1
|
Strayer J, Choe H, Wu X, Weigand M, Gómez-Pastora J, Zborowski M, Chalmers JJ. Measuring magnetic force field distributions in microfluidic devices: Experimental and numerical approaches. Electrophoresis 2024; 45:743-751. [PMID: 38041407 DOI: 10.1002/elps.202300093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [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: 04/28/2023] [Revised: 11/13/2023] [Accepted: 11/20/2023] [Indexed: 12/03/2023]
Abstract
Precisely and accurately determining the magnetic force and its spatial distribution in microfluidic devices is challenging. Typically, magnetic microfluidic devices are designed in a way to both maximize the force within the separation region and to minimize the necessity for knowing such details-such as designing magnetic geometries that create regions of nearly constant magnetic force or that dictate the behavior of the magnetic force to be highly predictable in a specified region. In this work, we present a method to determine the spatial distribution of the magnetic force field in a magnetic microfluidic device by particle tracking magnetophoresis. Polystyrene microparticles were suspended in a paramagnetic fluid, gadolinium, and this suspension was exposed to various magnetic field geometries. Polystyrene particle motion was tracked using a microscope and images processed using Fiji (ImageJ). From a sample with a large spatial distribution of particle tracks, the magnetic force field distribution was calculated. The force field distribution was fitted to nonlinear spatial distribution models. These experimental models are compared to and supported by 3D simulations of the magnetic force field in COMSOL.
Collapse
Affiliation(s)
- Jacob Strayer
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio, USA
| | - Hyeon Choe
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio, USA
| | - Xian Wu
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio, USA
| | - Mitchell Weigand
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio, USA
| | | | - Maciej Zborowski
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio, USA
| | - Jeffrey J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio, USA
| |
Collapse
|
2
|
Lu S, Allyn M, Weigand M, Chalmers JJ, Palmer AF. Tangential flow filtration facilitated washing of human red blood cells: A proof-of-concept study. Vox Sang 2022; 117:803-811. [PMID: 35262216 DOI: 10.1111/vox.13259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [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: 08/13/2021] [Revised: 01/14/2022] [Accepted: 01/27/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND AND OBJECTIVES Red blood cell (RBC) units in hypothermic storage degrade over time, commonly known as the RBC storage lesion. These older RBC units can cause adverse clinical effects when transfused, as older RBCs in the unit lyse and release cell-free haemoglobin (Hb), a potent vasodilator that can elicit vasoconstriction, systemic hypertension and oxidative tissue injury after transfusion. In this study, we examined a novel method of washing ex vivo stored single RBC units to remove accumulated cellular waste, specifically cell-free Hb, using tangential flow filtration (TFF) driven by a centrifugal pump. MATERIALS AND METHODS The TFF RBC washing system was run under hypothermic conditions at 4°C, at a constant system volume with 0.9 wt% saline as the wash solution. The RBC washing process was conducted on 10 separate RBC units. For this proof-of-concept study, RBC units were expired at the time of washing (60-70 days old). Cell-free Hb was quantified by UV-visible absorbance spectroscopy and analysed via the Winterbourn equations. Pre- and post-wash RBC samples were analysed by Hemox Analyser, Coulter counter and Brookfield rheometer. The RBC volume fraction in solution was measured throughout the wash process by standard haematocrit (HCT) analysis. RESULTS No substantial decrease in the HCT was observed during the TFF RBC washing process. However, there was a significant decrease in RBC concentration in the first half of the TFF RBC wash process, with no significant change in RBC concentration during the second half of the TFF cell wash process with an 87% overall cell recovery compared with the total number of cells before initiation of cell washing. Utilization of the extinction coefficients and characteristic peaks of each Hb species potentially present in solution was quantified by Winterbourn analysis on retentate and permeate samples for each diacycle to quantify Hb concentration during the washing process. Significant cell-free Hb reduction was observed within the first four diacycles with a starting cell-free Hb concentration in the RBC unit of 0.105 mM, which plateaus to a constant Hb concentration of 0.01 mM or a total extracellular Hb mass of 0.2 g in the resultant washed unit. The oxygen equilibrium curve showed a significant decrease in P50 between the initial and final RBC sample cell wash with an initial P50 of 15.6 ± 1.8 mm Hg and a final P50 of 14 ± 1.62 mm Hg. Cooperativity increased after washing from an initial Hill coefficient of 2.37 ± 0.19 compared with a final value of 2.52 ± 0.12. CONCLUSION Overall, this study investigated the proof-of-concept use of TFF for washing single RBC units with an emphasis on the removal of cell-free Hb from the unit. Compared with traditional cell washing procedures, the designed system was able to more efficiently remove extracellular Hb but resulted in longer wash times. For a more complete investigation of the TFF RBC washing process, further work should be done to investigate the effects of RBC unit storage after washing. The designed system is lightweight and transportable with the ability to maintain sterility between uses, providing a potential option for bedside ex vivo transfusion in clinical applications.
Collapse
Affiliation(s)
- Shuwei Lu
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio, USA
| | - Megan Allyn
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio, USA
| | - Mitchell Weigand
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio, USA
| | - Jeffrey J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio, USA
| | - Andre F Palmer
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio, USA
| |
Collapse
|
3
|
González-Fernández C, Gómez-Pastora J, Bringas E, Zborowski M, Chalmers JJ, Ortiz I. Recovery of Magnetic Catalysts: Advanced Design for Process Intensification. Ind Eng Chem Res 2021; 60:16780-16790. [PMID: 34866775 PMCID: PMC8630691 DOI: 10.1021/acs.iecr.1c03474] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Indexed: 11/28/2022]
Abstract
![]()
The design of microdevices
in which components with magnetic character
must be separated and recovered from reactive media benefits from
the advantages of microfluidics and meets the criteria for process
intensification; however, there are open questions, such as the design
of the most appropriate magnet arrangement, that need further research
in order to increase the magnetic gradient exerted on the particles.
Herein, we focus on the continuous recovery of magnetic microparticles,
that can be used as support to facilitate the recovery of biocatalysts
(magnetic microcatalysts, MMCs) from biological fluids. We analyze
and compare the performance of two typical magnetophoretic microdevices
for addressing bead recovery: (i) annular channels with a quadrupole
orientation of the permanent magnets (quadrupole magnetic sorter,
QMS) and (ii) the standard design, which consists of rectangular channels
with a single permanent magnet to generate the magnetic field. To
this end, an experimentally validated computational fluid dynamics
(CFD) numerical model has been employed. Our results reveal that for
devices with the same width and length, the micro-QMS, in comparison
to a rectangular channel, could accomplish the complete particle retrieval
while (i) processing more than 4 times higher fluid velocities, treating
more than 360 times higher flow rates or (ii) working with smaller
particles, thus reducing by 55% the particle mass. Additionally, the
parallel performance of ≈300 micro-QMSs fulfills the processing
of flow rates as high as 200 L·h–1 while entirely
capturing the magnetic beads. Thereby, this work shows the potential
of the QMS advanced design in the intensification of the recovery
of catalysts supports of magnetic character.
Collapse
Affiliation(s)
- Cristina González-Fernández
- Department of Chemical and Biomolecular Engineering, ETSIIT, University of Cantabria, Avda. Los Castros s/n, 39005 Santander, Spain
| | - Jenifer Gómez-Pastora
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 151 W. Woodruff Avenue, Columbus, Ohio 43210, United States
| | - Eugenio Bringas
- Department of Chemical and Biomolecular Engineering, ETSIIT, University of Cantabria, Avda. Los Castros s/n, 39005 Santander, Spain
| | - Maciej Zborowski
- Department of Biomedical Engineering Cleveland Clinic 9500 Euclid Avenue, Cleveland, Ohio 44195, United States
| | - Jeffrey J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 151 W. Woodruff Avenue, Columbus, Ohio 43210, United States
| | - Inmaculada Ortiz
- Department of Chemical and Biomolecular Engineering, ETSIIT, University of Cantabria, Avda. Los Castros s/n, 39005 Santander, Spain
| |
Collapse
|
4
|
Gómez-Pastora J, Kim J, Multanen V, Weigand M, Walters NA, Reátegui E, Palmer AF, Yazer MH, Zborowski M, Chalmers JJ. Intrinsically magnetic susceptibility in human blood and its potential impact on cell separation: Non-classical and intermediate monocytes have the strongest magnetic behavior in fresh human blood. Exp Hematol 2021; 99:21-31.e5. [PMID: 34015390 DOI: 10.1016/j.exphem.2021.05.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2021] [Revised: 05/10/2021] [Accepted: 05/11/2021] [Indexed: 11/28/2022]
Abstract
The presence of iron in circulating monocytes is well known as they play an essential role in iron recycling. It has been demonstrated that the iron content of blood cells can be measured through their magnetic behavior; however, the magnetic properties of different monocyte subtypes remain unknown. In this study we report, for the first time, the magnetic behavior of classical, intermediate and non-classical monocytes, which may be related to their iron storage capacity. The magnetic properties of monocytes were compared with those of other blood cells, such as lymphocytes and red blood cells in the oxyhemoglobin and methemoglobin states, and a cancer cell type. For this analysis, we used an instrument referred to as a Cell Tracking Velocimetry (CTV), which quantitatively characterizes the magnetic behavior of biological entities. Our results revealed that significant fractions of the intermediate and non-classical monocytes (up to 59% and 65% depending on the sample, respectively) have paramagnetic properties, suggesting their higher iron storage capacities. Moreover, our findings have implications for the immunomagnetic separation industry; we propose that negative magnetic isolation techniques for recovering monocytes from blood should be used with caution, as it is possible to lose magnetic monocytes when using this technique.
Collapse
Affiliation(s)
- Jenifer Gómez-Pastora
- William G. Lowrie Department of Chemical and Biomolecular Engineering, Ohio State University, Columbus, OH
| | - James Kim
- William G. Lowrie Department of Chemical and Biomolecular Engineering, Ohio State University, Columbus, OH
| | - Victor Multanen
- William G. Lowrie Department of Chemical and Biomolecular Engineering, Ohio State University, Columbus, OH
| | - Mitchell Weigand
- William G. Lowrie Department of Chemical and Biomolecular Engineering, Ohio State University, Columbus, OH
| | - Nicole A Walters
- William G. Lowrie Department of Chemical and Biomolecular Engineering, Ohio State University, Columbus, OH
| | - Eduardo Reátegui
- William G. Lowrie Department of Chemical and Biomolecular Engineering, Ohio State University, Columbus, OH
| | - Andre F Palmer
- William G. Lowrie Department of Chemical and Biomolecular Engineering, Ohio State University, Columbus, OH
| | - Mark H Yazer
- Department of Pathology, University of Pittsburgh, Pittsburgh, PA
| | - Maciej Zborowski
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, OH
| | - Jeffrey J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, Ohio State University, Columbus, OH.
| |
Collapse
|
5
|
Amiri Roodan V, Gómez-Pastora J, Karampelas IH, González-Fernández C, Bringas E, Ortiz I, Chalmers JJ, Furlani EP, Swihart MT. Formation and manipulation of ferrofluid droplets with magnetic fields in a microdevice: a numerical parametric study. Soft Matter 2020; 16:9506-9518. [PMID: 32966533 PMCID: PMC8256729 DOI: 10.1039/d0sm01426e] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [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
We present a numerical model that describes the microfluidic generation and manipulation of ferrofluid droplets under an external magnetic field. We developed a numerical Computational Fluid Dynamics (CFD) analysis for predicting and optimizing continuous flow generation and processing of ferrofluid droplets with and without the presence of a permanent magnet. More specifically, we explore the dynamics of oil-based ferrofluid droplets within an aqueous continuous phase under an external inhomogeneous magnetic field. The developed model determines the effect of the magnetic field on the droplet generation, which is carried out in a flow-focusing geometry, and its sorting in T-junction channels. Three-channel depths (25 μm, 30 μm, and 40 μm) were investigated to study droplet deformation under magnetic forces. Among the three, the 30 μm channel depth showed the most consistent droplet production for the studied range of flow rates. Ferrofluids with different loadings of magnetic nanoparticles were used to observe the behavior for different ratios of magnetic and hydrodynamic forces. Our results show that the effect of these factors on droplet size and generation rate can be tuned and optimized to produce consistent droplet generation and sorting. This approach involves fully coupled magnetic-fluid mechanics models and can predict critical details of the process including droplet size, shape, trajectory, dispensing rate, and the perturbation of the fluid co-flow for different flow rates. The model enables better understanding of the physical phenomena involved in continuous droplet processing and allows efficient parametric analysis and optimization.
Collapse
Affiliation(s)
- Venoos Amiri Roodan
- Department of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, New York 14260, USA.
| | - Jenifer Gómez-Pastora
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 315 Koffolt Laboratories, 151 West Woodruff Avenue, Columbus, Ohio 43210, USA
| | - Ioannis H Karampelas
- Department of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, New York 14260, USA.
| | - Cristina González-Fernández
- Department of Chemical and Biomolecular Engineering, ETSIIT, University of Cantabria, Avda. Los Castros s/n, 39005 Santander, Spain
| | - Eugenio Bringas
- Department of Chemical and Biomolecular Engineering, ETSIIT, University of Cantabria, Avda. Los Castros s/n, 39005 Santander, Spain
| | - Inmaculada Ortiz
- Department of Chemical and Biomolecular Engineering, ETSIIT, University of Cantabria, Avda. Los Castros s/n, 39005 Santander, Spain
| | - Jeffrey J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 315 Koffolt Laboratories, 151 West Woodruff Avenue, Columbus, Ohio 43210, USA
| | - Edward P Furlani
- Department of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, New York 14260, USA. and Department of Electrical Engineering, University at Buffalo, The State University of New York, Buffalo, New York 14260, USA
| | - Mark T Swihart
- Department of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, New York 14260, USA.
| |
Collapse
|
6
|
Gómez-Pastora J, Weigand M, Kim J, Wu X, Strayer J, Palmer AF, Zborowski M, Yazer M, Chalmers JJ. Hyperferritinemia in critically ill COVID-19 patients - Is ferritin the product of inflammation or a pathogenic mediator? Clin Chim Acta 2020; 509:249-251. [PMID: 32579952 PMCID: PMC7306200 DOI: 10.1016/j.cca.2020.06.033] [Citation(s) in RCA: 119] [Impact Index Per Article: 29.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 06/18/2020] [Indexed: 01/15/2023]
Affiliation(s)
- Jenifer Gómez-Pastora
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 151 West Woodruff Avenue, Columbus, OH 43210, United States
| | - Mitchell Weigand
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 151 West Woodruff Avenue, Columbus, OH 43210, United States
| | - James Kim
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 151 West Woodruff Avenue, Columbus, OH 43210, United States
| | - Xian Wu
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 151 West Woodruff Avenue, Columbus, OH 43210, United States
| | - Jacob Strayer
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 151 West Woodruff Avenue, Columbus, OH 43210, United States
| | - Andre F Palmer
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 151 West Woodruff Avenue, Columbus, OH 43210, United States
| | - Maciej Zborowski
- Department of Biomedical Engineering, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, United States
| | - Mark Yazer
- Department of Pathology, University of Pittsburgh, 3636 Blvd of the Allies, Pittsburgh, PA 15213, United States
| | - Jeffrey J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 151 West Woodruff Avenue, Columbus, OH 43210, United States.
| |
Collapse
|
7
|
Wesolowski R, Stover DG, Lustberg MB, Shoben A, Zhao M, Mrozek E, Layman RM, Macrae E, Duan W, Zhang J, Hall N, Wright CL, Gillespie S, Berger M, Chalmers JJ, Carey A, Balasubramanian P, Miller BL, Amaya P, Andreopoulou E, Sparano J, Shapiro CL, Villalona‐Calero MA, Geyer S, Chen A, Grever MR, Knopp MV, Ramaswamy B. Phase I Study of Veliparib on an Intermittent and Continuous Schedule in Combination with Carboplatin in Metastatic Breast Cancer: A Safety and [18F]-Fluorothymidine Positron Emission Tomography Biomarker Study. Oncologist 2020; 25:e1158-e1169. [PMID: 32452601 PMCID: PMC7418347 DOI: 10.1634/theoncologist.2020-0039] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Accepted: 05/14/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Poly(ADP-ribose) polymerase inhibitors (PARPis) are U.S. Food and Drug Administration (FDA) approved for treatment of BRCA-mutated metastatic breast cancer. Furthermore, the BROCADE studies demonstrated benefit of adding an oral PARPi, veliparib, to carboplatin and paclitaxel in patients with metastatic breast cancer harboring BRCA mutation. Given multiple possible dosing schedules and the potential benefit of this regimen for patients with defective DNA repair beyond BRCA, we sought to find the recommended phase II dose (RP2D) and schedule of veliparib in combination with carboplatin in patients with advanced breast cancer, either triple-negative (TNBC) or hormone receptor (HR)-positive, human epidermal growth receptor 2 (HER2) negative with defective Fanconi anemia (FA) DNA-repair pathway based on FA triple staining immunofluorescence assay. MATERIALS AND METHODS Patients received escalating doses of veliparib on a 7-, 14-, or 21-day schedule with carboplatin every 3 weeks. Patients underwent [18]fluoro-3'-deoxythymidine (18 FLT) positron emission tomography (PET) imaging. RESULTS Forty-four patients (39 TNBC, 5 HR positive/HER2 negative with a defective FA pathway) received a median of 5 cycles (range 1-36). Observed dose-limiting toxicities were grade (G) 4 thrombocytopenia (n = 4), G4 neutropenia (n = 1), and G3 akathisia (n = 1). Common grade 3-4 toxicities included thrombocytopenia, lymphopenia, neutropenia, anemia, and fatigue. Of the 43 patients evaluable for response, 18.6% achieved partial response and 48.8% had stable disease. Median progression-free survival was 18.3 weeks. RP2D of veliparib was established at 250 mg twice daily on days 1-21 along with carboplatin at area under the curve 5. Patients with partial response had a significant drop in maximum standard uptake value (SUVmax ) of target lesions between baseline and early in cycle 1 based on 18 FLT-PET (day 7-21; ptrend = .006). CONCLUSION The combination of continuous dosing of veliparib and every-3-week carboplatin demonstrated activity and an acceptable toxicity profile. Decrease in SUVmax on 18 FLT-PET scan during the first cycle of this therapy can identify patients who are likely to have a response. IMPLICATIONS FOR PRACTICE The BROCADE studies suggest that breast cancer patients with BRCA mutation benefit from addition of veliparib to carboplatin plus paclitaxel. This study demonstrates that a higher dose of veliparib is tolerable and active in combination with carboplatin alone. With growing interest in imaging-based early response assessment, the authors demonstrate that decrease in [18]fluoro-3'-deoxythymidine positron emission tomography (FLT-PET) SUVmax during cycle 1 of therapy is associated with response. Collectively, this study established a safety profile of veliparib and carboplatin in advanced breast cancer while also providing additional data on the potential for FLT-PET imaging modality in monitoring therapy response.
Collapse
Affiliation(s)
- Robert Wesolowski
- Stefanie Spielman Comprehensive Breast Center, The Ohio State UniversityColumbusOhioUSA
- The Ohio State University Comprehensive Cancer CenterColumbusOhioUSA
| | - Daniel G. Stover
- Stefanie Spielman Comprehensive Breast Center, The Ohio State UniversityColumbusOhioUSA
- The Ohio State University Comprehensive Cancer CenterColumbusOhioUSA
| | - Maryam B. Lustberg
- Stefanie Spielman Comprehensive Breast Center, The Ohio State UniversityColumbusOhioUSA
| | - Abigail Shoben
- The Ohio State University Comprehensive Cancer CenterColumbusOhioUSA
| | - Meng Zhao
- Stefanie Spielman Comprehensive Breast Center, The Ohio State UniversityColumbusOhioUSA
| | - Ewa Mrozek
- Mercy Health – St. Rita's Medical CenterLimaOhioUSA
| | | | | | - Wenrui Duan
- The Ohio State University Comprehensive Cancer CenterColumbusOhioUSA
| | - Jun Zhang
- The Ohio State University Comprehensive Cancer CenterColumbusOhioUSA
| | - Nathan Hall
- The Ohio State University Comprehensive Cancer CenterColumbusOhioUSA
| | | | - Susan Gillespie
- Stefanie Spielman Comprehensive Breast Center, The Ohio State UniversityColumbusOhioUSA
| | - Michael Berger
- Stefanie Spielman Comprehensive Breast Center, The Ohio State UniversityColumbusOhioUSA
| | | | - Alahdra Carey
- The Ohio State University Comprehensive Cancer CenterColumbusOhioUSA
| | | | - Brandon L. Miller
- The Ohio State University Comprehensive Cancer CenterColumbusOhioUSA
| | - Peter Amaya
- The Ohio State University Comprehensive Cancer CenterColumbusOhioUSA
| | | | - Joseph Sparano
- Montefiore Medical Center, Albert Einstein College of MedicineBronxNew YorkUSA
| | | | | | | | - Alice Chen
- National Cancer InstituteBethesdaMarylandUSA
| | - Michael R. Grever
- The Ohio State University Comprehensive Cancer CenterColumbusOhioUSA
| | - Michael V. Knopp
- The Ohio State University Comprehensive Cancer CenterColumbusOhioUSA
| | | |
Collapse
|
8
|
González Fernández C, Gómez Pastora J, Basauri A, Fallanza M, Bringas E, Chalmers JJ, Ortiz I. Continuous-Flow Separation of Magnetic Particles from Biofluids: How Does the Microdevice Geometry Determine the Separation Performance? Sensors (Basel) 2020; 20:E3030. [PMID: 32471054 PMCID: PMC7308945 DOI: 10.3390/s20113030] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Revised: 05/21/2020] [Accepted: 05/25/2020] [Indexed: 01/02/2023]
Abstract
The use of functionalized magnetic particles for the detection or separation of multiple chemicals and biomolecules from biofluids continues to attract significant attention. After their incubation with the targeted substances, the beads can be magnetically recovered to perform analysis or diagnostic tests. Particle recovery with permanent magnets in continuous-flow microdevices has gathered great attention in the last decade due to the multiple advantages of microfluidics. As such, great efforts have been made to determine the magnetic and fluidic conditions for achieving complete particle capture; however, less attention has been paid to the effect of the channel geometry on the system performance, although it is key for designing systems that simultaneously provide high particle recovery and flow rates. Herein, we address the optimization of Y-Y-shaped microchannels, where magnetic beads are separated from blood and collected into a buffer stream by applying an external magnetic field. The influence of several geometrical features (namely cross section shape, thickness, length, and volume) on both bead recovery and system throughput is studied. For that purpose, we employ an experimentally validated Computational Fluid Dynamics (CFD) numerical model that considers the dominant forces acting on the beads during separation. Our results indicate that rectangular, long devices display the best performance as they deliver high particle recovery and high throughput. Thus, this methodology could be applied to the rational design of lab-on-a-chip devices for any magnetically driven purification, enrichment or isolation.
Collapse
Affiliation(s)
- Cristina González Fernández
- Department of Chemical and Biomolecular Engineering, ETSIIT, University of Cantabria, Avda. Los Castros s/n, 39005 Santander, Spain; (C.G.F.); (A.B.); (M.F.); (E.B.)
| | - Jenifer Gómez Pastora
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 151 W. Woodruff Ave., Columbus, OH 43210, USA; (J.G.P.); (J.J.C.)
| | - Arantza Basauri
- Department of Chemical and Biomolecular Engineering, ETSIIT, University of Cantabria, Avda. Los Castros s/n, 39005 Santander, Spain; (C.G.F.); (A.B.); (M.F.); (E.B.)
| | - Marcos Fallanza
- Department of Chemical and Biomolecular Engineering, ETSIIT, University of Cantabria, Avda. Los Castros s/n, 39005 Santander, Spain; (C.G.F.); (A.B.); (M.F.); (E.B.)
| | - Eugenio Bringas
- Department of Chemical and Biomolecular Engineering, ETSIIT, University of Cantabria, Avda. Los Castros s/n, 39005 Santander, Spain; (C.G.F.); (A.B.); (M.F.); (E.B.)
| | - Jeffrey J. Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 151 W. Woodruff Ave., Columbus, OH 43210, USA; (J.G.P.); (J.J.C.)
| | - Inmaculada Ortiz
- Department of Chemical and Biomolecular Engineering, ETSIIT, University of Cantabria, Avda. Los Castros s/n, 39005 Santander, Spain; (C.G.F.); (A.B.); (M.F.); (E.B.)
| |
Collapse
|
9
|
Gómez-Pastora J, Wu X, Sundar N, Alawi J, Nabar G, Winter JO, Zborowski M, Chalmers JJ. Self-Assembly and sedimentation of 5 nm SPIONs using horizontal, high magnetic fields and gradients. Sep Purif Technol 2020; 248. [PMID: 32655283 DOI: 10.1016/j.seppur.2020.117012] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Superparamagnetic iron oxide nanoparticles (SPIONs) are employed in multiple applications, especially within medical and chemical engineering fields. However, their magnetic separation is very challenging as the magnetophoretic motion is hindered by thermal energy and viscous drag. Recent studies have addressed the recovery of SPIONs by a combination of cooperative magnetophoresis and sedimentation. Nevertheless, the effect of horizontal, high fields and gradients on the vertical sedimentation of SPIONs has not been described. In this work, we report, for the first time, the magnetically facilitated sedimentation of 5 nm particles by applying fields and gradients perpendicular to gravity. The magnetic field was generated by quadrupole magnetic sorters and the process was measured with time by tracking the concentration along the length of a channel contacting the 5 nm SPIONs within the quadrupole field. Our experimental data suggest that aggregates of 60-90 particles are formed in the system; thus, particle agglomeration by dipole-dipole interactions was promoted, and these clusters settled down as a result of gravitational forces. Multiple variables and parameters were evaluated, including the initial SPION concentration, the temperature, the magnetic field and gradient and operation time. It was found that the process was improved by decreasing the initial concentration and the temperature, but the magnitude of the magnetic field and gradient did not significantly affect the sedimentation. Finally, the separation process was rapid, with the systems reaching the equilibrium in approximately 20 minutes, which is a significant advantage in comparison to other systems that require longer times and larger particle sizes.
Collapse
Affiliation(s)
- Jenifer Gómez-Pastora
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 320 Koffolt Laboratories, 151 West Woodruff Avenue, Columbus, OH 43210, USA
| | - Xian Wu
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 320 Koffolt Laboratories, 151 West Woodruff Avenue, Columbus, OH 43210, USA
| | - Neeraja Sundar
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 320 Koffolt Laboratories, 151 West Woodruff Avenue, Columbus, OH 43210, USA
| | - Jamal Alawi
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 320 Koffolt Laboratories, 151 West Woodruff Avenue, Columbus, OH 43210, USA
| | - Gauri Nabar
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 320 Koffolt Laboratories, 151 West Woodruff Avenue, Columbus, OH 43210, USA
| | - Jessica O Winter
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 320 Koffolt Laboratories, 151 West Woodruff Avenue, Columbus, OH 43210, USA
| | - Maciej Zborowski
- Department of Biomedical Engineering, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, USA
| | - Jeffrey J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 320 Koffolt Laboratories, 151 West Woodruff Avenue, Columbus, OH 43210, USA
| |
Collapse
|
10
|
Kim J, Gómez-Pastora J, Gilbert CJ, Weigand M, Walters NA, Reátegui E, Palmer AF, Yazer M, Zborowski M, Chalmers JJ. Quantification of the Mean and Distribution of Hemoglobin Content in Normal Human Blood Using Cell Tracking Velocimetry. Anal Chem 2020; 92:1956-1962. [PMID: 31874030 DOI: 10.1021/acs.analchem.9b04302] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The current clinical method for detecting anemia focuses on measuring the concentration of hemoglobin (Hb) in blood. However, recent developments in particle tracking algorithms and the understanding of the relationship between Hb and magnetism has enabled the quantitative measurement of the Hb content in a single red blood cell, RBC, based on magnetophoretic mobility. To further explore this relationship, 22 human blood samples obtained from 17 healthy volunteers were analyzed by the cell tracking velocimetry system, and the calculated Hb concentration from these measurements was compared to the values measured by UV-visible spectrophotometry, the standard method for measuring Hb in clinical laboratories. The results show close correlations between the mean of the spectrophotometric and magnetophoretic methods; however, single cell analysis with the magnetophoretic mobility method allows further elucidation of the distribution of Hb concentration within RBCs from a donor sample to be determined. Histograms of these magnetophoretic mobility distributions indicate that the fraction of RBCs that are below the bulk Hb concentration that defines anemia varies not only from donor to donor but also in the same donor over time. Consistent with a variable fraction below the anemic Hb concentration, the distribution around the mean has a large range. Previous studies have indicated that RBCs lose Hb during ex vivo storage; however, it is not known if this variability in the distribution of Hb content is a function of the age of the RBCs in a donor, suggesting a variable rate in RBC production between donors, or variability in available iron at the time of RBC formation. We suggest our cell tracking velocimetry system can reveal more information regarding this matter.
Collapse
Affiliation(s)
- James Kim
- William G. Lowrie Department of Chemical and Biomolecular Engineering , The Ohio State University , 315 Koffolt Laboratories, 151 West Woodruff Avenue , Columbus , Ohio 43210 , United States
| | - Jenifer Gómez-Pastora
- William G. Lowrie Department of Chemical and Biomolecular Engineering , The Ohio State University , 315 Koffolt Laboratories, 151 West Woodruff Avenue , Columbus , Ohio 43210 , United States
| | - Christopher J Gilbert
- Ohio State Biochemistry Program , Biological Sciences Building, 484 West 12th Avenue , Columbus , Ohio 43210 , United States
| | - Mitchell Weigand
- William G. Lowrie Department of Chemical and Biomolecular Engineering , The Ohio State University , 315 Koffolt Laboratories, 151 West Woodruff Avenue , Columbus , Ohio 43210 , United States
| | - Nicole A Walters
- William G. Lowrie Department of Chemical and Biomolecular Engineering , The Ohio State University , 315 Koffolt Laboratories, 151 West Woodruff Avenue , Columbus , Ohio 43210 , United States
| | - Eduardo Reátegui
- William G. Lowrie Department of Chemical and Biomolecular Engineering , The Ohio State University , 315 Koffolt Laboratories, 151 West Woodruff Avenue , Columbus , Ohio 43210 , United States
| | - Andre F Palmer
- William G. Lowrie Department of Chemical and Biomolecular Engineering , The Ohio State University , 315 Koffolt Laboratories, 151 West Woodruff Avenue , Columbus , Ohio 43210 , United States
| | - Mark Yazer
- Department of Pathology , University of Pittsburgh , 3636 Blvd. of the Allies , Pittsburgh , Pennsylvania 15213 , United States
| | - Maciej Zborowski
- Department of Biomedical Engineering , Cleveland Clinic , 9500 Euclid Avenue , Cleveland , Ohio 44195 , United States
| | - Jeffrey J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering , The Ohio State University , 315 Koffolt Laboratories, 151 West Woodruff Avenue , Columbus , Ohio 43210 , United States
| |
Collapse
|
11
|
Mahajan KD, Ruan G, Vieira G, Porter T, Chalmers JJ, Sooryakumar R, Winter JO. Biomolecular detection, tracking, and manipulation using a magnetic nanoparticle-quantum dot platform. J Mater Chem B 2020; 8:3534-3541. [DOI: 10.1039/c9tb02481f] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Fluorescent and magnetic materials play a significant role in biosensor technology, enabling sensitive quantification and separations with applications in diagnostics, purification, quality control, and therapeutics.
Collapse
Affiliation(s)
- Kalpesh D. Mahajan
- William G. Lowrie Department of Chemical and Biomolecular Engineering
- The Ohio State University
- Columbus
- USA
| | - Gang Ruan
- William G. Lowrie Department of Chemical and Biomolecular Engineering
- The Ohio State University
- Columbus
- USA
- Department of Biomedical Engineering
| | - Greg Vieira
- Department of Physics
- The Ohio State University
- Columbus
- USA
- Department of Physics
| | - Thomas Porter
- William G. Lowrie Department of Chemical and Biomolecular Engineering
- The Ohio State University
- Columbus
- USA
| | - Jeffrey J. Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering
- The Ohio State University
- Columbus
- USA
| | - R. Sooryakumar
- Department of Physics
- The Ohio State University
- Columbus
- USA
| | - Jessica O. Winter
- William G. Lowrie Department of Chemical and Biomolecular Engineering
- The Ohio State University
- Columbus
- USA
- Department of Biomedical Engineering
| |
Collapse
|
12
|
Park KJJ, Kim J, Testoff T, Adams J, Poklar M, Zborowski M, Venere M, Chalmers JJ. Quantitative characterization of the regulation of iron metabolism in glioblastoma stem-like cells using magnetophoresis. Biotechnol Bioeng 2019; 116:1644-1655. [PMID: 30906984 DOI: 10.1002/bit.26973] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [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: 01/15/2019] [Revised: 03/15/2019] [Accepted: 03/21/2019] [Indexed: 01/10/2023]
Abstract
This study focuses on different iron regulation mechanisms of glioblastoma (GBM) cancer stem-like cells (CSCs) and non-stem tumor cells (NSTCs) using multiple approaches: cell viability, density, and magnetophoresis. GBM CSCs and NSTCs were exposed to elevated iron concentration, and their magnetic susceptibility was measured using single cell magnetophoresis (SCM), which tracks the magnetic and settling velocities of thousands of individual cells passing through the magnetic field with a constant energy gradient. Our results consistently demonstrate that GBM NSTCs have higher magnetic susceptibility distribution at increased iron concentration compared with CSCs, and we speculate that it is because CSCs have the ability to store a high amount of iron in ferritin, whereas the free iron ions inside the NSTCs lead to higher magnetic susceptibility and reduced cell viability and growth. Further, their difference in magnetic susceptibility has led us to pursue a separate experiment using a quadrupole magnetic separator (QMS), a novel microfluidic device that uses a concentric channel and permanent magnets in a special configuration to separate samples based on their magnetic susceptibilities. GBM CSCs and NSTCs were exposed to elevated iron concentration, stained with two different trackers, mixed and introduced into QMS; subsequently, the separated fractions were analyzed by fluorescent microscopy. The separation results portray a successful label-less magnetic separation of the two populations.
Collapse
Affiliation(s)
- Kyoung-Joo J Park
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio
| | - James Kim
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio
| | - Thomas Testoff
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio
| | - Joseph Adams
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio
| | - Miranda Poklar
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio
| | - Maciej Zborowski
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio
| | - Monica Venere
- Department of Radiation Oncology and the Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio
| | - Jeffrey J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio
| |
Collapse
|
13
|
Kim J, Gómez-Pastora J, Weigand M, Potgieter M, A Walters N, Reátegui E, F Palmer A, Yazer M, Zborowski M, Chalmers JJ. A Subpopulation of Monocytes in Normal Human Blood Has Significant Magnetic Susceptibility: Quantification and Potential Implications. Cytometry A 2019; 95:478-487. [PMID: 30958642 DOI: 10.1002/cyto.a.23755] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [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: 01/29/2019] [Revised: 03/18/2019] [Accepted: 03/20/2019] [Indexed: 12/19/2022]
Abstract
The presence of iron in circulating monocytes is well known as they play essential roles in iron recycling. Also, the storage of this metal as well as its incorrect uptake and/or release are important data to diagnose different pathologies. It has been demonstrated that iron storage in human blood cells can be measured through their magnetic behavior with high accuracy; however, the magnetic characteristics of monocytes have not been reported so far to the best of our knowledge. Therefore, in this work, we report, for the first time, the physical and magnetic properties of human monocytes, along with plasma platelets, oxyhemoglobin red blood cells (oxyHb-RBCs), and methemoglobin red blood cells (metHb-RBCs). The different cell populations were separated by Ficoll-density gradient centrifugation, followed by a flow sorting step to isolate monocytes from peripheral blood mononuclear cells. The different fractions were analyzed by Coulter Counter (for determining the size distribution and concentration) and the sorted monocytes were qualitatively analyzed on ImageStream, a state-of-the-art imaging cytometer. The analysis of the Coulter Counter and ImageStream data suggests that although there exists contamination in the monocyte fraction, the integrity of the sorted monocytes appears to be intact and the concentration was high enough to precisely measure their magnetic velocity by Cell Tracking Velocimetry. Surprisingly, monocytes reported the highest magnetic mobility from the four fractions under analysis, with an average magnetic velocity 7.8 times higher than MetHb-RBCs, which is the only type of cells with positive magnetic velocities. This value is equivalent to a susceptibility 2.5 times higher than the value reported by fresh MetHb-RBCs. It should be noted that this is the first study that reports that a subpopulation of human monocytes is much more magnetic than MetHb-RBCs, opening the door to the possible isolation of human monocytes by label-free magnetic techniques. Further, it is suggested that these magnetic monocytes could "contaminate" positively selected, immunomagnetically labeled blood cells (i.e., during a process using magnetically conjugated antibodies targeting cells, such as CD34 positive cells). Conversely, these magnetic monocytes could be inadvertently removed from a desired blood population when one is using a negative magnetic isolation technique to target cells for removal. © 2019 International Society for Advancement of Cytometry.
Collapse
Affiliation(s)
- James Kim
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio
| | - Jenifer Gómez-Pastora
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio
| | - Mitchell Weigand
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio
| | - Marnie Potgieter
- Center for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria, South Africa
| | - Nicole A Walters
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio
| | - Eduardo Reátegui
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio
| | - Andre F Palmer
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, 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 Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio
| |
Collapse
|
14
|
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.
Collapse
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
| |
Collapse
|
15
|
Kim J, Weigand M, Palmer AF, Zborowski M, Yazer MH, Chalmers JJ. Single cell analysis of aged RBCs: quantitative analysis of the aged cells and byproducts. Analyst 2019; 144:935-942. [PMID: 30617361 PMCID: PMC6506859 DOI: 10.1039/c8an01904e] [Citation(s) in RCA: 6] [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: 01/06/2023]
Abstract
This study initially focused on characterizing the aging process of red blood cells by correlating the loss of hemoglobin and the translocation of phosphatidylserine (PS) in expired human red blood cells, hRBCs. Five pre-storage, leukoreduced hRBC units in AS-5 solution were stored between 1 and 6 °C for 42 days. Aliquots from each of these units were stained with Annexin-V FLUOS, which binds to externalized PS, and the hemoglobin within the cells was placed in a methemoglobin state with sodium nitrite, metHb. These aliquots were subsequently sorted into four sub-populations, ranging from no PS expression to high PS expression using a BD FACS ARIAIII. Each of these sub-fractions were introduced into the cell tracking velocimetry apparatus which measured both the magnetically-induced and the gravity-induced velocity. Subsequently, the samples were removed from the cell tracking velocimetry instrument and characterized using the Multisizer 4e Coulter Counter. From the magnetically-induced velocity, the amount of hemoglobin, in pg Hb per cell can be determined, and using an average value of the density of RBCs, the size can be determined. For the PS negative sub-fraction of RBCs, the size of the RBC was as expected but the average hemoglobin, Hb, content was below the threshold which defines anemia. In contrast, unexpected results were observed with the various levels of expression of PS. First, virtually all of the PS expressing cells were significantly smaller, on the order of 1 micron, than a normal RBC after 42 days of storage; yet the density of these small cells/microvesicles was such that they had settling velocities similar to normal-sized RBCs. Further, while the total amount of Hb per small cell/microvesicle was only approximately 25% of the full-sized RBCs, the volume of these small cells/microvesicles is only 1/200 of the PS negative RBCs. This suggests that these PS expressing cells are shrunken RBCs, or shrunken microvesicles from RBCs that concentrated the Hb internally. These results suggest not only a relationship between the loss of hemoglobin and the amount of PS exposed on the cellular outer wall, but also a mechanism by which these aged RBCs break down. It is not known at this time whether this is an artifact of storage or similar mechanisms occur in circulation within the human body.
Collapse
Affiliation(s)
- James Kim
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 320 Koffolt Laboratories, 151 West Woodruff Avenue, Columbus, OH 43210, USA.
| | | | | | | | | | | |
Collapse
|
16
|
Sun J, Moore L, Xue W, Kim J, Zborowski M, Chalmers JJ. Correlation of simulation/finite element analysis to the separation of intrinsically magnetic spores and red blood cells using a microfluidic magnetic deposition system. Biotechnol Bioeng 2018; 115:1288-1300. [PMID: 29337367 PMCID: PMC6338348 DOI: 10.1002/bit.26550] [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] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2017] [Revised: 11/11/2017] [Accepted: 01/09/2018] [Indexed: 01/08/2023]
Abstract
Magnetic separation of cells has been, and continues to be, widely used in a variety of applications, ranging from healthcare diagnostics to detection of food contamination. Typically, these technologies require cells labeled with antibody magnetic particle conjugate and a high magnetic energy gradient created in the flow containing the labeled cells (i.e., a column packed with magnetically inducible material), or dense packing of magnetic particles next to the flow cell. Such designs, while creating high magnetic energy gradients, are not amenable to easy, highly detailed, mathematic characterization. Our laboratories have been characterizing and developing analysis and separation technology that can be used on intrinsically magnetic cells or spores which are typically orders of magnitude weaker than typically immunomagnetically labeled cells. One such separation system is magnetic deposition microscopy (MDM) which not only separates cells, but deposits them in specific locations on slides for further microscopic analysis. In this study, the MDM system has been further characterized, using finite element and computational fluid mechanics software, and separation performance predicted, using a model which combines: 1) the distribution of the intrinsic magnetophoretic mobility of the cells (spores); 2) the fluid flow within the separation device; and 3) accurate maps of the values of the magnetic field (max 2.27 T), and magnetic energy gradient (max of 4.41 T2 /mm) within the system. Guided by this model, experimental studies indicated that greater than 95% of the intrinsically magnetic Bacillus spores can be separated with the MDM system. Further, this model allows analysis of cell trajectories which can assist in the design of higher throughput systems.
Collapse
Affiliation(s)
- Jianxin Sun
- William G. Lowrie Department of Chemical and Biomolecular Engineering Director, Analytical Cytometry Shared Resource, The OSU Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio
| | - Lee Moore
- Department of Biomedical Engineering Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | - Wei Xue
- William G. Lowrie Department of Chemical and Biomolecular Engineering Director, Analytical Cytometry Shared Resource, The OSU Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio
| | - James Kim
- William G. Lowrie Department of Chemical and Biomolecular Engineering Director, Analytical Cytometry Shared Resource, The OSU Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio
| | - Maciej Zborowski
- Department of Biomedical Engineering Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | - Jeffrey J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering Director, Analytical Cytometry Shared Resource, The OSU Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio
| |
Collapse
|
17
|
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.
Collapse
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
| |
Collapse
|
18
|
Mahajan KD, Cui Y, Dorcéna CJ, Bouxsien NF, Bachand GD, Chalmers JJ, Winter JO. Magnetic Quantum Dots Steer and Detach Microtubules From Kinesin-Coated Surfaces. Biotechnol J 2017; 13. [PMID: 28941258 DOI: 10.1002/biot.201700402] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [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: 06/01/2017] [Revised: 09/03/2017] [Indexed: 11/07/2022]
Abstract
The microtubule (MT)-kinesin system has been extensively studied because of its role in cellular processes, as well as its potential use for controllably transporting objects at the nanoscale. Thus, there is substantial interest in methods to evaluate MT properties, including bending radius and the binding energy of kinesin motor proteins to MT tracks. Current methods to identify these properties include optical tweezers, microfluidic devices, and magnetic fields. Here, the use of magnetic quantum dots (i.e., MagDots) is evaluated as a method to study MT-kinesin interactions via applied magnetic forces. Magnetic fields are generated using a magnetic needle whose field gradient is quantified by finite element modeling (FEM). Magnetic force is applied to MagDot-labeled MTs and demonstrated sufficient to steer and detach MTs from kinesin-coated surfaces. Taking advantage of the dual-functionality of MagDots, the magnetic force experienced by a single MagDot and the number of MagDots on MTs are determined. The total force exerted on MTs by MagDots is estimated to be ≈0.94-2.47 pN. This approach could potentially be used to interrogate MT properties and MT-kinesin interactions, enhancing our biological understanding of this system and enabling further development of MT shuttles for nanotransport.
Collapse
Affiliation(s)
- Kalpesh D Mahajan
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, OH, USA
| | - Yixiao Cui
- Department of Biomedical Engineering, The Ohio State University, Columbus, OH, USA
| | - C Jenny Dorcéna
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, OH, USA
| | - Nathan F Bouxsien
- Center for Integrated Nanotechnologies, Sandia National Laboratories, Albuquerque, NM, USA
| | - George D Bachand
- Center for Integrated Nanotechnologies, Sandia National Laboratories, Albuquerque, NM, USA
| | - Jeffrey J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, OH, USA
| | - Jessica O Winter
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, OH, USA.,Department of Biomedical Engineering, The Ohio State University, Columbus, OH, USA
| |
Collapse
|
19
|
Mahajan KD, Nabar GM, Xue W, Anghelina M, Moldovan NI, Chalmers JJ, Winter JO. Mechanotransduction Effects on Endothelial Cell Proliferation via CD31 and VEGFR2: Implications for Immunomagnetic Separation. Biotechnol J 2017; 12. [PMID: 28731527 DOI: 10.1002/biot.201600750] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [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: 12/29/2016] [Revised: 07/09/2017] [Indexed: 12/21/2022]
Abstract
Immunomagnetic separation is used to isolate circulating endothelial cells (ECs) and endothelial progenitor cells (EPCs) for diagnostics and tissue engineering. However, potentially detrimental changes in cell properties have been observed post-separation. Here, the effect of mechanical force, which is naturally applied during immunomagnetic separation, on proliferation of human umbilical vein endothelial cells (HUVEC), kinase insert domain-positive receptor (KDR) cells, and peripheral blood mononuclear cells (PBMCs). Cells are exposed to CD31 or Vascular Endothelial Growth Factor Receptor-2 (VEGFR2) targeted MACSi beads at varying bead to cell ratios and compared to free antibody and unconjugated beads. A vertical magnetic gradient is applied to static 2D cultures, and a magnetic cell sorter is used to analyze cells in dynamic flow. No significant difference in EC proliferation is observed for controls or VEGFR2-targeting beads, whereas CD31-conjugated beads increase proliferation in a dose dependent manner in static 2-D cultures. This effect occurs in the absence of magnetic field, but is more pronounced with magnetic force. After flow sorting, similar increases in proliferation are seen for CD31 targeting beads. Thus, the effects of targeting antibody and magnetic force applied should be considered when designing immunomagnetic separation protocols for ECs.
Collapse
Affiliation(s)
- Kalpesh D Mahajan
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, USA
| | - Gauri M Nabar
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, USA
| | - Wei Xue
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, USA
| | - Mirela Anghelina
- Department of Internal Medicine, Division of Hematology, The Ohio State University, Columbus, OH, USA
| | - Nicanor I Moldovan
- Departments of Biomedical Engineering & Ophthalmology, Indiana University-Purdue University, CIndianapolis, IN, USA
| | - Jeffrey J Chalmers
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, USA
| | - Jessica O Winter
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, USA.,Department of Biomedical Engineering, The Ohio State University, Columbus, OH, USA
| |
Collapse
|
20
|
Sizemore ST, Sizemore GM, Shakya R, Amaya P, Hammer AM, Rice AH, Chalmers JJ, Ostrowski MC, Chakravarti A. Abstract 1354: The role of RALA in soft tissue sarcoma tumor growth and metastasis. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-1354] [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
Soft tissue sarcomas (STS) are a diverse collection of cancers of mesenchymal origin arising from the connective and supportive tissues of the body. While localized STS are well managed by surgery and radiation; metastasis, particularly to the lung, is frequent. More than 30% of adult STS patients develop lung metastases and the 5-year survival for these patients is a dismal 16%. Treatment options for metastatic STS are limited, thus there is an urgent unmet need for a better understanding of the key molecular pathways that drive metastatic spread in STS and identification of inhibitors of these pathways for clinical application. Through analysis of gene expression data from metastatic STS patient samples, we identified decreased expression of PPP2R1B as a hallmark of metastatic STS. To directly test its function as a suppressor of tumor growth and metastasis in STS, PPP2R1B was stably over-expressed in HT1080 cells, a model of metastatic STS. PPP2R1B expression almost completely abolished HT1080 tumor growth in nude mice. PPP2R1B is a subunit of the PP2A protein phosphatase complex that negatively regulates numerous cancer signaling pathways. However, the functional consequences of decreased PPP2R1B expression in STS are unknown. A combination of high-throughput and targeted approaches were utilized to identify 37 phosphoproteins that are significantly dephosphorylated following PPP2R1B expression in HT1080 cells. One of these phosphoproteins, the small GTPase RALA, exhibited decreased phosphorylation on Ser194 following PPP2R1B expression. RALA is significantly prognostic of STS metastasis and is elevated in more aggressive STS subtypes relative to less aggressive subtypes and normal tissue. RALA knockdown in HT1080 significantly slowed tumor growth and decreased the incidence of pulmonary metastasis, mirroring PPP2R1B overexpression. Importantly, RALA is an actionable therapeutic target for improved treatment of STS. Aurora A inhibitors indirectly inhibit RALA function by preventing RALA Ser194 phosphorylation by aurora A. We found that RALA expression and activity predicted response of STS cell lines to aurora A inhibition. Excitingly, the aurora A inhibitor alisertib nearly eradicated growth of HT1080 tumors in vivo. Exploration of the biological mechanisms through which RALA regulates STS metastasis identified regulation of vesicular traffic as a likely critical function of RALA in this process. These findings identify PPP2R1B, RALA, and aurora A as members of a key molecular pathway that drives STS progression and advocate the use of treatments targeting this pathway to improve outcome for STS patients with advanced disease.
Citation Format: Steven T. Sizemore, Gina M. Sizemore, Reena Shakya, Peter Amaya, Anisha M. Hammer, Alexander H. Rice, Jeffrey J. Chalmers, Michael C. Ostrowski, Arnab Chakravarti. The role of RALA in soft tissue sarcoma tumor growth and metastasis [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 1354. doi:10.1158/1538-7445.AM2017-1354
Collapse
|
21
|
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.
Collapse
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
| |
Collapse
|
22
|
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.
Collapse
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
| |
Collapse
|
23
|
Miller B, Lustberg M, Summers TA, Chalmers JJ. Multispectral Imaging Analysis of Circulating Tumor Cells in Negatively Enriched Peripheral Blood Samples. Methods Mol Biol 2017; 1634:219-234. [PMID: 28819855 DOI: 10.1007/978-1-4939-7144-2_19] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
A variety of biomarkers are present on cells in peripheral blood of patients with a variety of disorders, including solid tumor malignancies. While rare, characterization of these cells for specific protein levels with the advanced technology proposed, will lead to future validation studies of blood samples as "liquid biopsies" for the evaluation of disease status and therapeutic response. While circulating tumor cells (CTCs) have been isolated in the blood samples of patients with solid tumors, the exact role of CTCs as clinically useful predictive markers is still debated. Current commercial technology has significant bias in that a positive selection technology is used that preassumes specific cell surface markers (such as EpCAM) are present on CTCs. However, CTCs with low EpCAM expression have been experimentally demonstrated to be more likely to be missed by this method. In contrast, this application uses a previously developed, technology that performs a purely negative enrichment methodology on peripheral blood, yielding highly enriched blood samples that contain CTCs as well as other, undefined cell types. The focus of this contribution is the use of multispectral imaging of epifluorescent, microscopic images of these enriched cells in order to help develop clinically relevant liquid biopsies from peripheral blood samples.
Collapse
Affiliation(s)
- Brandon Miller
- William G. Lowrie Department of Chemical and Biomolecular Engineering, Ohio State University, 151 W. Woodruff Ave., Columbus, OH, 43210, USA
| | - Maryam Lustberg
- Stefanie Spielman Comprehensive Breast Center Wexner Medical Center, Ohio State University (OSU), Columbus, OH, 43210, USA
| | - Thomas A Summers
- Department of Pathology and Laboratory Services Walter Reed National Military Medical Center, Bethesda, MD, 20889, USA
| | - Jeffrey J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, Ohio State University, 151 W. Woodruff Ave., Columbus, OH, 43210, USA.
| |
Collapse
|
24
|
|
25
|
McMullen KP, Chalmers JJ, Lang JC, Kumar P, Jatana KR. Circulating tumor cells in head and neck cancer: A review. World J Otorhinolaryngol Head Neck Surg 2016; 2:109-116. [PMID: 29204555 PMCID: PMC5698518 DOI: 10.1016/j.wjorl.2016.05.003] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2016] [Accepted: 05/12/2016] [Indexed: 11/25/2022] Open
Abstract
Carcinoma of the head and neck represents 3.5% of all cancers, and the vast majority of these tumors are squamous cell carcinoma (HNSCC). With a stable overall survival rate of 50% among all stages, there is continued interested in developing measures for early detection and disease aggressiveness. Circulating tumor cells (CTCs) have been identified as a potential marker for early metastatic disease, response to treatment, and surveillance in head and neck squamous cell carcinoma. In this article, techniques of CTC detection, applications of CTC technology, and outcomes of HNSCC patients will be discussed.
Collapse
Affiliation(s)
- Kyle P McMullen
- Department of Otolaryngology-Head and Neck Surgery, Wexner Medical Center at Ohio State University, Columbus, OH, USA
| | - Jeffrey J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, Ohio State University, Columbus, OH, USA
| | - Jas C Lang
- Department of Otolaryngology-Head and Neck Surgery, Wexner Medical Center at Ohio State University, Columbus, OH, USA
| | - Pawan Kumar
- Department of Otolaryngology-Head and Neck Surgery, Wexner Medical Center at Ohio State University, Columbus, OH, USA
| | - Kris R Jatana
- Department of Otolaryngology-Head and Neck Surgery, Wexner Medical Center at Ohio State University, Columbus, OH, USA.,Department of Pediatric Otolaryngology-Head & Neck Surgery, Nationwide Children's Hospital, Columbus, OH, USA
| |
Collapse
|
26
|
Oliveira-Costa JP, de Carvalho AF, da Silveira DGG, Amaya P, Wu Y, Park KJJ, Gigliola MP, Lustberg M, Buim MEC, Ferreira EN, Kowalski LP, Chalmers JJ, Soares FA, Carraro DM, Ribeiro-Silva A. Gene expression patterns through oral squamous cell carcinoma development: PD-L1 expression in primary tumor and circulating tumor cells. Oncotarget 2016; 6:20902-20. [PMID: 26041877 PMCID: PMC4673238 DOI: 10.18632/oncotarget.3939] [Citation(s) in RCA: 84] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2015] [Accepted: 05/05/2015] [Indexed: 01/07/2023] Open
Abstract
Oral squamous cell carcinoma (OSCC) is the most common tumor of the oral cavity and has been associated with poor prognosis. Scarce prognostic markers are available for guiding treatment and/or sub-classifying patients. This study aims to identify biomarkers by searching for genes whose expression is increased or decreased during tumor progression (through T1 to T4 stages). Thirty-six samples from all tumor size stages (from T1 to T4) were analyzed using cDNA microarrays. Selected targets were analyzed by immunohistochemistry and in circulating tumor cells by immunofluorescence and Nanostring. Correlation was shown between PD-L1 and tumor size and lymph node metastasis, HOXB9 and tumor size, BLNK and perineural invasion, and between ZNF813 and perineural invasion. PD-L1 positivity was an independent prognostic factor in this cohort (p = 0.044, HH = 0.426). In CTCs from patients with locally advanced OSCC, we found a strong cytoplasmatic expression of PD-L1. PD-L1 is a ligand of PD-1 and is believed to limit T cell activity in inflammatory responses and limit autoimmune diseases. We demonstrated an important role for PD-L1 in primary tumors according to tumor size, and in disease specific survival. Therefore, we could further determine individuals with PD-L1+ CTCs, and possibly follow treatment using CTCs.
Collapse
Affiliation(s)
- Joao Paulo Oliveira-Costa
- Department of Pathology, Ribeirao Preto School of Medicine, University of Sao Paulo, Ribeirao Preto, Brazil
| | - Alex Fiorini de Carvalho
- Laboratory of Genomics and Molecular Biology, CIPE, A.C. Camargo Cancer Center, Sao Paulo, Brazil
| | | | - Peter Amaya
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, OH, USA
| | - Yongqi Wu
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, OH, USA
| | - Kyoung-Joo Jenny Park
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, OH, USA
| | - Mabel Pinilla Gigliola
- Laboratory of Genomics and Molecular Biology, CIPE, A.C. Camargo Cancer Center, Sao Paulo, Brazil
| | - Maryam Lustberg
- Stefanie Spielman Comprehensive Breast Center, Wexner Medical Center, The Ohio State University, Columbus, OH, USA
| | | | | | - Luiz Paulo Kowalski
- Department of Head and Neck Surgery and Otorhinolaryngology, A.C. Camargo Cancer Center, Sao Paulo, Brazil
| | - Jeffrey J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, OH, USA
| | | | - Dirce Maria Carraro
- Laboratory of Genomics and Molecular Biology, CIPE, A.C. Camargo Cancer Center, Sao Paulo, Brazil
| | - Alfredo Ribeiro-Silva
- Department of Pathology, Ribeirao Preto School of Medicine, University of Sao Paulo, Ribeirao Preto, Brazil
| |
Collapse
|
27
|
Jatana KR, Balasubramanian P, McMullen KP, Lang JC, Teknos TN, Chalmers JJ. Effect of surgical intervention on circulating tumor cells in patients with squamous cell carcinoma of the head and neck using a negative enrichment technology. Head Neck 2016; 38:1799-1803. [PMID: 27265898 DOI: 10.1002/hed.24519] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [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: 10/14/2015] [Revised: 02/29/2016] [Accepted: 05/05/2016] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND The purpose of this study was to investigate the impact of surgical intervention on detection of circulating tumor cells (CTCs) in patients with squamous cell carcinoma of the head and neck (SCCHN.) METHODS: We utilized a negative depletion technique to identify cytokeratin (CK)-positive CTCs. The numbers of CTCs immediately before and after surgical resection were compared. RESULTS Seventy-six blood samples from 38 patients with SCCHN were examined. Seventy-nine percent of the patients had CTCs detected before and after surgery. A total of 7.89% had no CTCs before surgery, yet had CTCs identified after surgery. Overall, 60.5% of patients had an increased number of CTCs/mL after surgery with a mean increase of 6.63-fold. A statistically significant increase in CTCs was seen after surgery (p = .02). CONCLUSION The timing of sample collection in patients with SCCHN who have surgical intervention can potentially impact the number of CTCs identified. © 2016 Wiley Periodicals, Inc. Head Neck 38: 1799-1803, 2016.
Collapse
Affiliation(s)
- Kris R Jatana
- Department of Pediatric Otolaryngology - Head and Neck Surgery, Nationwide Children's Hospital, Columbus, Ohio
- Department of Otolaryngology - Head and Neck Surgery, Wexner Medical Center at Ohio State University, Columbus, Ohio
| | - Priya Balasubramanian
- William G. Lowrie Department of Chemical and Biomolecular Engineering, Ohio State University, Columbus, Ohio
| | - Kyle P McMullen
- Department of Otolaryngology - Head and Neck Surgery, Wexner Medical Center at Ohio State University, Columbus, Ohio
| | - Jas C Lang
- Department of Otolaryngology - Head and Neck Surgery, Wexner Medical Center at Ohio State University, Columbus, Ohio
| | - Theodoros N Teknos
- Department of Otolaryngology - Head and Neck Surgery, Wexner Medical Center at Ohio State University, Columbus, Ohio
| | - Jeffrey J Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, Ohio State University, Columbus, Ohio
| |
Collapse
|
28
|
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.
Collapse
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.
| |
Collapse
|
29
|
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.
Collapse
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
| |
Collapse
|
30
|
Chalmers JJ. Mixing, aeration and cell damage, 30+ years later: what we learned, how it affected the cell culture industry and what we would like to know more about. Curr Opin Chem Eng 2015. [DOI: 10.1016/j.coche.2015.09.005] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
|
31
|
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.
Collapse
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
| | | | | |
Collapse
|
32
|
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.
Collapse
Affiliation(s)
- Michael Barrow
- Department of Chemistry, University of Liverpool, Liverpool, UK.
| | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
33
|
Wesolowski R, Zhao M, Geyer SM, Lustberg MB, Mrozek E, Layman RM, Macrae EM, Zhang J, Hall N, Schregel K, Ottman S, Camp A, Chalmers JJ, Andreopoulou E, Villalona-Calero MA, Shapiro CL, Knopp MV, Grever MR, Ramaswamy B. Phase I trial of the PARP inhibitor veliparib (V) in combination with carboplatin (C) in metastatic breast cancer (MBC). J Clin Oncol 2014. [DOI: 10.1200/jco.2014.32.15_suppl.1074] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
| | | | | | - Maryam B. Lustberg
- The Breast Program, The Ohio State University Comprehensive Cancer Center and the Stefanie Spielman Comprehensive Breast Center, Columbus, OH
| | - Ewa Mrozek
- The Ohio State University Comprehensive Cancer Center - Arthur G. James Cancer Hospital and Richard J. Solove Research Institute, Columbus, OH
| | | | - Erin Macrae Macrae
- The Stefanie Spielman Comprehensive Breast Center, Ohio State University Wexner Medical Center, Columbus, OH
| | - Jun Zhang
- The Ohio State University, Columbus, OH
| | | | | | - Susan Ottman
- The Breast Program, The Ohio State University Comprehensive Cancer Center and the Stefanie Spielman Comprehensive Breast Center, Columbus, OH
| | - Andrea Camp
- The Breast Program, The Ohio State University Comprehensive Cancer Center and the Stefanie Spielman Comprehensive Breast Center, Columbus, OH
| | | | - Eleni Andreopoulou
- Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, NY
| | | | | | | | | | | |
Collapse
|
34
|
Lustberg MB, Balasubramanian P, Miller B, Garcia-Villa A, Deighan C, Wu Y, Carothers S, Berger M, Ramaswamy B, Macrae ER, Wesolowski R, Layman RM, Mrozek E, Pan X, Summers TA, Shapiro CL, Chalmers JJ. Heterogeneous atypical cell populations are present in blood of metastatic breast cancer patients. Breast Cancer Res 2014; 16:R23. [PMID: 24602188 PMCID: PMC4053256 DOI: 10.1186/bcr3622] [Citation(s) in RCA: 76] [Impact Index Per Article: 7.6] [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: 04/11/2013] [Accepted: 02/10/2014] [Indexed: 01/03/2023] Open
Abstract
INTRODUCTION Circulating tumor cells (CTCs) are commonly isolated from the blood by targeting the epithelial cell adhesion molecule (EpCAM) through positive selection. However, EpCAM can be downregulated during metastatic progression, or it can be initially not present. We designed the present prospective trial to characterize CTCs as well as other circulating cell populations in blood samples from women with metastatic breast cancer without EpCAM-dependent enrichment and/or isolation technology. METHODS A total of 32 patients with metastatic breast cancer were enrolled, and blood samples were processed using a previously described negative depletion immunomagnetic methodology. Samples from healthy volunteers were run as controls (n = 5). Multistep sequential labeling was performed to label and fix cell-surface markers followed by permeabilization for cytokeratins (CK) 8, 18 and 19. Multiparametric flow cytometry (FCM) analysis was conducted using a BD LSR II flow cytometer or a BD FACSAria II or FACSAria III cell sorter. Immunocytochemical staining on postenrichment specimens for DAPI, EpCAM, CD45, CK, epidermal growth factor receptor and vimentin was performed. Expression of these markers was visualized using confocal microscopy (CM). RESULTS CD45-negative/CK-positive (CD45- CK+) populations with EpCAM + and EpCAM - expression were identified with both FCM and CM from the negatively enriched patient samples. In addition, EpCAM + and EpCAM - populations that were CK + and coexpressing the pan-hematopoietic marker CD45 were also noted. There were more CK + EpCAM - events/ml than CK + EpCAM + events/ml in both the CD45- and CD45+ fractions (both statistically significant at P ≤ 0.0005). The number of CK + CD45- and CK + CD45+ events per milliliter in blood samples (regardless of EpCAM status) was higher in patient samples than in normal control samples (P ≤ 0.0005 and P ≤ 0.026, respectively). Further, a significant fraction of the CK + CD45+ events also expressed CD68, a marker associated with tumor-associated macrophages. Higher levels of CD45-CK + EpCAM - were associated with worse overall survival (P = 0.0292). CONCLUSIONS Metastatic breast cancer patients have atypical cells that are CK + EpCAM - circulating in their blood. Because a substantial number of these patients do not have EpCAM + CTCs, additional studies are needed to evaluate the role of EpCAM - circulating cells as a prognostic and predictive marker.
Collapse
MESH Headings
- Adult
- Aged
- Antigens, CD/blood
- Antigens, CD/metabolism
- Antigens, Differentiation, Myelomonocytic/blood
- Antigens, Differentiation, Myelomonocytic/metabolism
- Antigens, Neoplasm/blood
- Antigens, Neoplasm/metabolism
- Biomarkers, Tumor/blood
- Biomarkers, Tumor/metabolism
- Breast Neoplasms/blood
- Breast Neoplasms/metabolism
- Breast Neoplasms/pathology
- Cell Adhesion Molecules/blood
- Cell Adhesion Molecules/metabolism
- Cell Line, Tumor
- Epithelial Cell Adhesion Molecule
- ErbB Receptors/blood
- ErbB Receptors/metabolism
- Female
- Flow Cytometry
- Humans
- Immunohistochemistry
- Keratin-18/blood
- Keratin-18/metabolism
- Keratin-19/blood
- Keratin-19/metabolism
- Keratin-8/blood
- Keratin-8/metabolism
- Leukocyte Common Antigens/blood
- Leukocyte Common Antigens/metabolism
- MCF-7 Cells
- Microscopy, Confocal
- Middle Aged
- Neoplasm Metastasis
- Neoplastic Cells, Circulating/metabolism
- Prognosis
- Prospective Studies
- Vimentin/blood
- Vimentin/metabolism
Collapse
Affiliation(s)
- Maryam B Lustberg
- Stefanie Spielman Comprehensive Breast Center, Wexner Medical Center, The Ohio State University, 1145 Olentangy River Road, Columbus, OH 43212, USA
- The Breast Cancer Research Program, The Ohio State University Comprehensive Cancer Center–Arthur G James Cancer Hospital and Solove Research Institute, 300 W 10th Avenue, Columbus, OH 43210, USA
| | - Priya Balasubramanian
- William G Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 125A Koffolt Laboratories, 140 W 19th Ave, Columbus, OH 43210, USA
| | - Brandon Miller
- William G Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 125A Koffolt Laboratories, 140 W 19th Ave, Columbus, OH 43210, USA
| | - Alejandra Garcia-Villa
- William G Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 125A Koffolt Laboratories, 140 W 19th Ave, Columbus, OH 43210, USA
| | - Clayton Deighan
- William G Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 125A Koffolt Laboratories, 140 W 19th Ave, Columbus, OH 43210, USA
| | - Yongqi Wu
- William G Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 125A Koffolt Laboratories, 140 W 19th Ave, Columbus, OH 43210, USA
| | - Sarah Carothers
- Stefanie Spielman Comprehensive Breast Center, Wexner Medical Center, The Ohio State University, 1145 Olentangy River Road, Columbus, OH 43212, USA
- The Breast Cancer Research Program, The Ohio State University Comprehensive Cancer Center–Arthur G James Cancer Hospital and Solove Research Institute, 300 W 10th Avenue, Columbus, OH 43210, USA
| | - Michael Berger
- Stefanie Spielman Comprehensive Breast Center, Wexner Medical Center, The Ohio State University, 1145 Olentangy River Road, Columbus, OH 43212, USA
- The Breast Cancer Research Program, The Ohio State University Comprehensive Cancer Center–Arthur G James Cancer Hospital and Solove Research Institute, 300 W 10th Avenue, Columbus, OH 43210, USA
| | - Bhuvaneswari Ramaswamy
- Stefanie Spielman Comprehensive Breast Center, Wexner Medical Center, The Ohio State University, 1145 Olentangy River Road, Columbus, OH 43212, USA
- The Breast Cancer Research Program, The Ohio State University Comprehensive Cancer Center–Arthur G James Cancer Hospital and Solove Research Institute, 300 W 10th Avenue, Columbus, OH 43210, USA
| | - Erin R Macrae
- Stefanie Spielman Comprehensive Breast Center, Wexner Medical Center, The Ohio State University, 1145 Olentangy River Road, Columbus, OH 43212, USA
- The Breast Cancer Research Program, The Ohio State University Comprehensive Cancer Center–Arthur G James Cancer Hospital and Solove Research Institute, 300 W 10th Avenue, Columbus, OH 43210, USA
| | - Robert Wesolowski
- Stefanie Spielman Comprehensive Breast Center, Wexner Medical Center, The Ohio State University, 1145 Olentangy River Road, Columbus, OH 43212, USA
- The Breast Cancer Research Program, The Ohio State University Comprehensive Cancer Center–Arthur G James Cancer Hospital and Solove Research Institute, 300 W 10th Avenue, Columbus, OH 43210, USA
| | - Rachel M Layman
- Stefanie Spielman Comprehensive Breast Center, Wexner Medical Center, The Ohio State University, 1145 Olentangy River Road, Columbus, OH 43212, USA
- The Breast Cancer Research Program, The Ohio State University Comprehensive Cancer Center–Arthur G James Cancer Hospital and Solove Research Institute, 300 W 10th Avenue, Columbus, OH 43210, USA
| | - Ewa Mrozek
- Stefanie Spielman Comprehensive Breast Center, Wexner Medical Center, The Ohio State University, 1145 Olentangy River Road, Columbus, OH 43212, USA
- The Breast Cancer Research Program, The Ohio State University Comprehensive Cancer Center–Arthur G James Cancer Hospital and Solove Research Institute, 300 W 10th Avenue, Columbus, OH 43210, USA
| | - Xueliang Pan
- Center for Biostatistics, The Ohio State University, 2012 Kenny Road, Columbus, OH 43221, USA
| | - Thomas A Summers
- Department of Pathology and Laboratory Services, Walter Reed National Military Medical Center, 8901 Rockville Pike, Bethesda, MD 20889, USA
| | - Charles L Shapiro
- Stefanie Spielman Comprehensive Breast Center, Wexner Medical Center, The Ohio State University, 1145 Olentangy River Road, Columbus, OH 43212, USA
- The Breast Cancer Research Program, The Ohio State University Comprehensive Cancer Center–Arthur G James Cancer Hospital and Solove Research Institute, 300 W 10th Avenue, Columbus, OH 43210, USA
| | - Jeffrey J Chalmers
- William G Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 125A Koffolt Laboratories, 140 W 19th Ave, Columbus, OH 43210, USA
| |
Collapse
|
35
|
Wu Y, Deighan CJ, Miller BL, Balasubramanian P, Lustberg MB, Zborowski M, Chalmers JJ. Isolation and analysis of rare cells in the blood of cancer patients using a negative depletion methodology. Methods 2013; 64:169-82. [PMID: 24056212 PMCID: PMC3874448 DOI: 10.1016/j.ymeth.2013.09.006] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [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: 04/05/2013] [Revised: 08/29/2013] [Accepted: 09/04/2013] [Indexed: 12/20/2022] Open
Abstract
A variety of enrichment/isolation technologies exist for the characterization of rare cells in the blood of cancer patients. In this article, a negative depletion process is presented and discussed which consists of red blood cell (RBC) lysis and the subsequent removal of CD45 expressing cells through immunomagnetic depletion. Using this optimized assembly on 120 whole blood specimens, from 71 metastatic breast cancer patients, after RBC lysis, the average nucleated cell log depletion was 2.56 with a 77% recovery of the nucleated cells. The necessity of exploring different anti-CD45 antibody clones to label CD45 expressing cells in this enrichment scheme is also presented and discussed. An optimized, four-color immunofluorescence staining is conducted on the cells retained after the CD45-based immunomagnetic depletion process. Different types of rare non-hematopoietic cells are found in these enriched peripheral blood samples and a wide range of external and internal markers have been characterized, which demonstrates the range and heterogeneity of the rare cells.
Collapse
Affiliation(s)
- Yongqi Wu
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, OH 43210, United States
| | - Clayton J. Deighan
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, OH 43210, United States
| | - Brandon L. Miller
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, OH 43210, United States
| | - Priya Balasubramanian
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, OH 43210, United States
| | - Maryam B. Lustberg
- Stefanie Spielman Comprehensive Breast Center, Wexner Medical Center, The Ohio State University, Columbus, OH 43210, United States
| | - Maciej Zborowski
- Department of Biomedical Engineering, The Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, United States
| | - Jeffrey J. Chalmers
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, OH 43210, United States
- Analytical Cytometry Shared Resource, The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, United States
| |
Collapse
|
36
|
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.
Collapse
Affiliation(s)
- Lee R Moore
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH, 44195, USA
| | | | | | | | | | | |
Collapse
|
37
|
Ramaswamy B, Zhang J, Hall N, Schregel K, Lustberg MB, Wesolowski R, Mrozek E, Layman RM, Olson EM, Ottman S, Camp A, Chalmers JJ, Geyer SM, Villalona-Calero MA, Shapiro CL, Grever MR, Knopp MV. NCI 8609: Interim fluoro-3’-deoxythymidine (FLT) PET imaging findings from the phase I trial of PARP inhibitor veliparib (V) and carboplatin (C) in advanced breast cancer. J Clin Oncol 2013. [DOI: 10.1200/jco.2013.31.15_suppl.1023] [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: 11/20/2022] Open
Abstract
1023 Background: We are currently conducting a phase I trial of PARP inhibitor, V on an intermittent (7 or 14 day) or continuous (21 day) schedule in combination with C in patients (pts) with advanced breast cancer. We are using FLT PET/CT sequentially to assess DNA damage induced by varying dose schedules of PARP inhibitor, where uptake of FLT depends on the proliferation rate of the tumor. Methods: Eligible pts received C-AUC 5 Q 3weeks (except dose level 1-AUC 6) plus escalating doses of V, BID on 7, 14, or 21-day schedules based on a standard 3+3 dose escalation design. We performed FLT PET/CT at baseline, cycle 1 day 7 and 14 and after cycle 3. Lesions were track-matched with the FDG PET/CT and semi-quantitatively assessed using 2D ROI placement in a matched, blinded fashion. Results: 38 pts have been accrued to 7 dose levels and FLT-PET imaging was successfully obtained in all pts with the proliferative whole body mapping revealing expected bone-marrow, liver and RESuptake. FLT-PET uptake showed a significant (p < 0.001) decrease between baseline and day 7 (N = 25) with an overall trend to rebound nearly to baseline at day 14 for pts that did not show a significant decrease in FLT uptake reduction after cycle 3. The 14-day (n = 15) dosing schedule resulted in more pronounced day 14 reduction in FLT uptake when compared to those on the 7-day (n = 7) schedule. A FLT rebound to baseline level appeared to be associated with limited therapy response. There were no reported toxicities from FLT imaging. Conclusions: FLT-PET was consistently obtained with excellent whole body quality. All lesions revealed a FLT (proliferation) uptake that was different from the FDG (metabolism) uptake. FLT uptake indicated an initial reduction of proliferation at day 7, followed by a rebound at day 21 in all patients on the 7 or 14 day schema. The trial protocol was therefore amended to include a 21 day schema which is currently still ongoing. FLT appears to be a promising in-vivo imaging marker that may serve as a guiding tool to optimize dosing schema in addition to assessing/ predicting overall response. Study support- U01 CA076576 /Wright Center of Innovation ODSA TECH09-028. Clinical trial information: NCT01251874.
Collapse
Affiliation(s)
- Bhuvaneswari Ramaswamy
- The Breast Program, The Ohio State University Comprehensive Cancer Center and the Stefanie Spielman Comprehensive Breast Center, Columbus, OH
| | - Jun Zhang
- The Ohio State University, Columbus, OH
| | - Nathan Hall
- The Ohio State University College of Medicine, Columbus, OH
| | | | - Maryam B. Lustberg
- The Breast Program, The Ohio State University Comprehensive Cancer Center and the Stefanie Spielman Comprehensive Breast Center, Columbus, OH
| | - Robert Wesolowski
- The Breast Program, The Ohio State University Comprehensive Cancer Center and the Stefanie Spielman Comprehensive Breast Center, Columbus, OH
| | - Ewa Mrozek
- The Breast Program, The Ohio State University Comprehensive Cancer Center and the Stefanie Spielman Comprehensive Breast Center, Columbus, OH
| | - Rachel M. Layman
- The Breast Program, The Ohio State University Comprehensive Cancer Center and the Stefanie Spielman Comprehensive Breast Center, Columbus, OH
| | - Erin Macrae Olson
- The Breast Program, The Ohio State University Comprehensive Cancer Center and the Stefanie Spielman Comprehensive Breast Center, Columbus, OH
| | - Susan Ottman
- The Breast Program, The Ohio State University Comprehensive Cancer Center and the Stefanie Spielman Comprehensive Breast Center, Columbus, OH
| | - Andrea Camp
- The Breast Program, The Ohio State University Comprehensive Cancer Center and the Stefanie Spielman Comprehensive Breast Center, Columbus, OH
| | | | | | | | - Charles L. Shapiro
- The Breast Program, The Ohio State University Comprehensive Cancer Center and the Stefanie Spielman Comprehensive Breast Center, Columbus, OH
| | | | | |
Collapse
|
38
|
Chen A, Byvank T, Chang WJ, Bharde A, Vieira G, Miller B, Chalmers JJ, Bashir R, Sooryakumar R. On-chip magnetic separation and encapsulation of cells in droplets. Lab Chip 2013; 13:1172-81. [PMID: 23370785 PMCID: PMC4176703 DOI: 10.1039/c2lc41201b] [Citation(s) in RCA: 26] [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] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Single cell study is gaining importance because of the cell-to-cell variation that exists within cell population, even after significant initial sorting. Analysis of such variation at the gene expression level could impact single cell functional genomics, cancer, stem-cell research, and drug screening. The on-chip monitoring of individual cells in an isolated environment would prevent cross-contamination, provide high recovery yield, and enable study of biological traits at a single cell level. These advantages of on-chip biological experiments is a significant improvement for a myriad of cell analyses methods, compared to conventional methods, which require bulk samples and provide only averaged information on cell structure and function. We report on a device that integrates a mobile magnetic trap array with microfluidic technology to provide the possibility of separation of immunomagnetically labeled cells and their encapsulation with reagents into picoliter droplets for single cell analysis. The simultaneous reagent delivery and compartmentalization of the cells immediately following sorting are all performed seamlessly within the same chip. These steps offer unique advantages such as the ability to capture cell traits as originated from its native environment, reduced chance of contamination, minimal use of the reagents, and tunable encapsulation characteristics independent of the input flow. Preliminary assay on cell viability demonstrates the potential for the device to be integrated with other up- or downstream on-chip modules to become a powerful single-cell analysis tool.
Collapse
Affiliation(s)
- Aaron Chen
- Department of Physics, The Ohio State University, Columbus, Ohio, 43210, USA.
| | - Tom Byvank
- Department of Physics, The Ohio State University, Columbus, Ohio, 43210, USA.
| | - Woo-Jin Chang
- Department of Mechanical Engineering, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin, 53201, USA
| | - Atul Bharde
- Department of Physics, The Ohio State University, Columbus, Ohio, 43210, USA.
| | - Greg Vieira
- Department of Physics, The Ohio State University, Columbus, Ohio, 43210, USA.
| | - Brandon Miller
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio, 43210, USA
| | - Jeffrey J. Chalmers
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio, 43210, USA
| | - Rashid Bashir
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, 61801, USA
| | | |
Collapse
|
39
|
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.
Collapse
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
| |
Collapse
|
40
|
Mahajan KD, Vieira GB, Ruan G, Miller BL, Lustberg MB, Chalmers JJ, Sooryakumar R, Winter JO. A MagDot-Nanoconveyor Assay Detects and Isolates Molecular Biomarkers. Chem Eng Prog 2012; 108:41-46. [PMID: 25580052 PMCID: PMC4286893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
The ability to quickly analyze, separate, and manipulate multiple types of biomarkers from small sample volumes is a significant step toward personalized medicine.
Collapse
|
41
|
Xu J, Mahajan K, Xue W, Winter JO, Zborowski M, Chalmers JJ. Simultaneous, single particle, magnetization and size measurements of micron sized, magnetic particles. J Magn Magn Mater 2012; 324:4189-4199. [PMID: 22962515 PMCID: PMC3433070 DOI: 10.1016/j.jmmm.2012.07.039] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Single particle magnetization and size measurements of micron and nano sized, magnetic particles were made using a previously described device referred to as Cell Tracking Velocimetry, CTV. Three types of commercially available, and commonly used, magnetic particles were studied in this report. While the CTV instrument provides individual particles measurements, the average magnetization and size measurements were found to have reasonable agreements with reported values from instruments which measure bulk values. In addition, the CTV instrument, using electromagnets, can also determine magnetization curves, which also proved to have reasonable agreement with other published studies. Given that magnetic separation and analysis technology is dependent on the quality of the magnetic particles used, studies such as this one using CTV provide not only average data, but also provides information with respect to the distribution of the properties such as magnetization and size. For example, the spread of the data in magnetic and settling velocities were found to be predominately due to the size distribution of the analyzed particles.
Collapse
Affiliation(s)
- Jie Xu
- William G Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 140 W. 19th Avenue, Columbus, OH 43210
| | | | | | | | | | | |
Collapse
|
42
|
Garcia-Villa A, Balasubramanian P, Miller BL, Lustberg MB, Ramaswamy B, Chalmers JJ. Assessment of γ-H2AX levels in circulating tumor cells from patients receiving chemotherapy. Front Oncol 2012; 2:128. [PMID: 23112954 PMCID: PMC3480704 DOI: 10.3389/fonc.2012.00128] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2012] [Accepted: 09/12/2012] [Indexed: 11/13/2022] Open
Abstract
Circulating tumor cells (CTCs) are prognostic markers in a variety of solid tumor malignancies. The potential of CTCs to be used as a “liquid biopsy” to monitor a patient’s condition and predict drug response and resistance is currently under investigation. Using a negative depletion, enrichment methodology, CTCs isolated from the peripheral blood of breast cancer patients with stage IV breast cancer undergoing DNA damaging therapy with platinum-based therapy were enriched. The enriched cell suspensions were stained with an optimized labeling protocol targeting: nuclei, cytokeratins 8, 18, and 19, the surface marker CD45, and the presence of the protein γ-H2AX. As a direct or indirect result of platinum therapy, double-strand break of DNA initiates phosphorylation of the histone H2AX, at serine 139; this phosphorylated form is referred to as γ-H2AX. In addition to γ-H2AX staining in specific locations with the cell nuclei, consistent with previous reports and referred to as foci, more general staining in the cell cytoplasm was also observed in some cells suggesting the potential of cell apoptosis. Our study underscores the utility and the complexity of investigating CTCs as predictive markers of response to various therapies. Additional studies are ongoing to evaluate the diverse γ-H2AX staining patterns we report here which needs to be further correlated with patient outcomes.
Collapse
Affiliation(s)
- Alejandra Garcia-Villa
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University Columbus, OH, USA
| | | | | | | | | | | |
Collapse
|
43
|
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.
Collapse
Affiliation(s)
- R V Venkat
- Department of Chemical Engineering, The Ohio State University, 140 W. 19th Avenue, Columbus, Ohio 43210-1180
| | | | | |
Collapse
|
44
|
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.
Collapse
Affiliation(s)
- K Trinh
- Department of Chemical Engineering, The Ohio State University, 140 W. 19th Avenue, Columbus, Ohio 43210
| | | | | | | |
Collapse
|
45
|
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.
Collapse
Affiliation(s)
- D Chattopadhyay
- Department of Chemical Engineering, The Ohio State University, 140 West 19th Avenue, Columbus, Ohio 43210
| | | | | |
Collapse
|
46
|
Lustberg MB, Miller BL, Wu Y, Xue W, Deighan C, Carothers S, Berger MJ, Shapiro CL, Chalmers JJ. Circulating CD68 positive (+) leukocytes in blood samples from patients (pts) with breast cancer (BC). J Clin Oncol 2012. [DOI: 10.1200/jco.2012.30.27_suppl.172] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
172 Background: Several different CD45 + leukocyte populations are present in primary breast tumors and stroma (Coussens et al, 2011). These include CD4+/CD8+ T cells and myeloid derived cells such tumor associated macrophages/monocytes (TAMs). TAMs are under investigation as prognostic and predictive markers during chemotherapy (CX). The detection of TAMs has been restricted thus far to tumor tissue. We hypothesized that we can detect changes in CD45+ leukocyte populations in blood samples obtained before and during CX from pts with early and advanced BC. Methods: Venous blood samples from BC patients were collected, and were either directly analyzed or further processed using previously described immunomagnetic negative depletion. Multistep, sequential labeling was performed to first label and fix cell surface markers followed by permeablization for cytokeratins, before and after negative depletion, followed by multiparameter flow cytometry analysis for the following basic markers: CD45, cytokeratins, and EpCAM, and for a subset of patients additional markers including: CD13, CD14, CD68, and CD133. Results: Forty blood samples were analyzed and study is ongoing. Different CD45+ subpopulations were observed in peripheral blood including: a) CD45+, CK+, CD68 negative (-), b) CD45+, CK+, CD68+, c) CD45+, CK+, CD68+, CD14+, and CD16+. In addition, there was a trend in increasing CD 68+ leukocytes after 1 cycle of CX in pts with poor response to therapy or progression of disease. No abnormal cell subpopulations were present blood samples from healthy volunteers. Conclusions: This is the first study to report various peripheral blood leukocyte populations in BC that are similar to those observed in primary breast tumor stroma. The precise origin of these CD45 + cells is under investigation, including additional phenotypic characterization for TAMs. Results will be correlated to patient stage, tumor subtype and response to therapy.
Collapse
Affiliation(s)
- Maryam B. Lustberg
- The Breast Program, Ohio State University Comprehensive Cancer Center and the Stefanie Spielman Comprehensive Breast Center, Columbus, OH
| | | | - Yongqi Wu
- The Ohio State University, Columbus, OH
| | - Wei Xue
- The Ohio State University, Columbus, OH
| | | | | | | | - Charles L. Shapiro
- The Breast Program, Ohio State University Comprehensive Cancer Center, Columbus, OH
| | | |
Collapse
|
47
|
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.
Collapse
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
| |
Collapse
|
48
|
Miller BL, Deighan C, Chalmers JJ, Lustberg MB. Development of automated quantitative multiparameter immunocytochemical profiling of circulating tumor cells (CTCs) in breast cancer (BC). J Clin Oncol 2012. [DOI: 10.1200/jco.2012.30.15_suppl.e21124] [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: 11/20/2022] Open
Abstract
e21124 Background: The currently accepted definition of a CTC is a nucleated cell that is positive by qualitative fluorescence for EpCAM, expresses cytokeratin, and is negative for the pan-hematopoietic marker CD45. Such approach has limitations such as operator bias, difficulty distinguishing true signal from autofluoresence or filter bleed-through, and most importantly, it cannot differentiate expression levels that are low, intermediate or high. This is a problem because CTCs are in fact heterogeneous with respect to phenotypic expression of various markers. Methods: Peripheral blood samples were subjected to our previously described, negative depletion technology. Cytospins of enriched samples were stained with 3 to 5 antibodies conjugated to various Alexa Fluor dyes plus a nuclear dye and then analyzed with both confocal microscopy and a traditional epifluorescence microscope equipped with a Nuance (CRi) multispectral imaging camera and associated software. This imaging system allows not only fluorescent signals to be quantified between specific excitation and emission filters, but also the spectral structure between these boundaries through the use of a liquid crystal that takes images in as little as 10nm increments. Such imaging allows spectra from specific dyes to identify from the contributions of other dyes, filter leakage, and auto fluorescence. Results: Using this technology, and appropriate controls, we are developing continuous variable quantification of the expression of: cytokeratins, vimentin, CD45, Her2, CD44, EpCAM and EGFR in negatively enriched, peripheral blood samples from metastatic breast cancer patients. To date, over 10 metastatic patient samples have been quantified and the study is ongoing. Initial quantification indicates that significant variability in expression levels exists in multiple markers including Her2 neu. Conclusions: Using multispectral technology, we have shown that CTCs are heterogeneous, with different CTCs having varying expression levels of EpCAM, HER2 neu, vimentin and EGFR. Further multiparameter quantitative characterization with up to 6 color analysis on the same cell is in progress.
Collapse
Affiliation(s)
| | | | | | - Maryam B. Lustberg
- The Breast Program OSU Comprehensive Cancer Center and the Stefanie Spielman Comprehensive Breast Center, Columbus, OH
| |
Collapse
|
49
|
Abstract
Cell motion in a magnetic field reveals the presence of intracellular paramagnetic elements, such as iron or manganese. Under controlled field and liquid media composition, such motion previously allowed us to compare the paramagnetic contribution to cell magnetic susceptibility in erythrocytes differing in the spin state of heme associated with hemoglobin. The method is now tested on cells with less obvious paramagnetic properties: cell cultures derived from human cancers to determine if the magnetophoretic mobility (MM) measurement is sufficiently sensitive to the dysregulation of the intracellular iron metabolism as suggested by reports on loss of iron homeostasis in cancer. The cell lines included hepatocellular carcinoma (Hep 3B 2.1-7 and Hep G2), promyelocytic (HL-60) and chronic myelogenous (K-562) leukemias, histiocytic lymphoma (U-937), tongue (CAL 27) and pharyngeal (Detroit 562) carcinomas, and epitheloid carcinoma (HeLa), whose MM was measured in complete media with standard and elevated soluble iron (ferric nitrate and ferric ammonium citrate), against oxy- and met-hemoglobin erythrocytes used as controls. Different cell lines responded differently to the magnetic field and the soluble iron concentrations in culture media establishing the possibility of single cell elemental analysis by magnetophoresis and magnetic cell separation based upon differences in intracellular iron concentration.
Collapse
Affiliation(s)
- Xiaoxia Jin
- Department of Biomedical Engineering/ND20, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio 44195, United States
| | | | | |
Collapse
|
50
|
Abstract
Properly conducted, an enrichment step can improve selectivity, sensitivity, yield, and most importantly, significantly reduce the time needed to isolate rare circulating tumor cells (CTCs). The enrichment process can be broadly categorized as positive selection versus negative depletion, or in some cases, a combination of both. We have developed a negative depletion CTC enrichment strategy that relies on the removal of normal cells using immunomagnetic separation in the blood of cancer patients. This method is based on the combination of magnetic and fluid forces in an axial, laminar flow in long cylinders placed in quadrupole magnets. Using this technology, we have successfully isolated CTCs from patients with breast carcinoma and squamous cell carcinoma of the head and neck. In contrast to a positive selection methodology, this approach provides an unbiased characterization of these cells, including markers associated with epithelial mesenchymal transition.
Collapse
Affiliation(s)
- Maryam Lustberg
- Internal Medicine, Division of Medical Oncology, The Ohio State University, Columbus, OH, USA
| | - Kris R. Jatana
- Department of Otolaryngology—Head and Neck Surgery, The Ohio State University and Nationwide Children’s Hospital, Columbus, OH, USA
| | - Maciej Zborowski
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, OH, USA
| | - Jeffrey J. Chalmers
- Professor William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 140 W. 19th Avenue, Columbus, OH 43210, USA
| |
Collapse
|