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Soria-Bretones I, Thu KL, Silvester J, Cruickshank J, El Ghamrasni S, Ba-alawi W, Fletcher GC, Kiarash R, Elliott MJ, Chalmers JJ, Elia AC, Cheng A, Rose AAN, Bray MR, Haibe-Kains B, Mak TW, Cescon DW. The spindle assembly checkpoint is a therapeutic vulnerability of CDK4/6 inhibitor-resistant ER + breast cancer with mitotic aberrations. Sci Adv 2022; 8:eabq4293. [PMID: 36070391 PMCID: PMC9451148 DOI: 10.1126/sciadv.abq4293] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Accepted: 07/21/2022] [Indexed: 06/15/2023]
Abstract
Inhibitors of cyclin-dependent kinases 4 and 6 (CDK4/6i) are standard first-line treatments for metastatic ER+ breast cancer. However, acquired resistance to CDK4/6i invariably develops, and the molecular phenotypes and exploitable vulnerabilities associated with resistance are not yet fully characterized. We developed a panel of CDK4/6i-resistant breast cancer cell lines and patient-derived organoids and demonstrate that a subset of resistant models accumulates mitotic segregation errors and micronuclei, displaying increased sensitivity to inhibitors of mitotic checkpoint regulators TTK and Aurora kinase A/B. RB1 loss, a well-recognized mechanism of CDK4/6i resistance, causes such mitotic defects and confers enhanced sensitivity to TTK inhibition. In these models, inhibition of TTK with CFI-402257 induces premature chromosome segregation, leading to excessive mitotic segregation errors, DNA damage, and cell death. These findings nominate the TTK inhibitor CFI-402257 as a therapeutic strategy for a defined subset of ER+ breast cancer patients who develop resistance to CDK4/6i.
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Affiliation(s)
- Isabel Soria-Bretones
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Segal Cancer Centre and Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
- Gerald Bronfman Department of Oncology, McGill University, Montreal, QC, Canada
| | - Kelsie L. Thu
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Keenan Research Centre for Biomedical Sciences, St. Michael’s Hospital , Toronto,, ON, Canada
- Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Jennifer Silvester
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | | | - Samah El Ghamrasni
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Wail Ba-alawi
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Graham C. Fletcher
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Reza Kiarash
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Mitchell J. Elliott
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Department of Medicine, University of Toronto, Toronto , ON, Canada
| | - Jordan J. Chalmers
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Andrea C. Elia
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Albert Cheng
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - April A. N. Rose
- Segal Cancer Centre and Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
- Gerald Bronfman Department of Oncology, McGill University, Montreal, QC, Canada
| | - Mark R. Bray
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | | | - Tak W. Mak
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - David W. Cescon
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Department of Medicine, University of Toronto, Toronto , ON, Canada
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Chalmers JJ, Jin X, Palmer AF, Yazer MH, Moore L, Amaya P, Park K, Pan X, Zborowski M. Femtogram Resolution of Iron Content on a Per Cell Basis: Ex Vivo Storage of Human Red Blood Cells Leads to Loss of Hemoglobin. Anal Chem 2017; 89:3702-3709. [PMID: 28230974 DOI: 10.1021/acs.analchem.7b00007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The magnetic characteristics of hemoglobin (Hb) changes with the binding of dioxygen (O2) to the heme prosthetic groups of the globin chains: from paramagnetic ferrous Hb to diamagnetic ferrous oxyhemoglobin (oxyHb) with reversibly bound O2, or paramagnetic ferric methemoglobin (metHb). When multiplied over the number of Hb molecules in a red blood cell (RBC), the effect is detectable through motion analysis of RBCs in a high magnetic field and gradient. This motion is referred to as magnetophoretic mobility, which can be conveniently expressed as a fraction of the cell sedimentation velocity. In this Article, using a previously developed and reported instrument, cell tracking velocimetry (CTV), we are able to detect difference in Hb concentration in two RBC populations to a resolution of 1 × 107 Hb molecules per cell (4 × 107 atoms of Fe per cell or 4-5 femtograms of Fe). Similar resolution achieved with inductively coupled plasma-mass spectrometry requires on the order of 105-106 cells and provides an average, whereas CTV provides a measurement for each cell. CTV analysis revealed that RBCs lose, on average, 17% of their Hb after 42 days of storage, the maximum FDA-approved length of time for the cold storage of RBCs in additive solution. This difference in Hb concentration was the result of routine RBC storage; clinical implications are discussed.
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Affiliation(s)
- J J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University , 320 Koffolt Laboratories, 151 West Woodruff Avenue, Columbus, Ohio 43210, United States
| | - X Jin
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University , 320 Koffolt Laboratories, 151 West Woodruff Avenue, Columbus, Ohio 43210, United States.,Department of Biomedical Engineering, Cleveland Clinic , 9500 Euclid Avenue, Cleveland, Ohio 44195, United States
| | - A F Palmer
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University , 320 Koffolt Laboratories, 151 West Woodruff Avenue, Columbus, Ohio 43210, United States
| | - M H Yazer
- Department of Pathology, University of Pittsburgh , 3636 Boulevard of the Allies, Pittsburgh, Pennsylvania 15213, United States.,The Institute for Transfusion Medicine, University of Pittsburgh , 3636 Boulevard of the Allies, Pittsburgh, Pennsylvania 15213, United States
| | - L Moore
- Department of Biomedical Engineering, Cleveland Clinic , 9500 Euclid Avenue, Cleveland, Ohio 44195, United States
| | - P Amaya
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University , 320 Koffolt Laboratories, 151 West Woodruff Avenue, Columbus, Ohio 43210, United States
| | - K Park
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University , 320 Koffolt Laboratories, 151 West Woodruff Avenue, Columbus, Ohio 43210, United States
| | - X Pan
- Center for Biostatics, The Ohio State University , 310 H Lincoln Tower, 1800 Cannon Drive, Columbus, Ohio 43210, United States
| | - M Zborowski
- Department of Biomedical Engineering, Cleveland Clinic , 9500 Euclid Avenue, Cleveland, Ohio 44195, United States
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Mahajan KD, Ruan G, Dorcéna CJ, Vieira G, Nabar G, Bouxsein NF, Chalmers JJ, Bachand GD, Sooryakumar R, Winter JO. Steering microtubule shuttle transport with dynamically controlled magnetic fields. Nanoscale 2016; 8:8641-8649. [PMID: 27049749 DOI: 10.1039/c5nr08529b] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Nanoscale control of matter is critical to the design of integrated nanosystems. Here, we describe a method to dynamically control directionality of microtubule (MT) motion using programmable magnetic fields. MTs are combined with magnetic quantum dots (i.e., MagDots) that are manipulated by external magnetic fields provided by magnetic nanowires. MT shuttles thus undergo both ATP-driven and externally-directed motion with a fluorescence component that permits simultaneous visualization of shuttle motion. This technology is used to alter the trajectory of MTs in motion and to pin MT motion. Such an approach could be used to evaluate the MT-kinesin transport system and could serve as the basis for improved lab-on-a-chip technologies based on MT transport.
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Affiliation(s)
- K D Mahajan
- William G. Lowrie Department of Chemical and Biomolecular Engineering, 151 West Woodruff Avenue and The Ohio State University, Columbus, OH 43210, USA
| | - G Ruan
- William G. Lowrie Department of Chemical and Biomolecular Engineering, 151 West Woodruff Avenue and The Ohio State University, Columbus, OH 43210, USA and Department of Biomedical Engineering, College of Engineering and Applied Sciences, Nanjing University, Nanjing, 200697, China
| | - C J Dorcéna
- William G. Lowrie Department of Chemical and Biomolecular Engineering, 151 West Woodruff Avenue and The Ohio State University, Columbus, OH 43210, USA
| | - G Vieira
- Department of Physics, The Ohio State University, Columbus, OH 43210, USA
| | - G Nabar
- William G. Lowrie Department of Chemical and Biomolecular Engineering, 151 West Woodruff Avenue and The Ohio State University, Columbus, OH 43210, USA
| | - N F Bouxsein
- Center for Integrated Nanotechnologies, Sandia National Laboratories, Albuquerque, NM 87185, USA
| | - J J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, 151 West Woodruff Avenue and The Ohio State University, Columbus, OH 43210, USA
| | - G D Bachand
- Center for Integrated Nanotechnologies, Sandia National Laboratories, Albuquerque, NM 87185, USA
| | - R Sooryakumar
- Department of Physics, The Ohio State University, Columbus, OH 43210, USA
| | - J O Winter
- William G. Lowrie Department of Chemical and Biomolecular Engineering, 151 West Woodruff Avenue and The Ohio State University, Columbus, OH 43210, USA and Department of Biomedical Engineering, The Ohio State University, Columbus, OH 43210, USA.
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Gallardo-Rodríguez JJ, López-Rosales L, Sánchez-Mirón A, García-Camacho F, Molina-Grima E, Chalmers JJ. New insights into shear-sensitivity in dinoflagellate microalgae. Bioresour Technol 2016; 200:699-705. [PMID: 26556404 DOI: 10.1016/j.biortech.2015.10.105] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Revised: 10/30/2015] [Accepted: 10/31/2015] [Indexed: 06/05/2023]
Abstract
A modification of a flow contraction device was used to subject shear-sensitive microalgae to well-defined hydrodynamic forces. The aim of the study was to elucidate if the inhibition of shear-induced growth commonly observed in dinoflagellate microalgae is in effect due to cell fragility that results in cell breakage even at low levels of turbulence. The microalgae assayed did not show any cell breakage even at energy dissipation rates (EDR) around 10(12)Wm(-3), implausible in culture devices. Conversely, animal cells, tested for comparison purposes, showed high physical cell damage at average EDR levels of 10(7)Wm(-3). Besides, very short exposures to high levels of EDR promoted variations in the membrane fluidity of the microalgae assayed, which might trigger mechanosensory cellular mechanisms. Average EDR values of only about 4·10(5)Wm(-3) increased cell membrane fluidity in microalgae whereas, in animal cells, they did not.
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Affiliation(s)
| | - L López-Rosales
- Chemical Engineering Area, University of Almería, 04120 Almería, Spain
| | - A Sánchez-Mirón
- Chemical Engineering Area, University of Almería, 04120 Almería, Spain
| | - F García-Camacho
- Chemical Engineering Area, University of Almería, 04120 Almería, Spain
| | - E Molina-Grima
- Chemical Engineering Area, University of Almería, 04120 Almería, Spain
| | - J J Chalmers
- Department of Chemical and Biomolecular Engineering, Ohio State University, Columbus, OH 43210, USA
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Abstract
Three-dimensional particle tracking velocimetry (3-D PTV), a modern, quantitative, visualization tool, has been applied to the characterization of the flow field in the impeller region of cell culture reactor vessels. The experimental system used here is a 250-mL microcarrier spinner vessel. The studies were conducted at three different agitation rates, 90, 150, and 210 rpm, corresponding to healthy, mildly damaging, and severely damaging shear intensities, respectively. The flow can be classified into three regions: a predominantly tangential (azimuthal) flow generated by the impeller; a trailing vortex region coming off the impeller tip; and a converging flow region close to the center of the vessel. The latter two are the regions of highest velocity gradients. Energy dissipation rates due to mean velocity gradients were also calculated to characterize the impeller stream. Local specific energy dissipation rates > 10,000 erg/(cm(3)sec) . have been measured. It is proposed that the critical regions for microcarrier culture damage due to impeller hydrodynamics are the trailing vortex region and the high energy converging flow region. Graphical representation of the mean velocity flow fields and the distribution of energy dissipation rates in the impeller region are also presented here. The merits of using the dissipation function (measure of specific energy dissipation rate) as a possible scale-up parameter are also discussed. (c) 1996 John Wiley & Sons, Inc.
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Affiliation(s)
- R V Venkat
- Department of Chemical Engineering, The Ohio State University, 140 W. 19th Avenue, Columbus, Ohio 43210-1180
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6
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Abstract
It is proposed that when cells are either attached to, or very near, a rupturing bubble, the hydrodynamic forces associated with the rupture are sufficient to kill the cells. Four types of experiments were conducted to quantify the number and location of these killed cells. We determined: (1) the number of cells killed as a result of a single, 3.5-mm bubble rupture; (2) the number and viability of cells in the upward jet that results when a bubble ruptures; (3) the number of cells on the bubble film; and (4) the fate of cells attached to the bubble film after film rupture. All experiments were conducted with Spodoptera frugiperda (SF-9) insect cells, in TNM-FH and SFML medium, with and without Pluronic F-68. Experiments indicate that approximately 1050 cells are killed per single, 3.5-mm bubble rupture in TNM-FH medium and approximately the same number of dead cells are present in the upward jet. It was also observed that the concentration of cells in this upward jet is higher than the cell suspension in TNM-FH medium without Pluronic F-68 by a factor of two. It is believed that this higher concentration is the result of cells adhering to the bubble interface. These cells are swept up into the upward jet during the bubble rupture process. Finally, it is suggested that a thin layer around the bubble containing these absorbed cells is the "hypothetical killing volume" presented by other researchers. (c) 1994 John Wiley & Sons, Inc.
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Affiliation(s)
- K Trinh
- Department of Chemical Engineering, The Ohio State University, 140 W. 19th Avenue, Columbus, Ohio 43210
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7
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Abstract
Cell damage has been observed in suspension cell cultures with air sparging, especially in the absence of any protective additives. This damage is associated with cells adhering to bubbles, and it has been shown that if this adhesion is prevented, cell damage is prevented. This article presents a thermodynamic approach for predicting cell adhesion at the air-medium interface. With this relationship it can be shown that cell-gas adhesion can be prevented by lowering the surface tension of the liquid growth medium through the addition of surface-active protective additives. The thermodynamic relationship describes the change in free energy as a function of the interfacial tensions between the (i) gas and liquid phases, (ii) gas and cell phases, and (iii) liquid and cell phases. Experimental data, along with theoretical and empirical equations, are used to quantify the changes in free energy that predict the process of cell-gas adhesion. The thermodynamic model is nonspecific in nature and, consequently, results are equally valid for all types of cells. (c) 1995 John Wiley & Sons, Inc.
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Affiliation(s)
- D Chattopadhyay
- Department of Chemical Engineering, The Ohio State University, 140 West 19th Avenue, Columbus, Ohio 43210
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Chalmers JJ, Xiong Y, Jin X, Shao M, Tong X, Farag S, Zborowski M. Quantification of non-specific binding of magnetic micro- and nanoparticles using cell tracking velocimetry: Implication for magnetic cell separation and detection. Biotechnol Bioeng 2010; 105:1078-93. [PMID: 20014141 DOI: 10.1002/bit.22635] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
The maturation of magnetic cell separation technology places increasing demands on magnetic cell separation performance. While a number of factors can cause sub-optimal performance, one of the major challenges can be non-specific binding of magnetic nano- or microparticles to non-targeted cells. Depending on the type of separation, this non-specific binding can have a negative effect on the final purity, the recovery of the targeted cells, or both. In this work, we quantitatively demonstrate that non-specific binding of magnetic nanoparticles can impart a magnetization to cells such that these cells can be retained in a separation column and thus negatively impact the purity of the final product and the recovery of the desired cells. Through experimental data and theoretical arguments, we demonstrate that the number of MACS magnetic particles needed to impart a magnetization that is sufficient to cause non-targeted cells to be retained in the column to be on the order of 500-1,000 nanoparticles. This number of non-specifically bound particles was demonstrated experimentally with an instrument, cell tracking velocimeter, CTV, and it is demonstrated that the sensitivity of the CTV instrument for Fe atoms contained in magnetic nanoparticles on the order of 1 x 10(-15) g/mL of Fe.
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Affiliation(s)
- J J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 140 West 19th Avenue, Columbus, OH 43210, USA.
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Henighan T, Chen A, Vieira G, Hauser AJ, Yang FY, Chalmers JJ, Sooryakumar R. Manipulation of magnetically labeled and unlabeled cells with mobile magnetic traps. Biophys J 2010; 98:412-7. [PMID: 20141754 DOI: 10.1016/j.bpj.2009.10.036] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2009] [Revised: 10/05/2009] [Accepted: 10/26/2009] [Indexed: 10/19/2022] Open
Abstract
A platform of discrete microscopic magnetic elements patterned on a surface offers dynamic control over the motion of fluid-borne cells by reprogramming the magnetization within the magnetic bits. T-lymphocyte cells tethered to magnetic microspheres and untethered leukemia cells are remotely manipulated and guided along desired trajectories on a silicon surface by directed forces with average speeds up to 20 microm/s. In addition to navigating cells, the microspheres can be operated from a distance to push biological and inert entities and act as local probes in fluidic environments.
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Affiliation(s)
- T Henighan
- Department of Physics, The Ohio State University, Columbus, Ohio, USA
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Vieira G, Henighan T, Chen A, Hauser AJ, Yang FY, Chalmers JJ, Sooryakumar R. Magnetic wire traps and programmable manipulation of biological cells. Phys Rev Lett 2009; 103:128101. [PMID: 19792462 PMCID: PMC3928075 DOI: 10.1103/physrevlett.103.128101] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2009] [Indexed: 05/07/2023]
Abstract
We present a multiplex method, based on microscopic programmable magnetic traps in zigzag wires patterned on a platform, to simultaneously apply directed forces on multiple fluid-borne cells or biologically inert magnetic microparticles or nanoparticles. The gentle tunable forces do not produce damage and retain cell viability. The technique is demonstrated with T-lymphocyte cells remotely manipulated (by a joystick) along desired trajectories on a silicon surface with average speeds up to 20 microm/s.
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Affiliation(s)
- G Vieira
- Department of Physics, The Ohio State University, Columbus, Ohio 43210, USA
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McCloskey KE, Comella K, Chalmers JJ, Margel S, Zborowski M. Mobility measurements of immunomagnetically labeled cells allow quantitation of secondary antibody binding amplification. Biotechnol Bioeng 2001; 75:642-55. [PMID: 11745142 DOI: 10.1002/bit.10040] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.2] [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
Magnetic cell separation methods commonly utilize paramagnetic materials conjugated to antibodies that target specific cell surface molecules. The amount of magnetic material bound to a cell is directly proportional to the magnetophoretic mobility of that cell. A mathematical model has been developed which characterizes the fundamental parameters controlling the amount of magnetic material bound, and thus, the magnetophoretic mobility of an immunomagnetically labeled cell. In characterization of the paramagnetic labeling, one of the parameters of interest is the increase in magnetophoretic mobility due to the secondary antibody binding to multiple epitopes on the primary antibody, referred to as the "secondary antibody binding amplification," Psi. Secondary antibody-binding amplification has been investigated and quantitated by comparing the mobilities of lymphocytes directly labeled with anti-CD4 MACS (Miltenyi Biotec, Auburn, CA) magnetic nanoparticle antibody with the mobilities of lymphocytes from the same sample labeled with two different indirect antibody-labeling schemes. Each indirect labeling scheme incorporated a primary mouse anti-CD4 FITC antibody that provides both FITC and mouse-specific binding sites for two different secondary antibody-magnetic nanoparticle conjugates: either anti-FITC MACS magnetic nanoparticle antibody or anti-mouse MACS magnetic nanoparticle antibody. The magnetophoretic mobilities of the immunomagnetically labeled cells were obtained using Cell Tracking Velocimetry (CTV). The results indicate that an average of 3.4 anti-FITC MACS magnetic nanoparticle antibodies bind to each primary CD4 FITC antibody, Psi(1,2f) = 3.4 +/- 0.33, and that approximately one, Psi(1,2m) = 0.98 +/- 0.081, anti-mouse MACS magnetic nanoparticle antibody binds to each primary mouse CD4 FITC antibody on a CD4 positive lymphocyte. These results have provided a better understanding of the antibody-binding mechanisms used in paramagnetic cell labeling for magnetic cell separation.
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Affiliation(s)
- K E McCloskey
- Department of Biomedical Engineering/ND-20, The Cleveland Clinic Foundation, 9500 Euclid Avenue, Cleveland, Ohio 44195, USA
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Comella K, Nakamura M, Melnik K, Chosy J, Zborowski M, Cooper MA, Fehniger TA, Caligiuri MA, Chalmers JJ. Effects of antibody concentration on the separation of human natural killer cells in a commercial immunomagnetic separation system. Cytometry 2001; 45:285-93. [PMID: 11746098 DOI: 10.1002/1097-0320(20011201)45:4<285::aid-cyto10018>3.0.co;2-w] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND The magnetic separation of a cell population based on cell surface markers is a critical step in many biological and clinical laboratories. In this study, the effect of antibody concentration on the separation of human natural killer cells in a commercial, immunomagnetic cell separation system was investigated. METHODS Specifically, the degree of saturation of antibody binding sites using a two-step antibody sandwich was quantified. The quantification of the first step, a primary anti-CD56-PE antibody, was achieved through fluorescence intensity measurements using a flow cytometer. The quantification of the second step, an anti-PE-microbeads antibody reagent, was achieved through magnetophoretic mobility measurements using cell tracking velocimetry. RESULTS From the results of these studies, two different labeling protocols were used to separate CD56+ cells from human, peripheral blood by a Miltenyi Biotech MiniMACS cell separation system. The first of these two labeling protocols was based on company recommendations, whereas the second was based on the results of the saturation studies. The results from these studies demonstrate that the magnetophoretic mobility is a function of both primary and secondary antibody concentrations and that mobility does have an effect on the performance of the separation system. CONCLUSIONS As the mobility increased due to an increase in bound antibodies, the positive cells were almost completely eliminated from the negative eluent. However, with an increase in bound antibodies, and thus mobility, the total amount of positive cells recovered decreases. It is speculated that these cells are irreversibly retained in the column. These results demonstrate the complexity of immunomagnetic cell separation and the need to further optimize the cell separation process.
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Affiliation(s)
- K Comella
- Department of Chemical Engineering, The Ohio State University, Columbus, Ohio 43210, USA
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Nakamura M, Decker K, Chosy J, Comella K, Melnik K, Moore L, Lasky LC, Zborowski M, Chalmers JJ. Separation of a breast cancer cell line from human blood using a quadrupole magnetic flow sorter. Biotechnol Prog 2001; 17:1145-55. [PMID: 11735453 DOI: 10.1021/bp010109q] [Citation(s) in RCA: 40] [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] [Indexed: 11/28/2022]
Abstract
We have developed a quadrupole magnetic flow sorter (QMS) to facilitate high-throughput binary cell separation. Optimized QMS operation requires the adjustment of three flow parameters based on the immunomagnetic characteristics of the target cell sample. To overcome the inefficiency of semiempirical operation/optimization of QMS flow parameters, a theoretical model of the QMS sorting process was developed. Application of this model requires measurement of the magnetophoretic mobility distribution of the cell sample by the cell tracking velocimetry (CTV) technique developed in our laboratory. In this work, the theoretical model was experimentally tested using breast carcinoma cells (HCC1954) overexpressing the HER-2/neu gene, and peripheral blood leukocytes (PBLs). The magnetophoretic mobility distribution of immunomagnetically labeled HCC1954 cells was measured using the CTV technique, and then theoretical predictions of sorting recoveries were calculated. Mean magnetophoretic mobilities of (1-3) x 10(-4) mm(3)/(T A s) were obtained depending on the labeling conditions. Labeled HCC1954 cells were mixed with unlabeled PBLs to form a "spiked" sample to be separated by the QMS. Fractional recoveries of cells for different flow parameters were examined and compared with theoretical predictions. Experimental results showed that the theoretical model accurately predicted fractional recoveries of HCC1954 cells. High-throughput (3.29 x 10(5) cells/s) separations with high recovery (0.89) of HCC1954 cells were achieved.
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Affiliation(s)
- M Nakamura
- Department of Chemical Engineering, The Ohio State University, 125 Koffolt Laboratories, 140 West 19th Avenue, Columbus, Ohio 43210, USA
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Melnik K, Nakamura M, Comella K, Lasky LC, Zborowski M, Chalmers JJ. Evaluation of eluents from separations of CD34+ cells from human cord blood using a commercial, immunomagnetic cell separation system. Biotechnol Prog 2001; 17:907-16. [PMID: 11587583 DOI: 10.1021/bp010079r] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.9] [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: 11/29/2022]
Abstract
Human CD34+ cells from cord blood were separated in a two-step process using a commercial, immunomagnetic cell retention system. The performance of the system was evaluated by analyzing a number of eluents from the separations with a number of analytical techniques. In addition to cell counts and flow cytometry analysis, a new experimental technique that is undergoing development, cell tracking velocimetry (CTV), was used. CTV measures the degree to which a cell is immunomagnetically labeled, known as the magnetophoretic mobility, of a population of cells on a cell-by-cell basis and presents the results in the form of a histogram similar to flow cytometry data. The average recovery and purity of CD34+ cells from 10 separations was 52% and 60%, respectively. CTV analysis indicated that the mean magnetophoretic mobility of the positively enriched CD34 cells was 9.64 x 10(-5) mm3/T-A-s, while the mean mobility from negative eluents was -2.02 x 10(-6) mm3/T-A-s, very similar to the mobility of unlabeled cells. Within the positive eluents, the range of magnetophoretic mobility was approximately 50-fold, representing a plausible 50-fold range in surface CD34 antigen expression. CTV analysis also indicated that in some separations, positive cells were not retained by the immunomagnetic cell retention system. Finally, preliminary studies indicate that monocytes might be a primary cause in the lower purities and recoveries seen in this study. It is suggested that the monocytes phagocytose the magnetic nanobeads and become sufficiently magnetized to be retained within the Miltenyi column, reducing the purity of the positive eluent.
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Affiliation(s)
- K Melnik
- Department of Pathology, Ohio State University, 140 West 19th Avenue, Columbus, Ohio 43220, USA
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McCloskey KE, Zborowski M, Chalmers JJ. Measurement of CD2 expression levels of IFN-alpha-treated fibrosarcomas using cell tracking velocimetry. Cytometry 2001; 44:137-47. [PMID: 11378865] [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: 02/20/2023]
Abstract
METHODS A methodology and a mathematical relationship have been developed that allow quantitation of the expression levels of cellular surface antigens, in terms of antibody binding capacities (ABC). This methodology uses immunomagnetically labeled cells and calibration microbeads combined with cell tracking velocimetry (CTV) technology to measure magnetophoretic mobilities corresponding to cellular ABC. The mobility measurements were accomplished by microscopically recording and calculating the velocity of immunomagnetically labeled QSC microbeads and cells in a nearly constant magnetic energy gradient. RESULTS Transformed fibrosarcoma cells were given controlled treatments of interferon-alpha in order to manipulate CD2 antigen expression levels. These cells were then immunomagnetically labeled with anti-CD2 FITC antibodies and anti-FITC MACS paramagnetic nanoparticles. Measured magnetophoretic mobilities were used to calculate ABC for these cells, corresponding to CD2 expression levels. CONCLUSION The results from CTV and flow cytometry (FCM) qualitatively verify that these fibrosarcoma cells express elevated levels of CD2 molecules with increasing interferon-alpha treatment from 0 to 24 h. The mean basal CD2 expression level, in terms of ABC, was calculated to be 27,000 from CTV analysis, whereas FCM indicates a comparable ABC value of 33,000.
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Affiliation(s)
- K E McCloskey
- Department of Chemical Engineering, The Ohio State University, Columbus, Ohio 43210, USA
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16
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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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17
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Abstract
METHODS A methodology and a mathematical theory have been developed, which allow quantitation of the expression levels of cellular surface antigens using immunomagnetic labels and cell tracking velocimetry (CTV) technology. RESULTS Quantum Simply Cellular (QSC) microbeads were immunomagnetically labeled with anti-CD2 fluorescein isothiocyanate (FITC) antibodies and anti-FITC MACS paramagnetic nanoparticles. Magnetophoretic mobility has been defined as the magnetically induced velocity of the labeled cell or microbead divided by the magnetophoretic driving force, proportional to the magnetic energy density gradient. DISCUSSION Using computer imaging and processing technology, the mobility measurements were accomplished by microscopically recording and calculating the velocity of immunomagnetically labeled QSC microbeads in a nearly constant magnetic energy gradient. A calibration curve correlating the measured magnetophoretic mobility of the immunomagnetically labeled microbeads to their antibody binding capacities (ABC) has been obtained. CONCLUSION The results, in agreement with theory, indicate a linear relationship between magnetophoretic mobility and ABC for microbeads with less than 30,000 ABC. The mathematical relationships and QSC standardization curve obtained allow determination of the number of surface antigens on similarly immunomagnetically labeled cells.
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Affiliation(s)
- K E McCloskey
- Department of Chemical Engineering, The Ohio State University, Columbus 43210, USA
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18
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Abstract
Microcarrier cultures of Chinese hamster ovary cells were subjected to a range of energy dissipations created by an abrupt contraction. These flow conditions can be characterized as a rapidly transient, extensional, and shear flow. Cell damage was measured using a lactate dehydrogenase assay. The laminar flow in the device was modeled using two commercial, computation fluid-dynamic codes: POLYFLOW and FLUENT. Cell damage was correlated to numerical values of energy dissipation. The magnitude of energy dissipation at which cell damage began to be detected, 10(4) ergs cm(-3) s(-1) (10(4) cm(2) s(-3)), is consistent with values of energy dissipation estimated in bioreactors operated under conditions which result in cell damage. This magnitude of energy dissipation is orders of magnitude lower than those values reported to cause damage to suspended animals cells which is also consistent with generally accepted experimental observations. Finally, an analysis and discussion of the presence and relative importance with re- spect to cell damage of shear vs. extensional flow is included.
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Affiliation(s)
- N Gregoriades
- Department of Chemical Engineering, The Ohio State University, 140 W 19th Street, Columbus, Ohio 43210, USA
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19
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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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20
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Abstract
The interaction of microcarriers, both with and without cells attached, with gas bubbles was studied. These studies consisted of qualitative microscopic observations of microcarriers with bubbles, quantitative measurements of microcarrier entrapment in foam, and quantitative measurements of the effect of bubble rupture at gas-medium interfaces. Ten different "protective additives" were evaluated for their ability to change the dynamic surface tension of the culture media and to prevent microcarrier adhesion to air bubbles during gas sparging and to prevent entrapment in the foam layer. These studies indicate that microcarriers, with and without cells, readily attach to gas-medium interfaces; yet unlike suspended cells, cells attached to microcarriers are not damaged by bubble ruptures at gas-medium interfaces. Only one surfactant was found to substantially prevent microcarrier entrapment in the foam layer; however, this surfactant was toxic to cells. No correlation was observed between surface tension and the prevention of microcarrier adhesion to gas-liquid interfaces. It is suggested that cell damage as a result of sparging in microcarrier cultures is the result of cells, attached to microcarriers, attaching to rising bubbles and then detaching from the microcarrier as this combination rises through the medium. It is further suggested that the hydrodynamic drag force of the rising microcarrier is sufficiently high to remove the bubble-attached cell from the microcarrier.
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Affiliation(s)
- P Bauer
- Department of Chemical Engineering, The Ohio State University, 140 W. 19th Avenue, Columbus, Ohio 43210, USA
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21
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Chalmers JJ, Haam S, Zhao Y, McCloskey K, Moore L, Zborowski M, Williams PS. Quantification of cellular properties from external fields and resulting induced velocity: cellular hydrodynamic diameter. Biotechnol Bioeng 1999; 64:509-18. [PMID: 10404231 DOI: 10.1002/(sici)1097-0290(19990905)64:5<509::aid-bit1>3.0.co;2-z] [Citation(s) in RCA: 20] [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: 11/12/2022]
Abstract
An experimental technique is discussed in which the size distribution of a population of cells is determined by calculating each cell's settling velocity. The settling velocity is determined from microscopically obtained images which were recorded on SVHS tape. These images are then computer imaged and processed, and the cell's location and velocity are determined using a computer algorithm referred to as cell tracking velocimetry (CTV). Experimental data is presented comparing the distribution of human lymphocytes and a human breast cancer cell line, MCF-7, determined using a Coulter counter and the CTV approach.
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Affiliation(s)
- J J Chalmers
- Department of Chemical Engineering, The Ohio State University, 140 West 19th Avenue, Columbus, Ohio 43210, USA.
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22
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Chalmers JJ, Haam S, Zhao Y, McCloskey K, Moore L, Zborowski M, Williams PS. Quantification of cellular properties from external fields and resulting induced velocity: magnetic susceptibility. Biotechnol Bioeng 1999; 64:519-26. [PMID: 10404232] [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] [Subscribe] [Scholar Register] [Indexed: 02/13/2023]
Abstract
An experimental technique is discussed in which the magnetic susceptibility of immunomagnetically labeled cells can be determined on a cell-by-cell basis. This technique is based on determining the magnetically induced velocity that an immunomagnetically labeled cell has in a well-defined magnetic energy gradient. This velocity is determined through the use of video recordings of microscopic images of cells moving in the magnetic energy gradient. These video images are then computer digitized and processed using a computer algorithm, cell tracking velocimetry, which allows larger numbers (>10(3)) of cells to be analyzed.
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Affiliation(s)
- J J Chalmers
- Department of Chemical Engineering, The Ohio State University, 140 WEST 19th Avenue, Columbus, Ohio 43210, USA.
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23
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Abstract
The quadrupole magnetic cell sorter is a form of split-flow thin-channel (SPLITT) separation device. It employs a quadrupole magnetic field and annular channel geometry. Immunomagnetic labels are used to bind to specific receptors on the surface of the cells of interest. It is the interaction of these labels with the magnetic field that brings about the selective isolation of these cells. The SPLITT separation devices have generally been based on parallel-plate geometry, usually with effectively constant field strength applied across the channel thickness. The nonconstant field strength and annular channel geometry of the magnetic cell sorter require that a new strategy be developed for optimization of inlet and outlet flow rates. We present such a strategy here based on a consideration of certain specific cell trajectories within the system.
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Affiliation(s)
- P S Williams
- Department of Chemistry and Geochemistry, Colorado School of Mines, Golden 80401, USA.
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24
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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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25
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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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26
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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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27
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Chalmers JJ, Zborowski M, Moore L, Mandal S, Fang BB, Sun L. Theoretical analysis of cell separation based on cell surface marker density. Biotechnol Bioeng 1998; 59:10-20. [PMID: 10099309] [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] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
A theoretical analysis was performed to determine the number of fractions a multidisperse, immunomagnetically labeled cell population can be separated into based on the surface marker (antigen) density. A number of assumptions were made in this analysis: that there is a proportionality between the number of surface markers on the cell surface and the number of immunomagnetic labels bound; that this surface marker density is independent of the cell diameter; and that there is only the presence of magnetic and drag forces acting on the cell. Due to the normal distribution of cell diameters, a "randomizing" effect enters into the analysis, and an analogy between the "theoretical plate" analysis of distillation, adsorption, and chromatography can be made. Using the experimentally determined, normal distribution of cell diameters for human lymphocytes and a breast cancer cell line, and fluorescent activated cell screening data of specific surface marker distributions, examples of theoretical plate calculations were made and discussed.
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Affiliation(s)
- J J Chalmers
- Department of Chemical Engineering, The Ohio State University, 140 West 19th Avenue, Columbus, Ohio 43210-1180, USA.
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28
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Abstract
Polylactic acid (PLA) polymer film was degraded in abiotic and biotic environments to understand the role of microbes in the degradation process of lactic acid based polymers. The degradation studies were conducted in a well-characterized biotic system, an abiotic system, a sterile aqueous system, and a desiccated environment maintained at 40, 50, and 60 degrees C. The combination of experiments in different environments isolated the distinct effect of microbes, water, and temperature on the morphological changes in the polymer during degradation. Due to lack of availability of radiolabeled PLA, various analytical techniques were applied to observe changes in the rate and/or mechanism of degradation. CO2 evolved, weight loss, and molecular weights were measured to evaluate the extent of degradation. X-ray diffraction and differential scanning calorimetry techniques monitored the morphological changes in the polymer. FTIR was used as a semiquantitative tool to gather information about the chemistry of the degradative process. Neither of the above analytical techniques indicated any difference in the rate or mechanism of degradation attributable to the presence of microorganisms. The extent of degradation increased at higher process temperatures. FTIR data were evaluated for significant statistical difference by t-test hypothesis. The results confirmed hydrolysis of ester linkage as the primary mechanism of degradation of PLA. On the basis of these data, a probable path of PLA degradation has been suggested.
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Affiliation(s)
- M Agarwal
- Department of Chemical Engineering, The Ohio State University, 140 West 19th Avenue, Columbus, Ohio 43210, USA
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29
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Abstract
A brief, process-oriented overview of immunologically based cell separation technology is presented. In addition, the design and preliminary experimental data of two unique flow-through immunomagnetic cell separation devices are presented. The first design is based on a dipole magnetic field, while the second design is basis on a quadrupole magnetic field. The dipole design can "fractionate" an inlet, magnetically labeled, cell stream into different outlet streams on the basis of the degree to which the cell is immunomagnetically labeled. The quadrupole separator splits an inlet, immunomagnetically labeled, cell stream into two outlet streams in which the purity, recovery, and potentially the degree to which the cells are immunomagnetically labeled is controlled by the flow rates in the inlet and outlet flows. A 99% purity and 86% recovery have been achieved with this system. Some distinct advantages of these two systems are the potential of high purity, recovery, and throughput at a cost which is potentially significantly lower than current, comparable technologies.
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Affiliation(s)
- J J Chalmers
- Department of Chemical Engineering, Ohio State University, Columbus 43210, USA.
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30
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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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31
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Abstract
Pan T, helper, and cytotoxic lymphocytes were isolated from the human peripheral blood mononuclear cell fraction by antibody staining, ferritin labeling, and deposition on glass slides. Two distinct forms of ferritin were used: one was native horse spleen ferritin, and the other was magnetoferritin. Magnetoferritin was obtained by reconstituting the horse spleen ferritin iron core with superparamagnetic magnetite instead of the usual paramagnetic ferrihydrite crystal. The cell deposition on microscopic glass slides in the magnetic field was obtained by an instrument that was adapted from an industrial magnetic deposition analyzer, the ferrograph. The identity of cells in the magnetic deposits was confirmed by comparing the cell fractions in the feed and in the eluate with the use of flow cytometry. The immunostaining protocol amplified the number of ferritin molecules per cell surface antigen 20-70 times. Magnetoferritin, but not native ferritin, imparted a sufficient magnetic moment to cells to deplete the labeled cell population between 67 and 88% of its initial concentration in a magnetic field of 1.67 Tesla (T), a field gradient of 2.57 T/mm, and a flow rate of 0.01 ml/min. This study showed that the magnetic moment of magnetoferritin was sufficient for immunomagnetic isolation of lymphocytes from mononuclear cell preparations in the modified ferrograph.
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Affiliation(s)
- M Zborowski
- Department of Biomedical Engineering/Wb-3, Cleveland Clinic Foundation, OH 44195-5254, USA.
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32
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Abstract
Analytical magnetapheresis is a technique for analyzing magnetic particles in suspension. The magnetically susceptible particles form a deposition pattern from the suspending medium under carefully controlled flow and magnetic field conditions. This technique was used to determine the effective magnetic volumetric susceptibility, delta chi, of human lymphocytes labeled with an iron-rich protein, ferritin. Dynabeads M450, monodisperse polymeric beads doped with magnetite, of a diameter 4.5 microns, close to that of human lymphocytes, were used as a reference. The experiment showed an almost complete deposition of ferritin-labeled lymphocytes at an average flow velocity of 0.28 mm/s, a representative magnetic field of 1.67 T, and a magnetic field gradient of 2.57 T/mm. The calculated delta chi was (2.92 +/- 0.24) x 10(-6)[SI] (ferritin-labeled lymphocytes), and the corresponding number of ferritin molecules per lymphocyte was (1.75 +/- 0.44) x 10(7). In comparison, an almost complete deposition of the Dynabeads was observed at a much higher average flow velocity, 15 mm/s, a much lower field, 0.164 T, and a much lower field gradient, 0.025 T/mm. These results corresponded to a much higher delta chi = 0.245[SI] (Dynabeads M450). These results offer important guidelines in evaluating the use of ferritin as a soluble magnetic cell label.
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Affiliation(s)
- M Zborowski
- Department of Biomedical Engineering, Cleveland Clinic Foundation, Ohio 44195, USA
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33
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Abstract
Ever since animal cells have been grown in-vitro, various techniques have been used to supply the cells with oxygen. The most simple and commonly used 'large-scale' technique to provide oxygen is through the introduction of gas bubbles. However, almost since the beginning of in-vitro cell culture, empirical observations have indicated that bubbles can be detrimental to the cells. This review will discuss the background of the problem, review the relevant research on the topic, attempt to provide a coherent summary of what we know from all of this research, and finally outline what still needs to be investigated. Specific topics to be covered include: experimental correlations of cell damage with bubbles, cell attachment to bubbles, the hydrodynamics of bubble rupture, bioreactor studies, visualization studies, and computer simulations and qualification of cell death as a result of bubble rupture.
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Affiliation(s)
- J J Chalmers
- Department of Chemical Engineering, Ohio State University, Columbus 43210
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34
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Affiliation(s)
- M Garcia-Briones
- Department of Chemical Engineering, Ohio State University, Columbus 43085
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35
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Abstract
In this paper, the second in the series, the use of a microscopic, high-speed video system to study the interactions of two suspended insect cells strains, Trichoplusia ni (TN-368) and Spodoptera frugiperda (SF-9), with rupturing bubbles is reported. Events such as the adsorption of cells onto the bubble film and the mechanism of bubble rupture were observed. On the basis of these observations and the experimental and theoretical work of other researchers on bubble rupture and cell death as a result of sparging, it is proposed that cells are killed by the rapid acceleration of the bubble film after rupture and the high levels of shear stress in the boundary layer flow associated with bubble jet formation.
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Affiliation(s)
- J J Chalmers
- Department of Chemical Engineering, Ohio State University, Columbus 43210
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36
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Bavarian F, Fan LS, Chalmers JJ. Microscopic visualization of insect cell-bubble interactions. I: Rising bubbles, air-medium interface, and the foam layer. Biotechnol Prog 1991; 7:140-50. [PMID: 1367169 DOI: 10.1021/bp00008a009] [Citation(s) in RCA: 76] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Through the use of microscopic, high-speed video technology, the interactions of two suspended insect cell lines, Trichoplusia ni (TN-368) and Spodoptera frugiperda (SF-9), with air and oxygen bubbles were studied. Events such as cell-bubble attachment, cell-bubble collision, cell transport into the foam layer, and trapping of cells in the foam layer are presented and discussed. Based on these observations and those in a companion paper (Chalmers, J. J.; Bavarian, F. Biotechnol. Prog. 1991, following paper in this issue) and the experimental and theoretical work of other researchers, several mechanisms of cell damage as a result of sparging are presented.
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Affiliation(s)
- F Bavarian
- Department of Chemical Engineering, Ohio State University, Columbus 43210
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37
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Kleman GL, Chalmers JJ, Luli GW, Strohl WR. A predictive and feedback control algorithm maintains a constant glucose concentration in fed-batch fermentations. Appl Environ Microbiol 1991; 57:910-7. [PMID: 2059049 PMCID: PMC182821 DOI: 10.1128/aem.57.4.910-917.1991] [Citation(s) in RCA: 43] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
A combined predictive and feedback control algorithm based on measurements of the concentration of glucose on-line has been developed to control fed-batch fermentations of Escherichia coli. The predictive control algorithm was based on the on-line calculation of glucose demand by the culture and plotting a linear regression to the next datum point to obtain a predicted glucose demand. This provided a predictive "coarse" control for the glucose-based nutrient feed. A direct feedback control using a proportional controller, based on glucose measurements every 2 min, fine-tuned the feed rate. These combined control schemes were used to maintain glucose concentrations in fed-batch fermentations as tight as 0.49 +/- 0.04 g/liter during growth of E. coli to high cell densities.
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Affiliation(s)
- G L Kleman
- Department of Microbiology, Ohio State University, Columbus 43210
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38
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Abstract
A predictive and feedback proportional control algorithm, developed for fed-batch fermentations and described in a companion paper (G. L. Kleman, J. J. Chalmers, G. W. Luli, and W. R. Strohl, Appl. Environ. Microbiol. 57:910-917, 1991), was used in this work to control a continuous culture on the basis of the soluble-glucose concentration (called the glucose-stat). This glucose-controlled continuous-culture system was found to reach and maintain steady state for 11 to 24 residence times when four different background glucose concentrations (0.27, 0.50, 0.7, and 1.5 g/liter) were used. The predictive-plus-feedback control system yielded very tight control of the continuous nutristat cultures; glucose concentrations were maintained at the set points with less than 0.003 standard error. Acetate production by Escherichia coli B in glucose-stats was found not to be correlated with the level of steady-state soluble-glucose concentration.
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Affiliation(s)
- G L Kleman
- Department of Microbiology, Ohio State University, Columbus 43210
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Chalmers JJ, Kim E, Telford JN, Wong EY, Tacon WC, Shuler ML, Wilson DB. Effects of temperature on Escherichia coli overproducing beta-lactamase or human epidermal growth factor. Appl Environ Microbiol 1990; 56:104-11. [PMID: 2155574 PMCID: PMC183257 DOI: 10.1128/aem.56.1.104-111.1990] [Citation(s) in RCA: 63] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
The effects of temperature on strains of Escherichia coli which overproduce and excrete either beta-lactamase or human epidermal growth factor were investigated. E. coli RB791 cells containing plasmid pKN which has the tac promoter upstream of the gene for beta-lactamase were grown and induced with isopropyl-beta-D-thiogalactopyranoside in batch culture at 37, 30, 25, and 20 degrees C. The lower temperature greatly reduced the formation of periplasmic beta-lactamase inclusion bodies, increased significantly the total amount of beta-lactamase activity, and increased the purity of extracellular beta-lactamase from approximately 45 to 90%. Chemostat operation at 37 and 30 degrees C was difficult due to poor cell reproduction and beta-lactamase production. However, at 20 degrees C, continuous production and excretion of beta-lactamase were obtained for greater than 450 h (29 generations). When the same strain carried plasmid pCU encoding human epidermal growth factor, significant cell lysis was observed after induction at 31 and 37 degrees C, whereas little cell lysis was observed at 21 and 25 degrees C. Both total soluble and total human epidermal growth factor increased with decreasing temperature. These results indicate that some of the problems of instability of strains producing high levels of plasmid-encoded proteins can be mitigated by growth at lower temperatures. Further, lower temperatures can increase for at least some secreted proteins both total plasmid-encoded protein formed and the fraction that is soluble.
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Affiliation(s)
- J J Chalmers
- School of Chemical Engineering, Cornell University, Ithaca, New York 14853
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