension of superparamagnetic iron oxide nanoparticles, administered systemically or locally, in combination with an externally applied alternating magnetic field, to ablate target tissue by generating heat through a process called induction. The heat generated above the mammalian euthermic temperature of 37°C induces apoptotic cell death and/or enhances the susceptibility of the target tissue to other therapies such as radiation and chemotherapy. While most hyperthermia techniques currently in development are targeted towards cancer treatment, hyperthermia is also used to treat restenosis, to remove plaques, to ablate nerves and to alleviate pain by increasing regional blood flow. While RF hyperthermia can be directed invasively towards the site of treatment, non-invasive localization of heat through induction is challenging. In this review, we discuss recent progress in the field of RF magnetic fluid hyperthermia and introduce a new diagnostic imaging modality called magnetic particle imaging that allows for a focused theranostic approach encompassing treatment planning, treatment monitoring and spatially localized inductive heating.


Figure 1. MPI (A) a 6.3 T m -1 vertical bore FFL small animal imaging MPI scanner at UC Berkeley (reproduced with permission from 6 ), (B) MPI scanner produces a gradient field as shown with a FFP or FFR and saturating regions. The FFR can be electromagnetically shifted around in space. (C) SPIOs have net zero magnetization at room temperature without any external magnetic field, however, with the applied magnetic field SPIOs magnetize and saturate. Only SPIOs at the FFR can respond to excitation, thereby localizing the signal in space, while SPIOs in other regions are saturated. This figure shows an 1-D example, the magnetization of the SPIO changes rapidly as the FFR is shifted and moved over the SPIO, therefore generating a sharp inductive signal (s(x s (t)). When two SPIOs are present, two signal peaks are generated. The timing of the peak can be spatiotemporally mapped into location of the SPIO by knowledge of FFR position in time. (Image reproduced with permission from 7 ) (D) To form an image we raster the FFR in space along the typical trajectory as shown (E) A 3D UC/Cal phantom filled with SPIOs 7 imaged using a projection MPI scanner. (F) Experimental demonstration of magnetic CT using a FFL scanner and projection reconstruction. 3D MPI scan of Cal/ UC phantom resolving 2D plane of Cal (TOP) and UC (Bottom). Berkeley image reconstruction algorithms enable sharp, isotropic resolution MPI images (Image reproduced with permission from 3 ). 1D, one-dimensional; 2D, two-dimensional; 3D, three-dimensional; FFL, field-free line; FFP, field-free point; FFR, field-free region; MPI, magnetic particle imaging; SPIO, superparamagnetic iron oxide nanoparticle.
Figure 3. MPI for measuring perfusion changes. (A) First in vivo MPI lung perfusion studies using SPIOs modified with macroaggregated albumin. The particles pass through the lung capillaries at 15 min and slowly get cleared to the liver. MPI is useful for imaging the lungs, where other imaging modalities tend to fail (Image adapted from Zhou X et al 45 Institute of Physics and Engineering in Medicine. Adapted with permission of IOP Publishing.) (B) First brain perfusion study performed by Ludewig et al in a rodent stroke model. The rCBF parametric estimate show reduced perfusion of blood in the parts of the brain affected by stroke, however, the contralateral side appears well perfused (Adapted with permission from Ludewig P et al 46 Copyright 2017, American Chemical Society). (C) Images show the first in vivo MPI gut bleed detection using long-circulating MPI tracer. The tracer accumulates in the GI lumen with time due to the occurrence of an acute bleed (Adapted with permission from Yu E et al 6 2017 Copyright, American Chemical Society). CBF, cerebral blood perfusion; GI, gastrointestinal; MPI, magnetic particle imaging; SPIOs, super paramagnetic iron oxide nanoparticles.
Figure 4. First MPI perfusion studies in a tumor xenograft. The tracer distribution in the tumor over the course of time reveal well-perfused tumor periphery and poorly perfused tumor core. The MPI tracer distributes in the tumor and is cleared eventually (Images adapted with permission from Yu E et al 49 2017 Copyright, American Chemical Society). MPI, magnetic particle imaging.
Figure 8. MPI sensitivity dependence on various parameters. Equation assumes limit of detection at SNR = 1 for a 1 s scan, and sensor coil noise dominance (body noise negligible and ideal noise matching to pre-amplifiers). Parameters: ρ = density of SPIO, k B = Boltzmann constant, T = temperature of sensor coil, NF = noise figure of the preamplifier, R coil = resistance of coil, B coil = sensitivity of coil, H sat = applied field H needed to achieve M sat , M sat = magnetization value at saturation, BW = final receive bandwidth used (after windowing), ω = 2π* excitation frequency, H ampl = excitation amplitude. The derivation estimates peak dM/dt can be approximated by m sat /(Δt necessary to go from H = 0 to H = H sat ), where m sat = M sat *V nanoparticle , m represents magnetic moment. MPI, magnetic particle imaging; SNR, signal-to-noise ratio.
Figure 9. Future of MPI scanner. (A) An integrated MPI-MRI system designed by Bruker BioSpin GmbH and University of RWTH, Achen. Image shows a cavity phantom with MRI image in greyscale and MPI image rendered in red scale. (Adapted with permission from 105 ) (B) A human scale head MPI scanner design demonstrating the FFL region using a x-z gradient of 1 T m -1 (Reproduced under the creative common license from 106 ). (C) Magnetostimulation limit and SAR estimate in human torso (graph reproduced with permission from 107 ), PNS is the dominant safety concern for MPI at drive field frequency <42 kHz. FFL, field-free line; MPI, magnetic particle imaging; PNS, peripheral nerve stimulation.
A perspective on a rapid and radiation-free tracer imaging modality, Magnetic Particle Imaging, with promise for clinical translation

June 2018

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831 Reads

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66 Citations

The British journal of radiology

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 preclinical studies have shown favourable applications of MPI for better understanding the pathophysiology associated with vascular defects, tracking cell-based therapies and nano theranostics. 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 SPIO 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.


In vivo tracking and quantification of inhaled aerosol using magnetic particle imaging towards inhaled therapeutic monitoring

June 2018

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2,210 Reads

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46 Citations

Theranostics

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.


Figure 1. MPI Imaging Applications today. Broadly, MPI researchers have pursued vascular imaging and cell tracking. In vascular imaging, researchers have used both tracers that passively highlight the physiology of interest, or are specifically targeted via an antibody or other moiety. In cell tracking, researchers have imaged several types of stem cells, and more recently interest has grown in imaging immune cells for infection imaging, immunotherapy tracking and early-stage cancer detection. Scanner schematic adapted with permission from 24 . Copyright 2017 American Chemical Society. Vascular imaging phantom image courtesy of Justin Konkle. Stem cell tracking image courtesy of Bo Zheng. Image fusion of MPI (color) and CT (grey).
Figure 2. Selected MPI vascular imaging applications. (a) Cancer imaging of rats. MPI/CT of a human breast tumor xenograft shows enhanced image contrast 6 h after SPIO injection. Arrows indicate tumor volume. Adapted with permission from 21•• . Copyright 2017 American Chemical Society. (b) Traumatic brain injury (TBI) imaging of rats. Blue dotted circle indicates impact site. Green circles indicate lymph nodes. The TBI rat has significant signal from the hemorrhage, as well as signal inside the lymph nodes, unlike the control 23 . Copyright Institute of Physics and Engineering in Medicine. Adapted with permission of IOP Publishing. All rights reserved. (c) Stroke imaging of mice. MRI and MPI signals were plotted over time for certain selected regions of interest: filled black circles, MRI signal ischemic hemisphere; filled black squares, MRI signal healthy hemisphere; red dotted line, MPI signal ischemic hemisphere; red crosses, MPI signal healthy hemisphere). The concentration-time curves of the MPI and MRI showed similar progression and reduced wash-out of the contrast agents into the ischemic hemisphere. Reprinted with permission from 22•• . Copyright 2017 American Chemical Society. (d) GI bleed imaging of mice. Dynamic projection MPI and subtraction MPI images, both co-registered to X-ray anatomical reference, allow detection and quantification of GI bleed in a ApcMin/+ mouse model predisposed to GI polyp development. Reprinted with permission from 24 . Copyright 2017 American Chemical Society.
Figure 3. Selected MPI cell tracking applications. (a) Stem cell implant imaging in mice. MPI (A), MRI (B) and corresponding overlay MPI/MRI (C) of a mouse brain transplanted with 1 × 10 5 (left hemisphere) or 5 × 10 4 (right hemisphere) SPIO-labeled mesenchymal stem cells. Reproduced from 28 under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). b) Stem cell injection imaging in rats. 3D MPI-CT imaging of intravenously injected human mesenchymal stem cells (hMSCs) and SPIO control. (A) MPI imaging of hMSC tail vein injections <1 hr postinjection shows substantial hMSC localization to lung. (B) At 12 days, hMSC tail vein injections show significant total clearance and liver migration. (C) MPI imaging of SPIOonly tail vein injections less than one hour post-injection shows immediate uptake in liver and spleen. (D) Control injections of isotonic saline show no detectable MPI signal. Reproduced with permission from 27• under the Creative Commons Attribution (CC BY-NC) License (https://creativecommons.org/licenses/by-nc/4.0/). (c) Long-term stem cell implant imaging in rats. (LEFT) Longitudinal MPI imaging of 5 × 10 5 SPIO-labeled human NPCs implanted in the forebrain cortex over 87 days. Scale bar 1 cm. Color intensity in ng/mm 2 . (RIGHT) Postmortem Prussian blue (PB) staining confirms presence of iron-labeled cells at administration site. Adapted with permission from 27• under the Creative Commons CC BY License (https://creativecommons.org/licenses/by/4.0/).
Figure 4. Recent progress in tracer technologies. (a) In vitro tri-color MPI. Three different MPI tracers are indistinguishable in a standard MPI reconstruction algorithm, but can be distinguished after applying a multi-color reconstruction algorithm. Adapted with permission from 51 under the Creative Commons Attribution 3.0 license (http://creativecommons.org/licenses/by/3.0). (b) In vivo dual-color MPI. Rat lung and liver are targeted with two nanoparticles with different relaxation behavior. In standard MPI, the organs are indistinguishable, but after the colorizing algorithm the organs can be distinguished based on the relaxation behavior of the SPIOs within. Image courtesy of Daniel Hensley. (c) Multi-modal Janus iron oxide MPI tracers. SPIO tracers can be designed for multi-modality imaging. Mice were subcutaneously implanted with nanoparticle-labeled cells and imaged under MPI, fluorescence and T2-weighted MRI. Adapted with permission from 53• . Copyright 2017 American Chemical Society. (d) Lung perfusion imaging with MAA-SPIO. Large macroaggregated albumin conjugated to SPIOs are biomechanically trapped in the rat lung, allowing imaging of blood perfusion through the lungs 11 . Institute of Physics and Engineering in Medicine. Adapted with permission of IOP Publishing. All rights reserved.
Magnetic particle imaging for radiation-free, sensitive and high-contrast vascular imaging and cell tracking

May 2018

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417 Reads

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104 Citations

Current Opinion in Chemical Biology

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.


Citations (24)


... Iron oxide nanoparticles, particularly magnetite (Fe 3 O 4 ) and maghemite (γ-Fe 2 O 3 ), have emerged as prominent candidates in nanomedicine and materials science owing to their biocompatibility, ease of synthesis, and superparamagnetic behavior [3,13]. Due to their permanent magnetization capacity, magnetic nanoparticles (MNPs) are versatile and unique materials and have gained increasing interest, especially γ-Fe 2 O 3 and Fe 3 O 4 [14][15][16]. Given their magnetic features, magnetic nanoparticles play an important role in different domains, including contrast agents in magnetic resonance imaging, therapeutic agents for hyperthermia, magnetic fluids, diagnosis and biosensing tools, target and controlled drug delivery systems, data storage applications, inks and magnetic paints, catalysts, microelectronics, magnetic refrigeration tools, batteries, high-density magnetic recording materials, and sorbents for pollutants removal [17][18][19][20][21][22]. ...

Reference:

Antimicrobial Coatings Based on Hybrid Iron Oxide Nanoparticles
Roadmap on magnetic nanoparticles in nanomedicine

... Magnetic particles have shown great potential in biomedical technologies because of their sensitive yet controllable responses to externally-imposed magnetic fields [1, 2] Their applications span diverse domains including targeted drug delivery [3], magnetic hyperthermia therapy [4,5], advanced imaging modalities [6,7], and microrobots [8][9][10]. One intriguing and functional case is that in rotating magnetic fields, an isolated magnetic particle can spin following the field [11,12] and even generate net translation when a boundary surface is nearby [13]. ...

Magnetic nanoparticles in magnetic particle imaging: principles and applications
  • Citing Chapter
  • January 2024

... In 2009 Weizenecker et al. [2] produced a video (3D+time) of the distribution of particles in the beating heart of a mouse; this result has been a milestone towards the application of MPI to realtime in vivo imaging. Since then, a variety of different applications have been shown to benefit from MPI; among these applications we mention multimodal imaging [3], detection of as few as 250 cancer cells [4] and cancer imaging [3,5,6,7], (stem) cell tracing [8,9,10,11,12], inflammation tracing and lung perfusion imaging [13], drug delivery and monitoring [14], cardiovascular [15,16,17] and blood flow [18] imaging, tracking of medical instruments [19], brain injury detection [20,21]. To obtain the mapping of the particles, dynamic magnetic fields are applied to the specimen inside the scanner and the change in magnetic moments of the particles induces a voltage captured by receiving coils. ...

Magnetic Particle Imaging: An Emerging Modality with Prospects in Diagnosis, Targeting and Therapy of Cancer

... 16 This is stronger than hyperpolarization methods used in MRI to enhance the signal strength by 10 4 to 10 5 fold and does not suffer from rapid decay of the temporary signal enhancement seen in MRI. 23 Because MPI directly detects the nanoparticle tracer whose signal is completely unaffected by surrounding biological tissue, 24 MPI possesses excellent tracer-like image contrast and linearly quantitativeto-tracer-mass properties in contrast to semi-quantitative iron oxide images in MRI. 25,26 This enables MPI to produce "hotspot" images 27 that resemble nuclear medicine PET but with zero radiation dose since the radioisotopes are replaced by magnetic nanoparticles (see Fig. 1). ...

Magnetic Particle Imaging for Vascular, Cellular and Molecular Imaging
  • Citing Chapter
  • January 2021

... One of its early pathological features is inflammation in the brain and spinal cord [127]. MPI technology, utilizing SPIONs as tracer agents, has been shown to be highly sensitive to inflammatory sites and thereby precisely monitor inflammatory states [115,128,129], providing a possible new method for the diagnosis of MS. Chandrasekharan et al. [129] first used MPI to trace leukocytes in inflammation and infection sites. ...

Non-radioactive and sensitive tracking of neutrophils towards inflammation using antibody functionalized magnetic particle imaging tracers

Nanotheranostics

... Magnetic fluid and magnetic nanoparticles find numerous applications, particularly Magnetic fluid and magnetic nanoparticles find numerous applications, particularly in the field of biomedicine [52][53][54]. These particles serve as contrast agents in magnetic resonance imaging [55,56]. Researchers are actively investigating interactions between particles, the formation of chain aggregates and flexible clusters, and the impact of the microstructure on the macroscopic properties of magnetic fluid through both experimental and theoretical studies [57,58]. ...

Using magnetic particle imaging systems to localize and guide magnetic hyperthermia treatment: Tracers, hardware, and future medical applications

Theranostics

... For example, immunotherapy has become a mainstream treatment of bloodborne cancers (10% of all tumors), but it remains an open challenge for "solid tumors," which account for 90% of tumors [2]. Magnetic Particle Imaging (MPI) is a new imaging method ideal for tracking cells [1,[3][4][5][6][7][8]. It could soon allow MDs to gauge treatment efficacy directly and rapidly-in just three days. ...

In vivo tracking and quantification of inhaled aerosol using magnetic particle imaging towards inhaled therapeutic monitoring

Theranostics

... Under the current MPI system configuration, as shown by the spatial resolution results in Fig. 15, the magnetic gradient was set at the maximum magnetic field gradient of the system. To further enhance spatial resolution, several approaches can be considered: using an improved tracer such as Synomag-D-MS1 (micromod, Rostock) or Perimag® [33], [34], or optimizing the amplitude or frequency of the excitation field [12,35]; extending the scanning time or reducing the temporal resolution [32]; or employing an optimized scanning trajectory [36,37]. Additionally, the spatial resolution can also be improved through advanced reconstruction methods, such as sparse representation and deep learning techniques [38], or system matrix reconstruction [8]. ...

A perspective on a rapid and radiation-free tracer imaging modality, Magnetic Particle Imaging, with promise for clinical translation

The British journal of radiology

... For example, immunotherapy has become a mainstream treatment of bloodborne cancers (10% of all tumors), but it remains an open challenge for "solid tumors," which account for 90% of tumors [2]. Magnetic Particle Imaging (MPI) is a new imaging method ideal for tracking cells [1,[3][4][5][6][7][8]. It could soon allow MDs to gauge treatment efficacy directly and rapidly-in just three days. ...

Magnetic particle imaging for radiation-free, sensitive and high-contrast vascular imaging and cell tracking

Current Opinion in Chemical Biology

... For the measurements a commercial MPS device (MPS-3, Bruker BioSpin, Germany) was used operating at amplitudes B excit up to 25 mT at a fixed frequency of f 0 = 25.25 kHz and a temperature of 310 K. This drive field frequency and amplitudes are comparable to those of commercially available MPI systems (Rahmner et al 2015, Wang 2018. No DC magnetic field was present during the experiment. ...

Magnetic particle imaging of islet transplantation in the liver and under the kidney capsule in mouse models

Quantitative Imaging in Medicine and Surgery