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Williams PS, Moore LR, Joshi P, Goodin M, Zborowski M, Fleischman A. Microfluidic chip for graduated magnetic separation of circulating tumor cells by their epithelial cell adhesion molecule expression and magnetic nanoparticle binding. J Chromatogr A 2021; 1637:461823. [PMID: 33385746 PMCID: PMC7827554 DOI: 10.1016/j.chroma.2020.461823] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 12/14/2020] [Accepted: 12/15/2020] [Indexed: 12/18/2022]
Abstract
The enumeration of circulating tumor cells (CTCs) in the peripheral bloodstream of metastatic cancer patients has contributed to improvements in prognosis and therapeutics. There have been numerous approaches to capture and counting of CTCs. However, CTCs have potential information beyond simple enumeration and hold promise as a liquid biopsy for cancer and a pathway for personalized cancer therapy by detecting the subset of CTCs having the highest metastatic potential. There is evidence that epithelial cell adhesion molecule (EpCAM) expression level distinguishes these highly metastatic CTCs. The few previous approaches to selective CTC capture according to EpCAM expression level are reviewed. A new two-stage microfluidic device for separation, enrichment and release of CTCs into subpopulations sorted by EpCAM expression level is presented here. It relies upon immunospecific magnetic nanoparticle labeling of CTCs followed by their field- and flow-based separation in the first stage and capture as discrete subpopulations in the second stage. To fine tune the separation, the magnetic field profile across the first stage microfluidic channel may be modified by bonding small Vanadium Permendur strips to its outer walls. Mathematical modeling of magnetic fields and fluid flows supports the soundness of the design.
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Affiliation(s)
- P Stephen Williams
- Cambrian Technologies Inc., 1772 Saratoga Avenue, Cleveland, OH 44109, USA.
| | - Lee R Moore
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, USA
| | | | - Mark Goodin
- SimuTech Group, 1742 Georgetown Rd., Suite B, Hudson, OH 44236, USA
| | - Maciej Zborowski
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, USA
| | - Aaron Fleischman
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, USA
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Xue W, Moore LR, Nakano N, Chalmers JJ, Zborowski M. Single cell magnetometry by magnetophoresis vs. bulk cell suspension magnetometry by SQUID-MPMS - a comparison. J Magn Magn Mater 2019; 474:152-160. [PMID: 32863537 PMCID: PMC7453790 DOI: 10.1016/j.jmmm.2018.10.108] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Paramagnetic constituents of a cell have strong effect on cell's volume magnetic susceptibility even at low volume fraction because of their high susceptibility relative to that of the diamagnetic cell constituents. The effect can be measured at a single cell level by measuring cell terminal velocity in viscous media using a microscope equipped with a well-defined field and gradient magnet configuration (referred to as magnetophoretic analysis by cell tracking velocimetry, CTV). The sensitivity of such a microscopic-scale magnetometry was compared to that of a reference method of superconducting quantum interference-magnetic properties measurement system (SQUID-MPMS) using a red blood cell (RBC) suspension model. The RBC hemoglobin oxygen saturation determines the hemoglobin molecular magnetic susceptibility (diamagnetic when fully oxygenated, paramagnetic when fully deoxygenated or converted to methemoglobin). The SQUID-MPMS measurements were performed on an average of 5,000 RBCs in 20 μL physiological phosphate buffer at room temperature, those by CTV on a single cell track in a mean magnetic field of 1.6 T and mean gradient of 240 T/m, repeated for an average of 1,000 tracks per sample. This suggests 5,000× higher sensitivity of cell susceptometry by magnetophoretic analysis than by SQUID-MPMS. The magnetophoretic mean RBC magnetic susceptibilities were in the range determined by SQUID-MPMS (lower limit) and theory (upper limit). The ability of magnetophoretic analysis to resolve susceptibility peaks in a mixed cell populations was confirmed for an oxy RBC and met RBC mixture. Magnetophoretic analysis by CTV provides new tool for studies of emergence of paramagnetic reaction products in the cell.
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Affiliation(s)
- Wei Xue
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue, OH 44195, United States
- The William G. Lowrie Department of Chemical and Biomolecular Engineering, the Ohio State University, 151 W. Woodruff Avenue, Columbus, OH 43210
| | - Lee R. Moore
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue, OH 44195, United States
| | - Naruhiko Nakano
- Department of Chemistry for Materials, Mie University, Mie, Japan
| | - Jeffrey J. Chalmers
- The William G. Lowrie Department of Chemical and Biomolecular Engineering, the Ohio State University, 151 W. Woodruff Avenue, Columbus, OH 43210
| | - Maciej Zborowski
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue, OH 44195, United States
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Moore LR, Mizutani D, Tanaka T, Buck A, Yazer M, Zborowski M, Chalmers JJ. Continuous, intrinsic magnetic depletion of erythrocytes from whole blood with a quadrupole magnet and annular flow channel; pilot scale study. Biotechnol Bioeng 2018; 115:1521-1530. [PMID: 29476625 DOI: 10.1002/bit.26581] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Revised: 02/09/2018] [Accepted: 02/18/2018] [Indexed: 01/23/2023]
Abstract
The ability to separate RBCs from the other components of whole blood has a number of useful clinical and research applications ranging from removing RBCs from typical clinical blood draw, bone marrow transplants to transfusions of these RBCs to patients after significant blood loss. Viewed from a mechanistic/process perspective, there are three routine methodologies to remove RBCs: 1) RBCs lysis, 2) separation of the RBCs from the nucleated cells (i.e., stem cells) based on density differences typically facilitated through centrifugation or sedimentation agents, and 3) antibody based separation in which a targeted RBC is bound with an affinity ligand that facilitates its removal. More recently, several microfluidic based techniques have also been reported. In this report, we describe the performance of continuous RBC separation achieved by the deflection of intrinsically magnetic, deoxygenated RBCs as they flow through a magnetic energy gradient created by quadrupole magnet. This quadrupole magnetic, with aperture of 9.65 mm, has a maximum field of B0 = 1.36 T at the pole tips and a constant field gradient of B0 /r0 = 286 T/m. The annular flow channel, contained within this quadrupole magnet, is 203 mm long, has an inner radius of 3.98 mm, and an inner, outer radius of 4.36 mm, which corresponds to an annulus radius of 380 micrometer. At the entrance and exit to this annular channel, a manifold was designed which allows a cell suspension and sheath fluid to be injected, and a RBC enriched exit flow (containing the magnetically deflected RBCs) and a RBC depleted exit flow to be collected. Guided by theoretical models previously published, a limited number of operating parameters; total flow rate, flow rate ratios of flows in and flow out, and ratios of RBC to polystyrene control beads was tested. The overall performance of this system is consistent with our previously presented, theoretical models and our intuition. As expected, the normalized recovery of RBCs in the RBC exit fraction ranged from approximately 95% down to 60%, as the total flow rate through the system increased from 0.1 to 0.6 ml/min. At the cell concentrations studied, this corresponds to a flow rate of 1.5 × 106 -9 × 106 cells/min. While the throughput of these pilot scale studies are slow for practical applications, the general agreement with theory, and the small cross-sectional area in which the actual separation is achieved, 77 mm2 (annulus radius times the length), and corresponding volume of approximately 2 mls, suggests the potential to scale-up a system for practical applications exists and is actively being pursued.
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Affiliation(s)
- Lee R Moore
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio
| | - Daichi Mizutani
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio.,Department of Chemistry, Mie University, Japan
| | - Tomoya Tanaka
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio.,Department of Chemistry, Mie University, Japan
| | - Amy Buck
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio.,Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio
| | - Mark Yazer
- Department of Pathology, University of Pittsburgh and The Institute for Transfusion Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Maciej Zborowski
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio
| | - Jeffrey J Chalmers
- William G. Lowrie Department of Chemica, The Ohio State University, Columbus, Ohio
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Moore LR, Williams PS, Chalmers JJ, Zborowski M. Tessellated permanent magnet circuits for flow-through, open gradient separations of weakly magnetic materials. J Magn Magn Mater 2017; 427:325-330. [PMID: 29104346 PMCID: PMC5667671 DOI: 10.1016/j.jmmm.2016.11.027] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Emerging microfluidic-based cell assays favor label-free red blood cell (RBC) depletion. Magnetic separation of RBC is possible because of the paramagnetism of deoxygenated hemoglobin but the process is slow for open-gradient field configurations. In order to increase the throughput, periodic arrangements of the unit magnets were considered, consisting of commercially available Nd-Fe-B permanent magnets and soft steel flux return pieces. The magnet design is uniquely suitable for multiplexing by magnet tessellation, here meaning the tiling of the magnet assembly cross-sectional plane by periodic repetition of the magnet and the flow channel shapes. The periodic pattern of magnet magnetizations allows a reduction of the magnetic material per channel with minimal distortion of the field cylindrical symmetry inside the magnet apertures. A number of such magnet patterns are investigated for separator performance, size and economy with the goal of designing an open-gradient magnetic separator capable of reducing the RBC number concentration a hundred-fold in 1 mL whole blood per hour.
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Affiliation(s)
- Lee R. Moore
- Department of Biomedical Engineering, Cleveland Clinic, 9500 Euclid Ave., Cleveland, OH 44195
| | | | - Jeffrey J. Chalmers
- William G. Lowrie Department of Chemical and Biomedical Engineering, 151 W. Woodruff Avenue, The Ohio State University, Columbus, OH 43210, U.S.A
| | - Maciej Zborowski
- Department of Biomedical Engineering, Cleveland Clinic, 9500 Euclid Ave., Cleveland, OH 44195
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Joshi P, Williams PS, Moore LR, Caralla T, Boehm C, Muschler G, Zborowski M. Circular Halbach array for fast magnetic separation of hyaluronan-expressing tissue progenitors. Anal Chem 2015; 87:9908-15. [PMID: 26368657 PMCID: PMC5642110 DOI: 10.1021/acs.analchem.5b02431] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Connective tissue progenitors (CTPs) are a promising therapeutic agent for bone repair. Hyaluronan, a high molecular mass glycosaminoglycan, has been shown by us to be a suitable biomarker for magnetic separation of CTPs from bone marrow aspirates in a canine model. For the therapy to be applicable in humans, the magnetic separation process requires scale-up without compromising the viability of the cells. The scaled-up device presented here utilizes a circular Halbach array of diametrically magnetized, cylindrical permanent magnets. This allows precise control of the magnetic field gradient driving the separation, with theoretical analysis favoring a hexapole field. The separation vessel has the external diameter of a 50 mL conical centrifuge tube and has an internal rod that excludes cells from around the central axis. The magnet and separation vessel (collectively dubbed the hexapole magnet separator or HMS) was tested on four human and four canine bone marrow aspirates. Each CTP-enriched cell product was tested using cell culture bioassays as surrogates for in vivo engraftment quality. The magnetically enriched cell fractions showed statistically significant, superior performance compared to the unenriched and depleted cell fractions for all parameters tested, including CTP prevalence (CTPs per 10(6) nucleated cells), proliferation by colony forming unit (CFU) counts, and differentiation by staining for the presence of osteogenic and chondrogenic cells. The simplicity and speed of the HMS operation could allow both CTP isolation and engraftment during a single surgical procedure, minimizing trauma to patients and lowering cost to health care providers.
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Affiliation(s)
- Powrnima Joshi
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, United States
| | - P Stephen Williams
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, United States
- Cambrian Technologies, Inc., 1772 Saratoga Avenue, Cleveland, OH 44109, United States
| | - Lee R. Moore
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, United States
| | - Tonya Caralla
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, United States
| | - Cynthia Boehm
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, United States
| | - George Muschler
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, United States
- Orthopedic and Rheumatologic Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, United States
| | - Maciej Zborowski
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, United States
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Buck A, Moore LR, Lane CD, Kumar A, Stroff C, White N, Xue W, Chalmers JJ, Zborowski M. Magnetic separation of algae genetically modified for increased intracellular iron uptake. J Magn Magn Mater 2015; 380:201-204. [PMID: 29353957 PMCID: PMC5774641 DOI: 10.1016/j.jmmm.2014.09.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Algae were investigated in the past as a potential source of biofuel and other useful chemical derivatives. Magnetic separation of algae by iron oxide nanoparticle binding to cells has been proposed by others for dewatering of cellular mass prior to lipid extraction. We have investigated feasibility of magnetic separation based on the presence of natural iron stores in the cell, such as the ferritin in Auxenochlorella protothecoides (A. p.) strains. The A. p. cell constructs were tested for inserted genes and for increased intracellular iron concentration by inductively coupled plasma atomic absorption (ICP-AA). They were grown in Sueoka's modified high salt media with added vitamin B1 and increasing concentration of soluble iron compound (FeCl3 EDTA, from 1× to 8× compared to baseline). The cell magnetic separation conditions were tested using a thin rectangular flow channel pressed against interpolar gaps of a permanent magnet forming a separation system of a well-defined fluid flow and magnetic fringing field geometry (up to 2.2 T and 1,000 T/m) dubbed "magnetic deposition microscopy", or MDM. The presence of magnetic cells in suspension was detected by formation of characteristic deposition bands at the edges of the magnet interpolar gaps, amenable to optical scanning and microscopic examination. The results demonstrated increasing cellular Fe uptake with increasing Fe concentration in the culture media in wild type strain and in selected genetically-modified constructs, leading to magnetic separation without magnetic particle binding. The throughput in this study is not sufficient for an economical scale harvest.
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Affiliation(s)
- Amy Buck
- Case Western Reserve University, Cleveland, Ohio, U.S.A
- Cleveland Clinic, Cleveland, Ohio, U.S.A
| | | | | | | | | | | | - Wei Xue
- The Ohio State University, Columbus, OH
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Barrow M, Taylor A, Nieves DJ, Bogart LK, Mandal P, Collins CM, Moore LR, Chalmers JJ, Lévy R, Williams SR, Murray P, Rosseinsky MJ, Adams DJ. Tailoring the surface charge of dextran-based polymer coated SPIONs for modulated stem cell uptake and MRI contrast. Biomater Sci 2015. [PMID: 26222421 DOI: 10.1039/c5bm00011d] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Tracking stem cells in vivo using non-invasive techniques is critical to evaluate the efficacy and safety of stem cell therapies. Superparamagnetic iron oxide nanoparticles (SPIONs) enable cells to be tracked using magnetic resonance imaging (MRI), but to obtain detectable signal cells need to be labelled with a sufficient amount of iron oxide. For the majority of SPIONs, this can only be obtained with the use of transfection agents, which can adversely affect cell health. Here, we have synthesised a library of dextran-based polymer coated SPIONs with varying surface charge from -1.5 mV to +18.2 mV via a co-precipitation approach and investigated their ability to be directly internalised by stem cells without the need for transfection agents. The SPIONs were colloidally stable in physiological solutions. The crystalline phase of the particles was confirmed with powder X-ray diffraction and their magnetic properties were characterised using SQUID magnetometry and magnetic resonance. Increased surface charge led to six-fold increase in uptake of particles into stem cells and higher MRI contrast, with negligible change in cell viability. Cell tracking velocimetry was shown to be a more accurate method for predicting MRI contrast of stem cells compared to measuring iron oxide uptake through conventional bulk iron quantification.
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Affiliation(s)
- Michael Barrow
- Department of Chemistry, University of Liverpool, Liverpool, UK.
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Moore LR, Williams PS, Nehl F, Abe K, Chalmers JJ, Zborowski M. Feasibility study of red blood cell debulking by magnetic field-flow fractionation with step-programmed flow. Anal Bioanal Chem 2013; 406:1661-70. [PMID: 24141316 DOI: 10.1007/s00216-013-7394-z] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2013] [Revised: 09/20/2013] [Accepted: 09/23/2013] [Indexed: 11/24/2022]
Abstract
Emerging applications of rare cell separation and analysis, such as separation of mature red blood cells from hematopoietic cell cultures, require efficient methods of red blood cell (RBC) debulking. We have tested the feasibility of magnetic RBC separation as an alternative to centrifugal separation using an approach based on the mechanism of magnetic field-flow fractionation (MgFFF). A specially designed permanent magnet assembly generated a quadrupole field having a maximum field of 1.68 T at the magnet pole tips, zero field at the aperture axis, and a nearly constant radial field gradient of 1.75 T/mm (with a negligible angular component) inside a cylindrical aperture of 1.9 mm (diameter) and 76 mm (length). The cell samples included high-spin hemoglobin RBCs obtained by chemical conversion of hemoglobin to methemoglobin (met RBC) or by exposure to anoxic conditions (deoxy RBC), low-spin hemoglobin obtained by exposure of RBC suspension to ambient air (oxy RBC), and mixtures of deoxy RBC and cells from a KG-1a white blood cell (WBC) line. The observation that met RBCs did not elute from the channel at the lower flow rate of 0.05 mL/min applied for 15 min but quickly eluted at the subsequent higher flow rate of 2.0 mL/min was in agreement with FFF theory. The well-defined experimental conditions (precise field and flow characteristics) and a well-established FFF theory verified by studies with model cell systems provided us with a strong basis for making predictions about potential practical applications of the magnetic RBC separation.
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Affiliation(s)
- Lee R Moore
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH, 44195, USA
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Joshi P, Jacobs B, Derakhshan A, Moore LR, Triozzi P, Borden EC, Zborowski M. Abstract 1454: Evaluation of negative selection strategy for enrichment of circulating melanoma cells (CMCs) from patients with metastatic melanoma. Cancer Res 2013. [DOI: 10.1158/1538-7445.am2013-1454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction. Circulating tumor cells (CTCs) have emerged as a predictive biomarker in the treatment of metastatic breast, colorectal and prostate cancers. Non-epithelial tumors such as melanoma also present evidence of circulating cells that have been difficult to detect due to technological limitations. Previous clinical studies have shown presence of melanoma specific marker mRNAs circulating in the blood, used as a surrogate of the circulating melanoma cell (CMC). This study was designed to use a negative cell selection platform to enrich CMCs from blood. The approach involved depletion of red blood cells by centrifugation and lysis, and white blood cells by immunomagnetic tagging with pan-leukocyte (CD45) antibody and magnetic separation. The enriched non-hematopoietic cell analysis was optimized for high sensitivity and specificity of CMC detection using a panel of antibodies against known melanoma markers. The secondary goal was to estimate the number of CMCs per milliliter of blood based on immunophenotype and morphology criteria.
Methods. The study was reviewed and approved by the IRB. The leukocyte depletion was accomplished using a fluid dynamics-based quadrupole magnetic separating device (1) which, in principle, enriches CMCs without affecting them by immunomagnetic reagents. CMC cytospin smears were immunostained against known melanoma markers (Melan-A and S100). A high magnification microscopy imaging and a computer-aided image analysis were developed for efficient CMC enumeration.
Results. Based on preliminary studies with SKMEL-28 melanoma cell line, normal adult blood controls and blood samples from advanced melanoma patients, the CMC was defined as an intact, nucleated cell, positive for Melan A or S100 and negative for CD45. Separations of SKMEL-28 cells spiked at approximately one SKMEL-28 cell per million leukocytes resulted in high efficiency separation with a mean recovery of (93.0 ±5.4 S.E.M.)% of SKMEL-28 cells. Samples obtained from apparently healthy donor blood (n =5) had a baseline of 0-3 positive cells per mL blood, whereas samples from stage IV melanoma patients (n =8) exhibit CMC counts ranging from 78 to 28,500 cells per mL of blood.
Conclusions. Our study combines negative selection platform with immunophenotypic and morphological criteria for CMC enrichment, identification and enumeration. Interestingly, our preliminary results indicate the presence of high numbers of CMCs in malignant melanoma patients, providing basis for larger studies on correlations with clinical outcomes of the disease. Moreover, negative selection method lends itself to in vitro or in vivo culture bioassays, and molecular marker assays such as qRT-PCR, genomic PCRs, FISH or microarrays.
Citation Format: Powrnima Joshi, Barbara Jacobs, Adeeb Derakhshan, Lee R. Moore, Pierre Triozzi, Ernest C. Borden, Maciej Zborowski. Evaluation of negative selection strategy for enrichment of circulating melanoma cells (CMCs) from patients with metastatic melanoma. [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr 1454. doi:10.1158/1538-7445.AM2013-1454
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Affiliation(s)
| | | | - Adeeb Derakhshan
- 2Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH
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Moore LR, Nehl F, Dorn J, Chalmers JJ, Zborowski M. Open Gradient Magnetic Red Blood Cell Sorter Evaluation on Model Cell Mixtures. IEEE Trans Magn 2013; 49:309-315. [PMID: 24910468 PMCID: PMC4047673 DOI: 10.1109/tmag.2012.2225098] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
The emerging applications of biological cell separation to rare circulating tumor cell (CTC) detection and separation from blood rely on efficient methods of red blood cell (RBC) debulking. The two most widely used methods of centrifugation and RBC lysis have been associated with the concomitant significant losses of the cells of interest (such as progenitor cells or circulating tumor cells). Moreover, RBC centrifugation and lysis are not well adapted to the emerging diagnostic applications, relying on microfluidics and micro-scale total analytical systems. Therefore, magnetic RBC separation appears a logical alternative considering the high iron content of the RBC (normal mean 105 fg) as compared to the white blood cell iron content (normal mean 1.6 fg). The typical magnetic forces acting on a RBC are small, however, as compared to typical forces associated with centrifugation or the forces acting on synthetic magnetic nanoparticles used in current magnetic cell separations. This requires a significant effort in designing and fabricating a practical magnetic RBC separator. Applying advanced designs to the low cost, high power permanent magnets currently available, and building on the accumulated knowledge of the immunomagnetic cell separation methods and devices, an open gradient magnetic red blood cell (RBC) sorter was designed, fabricated and tested on label-free cell mixtures, with potential applications to RBC debulking from whole blood samples intended for diagnostic tests.
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Affiliation(s)
- Lee R Moore
- Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195 USA
| | - Franzisca Nehl
- Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195 USA ; Technische Universität Dresden, Fakultät Maschinenwesen/Bioverfahrenstechnik, Dresden, Germany
| | - Jenny Dorn
- Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195 USA ; Technische Universität Dresden, Fakultät Maschinenwesen/Bioverfahrenstechnik, Dresden, Germany
| | - Jeffrey J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, OH 43210 USA
| | - Maciej Zborowski
- Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195 USA
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Orita T, Moore LR, Joshi P, Tomita M, Horiuchi T, Zborowski M. A quantitative determination of magnetic nanoparticle separation using on-off field operation of quadrupole magnetic field-flow fractionation (QMgFFF). ANAL SCI 2013; 29:761-4. [PMID: 23842422 PMCID: PMC3919639 DOI: 10.2116/analsci.29.761] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2012] [Accepted: 05/23/2013] [Indexed: 11/11/2023]
Abstract
Quadrupole Magnetic Field-Flow Fractionation (QMgFFF) is a technique for characterization of sub-micrometer magnetic particles based on their retention in the magnetic field from flowing suspensions. Different magnetic field strengths and volumetric flow rates were tested using on-off field application and two commercial nanoparticle preparations that significantly differed in their retention parameter, λ (by nearly 8-fold). The fractograms showed a regular pattern of higher retention (98.6% v. 53.3%) for the larger particle (200 nm v. 90 nm) at the higher flow rate (0.05 mL/min v. 0.01 mL/min) at the highest magnetic field (0.52 T), as expected because of its lower retention parameter. The significance of this approach is a demonstration of a system that is simpler in operation than a programmed field QMgFFF in applications to particle mixtures consisting of two distinct particle fractions. This approach could be useful for detection of unwanted particulate contaminants, especially important in industrial and biomedical applications.
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Affiliation(s)
- Toru Orita
- Division of Chemistry for Materials, Graduate School of
Engineering, Mie University, 1577 Kurimamachiya-cho, Tsu, Mie 514-8570, Japan
- Taiyo Kagaku Co. Ltd., 800 Yamada-cho, Yokkaichi, Mie
512-1111, Japan
- Department of Biomedical Engineering, Lerner Research
Institute, Cleveland Clinic, 9500 Euclid Ave., Cleveland, OH 44195, USA
| | - Lee R. Moore
- Department of Biomedical Engineering, Lerner Research
Institute, Cleveland Clinic, 9500 Euclid Ave., Cleveland, OH 44195, USA
| | - Powrnima Joshi
- Department of Biomedical Engineering, Lerner Research
Institute, Cleveland Clinic, 9500 Euclid Ave., Cleveland, OH 44195, USA
| | - Masahiro Tomita
- Division of Chemistry for Materials, Graduate School of
Engineering, Mie University, 1577 Kurimamachiya-cho, Tsu, Mie 514-8570, Japan
| | - Takashi Horiuchi
- Division of Chemistry for Materials, Graduate School of
Engineering, Mie University, 1577 Kurimamachiya-cho, Tsu, Mie 514-8570, Japan
| | - Maciej Zborowski
- Department of Biomedical Engineering, Lerner Research
Institute, Cleveland Clinic, 9500 Euclid Ave., Cleveland, OH 44195, USA
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Jin X, Abbot S, Zhang X, Kang L, Voskinarian-Berse V, Zhao R, Kameneva MV, Moore LR, Chalmers JJ, Zborowski M. Erythrocyte enrichment in hematopoietic progenitor cell cultures based on magnetic susceptibility of the hemoglobin. PLoS One 2012; 7:e39491. [PMID: 22952572 PMCID: PMC3428333 DOI: 10.1371/journal.pone.0039491] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2011] [Accepted: 05/21/2012] [Indexed: 11/18/2022] Open
Abstract
Using novel media formulations, it has been demonstrated that human placenta and umbilical cord blood-derived CD34+ cells can be expanded and differentiated into erythroid cells with high efficiency. However, obtaining mature and functional erythrocytes from the immature cell cultures with high purity and in an efficient manner remains a significant challenge. A distinguishing feature of a reticulocyte and maturing erythrocyte is the increasing concentration of hemoglobin and decreasing cell volume that results in increased cell magnetophoretic mobility (MM) when exposed to high magnetic fields and gradients, under anoxic conditions. Taking advantage of these initial observations, we studied a noninvasive (label-free) magnetic separation and analysis process to enrich and identify cultured functional erythrocytes. In addition to the magnetic cell separation and cell motion analysis in the magnetic field, the cell cultures were characterized for cell sedimentation rate, cell volume distributions using differential interference microscopy, immunophenotyping (glycophorin A), hemoglobin concentration and shear-induced deformability (elongation index, EI, by ektacytometry) to test for mature erythrocyte attributes. A commercial, packed column high-gradient magnetic separator (HGMS) was used for magnetic separation. The magnetically enriched fraction comprised 80% of the maturing cells (predominantly reticulocytes) that showed near 70% overlap of EI with the reference cord blood-derived RBC and over 50% overlap with the adult donor RBCs. The results demonstrate feasibility of label-free magnetic enrichment of erythrocyte fraction of CD34+ progenitor-derived cultures based on the presence of paramagnetic hemoglobin in the maturing erythrocytes.
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Affiliation(s)
- Xiaoxia Jin
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio, United States of America
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio, United States of America
| | - Stewart Abbot
- Celgene Cellular Therapeutics, Warren, New Jersey, United States of America
| | - Xiaokui Zhang
- Celgene Cellular Therapeutics, Warren, New Jersey, United States of America
| | - Lin Kang
- Celgene Cellular Therapeutics, Warren, New Jersey, United States of America
| | | | - Rui Zhao
- McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Marina V. Kameneva
- McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Lee R. Moore
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Jeffrey J. Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio, United States of America
| | - Maciej Zborowski
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio, United States of America
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Zborowski M, Moore LR, Williams PS, Chalmers JJ. Magnetic Pressure as a Scalar Representation of Field Effects in Magnetic Suspensions. AIP Conf Proc 2010; 1311:111-117. [PMID: 25382882 DOI: 10.1063/1.3529999] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Magnetic microsphere suspensions undergo complex motion when exposed to finite sources of the magnetic field, such as small permanent magnets. The computational complexity is compounded by a difficulty in choosing a suitable choice of visualization tools because this often requires using the magnetic force vector field in three dimensions. Here we present a potentially simpler approach by using the magnetic pressure. It is a scalar quantity, pm = B2/2μ0, and its usefulness has been already demonstrated in applications to magnetohydrodynamics and ferrohydrodynamics (where B is the applied field and μ0 = 4π×10-7 T.m/A). The equilibrium distribution of the magnetic bead plug in aqueous suspension is calculated as an isosurface of the magnitude of the magnetic pressure pm = const, in the field of two permanent magnet blocks calculated from closed formulas. The geometry was adapted from a publication on the magnetic bead suspensions in microsystems and the predicted bead plug distribution is shown to agree remarkably well with the experiment.
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Affiliation(s)
- Maciej Zborowski
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Ave., Cleveland, Ohio 44195, U.S.A
| | - Lee R Moore
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Ave., Cleveland, Ohio 44195, U.S.A
| | - P Stephen Williams
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Ave., Cleveland, Ohio 44195, U.S.A
| | - Jeffrey J Chalmers
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio 43210, U.S.A
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14
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Schneider T, Karl S, Moore LR, Chalmers JJ, Williams PS, Zborowski M. Sequential CD34 cell fractionation by magnetophoresis in a magnetic dipole flow sorter. Analyst 2010; 135:62-70. [PMID: 20024182 PMCID: PMC3509203 DOI: 10.1039/b908210g] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Cell separation and fractionation based on fluorescent and magnetic labeling procedures are common tools in contemporary research. These techniques rely on binding of fluorophores or magnetic particles conjugated to antibodies to target cells. Cell surface marker expression levels within cell populations vary with progression through the cell cycle. In an earlier work we showed the reproducible magnetic fractionation (single pass) of the Jurkat cell line based on the population distribution of CD45 surface marker expression. Here we present a study on magnetic fractionation of a stem and progenitor cell (SPC) population using the established acute myelogenous leukemia cell line KG-1a as a cell model. The cells express a CD34 cell surface marker associated with the hematopoietic progenitor cell activity and the progenitor cell lineage commitment. The CD34 expression level is approximately an order of magnitude lower than that of the CD45 marker, which required further improvements of the magnetic fractionation apparatus. The cells were immunomagnetically labeled using a sandwich of anti-CD34 antibody-phycoerythrin (PE) conjugate and anti-PE magnetic nanobead and fractionated into eight components using a continuous flow dipole magnetophoresis apparatus. The CD34 marker expression distribution between sorted fractions was measured by quantitative PE flow cytometry (using QuantiBRITE PE calibration beads), and it was shown to be correlated with the cell magnetophoretic mobility distribution. A flow outlet addressing scheme based on the concept of the transport lamina thickness was used to control cell distribution between the eight outlet ports. The fractional cell distributions showed good agreement with numerical simulations of the fractionation based on the cell magnetophoretic mobility distribution in the unsorted sample.
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Affiliation(s)
| | | | | | - Jeffrey J. Chalmers
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus Ohio, USA
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15
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Nath P, Strelnik J, Vasanji A, Moore LR, Williams PS, Zborowski M, Roy S, Fleischman AJ. Development of multistage magnetic deposition microscopy. Anal Chem 2009; 81:43-9. [PMID: 19055419 DOI: 10.1021/ac8010186] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Magnetic deposition microscropy (MDM) combines magnetic deposition and optical analysis of magnetically tagged cells into a single platform. Our multistage MDM uses enclosed microfabricated channels and a magnet assembly comprising four zones in series. The enclosed channels alleviate the problem plaguing previous versions of MDM: scouring of the cell deposition layer by the air-liquid interface as the channel is drained. The four-zone magnet assembly was designed to maximize capture efficiency, and experiments yielded total capture efficiencies of >99% of fluorescent- and magnetically-labeled Jurkat cells at reasonable throughputs (10(3) cells/min). A digital image processing protocol was developed to measure the average pixel intensities of the deposited cells in different zones, indicative of the marker expression. Preliminary findings indicate that the multistage MDM may be suitable for depositing cells and particles in successive zones according to their magnetic properties (e.g., magnetic susceptibilities or magnetophoretic mobilities). The overall goal is to allow the screening of multiple disease conditions in a single platform.
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Affiliation(s)
- Pulak Nath
- Department of Biomedical Engineering/ND-20, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, Ohio 44195, USA
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16
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Williams PS, Hoyos M, Kurowski P, Salhi D, Moore LR, Zborowski M. Characterization of nonspecific crossover in split-flow thin channel fractionation. Anal Chem 2008; 80:7105-15. [PMID: 18698797 DOI: 10.1021/ac800841q] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Split-flow thin channel (SPLITT) fractionation is a technique for continuous separation of particles or macromolecules in a fluid stream into fractions according to the lateral migration induced by application of a field perpendicular to the direction of flow. Typical applications have involved isolation of different fractions from a polydisperse sample. Some specialized applications involve the separation of the fraction influenced by the transverse field from the fraction that is not. For example, immunomagnetically labeled biological cells may be separated from nonlabeled cells with the application of a transverse magnetic field gradient. In such cases, it may be critically important to minimize contamination of the labeled cells with nonlabeled cells while at the same time maximizing the throughput. Such contamination is known as nonspecific crossover (NSC) and refers to the real or apparent migration of nonmobile particles or cells across stream lines with the mobile material. The possible mechanisms for NSC are discussed, and experimental results interpreted in terms of shear-induced diffusion (SID) caused by viscous interactions between particles in a sheared flow. It is concluded that SID may contribute to NSC, but that further experiments and mathematical modeling are necessary to more fully explore the phenomenon.
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Affiliation(s)
- P Stephen Williams
- Department of Biomedical Engineering, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, Ohio 44195, USA.
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17
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Jing Y, Moore LR, Williams PS, Chalmers JJ, Farag SS, Bolwell B, Zborowski M. Blood progenitor cell separation from clinical leukapheresis product by magnetic nanoparticle binding and magnetophoresis. Biotechnol Bioeng 2007; 96:1139-54. [PMID: 17009321 DOI: 10.1002/bit.21202] [Citation(s) in RCA: 86] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Positive selection of CD34+ blood progenitor cells from circulation has been reported to improve patient recovery in applications of autologous transplantation. Current magnetic separation methods rely on cell capture and release on solid supports rather than sorting from flowing suspensions, which limits the range of therapeutic applications and the process scale up. We tested CD34+ cell immunomagnetic labeling and isolation from fresh leukocyte fraction of peripheral blood (leukapheresis) using the continuous quadrupole magnetic flow sorter (QMS), consisting of a flow channel (SHOT, Greenville, IN) and a quadrupole magnet with a maximum field intensity (B(o)) of 1.42 T and a mean force field strength (S(m)) of 1.45 x 10(8) TA/m(2). Both the sample magnetophoretic mobility (m) and the inlet and outlet flow patterns highly affect the QMS performance. Seven commercial progenitor cell labeling reagent combinations were quantitatively evaluated by measuring magnetophoretic mobility of a high CD34 expression cell line, KG-1a, using the cell tracking velocimeter (CTV). The CD34 Progenitor Cell Isolation Kit (Miltenyi Biotec, Bergisch Gladbach, Germany) showed the strongest labeling of KG-1a cells and was selected for progenitor cell enrichment from 11 fresh and 11 cryopreserved clinical leukapheresis samples derived from different donors. The CD34+ cells were isolated with a purity of 60-96%, a recovery of 18-60%, an enrichment rate of 12-169, and a throughput of (1.7-9.3) x 10(4) cells/s. The results also showed a highly regular dependence of the QMS performance on the flow conditions that agreed with the theoretical predictions based on the CD34+ cell magnetophoretic mobility.
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Affiliation(s)
- Ying Jing
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Ave., Cleveland, Ohio 44195, USA
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18
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Jing Y, Moore LR, Schneider T, Williams PS, Chalmers JJ, Farag SS, Bolwell B, Zborowski M. Negative selection of hematopoietic progenitor cells by continuous magnetophoresis. Exp Hematol 2007; 35:662-72. [PMID: 17379076 DOI: 10.1016/j.exphem.2006.12.009] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2006] [Revised: 12/20/2006] [Accepted: 12/23/2006] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To evaluate a negative selection technique for the hematopoietic progenitor cell enrichment from clinical leukapheresis product using continuous magnetophoresis. METHODS The leukapheresis product was labeled with a tetrameric antibody cocktail (TAC) and magnetic colloid against nonprogenitor leukocytes (StemSep enrichment cocktail kit, Stem Cell Technologies, Vancouver, Canada). The separation of hematopoietic progenitor cells was performed by flow-through magnetophoresis in an annular channel placed coaxially inside a quadrupole magnetic field, in a split-flow thin-cell fractionation configuration (referred to as quadrupole magnetic flow sorter, QMS). The TAC antibody cocktail and the magnetic colloid were titrated to determine minimum effective antibody and magnetic reagent concentrations by measuring cell magnetophoretic mobility (m) distribution using cell tracking velocimetry. RESULTS Leukapheresis products from eight donors having initial CD34+ cell purity between 0.37 and 9.7% were enriched to the final purity of 30 to 85% and yield of 49 to 84% with a maximum throughput of 6.7 x 10(4) cells/s. The progenitor cell enrichment was accompanied by a more than 3.5 log(10) T-lymphocyte depletion, a significant factor considering the intended application to allogeneic transplantation. Cell colony-forming unit assays showed that there was no deterioration of progenitor cell proliferation and differentiation following the QMS enrichment process. CONCLUSIONS The negative selection method of hematopoietic progenitor cells by continuous magnetophoresis is a promising approach to a process scale-up, important for clinical applications.
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Affiliation(s)
- Ying Jing
- Department of Biomedical Engineering, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, USA
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19
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Schneider T, Moore LR, Jing Y, Haam S, Williams PS, Fleischman AJ, Roy S, Chalmers JJ, Zborowski M. Continuous flow magnetic cell fractionation based on antigen expression level. ACTA ACUST UNITED AC 2006; 68:1-21. [PMID: 16675023 DOI: 10.1016/j.jbbm.2006.02.011] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2005] [Accepted: 02/21/2006] [Indexed: 11/18/2022]
Abstract
Cell separation is important in medical and biological research and plays an increasingly important role in clinical therapy and diagnostics, such as rare cancer cell detection in blood. The immunomagnetic labeling of cells with antibodies conjugated to magnetic nanospheres gives rise to a proportional relationship between the number of magnetic nanospheres attached to the cell and the cell surface marker number. This enables the potential fractionation of cell populations by magnetophoretic mobility (MM). We exploit this feature with our apparatus, the Dipole Magnet Flow Fractionator (DMFF), which consists of an isodynamic magnetic field, an orthogonally-oriented thin ribbon of cell suspension in continuous sheath flow, and ten outlet flows. From a sample containing a 1:1 mixture of immunomagnetically labeled (label+) and unlabeled (label-) cells, we achieved an increase in enrichment of the label+ cell fraction with increasing outlet numbers in the direction of the magnetic field gradient (up to 10-fold). The total recovery of the ten outlet fractions was 90.0+/-7.7%. The mean MM of label+ cells increased with increasing outlet number by up to a factor of 2.3. The postulated proportionality between the number of attached magnetic beads and the number of cell surface markers was validated by comparison of MM measured by cell tracking velocimetry (CTV) with cell florescence intensity measured by flow cytometry.
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Affiliation(s)
- Thomas Schneider
- Department of Biomedical Engineering, The Cleveland Clinic Foundation, 9500 Euclid Avenue, Cleveland, OH 44195, USA
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20
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Moore LR, Fujioka H, Williams PS, Chalmers JJ, Grimberg B, Zimmerman P, Zborowski M. Hemoglobin degradation in malaria-infected erythrocytes determined from live cell magnetophoresis. FASEB J 2006; 20:747-9. [PMID: 16461330 PMCID: PMC3728832 DOI: 10.1096/fj.05-5122fje] [Citation(s) in RCA: 68] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
During intra-erythrocytic development, malaria trophozoites digest hemoglobin, which leads to parasite growth and asexual replication while accumulating toxic heme. To avoid death, the parasite synthesizes insoluble hemozoin crystals in the digestive vacuole through polymerization of beta-hematin dimers. In the process, the heme is converted to a high-spin ferriheme whose magnetic properties were studied as early as 1936 by Pauling et al. Here, by magnetophoretic cell motion analysis, we provide evidence for a graduated increase of live cell magnetic susceptibility with developing blood-stage parasites, compatible with the increase in hemozoin content and the mechanism used by P. falciparum to avoid heme toxicity. The measured magnetophoretic mobility of the erythrocyte infected with a late-stage schizont form was m = 2.94 x 10(-6) mm3 s/kg, corresponding to the net volume magnetic susceptibility (relative to water) of Deltachi = 1.80 x 10(-6), significantly higher than that of the oxygenated erythrocyte (-0.18x10(-6)) but lower than that of the fully deoxygenated erythrocyte (3.33x10(-6)). The corresponding fraction of hemoglobin converted to hemozoin, calculated based on the known magnetic susceptibilities of hemoglobin heme and hemozoin ferriheme, was 0.50, in agreement with the published biochemical and crystallography data. Magnetophoretic analysis of live erythrocytes could become significant for antimalarial drug susceptibility and resistance determination.
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Affiliation(s)
- Lee R. Moore
- Department of Biomedical Engineering Lerner Research Institute The Cleveland Clinic Foundation, Cleveland, Ohio
| | - Hisashi Fujioka
- Institute of Pathology Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - P. Stephen Williams
- Department of Biomedical Engineering Lerner Research Institute The Cleveland Clinic Foundation, Cleveland, Ohio
| | - Jeffrey J. Chalmers
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio
| | - Brian Grimberg
- The Center for Global Health & Diseases, Case Western Reserve University, Cleveland, Ohio
| | - Peter Zimmerman
- The Center for Global Health & Diseases, Case Western Reserve University, Cleveland, Ohio
| | - Maciej Zborowski
- Department of Biomedical Engineering Lerner Research Institute The Cleveland Clinic Foundation, Cleveland, Ohio
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21
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Leigh DR, Steinert S, Moore LR, Chalmers JJ, Zborowski M. Cell tracking velocimetry as a tool for defining saturation binding of magnetically conjugated antibodies. Cytometry A 2005; 66:103-8. [PMID: 15973696 DOI: 10.1002/cyto.a.20155] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Continuous flow immunomagnetic separation is an attractive alternative to current batch mode immunomagnetic separation methods because it is capable of high sorting speeds at mild cell conditions, and grants the operator better control of separation process. The control of the separation is dependent on knowledge of the amount of magnetic label attached to the cell (magnetic labeling intensity), however. Determination of the magnetic labeling is accomplished by measuring cell magnetophoretic mobility using a newly developed technique of Cell Tracking Velocimetry (CTV). METHODS Flow cytometry was used to define the antibody binding characteristics of a fluorescently tagged primary antibody. Subsequently, CTV was used to measure antibody-binding characteristics of a magnetically tagged secondary antibody. RESULTS The results of this study show that CTV is capable of providing valuable information concerning the cell labeling by magnetically tagged antibodies. It was demonstrated that the magnetically conjugated antibody binding curve exhibits the same exponential increase to saturation characteristics as that seen with the fluorescently tagged antibody. Further, it was shown that the intensity of the secondary magnetic labeling is directly proportional to the intensity of the primary fluorescent label. CONCLUSIONS CTV is an accurate tool for evaluation of magnetically conjugated antibodies. The ability to determine the intensity of magnetic labeling is necessary for the development of continuous flow immunomagnetic separations based on cell magnetophoresis.
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Affiliation(s)
- Diane R Leigh
- Department of Biomedical Engineering, The Cleveland Clinic Foundation, Cleveland, OH 44195, USA
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22
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Carpino F, Moore LR, Chalmers JJ, Zborowski M, Williams PS. Quadrupole magnetic field-flow fractionation for the analysis of magnetic nanoparticles. ACTA ACUST UNITED AC 2005. [DOI: 10.1088/1742-6596/17/1/024] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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Abstract
The need for innovative separative techniques suitable for the fractionation of biomaterials prompted this investigation into the performance of the gravitational split-flow thin channel (G-SPLITT) system as a cell sorter. The rigorous mathematical description of the separation mechanism allows achievement of fast separation of several million myeloma cells from healthy splenocytes using flow conditions calculated from theory. Separation in G-SPLITT is based on differences in sedimentation rate. For accurate prediction of the optimal working conditions, this parameter was directly measured by cell tracking velocimetry rather than relying on a measure of diameter (by Multisizer) and an assumed density for each cell population. We also discuss the influence of different flow conditions on the effectiveness of separation.
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Affiliation(s)
- Maria-Anna Benincasa
- Department of Chemistry, University of Rome La Sapienza, Piazzale A. Moro 5, 00185 Rome, Italy.
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24
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Zhang H, Moore LR, Zborowski M, Williams PS, Margel S, Chalmers JJ. Establishment and implications of a characterization method for magnetic nanoparticle using cell tracking velocimetry and magnetic susceptibility modified solutions. Analyst 2005; 130:514-27. [PMID: 15776162 DOI: 10.1039/b412723d] [Citation(s) in RCA: 51] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Magnetic micro and nanoparticles conjugated to affinity labels have become a significant, commercial reagent. It has been demonstrated that the performance of cell separation systems using magnetic labels is a function of the magnitude of the magnetic force that can be generated through labeling. This magnetic force is proportional to the number of magnetic particles bound to the cell, the magnetic energy gradient, and the particle-field interaction parameter. This particle-field interaction parameter, which is the product of the relative volumetric, magnetic susceptibility and the volume of the micro or nanoparticle, is a fundamental parameter which can be used to characterize the magnetic particles. An experimental technique is presented which measures the volumetric magnetic susceptibility of particles through the use of susceptibility modified solutions and an experimental instrument, Cell Tracking Velocimetry, CTV. Experimental studies were conducted on polystyrene microspheres alone and those bound to four different magnetic nanoparticles. The experimentally determined values of the magnetic susceptibility of the polystyrene microspheres are consistent with values found from literature. Consequently, magnetic susceptibility measurements of these polystyrene microspheres bound with the magnetic nanoparticles combined with particle size measurements using commercial dynamic light scattering instrument allowed estimates of the particle-field interaction parameter to be made for four commercial, magnetic nanoparticles. The value found for MACS beads is close to what is reported from an independent study. The values for MACS beads and Imag beads are found to agree with what is observed from experiments. Finally, an experimental demonstration of the impact that differences in this field interaction parameter has on the labeling of human lymphocytes is presented.
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Affiliation(s)
- Huading Zhang
- Department of Chemical and Biomolecular Engineering, The Ohio State University, 140 W 19th Ave, Columbus, OH 43210, USA
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25
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Moore LR, Milliron S, Williams PS, Chalmers JJ, Margel S, Zborowski M. Control of Magnetophoretic Mobility by Susceptibility-Modified Solutions As Evaluated by Cell Tracking Velocimetry and Continuous Magnetic Sorting. Anal Chem 2004; 76:3899-907. [PMID: 15253623 DOI: 10.1021/ac049910f] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
With the analytical expression for the magnetophoretic mobility of an ideal, linearly polarizable sphere undergoing creeping motion in viscous medium, we have shown that both attractive and repulsive motions are possible in the magnetic field. We have validated theoretical predictions using magnetic monodisperse microspheres of 5.2-microm diameter and nonmagnetic polystyrene microspheres of 6.99-microm diameter suspended in solutions of paramagnetic ions. The microsphere magnetophoretic mobility was measured using a modified particle tracking velocimetry system, developed in-house and called a cell tracking velocimeter. The product of measured mobility and viscosity agrees well with the theoretical prediction, differing only by approximately 11%. Further, a 26% increase in resolution between magnetic and nonmagnetic particle distributions was evaluated when paramagnetic ion carrier was used instead of water. Continuous particle sorting based on differences in magnetophoretic mobility was performed with another device developed by us, the quadrupole magnetic flow sorter (QMS). In the QMS, the introduction of paramagnetic ions into the carrier was effective in suppressing nonspecific crossover (i.e., the transport of low-mobility particles into the magnetic particle fraction) in particles and in biologically relevant red blood cells and thus showed promise as a means of increasing the purity of the magnetic separation.
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Affiliation(s)
- Lee R Moore
- Department of Biomedical Engineering, The Cleveland Clinic Foundation, 9500 Euclid Avenue, Cleveland, Ohio 44195, USA
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26
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Williams PS, Decker K, Nakamura M, Chalmers JJ, Moore LR, Zborowski M. Splitter Imperfections in Annular Split-Flow Thin Separation Channels: Experimental Study of Nonspecific Crossover. Anal Chem 2003; 75:6687-95. [PMID: 14640746 DOI: 10.1021/ac030152n] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The separation performance of a split-flow thin (SPLITT) separation device depends on uniformity of channel thickness and the precise placement of the flow splitters at fixed distances between the channel walls. The observation of nonspecific crossover, that is, the transport of sample materials across the channel thickness without the influence of an applied field, has routinely been taken to indicate the presence of irregularities in splitter shape or placement. Computational fluid dynamics software may be used to predict the influence of splitter imperfections on nonspecific crossover, where it is assumed that sample transport is by convection alone. A previous study has shown how small inlet splitter imperfections can account for the relatively low levels of nonspecific crossover observed with typical annular SPLITT devices. This study, however, could not distinguish between the possible sources of nonspecific crossover; hydrodynamic lift or shear-induced diffusion could have contributed. To confirm the validity of the computational approach, a series of experiments has been carried out on a channel having a deliberately and severely bent splitter. Nonspecific crossover was measured for a range of inlet and outlet flow rate ratios, with the bent splitter placed at both the channel inlet and outlet. The severity of the splitter distortion was sufficient to produce significant nonspecific crossover over a wide range of flow conditions. Good agreement was found between experiment and prediction based on computational fluid dynamics, with experiment generally showing only slightly higher crossover than prediction. The quantitative agreement for this extreme case suggests that the contribution to nonspecific crossover due to geometrical imperfections can be well described using computational fluid dynamics.
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Affiliation(s)
- P Stephen Williams
- Department of Biomedical Engineering, The Cleveland Clinic Foundation, 9500 Euclid Avenue, Cleveland, Ohio 44195, USA.
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27
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McCloskey KE, Moore LR, Hoyos M, Rodriguez A, Chalmers JJ, Zborowski M. Magnetophoretic cell sorting is a function of antibody binding capacity. Biotechnol Prog 2003; 19:899-907. [PMID: 12790655 DOI: 10.1021/bp020285e] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Antibody binding capacity (ABC) is a term representing a cell's ability to bind antibodies, correlating with the number of specific cellular antigens expressed on that cell. ABC allows magnetically conjugated antibodies to bind to the targeted cells, imparting a magnetophoretic mobility on each targeted cell. This enables sorting based on differences in the cell magnetophoretic mobility and, potentially, a magnetic separation based on the differences in the cell ABC values. A cell's ABC value is a particularly important factor in continuous magnetic cell separation. This work investigates the relationship between ABC and magnetic cell separation efficiency by injection of a suspension of immunomagnetically labeled quantum simply cellular calibration microbeads of known ABC values into fluid flowing through a quadrupole magnetic sorter. The elution profiles of the outlet streams were evaluated using UV detectors. Optimal separation flow rate was shown to correlate with the ABC of these microbeads. Comparing experimental and theoretical results, the theory correctly predicted maximum separation flow rates but overestimated the separation fractional recoveries.
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Affiliation(s)
- Kara E McCloskey
- Department of Chemical Engineering, The Ohio State University, 140 West 19th Avenue, Columbus, Ohio 43210
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Abstract
A meta-analysis was conducted on studies reporting data on associations between candidate genes and human personality. Studies reporting data for psychiatric populations (including organic disease and substance abuse) were excluded. A total of 46 studies contributed to the analysis. Pooled data using a fixed-effects model suggested significant associations between the 5HTT LPR, DRD4 c>t, DRD4 length, DRD2 A1/A2, DRD3 A1/A2 polymorphisms and personality traits. A multivariate analysis using a mixed-effects model and including age, sex and predominant ethnicity as covariates was applied to the analyses of 5HTT LPR and DRD4 length polymorphism data. Only the association between the 5HTT LPR polymorphism and avoidance traits remained significant (P=0.038). However, sensitivity analyses excluding data from studies reporting allele frequencies not in Hardy-Weinberg equilibrium and unpublished data resulted in this association no longer being significant. Implications for the design of future association studies of human personality are discussed, including the likely sample sizes that will be required to achieve sufficient power and the potential role of moderating variables such as sex.
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Affiliation(s)
- M R Munafò
- Cancer Research UK GPRG, Institute of Health Sciences, University of Oxford, Oxford, UK.
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29
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Abstract
The existence of unpaired electrons in the four heme groups of deoxy and methemoglobin (metHb) gives these species paramagnetic properties as contrasted to the diamagnetic character of oxyhemoglobin. Based on the measured magnetic moments of hemoglobin and its compounds, and on the relatively high hemoglobin concentration of human erythrocytes, we hypothesized that differential migration of these cells was possible if exposed to a high magnetic field. With the development of a new technology, cell tracking velocimetry, we were able to measure the migration velocity of deoxygenated and metHb-containing erythrocytes, exposed to a mean magnetic field of 1.40 T and a mean gradient of 0.131 T/mm, in a process we call cell magnetophoresis. Our results show a similar magnetophoretic mobility of 3.86 x 10(-6) mm(3) s/kg for erythrocytes with 100% deoxygenated hemoglobin and 3.66 x 10(-6) mm(3) s/kg for erythrocytes containing 100% metHb. Oxygenated erythrocytes had a magnetophoretic mobility of from -0.2 x 10(-6) mm(3) s/kg to +0.30 x 10(-6) mm(3) s/kg, indicating a significant diamagnetic component relative to the suspension medium, in agreement with previous studies on the hemoglobin magnetic susceptibility. Magnetophoresis may open up an approach to characterize and separate cells for biochemical analysis based on intrinsic and extrinsic magnetic properties of biological macromolecules.
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Affiliation(s)
- Maciej Zborowski
- Department of Biomedical Engineering/ND20, Lerner Research Institute, The Cleveland Clinic Foundation, Cleveland, Ohio 44915, USA.
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Williams PS, Moore LR, Chalmers JJ, Zborowski M. Splitter imperfections in annular split-flow thin separation channels: effect on nonspecific crossover. Anal Chem 2003; 75:1365-73. [PMID: 12659197 DOI: 10.1021/ac020649h] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The separation performance of split-flow thin (SPLITT) separation channels generally falls short of ideal behavior. There are many possible contributing factors to the loss of separation resolution, and these are discussed in the text. The possibility that small imperfections in the splitters play a significant role is examined in this study. Computational fluid dynamics is used to determine the flow pattern within an annular SPLITT channel having small imperfections in the inlet splitter. These results are used to calculate the nonspecific crossover of particles from the inner annular inlet to the outer annular outlet under various flow rate regimes. Nonspecific crossover, obtained through convective transport alone, and not the result of field-induced transport, is often used as a check of channel behavior. The results of a typical experimental determination of nonspecific crossover are included for comparison. It is concluded that geometrical imperfections can indeed play a significant role in the loss of resolution observed for these systems.
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Affiliation(s)
- P Stephen Williams
- Department of Biomedical Engineering, The Cleveland Clinic Foundation, 9500 Euclid Avenue, Cleveland, Ohio 44195, USA.
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Hoyos M, McCloskey KE, Moore LR, Nakamura M, Bolwell BJ, Chalmers JJ, Zborowski M. Pulse-injection studies of blood progenitor cells in a quadrupole magnet flow sorter. SEP SCI TECHNOL 2002. [DOI: 10.1081/ss-120002215] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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33
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Kader KN, Moore LR, Saul JM, Zborowski M, Ziats NP, Bellamkonda RV. Isolation and purification of canine adipose microvascular endothelial cells. Microvasc Res 2001; 61:220-6. [PMID: 11254403 DOI: 10.1006/mvre.2001.2296] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Affiliation(s)
- K N Kader
- Biomaterials, Cell and Tissue Engineering Laboratory, Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio 44106, USA
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34
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Hoyos M, Moore LR, McCloskey KE, Margel S, Zuberi M, Chalmers JJ, Zborowski M. Study of magnetic particles pulse-injected into an annular SPLITT-like channel inside a quadrupole magnetic field. J Chromatogr A 2000; 903:99-116. [PMID: 11153960 DOI: 10.1016/s0021-9673(00)00879-7] [Citation(s) in RCA: 42] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Advantages of the continuous magnetic flow sorting for biomedical applications over current, batch-wise magnetic separations include high throughput and a potential for scale-up operations. A continuous magnetic sorting process has been developed based on the quadrupole magnetic field centered on an annular flow channel. The performance of the sorter has been described using the conceptual framework of split-flow thin (SPLITT) fractionation, a derivative of field-flow fractionation (FFF). To eliminate the variability inherent in working with a heterogenous cell population, we developed a set of monodisperse magnetic microspheres of a characteristic magnetization, and a magnetophoretic mobility, similar to those of the cells labeled with a magnetic colloid. The theory of the magnetic sorting process has been tested by injecting a suspension of the magnetic beads into the carrier fluid flowing through the sorter and by comparing the theoretical and experimental recovery versus total flow-rate profiles. The position of the recovery maxima along the total flow-rate axis was a function of the average bead magnetophoretic mobility and the magnetic field intensity. The theory has correctly predicted the position of the peak maxima on the total flow-rate axis and the dependence on the bead mobility and the field intensity, but has not correctly predicted the peak heights. The differences between the calculated and the measured peak heights were a function of the total flow-rate through the system, indicating a fluid-mechanical origin of the deviations from the theory (such as expected of the lift force effects in the system). The well-controlled elution studies using the monodisperse magnetic beads, and the SPLITT theory, provided us with a firm basis for the future sorter evaluation using cell mixtures.
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Affiliation(s)
- M Hoyos
- Ecole Supérieure de Physique et Chimie Industrielles, Laboratoire de Physique et Mécanique des Milieux Hétérogènes, UMR 7636 CNRS, Paris, France
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35
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Moore LR, Zborowski M, Nakamura M, McCloskey K, Gura S, Zuberi M, Margel S, Chalmers JJ. The use of magnetite-doped polymeric microspheres in calibrating cell tracking velocimetry. J Biochem Biophys Methods 2000; 44:115-30. [PMID: 10889282 DOI: 10.1016/s0165-022x(00)00085-3] [Citation(s) in RCA: 42] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Continuous magnetic separation, in which there is no accumulation of mass in the system, is an inherently dynamic process, requiring advanced knowledge of the separable species for optimal instrument operation. By determining cell magnetization in a well-defined field, we may predict the cell trajectory behavior in the well-characterized field environments of our continuous separators. Magnetization is determined by tracking the migration of particles with a technique known as cell tracking velocimetry (CTV). The validation of CTV requires calibration against an external standard. Furthermore, such a standard, devoid of the variations and instabilities of biological systems, is needed to reference the method against day-to-day shifts or trends. To this end, a method of synthesizing monodisperse, magnetite-doped polymeric microspheres has been developed. Five sets of microspheres differing in their content of magnetite, and each of approximately 2.7 microm diameter, are investigated. An average gradient of 0.18 T/mm induces magnetic microsphere velocities ranging from 0.45 to 420 microns/s in the CTV device. The velocities enable calculation of the microsphere magnetization. Magnetometer measurements permit the determination of magnetization at a flux density comparable to that of the CTV magnet's analysis region, 1.57 T. A comparison of the results of the CTV and magnetometer measurements shows good agreement.
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Affiliation(s)
- L R Moore
- Department of Biomedical Engineering, The Cleveland Clinic Foundation, 9500 Euclid Avenue, Cleveland, OH 44195, USA.
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36
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Fang B, Zborowski M, Moore LR. Detection of rare MCF-7 breast carcinoma cells from mixtures of human peripheral leukocytes by magnetic deposition analysis. Cytometry 1999; 36:294-302. [PMID: 10404144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 04/13/2023]
Abstract
BACKGROUND The presence of malignant breast cancer cells in bone marrow or peripheral blood is a prognostic factor. We tested the capacity of a novel magnetic cell analyzer to detect rare cancer cells in mixtures with human peripheral leukocytes. METHODS Human peripheral leukocytes were spiked with cells of the MCF-7 line, and the cell mixture was labeled with anti-epithelial membrane antigen antibody and a magnetic colloid. The MCF-7 cells were selectively captured on a magnetic deposition substrate from the flowing leukocyte and MCF-7 cell mixture. RESULTS The recovery of the MCF-7 cells from the original mixture ranged from 20% to 60%. The limit of detection of the MCF-7 cells was 10(-6) (n = 9). The morphology of the captured cancer cells was well preserved and comparable to that observed in cytospin smears. All deposited cells were located in a small area of 1.4 mm x 6 mm and could be quickly identified with an optical microscope following Wright's staining. CONCLUSIONS This is a proof-of-principle study using a simplified model of rare cancer cells in a leukocyte mixture. The clinical relevance of the method will be tested in the future by extension to patient bone marrow samples and using antibody cocktails to increase specificity against the breast carcinoma cells.
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Affiliation(s)
- B Fang
- Department of Biomedical Engineering, School of Engineering and School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
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37
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38
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Abstract
Rapid and efficient cell sorting methods are important for tissue progenitor cell isolation. We built and evaluated a laboratory prototype of a continuous flow, quadrupole magnetic cell sorter. The sorter was tested on a model cell system of human peripheral lymphocytes. The helper T cell subpopulation was targeted by primary, mouse anti-CD4 monoclonal antibody conjugated to a fluorochrome (FITC), and magnetized by secondary, anti-FITC antibody magnetic colloid. The purities and recoveries of the cell fractions were measured by flow cytometry and an automated cell counter. Cells were spread across the flow according to their magnetophoretic mobilities. The purity of the CD4 cell enriched fraction was 99.6%, and the purity of the CD4 cell depleted fraction was 2% for an initial CD4 cell purity of 36%; the corresponding recovery of the enriched CD4 cell fraction was 59% at a sorting speed of 4,200 cells/s (four experiments). The recovery could be increased to 90% with a concomitant decrease in the purity of CD4 cell enriched fraction to 66%. This type of sorting should be applicable to any cells in suspension for which a suitable antibody exists, in particular, to large, fragile cells.
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Affiliation(s)
- M Zborowski
- Department of Biomedical Engineering, The Cleveland Clinic Foundation, OH 44195-5254, USA
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39
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Abstract
A flow-through quadrupole magnetic cell separator has been designed, built, and evaluated by using a cell model system of human peripheral T lymphocytes (CD4+, CD8+, and CD45+ cells). The immunomagnetic labeling was accomplished by using a sandwich of mouse anti-human monoclonal antibody conjugated to fluorescein isothiocyanate and rat anti-mouse polyclonal antibody conjugated to a colloidal magnetic nanoparticle. The feed and sorted fractions were analyzed by FACScan flow cytometry. The magnetically labeled cells were separated from nonlabeled ones in a flow-through cylindrical column within a quadrupole field, which exerted a radial, outward force on the magnetic cells. The flow rate of the cell samples was 0.1-0.75 ml/min, and the flow rate of sheath fluid was 1.5-33.3 times that of the sample flow rate. The maximum shear stress exerted on the cell was less than 1 dyne/cm2, which was well below the level that would threaten cell integrity and membrane disruption. The maximum magnetic field was 0.765 T at the channel wall, and the gradient was 0.174 T/mm. The highest purity of selected cells was 99.6% (CD8 cells, initial purity of 26%), and the highest recovery of selected cells was 79% (CD4 cells, initial purity of 20%). The maximum throughput of the quadrupole magnetic cell separator was 7,040 cells/s (CD45 cells, initial purity of 5%). Theoretical calculations showed that the throughput can be increased to 10(6) cells/s by a scale-up of the current prototype.
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Affiliation(s)
- L Sun
- Department of Chemical Engineering, The Ohio State University, Columbus 43210-1180, USA
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40
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Moore LR, Zborowski M, Sun L, Chalmers JJ. Lymphocyte fractionation using immunomagnetic colloid and a dipole magnet flow cell sorter. J Biochem Biophys Methods 1998; 37:11-33. [PMID: 9825297 DOI: 10.1016/s0165-022x(98)00010-4] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The relationship between cell function and surface marker expression is a subject of active investigation in biology and medicine. These investigations require separating cells of a homogeneous subset into multiple fractions of varying marker expression. We have developed a novel cell sorter, the dipole magnet flow sorter (DMFS), which separates selected T lymphocyte subpopulations, targeted by immunomagnetic colloid, into multiple fractions according to cell surface marker expression, as determined by flow cytometry. A narrow stream of cells is introduced into a sheath of carrier fluid in a rectangular channel while subjected to a perpendicular magnetic force. The special design of the pole pieces ensures a constant magnetic force acting on the magnetically labeled cells in the separation area. Cells are spread across the flow in relation to their magnetophoretic mobility. Separation is achieved by control of the positions of the effluent stream boundaries, which separate fluid volumes with cells of different magnetophoretic mobility. CD4 and CD8 T lymphocytes labeled with primary antibody-fluorescein isothiocyanate (FITC) conjugate and anti-FITC-magnetic colloid are the chosen cell systems. Flow cytometry analysis shows that, for CD4 cells, a three-fold increase in total marker number per cell is observed when comparing the highest to the lowest fluorescence fractions. Similarly, a four-fold increase in total marker number is observed for CD8 cells. We also observed the separation of two dissimilar cell types that differed in expression of the CD4 marker, monocytes and T helper lymphocytes. We believe that this type of separation is applicable to any cells in suspension for which a suitable antibody exists and, due to the comparatively gentle nature of the process, is particularly suitable for the sorting of fragile cells.
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Affiliation(s)
- L R Moore
- Department of Biomedical Engineering, Cleveland Clinic Foundation, OH 44195-5254, USA.
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41
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Abstract
The cyanobacterium Prochlorococcus is the dominant oxygenic phototroph in the tropical and subtropical regions of the world's oceans. It can grow at a range of depths over which light intensities can vary by up to 4 orders of magnitude. This broad depth distribution has been hypothesized to stem from the coexistence of genetically different populations adapted for growth at high- and low-light intensities. Here we report direct evidence supporting this hypothesis, which has been generated by isolating and analysing distinct co-occurring populations of Prochlorococcus at two locations in the North Atlantic. Co-isolates from the same water sample have very different light-dependent physiologies, one growing maximally at light intensities at which the other is completely photoinhibited. Despite this ecotypic differentiation, the co-isolates have 97% similarity in their 16S ribosomal RNA sequences, demonstrating that molecular microdiversity, commonly observed in microbial systems, can be due to the coexistence of closely related, physiologically distinct populations. The coexistence and distribution of multiple ecotypes permits the survival of the population as a whole over a broader range of environmental conditions than would be possible for a homogeneous population.
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Affiliation(s)
- L R Moore
- Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge 02139, USA
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42
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Abstract
Cells of identical physical properties that differ in the expression of surface proteins can be sorted conveniently using immunospecific stains conjugated to fluorescent, or magnetic, labels. Immunomagnetic cell sorting using commercial batch sorters offers advantages of high sorting capacity, high viability of sorted fractions, and high depletion rates; its disadvantages are low enrichment rate and batch processing. The authors developed and tested a continuous, flow-through magnetic cell sorter for small volume, experimental cell enrichment. Freshly isolated human peripheral lymphocytes were labeled using an immunofluoromagnetic sandwich consisting of mouse anti human CD8 monoclonal antibody-fluorescein conjugate and rat anti mouse polyclonal antibody-colloidal iron-dextran conjugate. A total of 2-3 min lymphocytes were sorted per hour using a saturation magnetic field of 1.334 T and a five channel sorter. The fluorescent cells were distributed among the channels in relation to their fluorescence intensity and magnetic susceptibility. The purity (68-85%) and enrichment rates (16-34x) were comparable to those of commercial batch magnetic separators; sorting capacity and recovery of the enriched fractions (up to 32%) were limited by the small scale of the sorter. Future direction is focused on increasing the resolution, recovery, and sorting capacity of the enriched fractions, and testing the sorter on other cell systems.
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Affiliation(s)
- M Zborowski
- Department of Biomedical Engineering, Cleveland Clinic Foundation, OH 44195-5254, USA
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43
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Reddy S, Moore LR, Sun L, Zborowski M, Chalmers JJ. Determination of the magnetic susceptibility of labeled particles by video imaging. Chem Eng Sci 1996. [DOI: 10.1016/0009-2509(95)00337-1] [Citation(s) in RCA: 49] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Fuller SG, Moore LR, Lester JW. Influence of family functioning on maternal-fetal attachment. J Perinatol 1993; 13:453-60. [PMID: 8308588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Although the development of a positive relationship between the mother and infant most likely begins during pregnancy, the correlates of maternal-fetal attachment are poorly understood. This study examined the influence of family functioning on maternal-fetal attachment in a sample of varied ethnic and socioeconomic backgrounds. The authors surveyed 339 pregnant women in their last trimesters with the Family Adaptability and Cohesion Scales-III (FACES-III), Maternal-Fetal Attachment Scale (MFA), and a demographic interview. On the basis of correlational and regression analyses, the demographic variables of parity, ethnicity, age, education, and occupation of primary wage earner correlated significantly with maternal-fetal attachment. When entered in a multiple regression analysis, parity, ethnicity, and occupation explained 12% of the variance in the MFA scores. The FACES-III total score and the subscale scores of adaptability and cohesion also correlated significantly with scores on the MFA and explained an additional 3% of the variance in the MFA beyond that explained by the demographics. Support of positive family dynamics during pregnancy by health care workers may potentially increase the quality of maternal-fetal attachment.
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Affiliation(s)
- S G Fuller
- College of Nursing, University of South Carolina, Columbia 29208
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Abstract
To explore the risk of bleeding complications during percutaneous central venous catheterization in patients with coagulopathy, 40 liver transplant recipients underwent 259 percutaneous central venous catheterizations. Two hundred two catheterizations were performed in patients with coagulopathy, as evidenced by their prothrombin times, activated partial thromboplastin times, and/or platelet counts. Furthermore, no attempt was made to correct these episodes of coagulopathy with medications or infusion of blood products. No serious bleeding complications occurred during the 259 catheterizations, which suggests that experienced clinicians using appropriate techniques may safely perform central venous catheterization in patients with abnormal prothrombin times, activated partial thromboplastin times, and platelet counts.
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Affiliation(s)
- P F Foster
- Department of General Surgery, Rush-Presbyterian-St Luke's Medical Center, Chicago, IL 60612
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Mangum JB, Everitt JI, Bonner JC, Moore LR, Brody AR. Co-culture of primary pulmonary cells to model alveolar injury and translocation of proteins. In Vitro Cell Dev Biol 1990; 26:1135-43. [PMID: 1706697 DOI: 10.1007/bf02623690] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Primary rat alveolar type II cells and early passage rat lung fibroblasts were co-cultured on opposite sides of a collagen-coated polycarbonate filter. This is an approach to "model", in part, an alveolar wall to study mechanisms of cytotoxicity and translocation of bioactive materials from the alveolar space to the lung interstitium. Type II cells were recovered from adult rat (Fischer 344) lungs by enzyme digestion and "panning". Lung fibroblasts were separated from the same species, cultured initially in 10% fetal bovine serum and used in the co-culture system at early passage. The type II cells formed a monolayer of dedifferentiated epithelium which provided a barrier on the upper side of the collagen (human type IV)-coated filter. The fibroblasts on the bottom of the filter replicated logarithmically in the presence of serum, could be rendered quiescent in defined medium and then returned to rapid growth phase with the reintroduction of serum. The intact epithelial monolayer excluded trypan blue, albumin, platelet-derived growth factor, and alpha2-macroglobulin from the lower compartment of the culture chamber. Altering the integrity of the monolayer by a variety of means allowed translocation of these materials through the collagen-coated filters. Particularly interesting was the effect of taurine chloramine which caused subtle changes in the alveolar epithelium and allowed subsequent translocation of albumin. In addition, we showed that rat alveolar macrophages remain viable with some spreading on the surface of the epithelial monolayer. This co-culture system will have future application in the study of how reactive oxygen species might affect the epithelial barrier, and whether macrophage-derived growth factors can influence fibroblast proliferation if the monolayer is intact or injured.
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Affiliation(s)
- J B Mangum
- Department of Experimental Pathology and Toxicology, CIIT, Research Triangle Park, North Carolina
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Moore LR, Halstead MA. Personal safety. It is a matter of awareness. AORN J 1989; 50:328, 330-1, 334-5. [PMID: 2774530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
The safety and security points discussed in this article are only a few of the awareness tips that can add to your personal safety. When reporting to work, especially during odd hours, be suspicious of all activities. Ask yourself, "What if?" Becoming a victim or not becoming a victim is easy.
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Affiliation(s)
- L R Moore
- Martin-Marietta Energy Systems, Inc, Oak Ridge, Tenn
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Moore LR, Corbo M, Chien YW. Development of the rabbit model for studying the effects of propranolol on cardiac contractility: relationship of intravenous pharmacodynamics and pharmacokinetics. Methods Find Exp Clin Pharmacol 1988; 10:157-63. [PMID: 3386325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
The New Zealand white rabbit (3-4 kg) was chosen as an experimental model to determine the effects of propranolol, by intravenous bolus administration, on cardiac contractility. The cardiovascular effects were measured by systolic time interval recordings for up to 8 h. The study was performed on two groups of animals with 5 rabbits receiving active drug and another 5 rabbits receiving saline placebo. All animals were anesthetized by parenteral administration of urethane/acepromazine. The results indicated that at 15 min after intravenous administration, propranolol caused a maximum decrease in heart rate (p less than 0.01), as well as a maximum increase in QS2 (p less than 0.01), LVET (p less than 0.01), PEP (p less than 0.01) and PEP/LVET (p less than 0.05). Approximately 90 min after drug administration, a significant (p less than 0.01) "rebound phenomenon" was observed in the active group which continued throughout the 8-h observation period. This preliminary study suggests that the rabbit is a useful animal model to study the effects of propranolol on cardiac contractility.
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Affiliation(s)
- L R Moore
- Controlled Drug Delivery Research Center, Rutgers, State University of New Jersey, College of Pharmacy, Piscataway
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Moore LR, Chang SF, Greenstein ET. Urethane-acepromazine: a novel method of administering parenteral anesthesia in the rabbit. Methods Find Exp Clin Pharmacol 1987; 9:711-5. [PMID: 3448449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Stable long-term anesthesia in the rabbit (greater than 8 hr) has been achieved by the administration of urethane and acepromazine. Twenty-five healthy male New Zealand white rabbits weighing 2 to 4 kg were used for this study. Two groups of animals were studied. The first group of 11 rabbits received urethane (1.0 g/kg) and acepromazine (1 mg/0.46 kg). This resulted in stable light plane anesthesia for 13.5 +/- 4.5 hr (mean + S.D.). The second group of 14 rabbits received urethane (1.3 g/kg) and acepromazine (1 mg/0.46 kg) which resulted in deep plane anesthesia for 23.0 +/- 4 hr. Heart rate and respiratory rate remained stable throughout the entire period and all animals were alert and without any observable side effects by 48 +/- 3 hr. This study indicates that the combination of urethane-acepromazine is a safe and reproducible parenteral anesthetic that may be used in studies of long duration in rabbits.
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Affiliation(s)
- L R Moore
- Controlled Drug Delivery Research Center, College of Pharmacy, Rutgers-State University of New Jersey, Piscataway
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50
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Abstract
The present paper evaluated the first 11 years of experimental research (1973-1983) publications, with a focus on forensic psychology, that were cited in Psychological Abstracts. Articles were reviewed for type of methodology and statistical analyses employed as well as the relationship between the number of empirical and nonempirical articles. Trends in publications are presented, and the type of empirical research is evaluated. Results indicate: a paucity of experimental research; a significant difference between empirical and nonempirical publications; and a transition--albeit based on a limited number of research publications--from descriptive to correlational and experimental research over time.
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