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Grudinsky P, Yurtaeva A, Pankratov D, Pasechnik L, Musaelyan R, Dyubanov V. The Waelz Slag from Electric Arc Furnace Dust Processing: Characterization and Magnetic Separation Studies. MATERIALS (BASEL, SWITZERLAND) 2024; 17:2224. [PMID: 38793291 PMCID: PMC11122994 DOI: 10.3390/ma17102224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Revised: 05/03/2024] [Accepted: 05/06/2024] [Indexed: 05/26/2024]
Abstract
The Waelz slag generated during electric arc furnace dust processing is an iron-rich product with significant amounts of iron, zinc and copper. About 600-800 kg of the Waelz slag is generated per ton of the dust processed. The Waelz slag samples from two different plants were thoroughly characterized using inductively coupled plasma optical emission spectroscopy (ICP-AES), X-ray diffraction analysis (XRD), chemical phase analysis, Mössbauer spectroscopy and other supporting methods. The phase distribution of iron, zinc and copper was determined in the Waelz slag samples. Low-intensity wet magnetic separation was tested for the iron recovery from the Waelz slag samples. It was found that the Waelz slag samples have complex chemical and mineralogical compositions, which can impede the selective recovery of valuable elements. The obtained results indicate that the chemical and mineralogical composition of the Waelz slag samples has a considerable effect on the magnetic separation indexes. The experiments showed that the iron concentrates with Fe contents of 73% and 46.8% with the metallization degrees of 87.2% and 57.5% and the iron recovery degree of 54.8% and 52.9% were obtained at optimal conditions for two different samples, respectively, without selective segregation of Cu and Zn in the magnetic or non-magnetic fraction.
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Affiliation(s)
- Pavel Grudinsky
- I.P. Bardin Laboratory of Issues of Complex Ore Metallurgy, A.A. Baikov Institute of Metallurgy and Materials Science, Russian Academy of Science, 49 Leninsky Prosp, 119334 Moscow, Russia; (A.Y.); (V.D.)
| | - Anfisa Yurtaeva
- I.P. Bardin Laboratory of Issues of Complex Ore Metallurgy, A.A. Baikov Institute of Metallurgy and Materials Science, Russian Academy of Science, 49 Leninsky Prosp, 119334 Moscow, Russia; (A.Y.); (V.D.)
- Faculty of Biotechnology and Industrial Ecology, D. Mendeleev University of Chemical Technology of Russia, 9 Miusskaya Square, 125047 Moscow, Russia
| | - Denis Pankratov
- Department of Radiochemistry, Faculty of Chemistry, Lomonosov Moscow State University, 1-3 Leninskiye Gory, 119991 Moscow, Russia;
| | - Liliya Pasechnik
- Institute of Solid State Chemistry, Ural Branch of the Russian Academy of Sciences, 91 Pervomaiskaya St., 620990 Ekaterinburg, Russia;
| | - Roman Musaelyan
- FRC V.V. Dokuchaev Soil Science Institute, 7 bdg. 2 Pyzhevsky Lane, 119017 Moscow, Russia;
| | - Valery Dyubanov
- I.P. Bardin Laboratory of Issues of Complex Ore Metallurgy, A.A. Baikov Institute of Metallurgy and Materials Science, Russian Academy of Science, 49 Leninsky Prosp, 119334 Moscow, Russia; (A.Y.); (V.D.)
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Kicheeva AG, Sushko ES, Bondarenko LS, Kydralieva KA, Pankratov DA, Tropskaya NS, Dzeranov AA, Dzhardimalieva GI, Zarrelli M, Kudryasheva NS. Functionalized Magnetite Nanoparticles: Characterization, Bioeffects, and Role of Reactive Oxygen Species in Unicellular and Enzymatic Systems. Int J Mol Sci 2023; 24:ijms24021133. [PMID: 36674650 PMCID: PMC9861541 DOI: 10.3390/ijms24021133] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Revised: 12/24/2022] [Accepted: 12/27/2022] [Indexed: 01/10/2023] Open
Abstract
The current study evaluates the role of reactive oxygen species (ROS) in bioeffects of magnetite nanoparticles (MNPs), such as bare (Fe3O4), humic acids (Fe3O4-HA), and 3-aminopropyltriethoxysilane (Fe3O4-APTES) modified MNPs. Mössbauer spectroscopy was used to identify the local surrounding for Fe atom/ions and the depth of modification for MNPs. It was found that the Fe3O4-HA MNPs contain the smallest, whereas the Fe3O4-APTES MNPs contain the largest amount of Fe2+ ions. Bioluminescent cellular and enzymatic assays were applied to monitor the toxicity and anti-(pro-)oxidant activity of MNPs. The contents of ROS were determined by a chemiluminescence luminol assay evaluating the correlations with toxicity/anti-(pro-)oxidant coefficients. Toxic effects of modified MNPs were found at higher concentrations (>10−2 g/L); they were related to ROS storage in bacterial suspensions. MNPs stimulated ROS production by the bacteria in a wide concentration range (10−15−1 g/L). Under the conditions of model oxidative stress and higher concentrations of MNPs (>10−4 g/L), the bacterial bioassay revealed prooxidant activity of all three MNP types, with corresponding decay of ROS content. Bioluminescence enzymatic assay did not show any sensitivity to MNPs, with negligible change in ROS content. The results clearly indicate that cell-membrane processes are responsible for the bioeffects and bacterial ROS generation, confirming the ferroptosis phenomenon based on iron-initiated cell-membrane lipid peroxidation.
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Affiliation(s)
- Arina G. Kicheeva
- Institute of Biophysics of Siberian Branch of Russian Academy of Sciences, Federal Research Center “Krasnoyarsk Science Center” of Siberian Branch of Russian Academy of Sciences, 660036 Krasnoyarsk, Russia
| | - Ekaterina S. Sushko
- Institute of Biophysics of Siberian Branch of Russian Academy of Sciences, Federal Research Center “Krasnoyarsk Science Center” of Siberian Branch of Russian Academy of Sciences, 660036 Krasnoyarsk, Russia
- Institute of Physics of Siberian Branch of Russian Academy of Sciences, Federal Research Center “Krasnoyarsk Science Center” of Siberian Branch of Russian Academy of Sciences, 660036 Krasnoyarsk, Russia
| | - Lyubov S. Bondarenko
- Department of General Engineering, Moscow Aviation Institute (National Research University), 125993 Moscow, Russia
| | - Kamila A. Kydralieva
- Department of General Engineering, Moscow Aviation Institute (National Research University), 125993 Moscow, Russia
| | - Denis A. Pankratov
- Department of Chemistry, Lomonosov Moscow State University, 119991 Moscow, Russia
| | - Nataliya S. Tropskaya
- Department of General Engineering, Moscow Aviation Institute (National Research University), 125993 Moscow, Russia
- Sklifosovsky Research Institute for Emergency Medicine, 129010 Moscow, Russia
| | - Artur A. Dzeranov
- Department of General Engineering, Moscow Aviation Institute (National Research University), 125993 Moscow, Russia
- Sklifosovsky Research Institute for Emergency Medicine, 129010 Moscow, Russia
| | - Gulzhian I. Dzhardimalieva
- Department of General Engineering, Moscow Aviation Institute (National Research University), 125993 Moscow, Russia
- Federal Research Center of Problems of Chemical Physics and Medicinal Chemistry, Russian Academy of Sciences, 142432 Chernogolovka, Russia
| | - Mauro Zarrelli
- Institute for Polymers, Composites and Biomaterials, National Research Council of Italy, P.le Fermi, 1, 80055 Portici, Italy
| | - Nadezhda S. Kudryasheva
- Institute of Biophysics of Siberian Branch of Russian Academy of Sciences, Federal Research Center “Krasnoyarsk Science Center” of Siberian Branch of Russian Academy of Sciences, 660036 Krasnoyarsk, Russia
- Biophysics Department, Siberian Federal University, 660041 Krasnoyarsk, Russia
- Correspondence: ; Tel.: +7-3912-494-242
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Wu K, Liu J, Saha R, Ma B, Su D, Peng C, Sun J, Wang JP. Irregularly Shaped Iron Nitride Nanoparticles as a Potential Candidate for Biomedical Applications: From Synthesis to Characterization. ACS OMEGA 2020; 5:11756-11767. [PMID: 32478267 PMCID: PMC7254815 DOI: 10.1021/acsomega.0c01130] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Accepted: 05/05/2020] [Indexed: 05/05/2023]
Abstract
Magnetic nanoparticles (MNPs) have been extensively used in drug/gene delivery, hyperthermia therapy, magnetic particle imaging (MPI), magnetic resonance imaging (MRI), magnetic bioassays, and so forth. With proper surface chemical modifications, physicochemically stable and nontoxic MNPs are emerging contrast agents and tracers for in vivo MRI and MPI applications. Herein, we report the high magnetic moment, irregularly shaped γ'-Fe4N nanoparticles for enhanced hyperthermia therapy and T2 contrast agent for MRI application. The static and dynamic magnetic properties of γ'-Fe4N nanoparticles are characterized by a vibrating sample magnetometer (VSM) and a magnetic particle spectroscopy (MPS) system, respectively. Compared to the γ-Fe2O3 nanoparticles, γ'-Fe4N nanoparticles show at least three times higher saturation magnetization, which, as a result, gives rise to the stronger dynamic magnetic responses as proved in the MPS measurement results. In addition, γ'-Fe4N nanoparticles are functionalized with an oleic acid layer by a wet mechanical milling process. The morphologies of as-milled nanoparticles are characterized by transmission electron microscopy (TEM), dynamic light scattering (DLS), and nanoparticle tracking analyzer (NTA). We report that with proper surface chemical modification and tuning on morphologies, γ'-Fe4N nanoparticles could be used as tiny heating sources for hyperthermia and contrast agents for MRI applications with minimum dose.
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Affiliation(s)
- Kai Wu
- Department
of Electrical and Computer Engineering, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Jinming Liu
- Department
of Electrical and Computer Engineering, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Renata Saha
- Department
of Electrical and Computer Engineering, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Bin Ma
- Department
of Electrical and Computer Engineering, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Diqing Su
- Department
of Chemical Engineering and Material Science, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Chaoyi Peng
- Department
of Electrical and Computer Engineering, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Jiajia Sun
- Department
of Electrical and Computer Engineering, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Jian-Ping Wang
- Department
of Electrical and Computer Engineering, University of Minnesota, Minneapolis, Minnesota 55455, United States
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Tay ZW, Hensley D, Ma J, Chandrasekharan P, Zheng B, Goodwill P, Conolly S. Pulsed Excitation in Magnetic Particle Imaging. IEEE TRANSACTIONS ON MEDICAL IMAGING 2019; 38:2389-2399. [PMID: 30762537 PMCID: PMC6689437 DOI: 10.1109/tmi.2019.2898202] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Magnetic particle imaging (MPI) is a promising new tracer-based imaging modality. The steady-state, nonlinear magnetization physics most fundamental to MPI typically predicts improving resolution with increasing tracer magnetic core size. For larger tracers, and given typical excitation slew rates, this steady-state prediction is compromised by dynamic processes that induce a significant secondary blur and prevent us from achieving high resolution using larger tracers. Here, we propose a new method of excitation and signal encoding in MPI we call pulsed MPI to overcome this phenomenon. Pulsed MPI allows us to directly encode the steady-state magnetic physics into the time-domain signal. This in turn gives rise to a simple reconstruction algorithm to obtain images free of secondary relaxation-induced blur. Here, we provide a detailed description of our approach in 1D, discuss how it compares with alternative approaches, and show experimental data demonstrating better than 500- [Formula: see text] resolution (at 7 T/m) with large tracers. Finally, we show experimental images from a 2D implementation.
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Characterization and Relaxation Properties of a Series of Monodispersed Magnetic Nanoparticles. SENSORS 2019; 19:s19153396. [PMID: 31382433 PMCID: PMC6696352 DOI: 10.3390/s19153396] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Revised: 07/24/2019] [Accepted: 07/31/2019] [Indexed: 01/09/2023]
Abstract
Magnetic iron oxide nanoparticles are relatively advanced nanomaterials, and are widely used in biology, physics and medicine, especially as contrast agents for magnetic resonance imaging. Characterization of the properties of magnetic nanoparticles plays an important role in the application of magnetic particles. As a contrast agent, the relaxation rate directly affects image enhancement. We characterized a series of monodispersed magnetic nanoparticles using different methods and measured their relaxation rates using a 0.47 T low-field Nuclear Magnetic Resonance instrument. Generally speaking, the properties of magnetic nanoparticles are closely related to their particle sizes; however, neither longitudinal relaxation rate r1 nor transverse relaxation rate r2 changes monotonously with the particle size d. Therefore, size can affect the magnetism of magnetic nanoparticles, but it is not the only factor. Then, we defined the relaxation rates ri′ (i = 1 or 2) using the induced magnetization of magnetic nanoparticles, and found that the correlation relationship between r1′ relaxation rate and r1 relaxation rate is slightly worse, with a correlation coefficient of R2 = 0.8939, while the correlation relationship between r2′ relaxation rate and r2 relaxation rate is very obvious, with a correlation coefficient of R2 = 0.9983. The main reason is that r2 relaxation rate is related to the magnetic field inhomogeneity, produced by magnetic nanoparticles; however r1 relaxation rate is mainly a result of the direct interaction of hydrogen nucleus in water molecules and the metal ions in magnetic nanoparticles to shorten the T1 relaxation time, so it is not directly related to magnetic field inhomogeneity.
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Alshehri AM, Wilson OC, Dahal B, Philip J, Luo X, Raub CB. Magnetic nanoparticle-loaded alginate beads for local micro-actuation of in vitro tissue constructs. Colloids Surf B Biointerfaces 2017; 159:945-955. [DOI: 10.1016/j.colsurfb.2017.08.062] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2017] [Revised: 08/12/2017] [Accepted: 08/31/2017] [Indexed: 12/11/2022]
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Wu K, Schliep K, Zhang X, Liu J, Ma B, Wang JP. Characterizing Physical Properties of Superparamagnetic Nanoparticles in Liquid Phase Using Brownian Relaxation. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2017; 13:1604135. [PMID: 28374941 DOI: 10.1002/smll.201604135] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2016] [Revised: 02/24/2017] [Indexed: 05/21/2023]
Abstract
Superparamagnetic iron oxide nanoparticles (SPIONs) have been extensively used as bioimaging contrast agents, heating sources for tumor therapy, and carriers for controlled drug delivery and release to target organs and tissues. These applications require elaborate tuning of the physical and magnetic properties of the SPIONs. The authors present here a search-coil-based method to characterize these properties. The nonlinear magnetic response of SPIONs to alternating current magnetic fields induces harmonic signals that contain information of these nanoparticles. By analyzing the phase lag and harmonic ratios in the SPIONs, the authors can predict the saturation magnetization, the average hydrodynamic size, the dominating relaxation processes of SPIONs, and the distinction between single- and multicore particles. The numerical simulations reveal that the harmonic ratios are inversely proportional to saturation magnetizations and core diameters of SPIONs, and that the phase lag is dependent on the hydrodynamic volumes of SPIONs, which corroborate the experimental results. Herein, the authors stress the feasibility of using search coils as a method to characterize physical and magnetic properties of SPIONs, which may be applied as building blocks in nanoparticle characterization devices.
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Affiliation(s)
- Kai Wu
- The Center for Micromagnetics and Information Technologies (MINT), Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Karl Schliep
- Department of Chemical Engineering and Material Science, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Xiaowei Zhang
- School of Physics and Astronomy, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Jinming Liu
- The Center for Micromagnetics and Information Technologies (MINT), Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Bin Ma
- Department of Optical Science and Engineering, Fudan University, Shanghai, 200433, P. R. China
| | - Jian-Ping Wang
- The Center for Micromagnetics and Information Technologies (MINT), Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis, MN, 55455, USA
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Lee K, Jang JT, Nakano H, Nakagawa S, Paek SH, Bae S. External magnetic field dependent shift of superparamagnetic blocking temperature due to core/surface disordered spin interactions. NANOTECHNOLOGY 2017; 28:075710. [PMID: 28094245 DOI: 10.1088/1361-6528/aa5190] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Although the blocking temperature of superparamagnetic nanoparticles (SPNPs) is crucial for various spintronics and biomedical applications, the precise determination of the blocking temperature is still not clear. Here, we present 'intrinsic' and 'extrinsic' characteristics of the blocking temperature in SPNP systems. In zero-field-cooled/field-cooled (ZFC-FC) curves, there was no shift of 'intrinsic blocking temperature' at different applied external (excitation) magnetic fields. However, 'extrinsic blocking temperature' shift is clearly dependent on the external (excitation) magnetic field. According to our newly proposed physical model, the 'intermediate spin layer' located between the core and surface disordered spin layers is primarily responsible for the physical nature of the shift of extrinsic blocking temperature. Our new findings offer possibilities for characterizing the thermally induced physical properties of SPNPs. Furthermore, these findings provide a new empirical approach to indirectly estimate the qualitative degree of the disordered surface spin status in SPNPs.
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Affiliation(s)
- Kwan Lee
- Nanobiomagnetics and Bioelectronics Laboratory (NBL), Department of Electrical Engineering, University of South Carolina, Columbia, SC 29208, United States. P&B Nano Laboratory, Advanced Institutes of Convergence Technology (AICT), Yeongtong-gu, Suwon-si, Gyeonggi-do, 443-270, Republic of Korea
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Coene A, Leliaert J, Liebl M, Löwa N, Steinhoff U, Crevecoeur G, Dupré L, Wiekhorst F. Multi-color magnetic nanoparticle imaging using magnetorelaxometry. Phys Med Biol 2017; 62:3139-3157. [PMID: 28165335 DOI: 10.1088/1361-6560/aa5e90] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Magnetorelaxometry (MRX) is a well-known measurement technique which allows the retrieval of magnetic nanoparticle (MNP) characteristics such as size distribution and clustering behavior. This technique also enables the non-invasive reconstruction of the spatial MNP distribution by solving an inverse problem, referred to as MRX imaging. Although MRX allows the imaging of a broad range of MNP types, little research has been done on imaging different MNP types simultaneously. Biomedical applications can benefit significantly from a measurement technique that allows the separation of the resulting measurement signal into its components originating from different MNP types. In this paper, we present a theoretical procedure and experimental validation to show the feasibility of MRX imaging in reconstructing multiple MNP types simultaneously. Because each particle type has its own characteristic MRX signal, it is possible to take this a priori information into account while solving the inverse problem. This way each particle type's signal can be separated and its spatial distribution reconstructed. By assigning a unique color code and intensity to each particle type's signal, an image can be obtained in which each spatial distribution is depicted in the resulting color and with the intensity measuring the amount of particles of that type, hence the name multi-color MNP imaging. The theoretical procedure is validated by reconstructing six phantoms, with different spatial arrangements of multiple MNP types, using MRX imaging. It is observed that MRX imaging easily allows up to four particle types to be separated simultaneously, meaning their quantitative spatial distributions can be obtained.
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Affiliation(s)
- A Coene
- Department of Electrical Energy, Systems and Automation, Ghent University, 9052 Zwijnaarde, Belgium
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De Haro LP, Karaulanov T, Vreeland EC, Anderson B, Hathaway HJ, Huber DL, Matlashov AN, Nettles CP, Price AD, Monson TC, Flynn ER. Magnetic relaxometry as applied to sensitive cancer detection and localization. ACTA ACUST UNITED AC 2016; 60:445-55. [PMID: 26035107 DOI: 10.1515/bmt-2015-0053] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2015] [Accepted: 05/04/2015] [Indexed: 11/15/2022]
Abstract
BACKGROUND Here we describe superparamagnetic relaxometry (SPMR), a technology that utilizes highly sensitive magnetic sensors and superparamagnetic nanoparticles for cancer detection. Using SPMR, we sensitively and specifically detect nanoparticles conjugated to biomarkers for various types of cancer. SPMR offers high contrast in vivo, as there is no superparamagnetic background, and bones and tissue are transparent to the magnetic fields. METHODS In SPMR measurements, a brief magnetizing pulse is used to align superparamagnetic nanoparticles of a discrete size. Following the pulse, an array of superconducting quantum interference detectors (SQUID) sensors detect the decaying magnetization field. NP size is chosen so that, when bound, the induced field decays in seconds. They are functionalized with specific biomarkers and incubated with cancer cells in vitro to determine specificity and cell binding. For in vivo experiments, functionalized NPs are injected into mice with xenograft tumors, and field maps are generated to localize tumor sites. RESULTS Superparamagnetic NPs developed here have small size dispersion. Cell incubation studies measure specificity for different cell lines and antibodies with very high contrast. In vivo animal measurements verify SPMR localization of tumors. Our results indicate that SPMR possesses sensitivity more than 2 orders of magnitude better than previously reported.
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Coene A, Leliaert J, Dupré L, Crevecoeur G. Quantitative model selection for enhanced magnetic nanoparticle imaging in magnetorelaxometry. Med Phys 2015; 42:6853-62. [PMID: 26632042 DOI: 10.1118/1.4935147] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
PURPOSE The performance of an increasing number of biomedical applications is dependent on the accurate knowledge of the spatial magnetic nanoparticle (MNP) distribution in the body. Magnetorelaxometry (MRX) imaging is a promising and noninvasive technique for the reconstruction of this distribution. To date, no accurate and quantitative measure is available to compare and optimize different MRX imaging models and setups independent of the MNP distribution. In this paper, the authors employ statistical parameters to develop quantitative MRX imaging models. Using these models, a straightforward optimization of setups and models is possible resulting in improved MNP reconstructions. METHODS A MRX imaging setup is considered with different coil configurations, each corresponding to a MRX imaging model. The models can be represented by a sensitivity matrix. These are compared by employing the matrices as inputs to statistical parameters such as conditional entropy and mutual information (MI). These parameters determine the best model to reconstruct the MNP amount for each volume-element (voxel) in the sample. The matrix is transformed by multiplying the columns with different weightings depending on the performance of the MRX imaging model with respect to the other models. This transformed matrix is compared to the original sensitivity matrix without weightings. RESULTS Compared to the original sensitivity matrix, an increased numerical stability and improved noise robustness for the transformed sensitivity matrix are observed. The reconstruction of the MNP shows improvements: a correlation to the actual MNP distribution of 99.2%, whereas the original matrix only had 82.5%. By selecting the MRX models with the smallest MI, the authors are able to reduce the measurement time by 65% and still obtain an improved imaging accuracy and noise robustness. The statistical parameters allow a direct measure of the relative information content within the setup such that the optimal voxel size for the MRX setup is determined to be between 5 and 15 mm, while other sizes show a significant change in the statistical parameters. CONCLUSIONS The use of statistical parameters in MRX imaging models results in quantitative models which can optimize MRX setups in a very fast and elegant way such that improved MNP imaging can be realized. Finally, the presented measure allows to quantitatively and accurately compare different MRX models and setups independent of the MNP distribution.
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Affiliation(s)
- Annelies Coene
- Department of Electrical Energy, Systems and Automation, Ghent University, Zwijnaarde 9052, Belgium
| | - Jonathan Leliaert
- Department of Electrical Energy, Systems and Automation, Ghent University, Zwijnaarde 9052, Belgium and Department of Solid State Sciences, Ghent University, Ghent 9000, Belgium
| | - Luc Dupré
- Department of Electrical Energy, Systems and Automation, Ghent University, Zwijnaarde 9052, Belgium
| | - Guillaume Crevecoeur
- Department of Electrical Energy, Systems and Automation, Ghent University, Zwijnaarde 9052, Belgium
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Abstract
In part I of this review we assessed nanoscience-related definitions as applied to pharmaceuticals and we discussed all 43 currently approved drug formulations, which are widely publicized as nanopharmaceuticals or nanomedicines. In continuation, here we review the currently ongoing clinical trials within the broad field of nanomedicine. Confining the definition of nanopharmaceuticals to therapeutic formulations, in which the unique physicochemical properties expressed in the nanosize range, when man-made, play the pivotal therapeutic role, we found an apparently low number of trials, which reflects neither the massive investments made in the field of nanomedicine nor the general hype associated with the term "nano." Moreover, after an extensive search for information through clinical trials, we found only two clinical trials with materials that show unique nano-based properties, ie, properties that are displayed neither on the atomic nor on the bulk material level.
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Affiliation(s)
- Volkmar Weissig
- Department of Pharmaceutical Sciences, Midwestern University College of Pharmacy Glendale, Glendale, AZ, USA
| | - Diana Guzman-Villanueva
- Department of Pharmaceutical Sciences, Midwestern University College of Pharmacy Glendale, Glendale, AZ, USA
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Ficko BW, Nadar PM, Diamond SG. Spectroscopic AC Susceptibility Imaging (sASI) of Magnetic Nanoparticles. JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS 2015; 375:164-176. [PMID: 25477704 PMCID: PMC4248788 DOI: 10.1016/j.jmmm.2014.10.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
This study demonstrates a method for alternating current (AC) susceptibility imaging (ASI) of magnetic nanoparticles (mNPs) using low cost instrumentation. The ASI method uses AC magnetic susceptibility measurement to create tomographic images using an array of drive coils, compensation coils and fluxgate magnetometers. Using a spectroscopic approach in conjunction with ASI, a series of tomographic images can be created for each frequency measurement and is termed sASI. The advantage of sASI is that mNPs can be simultaneously characterized and imaged in a biological medium. System calibration was performed by fitting the in-phase and out-of-phase susceptibility measurements of an mNP sample with a hydrodynamic diameter of 100 nm to a Brownian relaxation model (R2 = 0.96). Samples of mNPs with core diameters of 10 and 40 nm and a sample of 100 nm hydrodynamic diameter were prepared in 0.5 ml tubes. Three mNP samples were arranged in a randomized array and then scanned using sASI with six frequencies between 425 and 925 Hz. The sASI scans showed the location and quantity of the mNP samples (R2 = 0.97). Biological compatibility of the sASI method was demonstrated by scanning mNPs that were injected into a pork sausage. The mNP response in the biological medium was found to correlate with a calibration sample (R2 = 0.97, p <0.001). These results demonstrate the concept of ASI and advantages of sASI.
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Remmer H, Dieckhoff J, Tschöpe A, Roeben E, Schmidt AM, Ludwig F. Dynamics of CoFe2O4 Single-Core Nanoparticles in Viscoelastic Media. ACTA ACUST UNITED AC 2015. [DOI: 10.1016/j.phpro.2015.12.186] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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15
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Ware MJ, Godin B, Singh N, Majithia R, Shamsudeen S, Serda RE, Meissner KE, Rees P, Summers HD. Analysis of the influence of cell heterogeneity on nanoparticle dose response. ACS NANO 2014; 8:6693-700. [PMID: 24923782 PMCID: PMC4216222 DOI: 10.1021/nn502356f] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2014] [Accepted: 06/12/2014] [Indexed: 05/22/2023]
Abstract
Understanding the effect of variability in the interaction of individual cells with nanoparticles on the overall response of the cell population to a nanoagent is a fundamental challenge in bionanotechnology. Here, we show that the technique of time-resolved, high-throughput microscopy can be used in this endeavor. Mass measurement with single-cell resolution provides statistically robust assessments of cell heterogeneity, while the addition of a temporal element allows assessment of separate processes leading to deconvolution of the effects of particle supply and biological response. We provide a specific demonstration of the approach, in vitro, through time-resolved measurement of fibroblast cell (HFF-1) death caused by exposure to cationic nanoparticles. The results show that heterogeneity in cell area is the major source of variability with area-dependent nanoparticle capture rates determining the time of cell death and hence the form of the exposure–response characteristic. Moreover, due to the particulate nature of the nanoparticle suspension, there is a reduction in the particle concentration over the course of the experiment, eventually causing saturation in the level of measured biological outcome. A generalized mathematical description of the system is proposed, based on a simple model of particle depletion from a finite supply reservoir. This captures the essential aspects of the nanoparticle–cell interaction dynamics and accurately predicts the population exposure–response curves from individual cell heterogeneity distributions.
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Affiliation(s)
- Matthew J. Ware
- Centre for Nanohealth, College of Engineering and College of Medicine, Swansea University, Swansea SA2 8PP, U.K.
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, Texas 77030, United States
| | - Biana Godin
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, Texas 77030, United States
| | - Neenu Singh
- Centre for Nanohealth, College of Engineering and College of Medicine, Swansea University, Swansea SA2 8PP, U.K.
| | - Ravish Majithia
- Department of Surgery, Baylor College of Medicine, 6501 Fannin Street, Houston, Texas 77030, United States
| | - Sabeel Shamsudeen
- Centre for Nanohealth, College of Engineering and College of Medicine, Swansea University, Swansea SA2 8PP, U.K.
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, Texas 77030, United States
| | - Rita E. Serda
- Centre for Nanohealth, College of Engineering and College of Medicine, Swansea University, Swansea SA2 8PP, U.K.
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, Texas 77030, United States
- Department of Surgery, Baylor College of Medicine, 6501 Fannin Street, Houston, Texas 77030, United States
| | - Kenith E. Meissner
- Department of Biomedical Engineering, Texas A&M University, College Station, Texas 77843, United States
| | - Paul Rees
- Centre for Nanohealth, College of Engineering and College of Medicine, Swansea University, Swansea SA2 8PP, U.K.
- Broad Institute of MIT and Harvard, Cambridge, Boston, Massachusetts 02148, United States
| | - Huw D. Summers
- Centre for Nanohealth, College of Engineering and College of Medicine, Swansea University, Swansea SA2 8PP, U.K.
- Address correspondence to
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16
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Ludwig F, Eberbeck D, Löwa N, Steinhoff U, Wawrzik T, Schilling M, Trahms L. Characterization of magnetic nanoparticle systems with respect to their magnetic particle imaging performance. ACTA ACUST UNITED AC 2014; 58:535-45. [PMID: 23751379 DOI: 10.1515/bmt-2013-0013] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2013] [Accepted: 05/13/2013] [Indexed: 11/15/2022]
Abstract
The optimization of magnetic nanoparticles (MNPs) as markers for magnetic particle imaging (MPI) requires an understanding of the relationship between the harmonics spectrum and the structural and magnetic properties of the MNPs. Although magnetic particle spectroscopy (MPS) - carried out at the same excitation frequency as the given MPI system - represents a straightforward technique to study MNPs for their suitability for MPI, a complete understanding of the mechanisms and differences between different tracer materials requires additional measurements of the static and dynamic magnetic behavior covering additional field and time ranges. Furthermore, theoretical models are needed, which correctly account for the static and dynamic magnetic properties of the markers. In this paper, we give an overview of currently used theoretical models for the explanation of amplitude and phase of the harmonics spectra as well as of the various static and dynamic magnetic techniques, which are applied for the comprehensive characterization of MNPs for MPI. We demonstrate on two multicore MNP model systems, Resovist(®) and FeraSpin™ Series, how a detailed picture of the MPI performance can be obtained by combining various static and dynamic magnetic measurements.
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17
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Lim J, Yeap SP, Leow CH, Toh PY, Low SC. Magnetophoresis of iron oxide nanoparticles at low field gradient: The role of shape anisotropy. J Colloid Interface Sci 2014; 421:170-7. [DOI: 10.1016/j.jcis.2014.01.044] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2013] [Revised: 01/16/2014] [Accepted: 01/31/2014] [Indexed: 10/25/2022]
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Ficko BW, Nadar PM, Hoopes PJ, Diamond SG. Development of a magnetic nanoparticle susceptibility magnitude imaging array. Phys Med Biol 2014; 59:1047-71. [PMID: 24504184 PMCID: PMC3987117 DOI: 10.1088/0031-9155/59/4/1047] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
There are several emerging diagnostic and therapeutic applications of magnetic nanoparticles (mNPs) in medicine. This study examines the potential for developing an mNP imager that meets these emerging clinical needs with a low cost imaging solution that uses arrays of digitally controlled drive coils in a multiple-frequency, continuous-wave operating mode and compensated fluxgate magnetometers. The design approach is described and a mathematical model is developed to support measurement and imaging. A prototype is used to demonstrate active compensation of up to 185 times the primary applied magnetic field, depth sensitivity up to 2.5 cm (p < 0.01), and linearity over five dilutions (R(2) > 0.98, p < 0.001). System frequency responses show distinguishable readouts for iron oxide mNPs with single magnetic domain core diameters of 10 and 40 nm, and multi-domain mNPs with a hydrodynamic diameter of 100 nm. Tomographic images show a contrast-to-noise ratio of 23 for 0.5 ml of 12.5 mg Fe ml(-1) mNPs at 1 cm depth. A demonstration involving the injection of mNPs into pork sausage shows the potential for use in biological systems. These results indicate that the proposed mNP imaging approach can potentially be extended to a larger array system with higher-resolution.
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Affiliation(s)
- Bradley W. Ficko
- Thayer School of Engineering at Dartmouth, Hanover, New Hampshire, USA
| | - Priyanka M. Nadar
- Thayer School of Engineering at Dartmouth, Hanover, New Hampshire, USA
| | - P. Jack Hoopes
- Thayer School of Engineering at Dartmouth, Hanover, New Hampshire, USA
- Department of Surgery, Section of Radiation Oncology and the Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire, USA
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Lim J, Yeap SP, Che HX, Low SC. Characterization of magnetic nanoparticle by dynamic light scattering. NANOSCALE RESEARCH LETTERS 2013; 8:381. [PMID: 24011350 PMCID: PMC3846652 DOI: 10.1186/1556-276x-8-381] [Citation(s) in RCA: 262] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2013] [Accepted: 08/30/2013] [Indexed: 05/19/2023]
Abstract
Here we provide a complete review on the use of dynamic light scattering (DLS) to study the size distribution and colloidal stability of magnetic nanoparticles (MNPs). The mathematical analysis involved in obtaining size information from the correlation function and the calculation of Z-average are introduced. Contributions from various variables, such as surface coating, size differences, and concentration of particles, are elaborated within the context of measurement data. Comparison with other sizing techniques, such as transmission electron microscopy and dark-field microscopy, revealed both the advantages and disadvantages of DLS in measuring the size of magnetic nanoparticles. The self-assembly process of MNP with anisotropic structure can also be monitored effectively by DLS.
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Affiliation(s)
- JitKang Lim
- School of Chemical Engineering, Universiti Sains Malaysia, Nibong Tebal, Penang, 14300, Malaysia
- Department of Physics, Carnegie Mellon University, Pittsburgh, PA, 15213, USA
| | - Swee Pin Yeap
- School of Chemical Engineering, Universiti Sains Malaysia, Nibong Tebal, Penang, 14300, Malaysia
| | - Hui Xin Che
- School of Chemical Engineering, Universiti Sains Malaysia, Nibong Tebal, Penang, 14300, Malaysia
| | - Siew Chun Low
- School of Chemical Engineering, Universiti Sains Malaysia, Nibong Tebal, Penang, 14300, Malaysia
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20
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Summers HD, Brown MR, Holton MD, Tonkin JA, Hondow N, Brown AP, Brydson R, Rees P. Quantification of nanoparticle dose and vesicular inheritance in proliferating cells. ACS NANO 2013; 7:6129-37. [PMID: 23773085 PMCID: PMC3722614 DOI: 10.1021/nn4019619] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2013] [Accepted: 06/17/2013] [Indexed: 05/20/2023]
Abstract
Assessing dose in nanoparticle-cell interactions is inherently difficult due to a complex multiplicity of possible mechanisms and metrics controlling particle uptake. The fundamental unit of nanoparticle dose is the number of particles internalized per cell; we show that this can be obtained for large cell populations that internalize fluorescent nanoparticles by endocytosis, through calibration of cytometry measurements to transmission electron microscopy data. Low-throughput, high-resolution electron imaging of quantum dots in U-2 OS cells is quantified and correlated with high-throughput, low-resolution optical imaging of the nanoparticle-loaded cells. From the correlated data, we obtain probability distribution functions of vesicles per cell and nanoparticles per vesicle. Sampling of these distributions and comparison to fluorescence intensity histograms from flow cytometry provide the calibration factor required to transform the cytometry metric to total particle dose per cell, the mean value of which is 2.4 million. Use of the probability distribution functions to analyze particle partitioning during cell division indicates that, while vesicle inheritance is near symmetric, highly variable vesicle loading leads to a highly asymmetric particle dose within the daughter cells.
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Affiliation(s)
- Huw D Summers
- Centre for Nanohealth, College of Engineering, Swansea University, Singleton Park, Swansea SA2 8PP, United Kingdom.
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21
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Adolphi NL, Butler KS, Lovato DM, Tessier TE, Trujillo JE, Hathaway HJ, Fegan DL, Monson TC, Stevens TE, Huber DL, Ramu J, Milne ML, Altobelli SA, Bryant HC, Larson RS, Flynn ER. Imaging of Her2-targeted magnetic nanoparticles for breast cancer detection: comparison of SQUID-detected magnetic relaxometry and MRI. CONTRAST MEDIA & MOLECULAR IMAGING 2012; 7:308-19. [PMID: 22539401 DOI: 10.1002/cmmi.499] [Citation(s) in RCA: 72] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Both magnetic relaxometry and magnetic resonance imaging (MRI) can be used to detect and locate targeted magnetic nanoparticles, noninvasively and without ionizing radiation. Magnetic relaxometry offers advantages in terms of its specificity (only nanoparticles are detected) and the linear dependence of the relaxometry signal on the number of nanoparticles present. In this study, detection of single-core iron oxide nanoparticles by superconducting quantum interference device (SQUID)-detected magnetic relaxometry and standard 4.7 T MRI are compared. The nanoparticles were conjugated to a Her2 monoclonal antibody and targeted to Her2-expressing MCF7/Her2-18 (breast cancer cells); binding of the nanoparticles to the cells was assessed by magnetic relaxometry and iron assay. The same nanoparticle-labeled cells, serially diluted, were used to assess the detection limits and MR relaxivities. The detection limit of magnetic relaxometry was 125 000 nanoparticle-labeled cells at 3 cm from the SQUID sensors. T(2)-weighted MRI yielded a detection limit of 15 600 cells in a 150 µl volume, with r(1) = 1.1 mm(-1) s(-1) and r(2) = 166 mm(-1) s(-1). Her2-targeted nanoparticles were directly injected into xenograft MCF7/Her2-18 tumors in nude mice, and magnetic relaxometry imaging and 4.7 T MRI were performed, enabling direct comparison of the two techniques. Co-registration of relaxometry images and MRI of mice resulted in good agreement. A method for obtaining accurate quantification of microgram quantities of iron in the tumors and liver by relaxometry was also demonstrated. These results demonstrate the potential of SQUID-detected magnetic relaxometry imaging for the specific detection of breast cancer and the monitoring of magnetic nanoparticle-based therapies.
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Affiliation(s)
- Natalie L Adolphi
- Department of Biochemistry and Molecular Biology, University of New Mexico School of Medicine, Albuquerque, NM 87131, USA.
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22
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Minard KR, Littke MH, Wang W, Xiong Y, Teeguarden JG, Thrall BD. Magnetic particle detection (MPD) for in-vitro dosimetry. Biosens Bioelectron 2012; 43:88-93. [PMID: 23287653 DOI: 10.1016/j.bios.2012.12.011] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2012] [Revised: 11/27/2012] [Accepted: 12/04/2012] [Indexed: 11/25/2022]
Abstract
In-vitro tests intended for evaluating the potential health effects of magnetic nanoparticles generally require an accurate measure of cell dose to promote the consistent use and interpretation of biological response. Here, a simple low-cost inductive sensor is developed for quickly determining the total mass of magnetic nanoparticles that is bound to the plasma membrane and internalized by cultured cells. Sensor operation exploits an oscillating magnetic field (f0=250kHz) together with the nonlinear response of particle magnetization to generate a harmonic signal (f3=750kHz) that varies linearly with particulate mass (R(2)>0.999) and is sufficiently sensitive for detecting ∼100ng of carboxyl-coated iron-oxide nanoparticles in under a second. When exploited for measuring receptor-mediated nanoparticle uptake in RAW 264.7 macrophages, results show that the achieved dosimetric performance is comparable with relatively expensive analytical techniques that are much more time-consuming and labor-intensive to perform. The described sensing is therefore potentially better suited for low-cost in-vitro assays that require fast and quantitative magnetic particle detection.
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Affiliation(s)
- Kevin R Minard
- Pacific Northwest National Laboratory, Richland, WA 99352, USA.
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Johnson C, Adolphi NL, Butler KL, Debbie M L, Larson R, Schwindt PD, Flynn ER. Magnetic Relaxometry with an Atomic Magnetometer and SQUID Sensors on Targeted Cancer Cells. JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS 2012; 324:2613-2619. [PMID: 22773885 PMCID: PMC3389787 DOI: 10.1016/j.jmmm.2012.03.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Magnetic relaxometry methods have been shown to be very sensitive in detecting cancer cells and other targeted diseases. Superconducting Quantum Interference Device (SQUID) sensors are one of the primary sensor systems used in this methodology because of their high sensitivity with demonstrated capabilities of detecting fewer than 100,000 magnetically-labeled cancer cells. The emerging technology of atomic magnetometers (AM) represents a new detection method for magnetic relaxometry with high sensitivity and without the requirement for cryogens. We report here on a study of magnetic relaxometry using both AM and SQUID sensors to detect cancer cells that are coated with superparamagnetic nanoparticles through antibody targeting. The AM studies conform closely to SQUID sensor results in the measurement of the magnetic decay characteristics following a magnetization pulse. The AM and SQUID sensor data are well described theoretically for superparamagnetic particles bound to cells and the results can be used to determine the number of cells in a cell culture or tumor. The observed fields and magnetic moments of cancer cells are linear with the number of cells over a very large range. The AM sensor demonstrates very high sensitivity for detecting magnetically labeled cells does not require cryogenic cooling and is relatively inexpensive.
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Affiliation(s)
- Cort Johnson
- Sandia National Laboratories, P.O. Box 5800, Albuquerque, New Mexico 87185
| | - Natalie L. Adolphi
- Department of Biochemistry and Molecular Biology, University of New Mexico, Albuquerque, New Mexico 87131
| | - Kimberly L. Butler
- Department of Pathology, University of New Mexico, Cancer Research and Treatment Center, Albuquerque, New Mexico 87131
| | - Lovato Debbie M
- Department of Pathology, University of New Mexico, Cancer Research and Treatment Center, Albuquerque, New Mexico 87131
| | - Richard Larson
- Department of Pathology, University of New Mexico, Cancer Research and Treatment Center, Albuquerque, New Mexico 87131
| | | | - Edward R. Flynn
- Senior Scientific, LLC, 11109 Country Club NE, Albuquerque, New Mexico 87111
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Hathaway HJ, Butler KS, Adolphi NL, Lovato DM, Belfon R, Fegan D, Monson TC, Trujillo JE, Tessier TE, Bryant HC, Huber DL, Larson RS, Flynn ER. Detection of breast cancer cells using targeted magnetic nanoparticles and ultra-sensitive magnetic field sensors. Breast Cancer Res 2011; 13:R108. [PMID: 22035507 PMCID: PMC3262221 DOI: 10.1186/bcr3050] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2011] [Revised: 06/01/2011] [Accepted: 10/03/2011] [Indexed: 01/11/2023] Open
Abstract
INTRODUCTION Breast cancer detection using mammography has improved clinical outcomes for many women, because mammography can detect very small (5 mm) tumors early in the course of the disease. However, mammography fails to detect 10 - 25% of tumors, and the results do not distinguish benign and malignant tumors. Reducing the false positive rate, even by a modest 10%, while improving the sensitivity, will lead to improved screening, and is a desirable and attainable goal. The emerging application of magnetic relaxometry, in particular using superconducting quantum interference device (SQUID) sensors, is fast and potentially more specific than mammography because it is designed to detect tumor-targeted iron oxide magnetic nanoparticles. Furthermore, magnetic relaxometry is theoretically more specific than MRI detection, because only target-bound nanoparticles are detected. Our group is developing antibody-conjugated magnetic nanoparticles targeted to breast cancer cells that can be detected using magnetic relaxometry. METHODS To accomplish this, we identified a series of breast cancer cell lines expressing varying levels of the plasma membrane-expressed human epidermal growth factor-like receptor 2 (Her2) by flow cytometry. Anti-Her2 antibody was then conjugated to superparamagnetic iron oxide nanoparticles using the carbodiimide method. Labeled nanoparticles were incubated with breast cancer cell lines and visualized by confocal microscopy, Prussian blue histochemistry, and magnetic relaxometry. RESULTS We demonstrated a time- and antigen concentration-dependent increase in the number of antibody-conjugated nanoparticles bound to cells. Next, anti Her2-conjugated nanoparticles injected into highly Her2-expressing tumor xenograft explants yielded a significantly higher SQUID relaxometry signal relative to unconjugated nanoparticles. Finally, labeled cells introduced into breast phantoms were measured by magnetic relaxometry, and as few as 1 million labeled cells were detected at a distance of 4.5 cm using our early prototype system. CONCLUSIONS These results suggest that the antibody-conjugated magnetic nanoparticles are promising reagents to apply to in vivo breast tumor cell detection, and that SQUID-detected magnetic relaxometry is a viable, rapid, and highly sensitive method for in vitro nanoparticle development and eventual in vivo tumor detection.
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Affiliation(s)
- Helen J Hathaway
- Department of Cell Biology & Physiology, University of New Mexico School of Medicine, MSC08 4750, 1 University of New Mexico, Albuquerque, NM 87131, USA
- Cancer Research & Treatment Center, University of New Mexico School of Medicine, MSC07 4025, 1 University of New Mexico, Albuquerque, NM 87131, USA
| | - Kimberly S Butler
- Department of Pathology, University of New Mexico School of Medicine, MSC08 46401 University of New Mexico, Albuquerque, NM 87131, USA
| | - Natalie L Adolphi
- Cancer Research & Treatment Center, University of New Mexico School of Medicine, MSC07 4025, 1 University of New Mexico, Albuquerque, NM 87131, USA
- Department of Biochemistry & Molecular Biology, University of New Mexico School of Medicine, MSC08 4670, 1 University of New Mexico, Albuquerque, NM 87131, USA
| | - Debbie M Lovato
- Department of Pathology, University of New Mexico School of Medicine, MSC08 46401 University of New Mexico, Albuquerque, NM 87131, USA
| | - Robert Belfon
- Department of Cell Biology & Physiology, University of New Mexico School of Medicine, MSC08 4750, 1 University of New Mexico, Albuquerque, NM 87131, USA
| | - Danielle Fegan
- Senior Scientific LLC, 800 Bradbury SE, Albuquerque, NM 87106, USA
| | - Todd C Monson
- Nanomaterials Sciences Department, Sandia National Laboratories, PO Box 5800, Albuquerque, NM 87185, USA
| | - Jason E Trujillo
- Department of Pathology, University of New Mexico School of Medicine, MSC08 46401 University of New Mexico, Albuquerque, NM 87131, USA
- Senior Scientific LLC, 800 Bradbury SE, Albuquerque, NM 87106, USA
| | - Trace E Tessier
- Senior Scientific LLC, 800 Bradbury SE, Albuquerque, NM 87106, USA
| | - Howard C Bryant
- Senior Scientific LLC, 800 Bradbury SE, Albuquerque, NM 87106, USA
| | - Dale L Huber
- Center for Integrated Nanotechnologies, Sandia National Laboratories, PO Box 5800, Albuquerque, NM 87185, USA
| | - Richard S Larson
- Cancer Research & Treatment Center, University of New Mexico School of Medicine, MSC07 4025, 1 University of New Mexico, Albuquerque, NM 87131, USA
- Department of Pathology, University of New Mexico School of Medicine, MSC08 46401 University of New Mexico, Albuquerque, NM 87131, USA
| | - Edward R Flynn
- Cancer Research & Treatment Center, University of New Mexico School of Medicine, MSC07 4025, 1 University of New Mexico, Albuquerque, NM 87131, USA
- Senior Scientific LLC, 800 Bradbury SE, Albuquerque, NM 87106, USA
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