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Xu C, Wang K, Huang P, Liu D, Guan Y. Single-Cell Isolation Microfluidic Chip Based on Thermal Bubble Micropump Technology. SENSORS (BASEL, SWITZERLAND) 2023; 23:s23073623. [PMID: 37050683 PMCID: PMC10099219 DOI: 10.3390/s23073623] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 03/25/2023] [Accepted: 03/29/2023] [Indexed: 05/31/2023]
Abstract
The isolation of single cells is essential for the development of single cell analysis methods, such as single-cell sequencing, monoclonal antibodies, and drug development. Traditional single-cell isolation techniques include flow cytometry (FACS), laser capture microdissection (LCM), micromanipulation, etc., but their operations are complex and have low throughput. Here, we present a microfluidic chip that can isolate individual cells from cell suspension and release them onto a well plate. It uses thermal bubble micropump technology to drive the fluid flow, and single-cell isolation is achieved by matching the flow resistance of the flow channel. Therefore, injection pumps and peristaltic pumps are not required for cell loading. Because of its small size, we can integrate hundreds of single-cell functional modules, which makes high-throughput single-cell isolation possible. For polystyrene beads, the capture rate of the single bead is close to 100%. Finally, the method has been applied to cells, and the capture rate of the single cell is also about 75%. This is a promising method for single-cell isolation.
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Affiliation(s)
- Chao Xu
- School of Microelectronics, Shanghai University, Shanghai 201800, China
| | - Kun Wang
- Shanghai Aure Technology Limited Company, Shanghai 201800, China
| | - Peng Huang
- Shanghai Aure Technology Limited Company, Shanghai 201800, China
| | - Demeng Liu
- School of Microelectronics, Shanghai University, Shanghai 201800, China
- Shanghai Aure Technology Limited Company, Shanghai 201800, China
| | - Yimin Guan
- School of Microelectronics, Shanghai University, Shanghai 201800, China
- Shanghai Aure Technology Limited Company, Shanghai 201800, China
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2
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Chong Y, Jung YC, Hwang E, Cho HJ, Kang MW, Na MH. Circulating Tumor Cell Detection in Lung Cancer Animal Model. J Chest Surg 2021; 54:460-465. [PMID: 34667135 PMCID: PMC8646057 DOI: 10.5090/jcs.21.044] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 07/20/2021] [Accepted: 08/05/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Metastasis and recurrence of primary cancer are the main causes of cancer mortality. Disseminated tumor cells refer to cancer cells that cause metastasis from primary cancer to other organs. Several recent studies have suggested that circulating tumor cells (CTCs) are associated with the clinical stage, cancer recurrence, cancer metastasis, and prognosis. There are several methods of isolating CTCs from whole blood; in particular, using a membrane filtration system is advantageous due to its cost-effectiveness and availability in clinical settings. In this study, an animal model of lung cancer was established in nude mice using the human large cell lung cancer cell line H460. METHODS Six-week-old nude mice were used. The H460 lung cancer cell line was injected subcutaneously into the nude mice. Blood samples were obtained from the orbital area before cell line injection, 2 weeks after injection, and 2 weeks after tumor excision. Blood samples were filtered using a polycarbonate 12-well Transwell membrane (Corning Inc., Corning, NY, USA). An indirect immunofluorescence assay was performed with the epithelial cell adhesion molecule antibody. The number of stained cells was counted using fluorescence microscopy. RESULTS The average size of the tumor masses was 35.83 mm. The stained cells were counted before inoculation, 2 weeks after inoculation, and 2 weeks after tumor excision. Cancer cells generally increased after inoculation and decreased after tumor resection. CONCLUSION The CTC detection method using the commercial polycarbonate 12-well Transwell (Corning Inc.) membrane is advantageous in terms of cost-effectiveness and convenience.
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Affiliation(s)
- Yooyoung Chong
- Department of Thoracic and Cardiovascular Surgery, Chungnam National University Hospital, Chungnam National University School of Medicine, Daejeon, Korea
| | - Yong Chae Jung
- Department of Thoracic and Cardiovascular Surgery, Chungnam National University Hospital, Chungnam National University School of Medicine, Daejeon, Korea
| | - Euidoo Hwang
- Department of Thoracic and Cardiovascular Surgery, Chungnam National University Hospital, Chungnam National University School of Medicine, Daejeon, Korea
| | - Hyun Jin Cho
- Department of Thoracic and Cardiovascular Surgery, Chungnam National University Hospital, Chungnam National University School of Medicine, Daejeon, Korea
| | - Min-Woong Kang
- Department of Thoracic and Cardiovascular Surgery, Chungnam National University Hospital, Chungnam National University School of Medicine, Daejeon, Korea
| | - Myung Hoon Na
- Department of Thoracic and Cardiovascular Surgery, Chungnam National University Hospital, Chungnam National University School of Medicine, Daejeon, Korea
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3
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Inertial-Assisted Immunomagnetic Bioplatform towards Efficient Enrichment of Circulating Tumor Cells. BIOSENSORS-BASEL 2021; 11:bios11060183. [PMID: 34198939 PMCID: PMC8228665 DOI: 10.3390/bios11060183] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 05/30/2021] [Accepted: 06/03/2021] [Indexed: 02/07/2023]
Abstract
Serving as an effective biomarker in liquid biopsy, circulating tumor cells (CTCs) can provide an accessible source for cancer biology study. For the in-depth evaluation of CTCs in cancer analysis, their efficient enrichment is essential, owing to their low abundance in peripheral blood. In this paper, self-assembled immunomagnetic beads were developed to isolate CTCs from the ordered bundles of cells under the assistance of the spiral inertial effect. Parametric numerical simulations were performed to explore the velocity distribution in the cross section. Based on this chip, rare CTCs could be recovered under the throughput of 500 μL/min, making this device a valuable supplement in cancer analysis, diagnostics, and therapeutics.
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4
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Xu S, Wu L, Qin Y, Jiang Y, Sun K, Holcomb C, Gravett MG, Vojtech L, Schiro PG, Chiu DT. Sequential Ensemble-Decision Aliquot Ranking Isolation and Fluorescence In Situ Hybridization Identification of Rare Cells from Blood by Using Concentrated Peripheral Blood Mononuclear Cells. Anal Chem 2021; 93:3196-3201. [PMID: 33528996 PMCID: PMC9901914 DOI: 10.1021/acs.analchem.0c04629] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Isolation and analysis of circulating rare cells is a promising approach for early detection of cancer and other diseases and for prenatal diagnosis. Isolation of rare cells is usually difficult due to their heterogeneity as well as their low abundance in peripheral blood. We previously reported a two-stage ensemble-decision aliquot ranking platform (S-eDAR) for isolating circulating tumor cells from whole blood with high throughput, high recovery rate (>90%), and good purity (>70%), allowing detection of low surface antigen-expressing cancer cells linked to metastasis. However, due to the scarcity of these cells, large sample volumes and large quantities of antibodies were required to isolate sufficient cells for downstream analysis. Here, we drastically increased the number of nucleated cells analyzed by first concentrating peripheral blood mononuclear cells (PBMCs) from whole blood by density gradient centrifugation. The S-eDAR platform was capable of isolating rare cells from concentrated PBMCs (108/mL, equivalent to processing ∼20 mL of whole blood in the 1 mL sample volume used by our instrument) at a high recovery rate (>85%). We then applied the S-eDAR platform for isolating rare fetal nucleated red blood cells (fNRBCs) from concentrated PBMCs spiked with umbilical cord blood cells and confirmed fNRBC recovery by immunostaining and fluorescence in situ hybridization, demonstrating the potential of the S-eDAR system for isolating rare fetal cells from maternal PBMCs to improve noninvasive prenatal diagnosis.
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Affiliation(s)
- Shihan Xu
- Department of Bioengineering, University of Washington, Seattle, WA, USA,Department of Chemistry, University of Washington, Seattle, WA, USA
| | - Li Wu
- Department of Chemistry, University of Washington, Seattle, WA, USA,School of Public Health, Nantong University, Nantong, Jiangsu, P. R. China
| | - Yuling Qin
- Department of Chemistry, University of Washington, Seattle, WA, USA,School of Public Health, Nantong University, Nantong, Jiangsu, P. R. China
| | - Yifei Jiang
- Department of Chemistry, University of Washington, Seattle, WA, USA
| | - Kai Sun
- Department of Chemistry, University of Washington, Seattle, WA, USA
| | - Chenee Holcomb
- Department of Obstetrics & Gynecology, University of Washington, Seattle, WA, USA
| | - Michael G. Gravett
- Department of Obstetrics & Gynecology, University of Washington, Seattle, WA, USA
| | - Lucia Vojtech
- Department of Obstetrics & Gynecology, University of Washington, Seattle, WA, USA
| | | | - Daniel T. Chiu
- Department of Bioengineering, University of Washington, Seattle, WA, USA,Department of Chemistry, University of Washington, Seattle, WA, USA
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5
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Lei KF. A Review on Microdevices for Isolating Circulating Tumor Cells. MICROMACHINES 2020; 11:E531. [PMID: 32456042 PMCID: PMC7281722 DOI: 10.3390/mi11050531] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 05/12/2020] [Accepted: 05/20/2020] [Indexed: 01/17/2023]
Abstract
Cancer metastasis is the primary cause of high mortality of cancer patients. Enumeration of circulating tumor cells (CTCs) in the bloodstream is a very important indicator to estimate the therapeutic outcome in various metastatic cancers. The aim of this article is to review recent developments on the CTC isolation technologies in microdevices. Based on the categories of biochemical and biophysical isolation approaches, a literature review and in-depth discussion will be included to provide an overview of this challenging topic. The current excellent developments suggest promising CTC isolation methods in order to establish a precise indicator of the therapeutic outcome of cancer patients.
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Affiliation(s)
- Kin Fong Lei
- Graduate Institute of Biomedical Engineering, Chang Gung University, Taoyuan 333, Taiwan; ; Tel.: +886-3-2118800 (ext. 5345)
- Department of Radiation Oncology, Chang Gung Memorial Hospital, Linkou 333, Taiwan
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6
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Johnson ES, Xu S, Yu HM, Fang WF, Qin Y, Wu L, Wang J, Zhao M, Schiro PG, Fujimoto B, Chen JL, Chiu DT. Isolating Rare Cells and Circulating Tumor Cells with High Purity by Sequential eDAR. Anal Chem 2019; 91:14605-14610. [PMID: 31646861 PMCID: PMC9847251 DOI: 10.1021/acs.analchem.9b03690] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Isolation and analysis of circulating tumor cells (CTCs) from the blood of patients at risk of metastatic cancers is a promising approach to improving cancer treatment. However, CTC isolation is difficult due to low CTC abundance and heterogeneity. Previously, we reported an ensemble-decision aliquot ranking (eDAR) platform for the rare cell and CTC isolation with high throughput, greater than 90% recovery, and high sensitivity, allowing detection of low surface antigen-expressing cells linked to metastasis. Here we demonstrate a sequential eDAR platform capable of isolating rare cells from whole blood with high purity. This improvement in purity is achieved by using a sequential sorting and flow stretching design in which whole blood is sorted and fluid elements are stretched using herringbone features and the parabolic flow profile being sorted a second time. This platform can be used to collect single CTCs in a multiwell plate for downstream analysis.
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Affiliation(s)
- Eleanor S. Johnson
- Department of Chemistry, University of Washington, Box 351700, Seattle, Washington, United States
| | - Shihan Xu
- Department of Chemistry, University of Washington, Box 351700, Seattle, Washington, United States,Department of Bioengineering, University of Washington, Seattle, Washington, United States
| | - Hui-Min Yu
- MiCareo Inc., Xing-Ai Road Ln. 77 No. 69 5F, Taipei City, Taiwan
| | - Wei-Feng Fang
- MiCareo Inc., Xing-Ai Road Ln. 77 No. 69 5F, Taipei City, Taiwan
| | - Yuling Qin
- Department of Chemistry, University of Washington, Box 351700, Seattle, Washington, United States
| | - Li Wu
- Department of Chemistry, University of Washington, Box 351700, Seattle, Washington, United States
| | - Jiasi Wang
- Department of Chemistry, University of Washington, Box 351700, Seattle, Washington, United States
| | - Mengxia Zhao
- Department of Chemistry, University of Washington, Box 351700, Seattle, Washington, United States
| | - Perry G. Schiro
- MiCareo Inc., Xing-Ai Road Ln. 77 No. 69 5F, Taipei City, Taiwan
| | - Bryant Fujimoto
- Department of Chemistry, University of Washington, Box 351700, Seattle, Washington, United States
| | - Jui-Lin Chen
- MiCareo Inc., Xing-Ai Road Ln. 77 No. 69 5F, Taipei City, Taiwan
| | - Daniel T. Chiu
- Department of Chemistry, University of Washington, Box 351700, Seattle, Washington, United States,Department of Bioengineering, University of Washington, Seattle, Washington, United States
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Separation detection of different circulating tumor cells in the blood using an electrochemical microfluidic channel modified with a lipid-bonded conducting polymer. Biosens Bioelectron 2019; 146:111746. [PMID: 31586761 DOI: 10.1016/j.bios.2019.111746] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Accepted: 09/28/2019] [Indexed: 12/24/2022]
Abstract
Different circulating tumor cells (CTCs) in blood were separated and detected through the decoration of anti-cancer drug on the target cells, along with chemical modification of the microfluidic channel walls using a lipid attached covalently to the conducting polymer. The working principle of the electrochemical microfluidic device was evaluated with experimental parameters affecting on the separation, in terms of mass and surface charge of target species, fluid flow rate, AC amplitude, and AC frequency. The separated CTCs were selectively detected via the oxidation of daunomycin adsorbed specifically at the cells using an electrochemical sensor installed at the channel end. The fluorescence microscopic examination also confirmed the separation of CTCs in the channel. To evaluate the reliability of the method, blood samples from 37 cancer patients were tested. The device was able to separate the CTCs with 92.0 ± 0.5 % efficiency and 90.9% detection rate.
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Wang K, Zhou L, Zhao S, Cheng Z, Qiu S, Lu Y, Wu Z, Abdel Wahab AHA, Mao H, Zhao J. A microfluidic platform for high-purity separating circulating tumor cells at the single-cell level. Talanta 2019; 200:169-176. [PMID: 31036170 DOI: 10.1016/j.talanta.2019.03.035] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Revised: 03/03/2019] [Accepted: 03/06/2019] [Indexed: 10/27/2022]
Abstract
Circulating tumor cells (CTCs) are rare cancer cells that are shed from the tumors into the peripheral blood and are instrumental in distant metastasis. Early detection of CTCs can therefore improve prognoses and help design patient-specific treatment regimen. However, the current CTC isolation techniques have poor efficacy and selectivity, owing to the rarity and heterogeneity of the CTCs. We designed a microchip for integrated single-cell isolation of CTCs - based on cell size and immuno-phenotype - and analysis. Each isolation unit consisted of a trap channel, a bypass channel, and a release channel. The larger cells were preferentially captured at the trap channels and flushed out selectively via release microvalves according to their immuno-phenotype. The average recovery rate and purity of lung cancer cells isolated from a spiked WBC population were respectively 92.5% and 94% using the microchip, which were significantly higher compared to that obtained using anti-CD45 magnetic beads. In addition, the isolated cancer cells were analyzed on chip for the surface markers of epithelial mesenchymal transition. Taken together, the integrated microchip is a promising tool for the isolation and analysis of CTCs in the clinical setting.
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Affiliation(s)
- Kun Wang
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China; University of Chinese Academy of Sciences, Beijing 100000, China
| | - Lin Zhou
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China
| | - Simin Zhao
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200050, China
| | - Zule Cheng
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China; University of Chinese Academy of Sciences, Beijing 100000, China
| | - Shihui Qiu
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China; University of Chinese Academy of Sciences, Beijing 100000, China
| | - Yunxing Lu
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China; University of Chinese Academy of Sciences, Beijing 100000, China
| | - Zhenhua Wu
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China
| | | | - Hongju Mao
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China.
| | - Jianlong Zhao
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China.
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9
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Huebner H, Fasching PA, Gumbrecht W, Jud S, Rauh C, Matzas M, Paulicka P, Friedrich K, Lux MP, Volz B, Gass P, Häberle L, Meier-Stiegen F, Hartkopf A, Neubauer H, Almstedt K, Beckmann MW, Fehm TN, Ruebner M. Filtration based assessment of CTCs and CellSearch® based assessment are both powerful predictors of prognosis for metastatic breast cancer patients. BMC Cancer 2018; 18:204. [PMID: 29463222 PMCID: PMC5819661 DOI: 10.1186/s12885-018-4115-1] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2017] [Accepted: 02/09/2018] [Indexed: 12/17/2022] Open
Abstract
Background The assessment of circulating tumor cells (CTCs) has been shown to enable monitoring of treatment response and early detection of metastatic breast cancer (MBC) recurrence. The aim of this study was to compare a well-established CTC detection method based on immunomagnetic isolation with a new, filtration-based platform. Methods In this prospective study, two 7.5 ml blood draws were obtained from 60 MBC patients and CTC enumeration was assessed using both the CellSearch® and the newly developed filtration-based platform. We analyzed the correlation of CTC-positivity between both methods and their ability to predict prognosis. Overall survival (OS) was calculated and Kaplan-Meier curves were estimated with thresholds of ≥1 and ≥5 detected CTCs. Results The CTC positivity rate of the CellSearch® system was 56.7% and of the filtration-based platform 66.7%. There was a high correlation of CTC enumeration obtained with both methods. The OS for patients without detected CTCs, regardless of the method used, was significantly higher compared to patients with one or more CTCs (p < 0.001). The median OS of patients with no CTCs vs. ≥ 1 CTC assessed by CellSearch® was 1.83 years (95% CI: 1.63–2.02) vs. 0.74 years (95% CI: 0.51–1.52). If CTCs were detected by the filtration-based method the median OS times were 1.88 years (95% CI: 1.74–2.03) vs. 0.59 years (95% CI: 0.38–0.80). Conclusions The newly established EpCAM independently filtration-based system is a suitable method to determine CTC counts for MBC patients. Our study confirms CTCs as being strong predictors of prognosis in our population of MBC patients.
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Affiliation(s)
- Hanna Huebner
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, University Hospital Erlangen, Friedrich-Alexander University of Erlangen-Nuremberg, Universitaetsstraße 21-23, 91054, Erlangen, Germany
| | - Peter A Fasching
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, University Hospital Erlangen, Friedrich-Alexander University of Erlangen-Nuremberg, Universitaetsstraße 21-23, 91054, Erlangen, Germany
| | - Walter Gumbrecht
- Siemens Healthcare GmbH, Günther-Scharowsky-Str.1, 91058, Erlangen, Germany
| | - Sebastian Jud
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, University Hospital Erlangen, Friedrich-Alexander University of Erlangen-Nuremberg, Universitaetsstraße 21-23, 91054, Erlangen, Germany
| | - Claudia Rauh
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, University Hospital Erlangen, Friedrich-Alexander University of Erlangen-Nuremberg, Universitaetsstraße 21-23, 91054, Erlangen, Germany
| | - Mark Matzas
- Siemens Healthcare GmbH, Günther-Scharowsky-Str.1, 91058, Erlangen, Germany
| | - Peter Paulicka
- Siemens Healthcare GmbH, Günther-Scharowsky-Str.1, 91058, Erlangen, Germany
| | - Katja Friedrich
- Siemens Healthcare GmbH, Günther-Scharowsky-Str.1, 91058, Erlangen, Germany
| | - Michael P Lux
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, University Hospital Erlangen, Friedrich-Alexander University of Erlangen-Nuremberg, Universitaetsstraße 21-23, 91054, Erlangen, Germany
| | - Bernhard Volz
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, University Hospital Erlangen, Friedrich-Alexander University of Erlangen-Nuremberg, Universitaetsstraße 21-23, 91054, Erlangen, Germany
| | - Paul Gass
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, University Hospital Erlangen, Friedrich-Alexander University of Erlangen-Nuremberg, Universitaetsstraße 21-23, 91054, Erlangen, Germany
| | - Lothar Häberle
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, University Hospital Erlangen, Friedrich-Alexander University of Erlangen-Nuremberg, Universitaetsstraße 21-23, 91054, Erlangen, Germany.,Biostatistics Unit. Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, University Hospital Erlangen, Friedrich-Alexander University of Erlangen-Nuremberg, Universitaetsstraße 21-23, 91054, Erlangen, Germany
| | - Franziska Meier-Stiegen
- Department of Gynecology and Obstetrics, Heinrich Heine University of Düsseldorf, Moorenstr. 5, 40225, Duesseldorf, Germany
| | - Andreas Hartkopf
- Department of Gynecology and Obstetrics, University Hospital Tuebingen, Calwerstraße 7, 72076, Tuebingen, Germany
| | - Hans Neubauer
- Department of Gynecology and Obstetrics, Heinrich Heine University of Düsseldorf, Moorenstr. 5, 40225, Duesseldorf, Germany
| | - Katrin Almstedt
- Department of Obstetrics and Gynecology, Johannes Gutenberg University, Langenbeckstrasse 1, 55131, Mainz, Germany
| | - Matthias W Beckmann
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, University Hospital Erlangen, Friedrich-Alexander University of Erlangen-Nuremberg, Universitaetsstraße 21-23, 91054, Erlangen, Germany
| | - Tanja N Fehm
- Department of Gynecology and Obstetrics, Heinrich Heine University of Düsseldorf, Moorenstr. 5, 40225, Duesseldorf, Germany
| | - Matthias Ruebner
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, University Hospital Erlangen, Friedrich-Alexander University of Erlangen-Nuremberg, Universitaetsstraße 21-23, 91054, Erlangen, Germany.
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10
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Yamamura S, Yamada E, Kimura F, Miyajima K, Shigeto H. Separation and Analysis of Adherent and Non-Adherent Cancer Cells Using a Single-Cell Microarray Chip. SENSORS 2017; 17:s17102410. [PMID: 29065470 PMCID: PMC5677269 DOI: 10.3390/s17102410] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/30/2017] [Revised: 10/16/2017] [Accepted: 10/19/2017] [Indexed: 01/05/2023]
Abstract
A new single-cell microarray chip was designed and developed to separate and analyze single adherent and non-adherent cancer cells. The single-cell microarray chip is made of polystyrene with over 60,000 microchambers of 10 different size patterns (31–40 µm upper diameter, 11–20 µm lower diameter). A drop of suspension of adherent carcinoma (NCI-H1650) and non-adherent leukocyte (CCRF-CEM) cells was placed onto the chip, and single-cell occupancy of NCI-H1650 and CCRF-CEM was determined to be 79% and 84%, respectively. This was achieved by controlling the chip design and surface treatment. Analysis of protein expression in single NCI-H1650 and CCRF-CEM cells was performed on the single-cell microarray chip by multi-antibody staining. Additionally, with this system, we retrieved positive single cells from the microchambers by a micromanipulator. Thus, this system demonstrates the potential for easy and accurate separation and analysis of various types of single cells.
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Affiliation(s)
- Shohei Yamamura
- Health Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), 2217-14 Hayashi-cho, Takamatsu, Kagawa 761-0395, Japan.
| | - Eriko Yamada
- Health Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), 2217-14 Hayashi-cho, Takamatsu, Kagawa 761-0395, Japan.
| | - Fukiko Kimura
- Health Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), 2217-14 Hayashi-cho, Takamatsu, Kagawa 761-0395, Japan.
| | - Kumiko Miyajima
- Health Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), 2217-14 Hayashi-cho, Takamatsu, Kagawa 761-0395, Japan.
| | - Hajime Shigeto
- Health Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), 2217-14 Hayashi-cho, Takamatsu, Kagawa 761-0395, Japan.
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11
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Jackson JM, Witek MA, Kamande JW, Soper SA. Materials and microfluidics: enabling the efficient isolation and analysis of circulating tumour cells. Chem Soc Rev 2017; 46:4245-4280. [PMID: 28632258 PMCID: PMC5576189 DOI: 10.1039/c7cs00016b] [Citation(s) in RCA: 113] [Impact Index Per Article: 16.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
We present a critical review of microfluidic technologies and material effects on the analyses of circulating tumour cells (CTCs) selected from the peripheral blood of cancer patients. CTCs are a minimally invasive source of clinical information that can be used to prognose patient outcome, monitor minimal residual disease, assess tumour resistance to therapeutic agents, and potentially screen individuals for the early diagnosis of cancer. The performance of CTC isolation technologies depends on microfluidic architectures, the underlying principles of isolation, and the choice of materials. We present a critical review of the fundamental principles used in these technologies and discuss their performance. We also give context to how CTC isolation technologies enable downstream analysis of selected CTCs in terms of detecting genetic mutations and gene expression that could be used to gain information that may affect patient outcome.
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12
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Yang J, Zhou Y, Zhao B. Isolation of circulating tumor cells in pancreatic cancer patients by immunocytochemical assay. J Clin Lab Anal 2017; 32. [PMID: 28523756 DOI: 10.1002/jcla.22156] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2016] [Accepted: 01/05/2017] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND The patients diagnosed with pancreatic cancer have the possibilities of getting the cancer again even after resection. The tumor cells identified from blood can be related to different stages of tumor. METHODS In this study, we used an immunoassay to detect circulating tumor cells in blood and bone marrow samples. About 120 patients' blood and bone marrow samples were used in this study along with controls. The presence of tumor cells was evaluated with different stages of cancer classified by UICC. The survival rate at each stages of tumor was also analyzed. RESULTS The tumor cells were isolated both in blood (29%) and bone marrow samples (25%). The prevalence of tumor cells increased with increase in stages of tumor in blood samples. CONCLUSION The survival of the patients considerably related to different stages of tumor but it cannot be taken a parameter alone for the patients' survival.
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Affiliation(s)
- Jing Yang
- Department of General Surgery, Seventh People's Hospital of Shanghai University of TCM, Shanghai, China
| | - Ying Zhou
- Department of Gastroenterology, Seventh People's Hospital of Shanghai University of TCM, Shanghai, China
| | - Bin Zhao
- Department of General Surgery, Seventh People's Hospital of Shanghai University of TCM, Shanghai, China
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13
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Lampignano R, Schneck H, Neumann M, Fehm T, Neubauer H. Enrichment, Isolation and Molecular Characterization of EpCAM-Negative Circulating Tumor Cells. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2017; 994:181-203. [PMID: 28560675 DOI: 10.1007/978-3-319-55947-6_10] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The presence of EpCAM-positive circulating tumor cells (CTCs) in the peripheral blood is associated with poor clinical outcomes in breast, colorectal and prostate cancer, as well as the prognosis of other tumor types. In addition, recent studies have suggested that the presence of CTCs undergoing epithelial-to-mesenchymal transition and, as such, may exhibit reduced or no expression of epithelial proteins e.g. EpCAM, might be related to disease progression in metastatic breast cancer (MBC) patients. Analyzing the neoplastic nature of this EpCAM-low/negative (EpCAM-neg) subpopulation remains an open issue as the current standard detection methods for CTCs are not efficient at identifying this subpopulation of cells. The possible association of EpCAM-neg CTCs with EpCAM-positive (EpCAM-pos) CTCs and role in the clinicopathological features and prognosis of MBC patients has still to be demonstrated. Several technologies have been developed and are currently being tested for the identification and the downstream analyses of EpCAM-pos CTCs. These technologies can be adapted and implemented into workflows to isolate and investigate EpCAM-neg cells to understand their biology and clinical relevance. This chapter will endeavour to explain the rationale behind the identification and analyses of all CTC subgroups, as well as to review the current strategies employed to enrich, isolate and characterize EpCAM-negative CTCs. Finally, the latest findings in the field will briefly be discussed with regard to their clinical relevance.
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Affiliation(s)
- Rita Lampignano
- Department of Obstetrics and Gynecology, University Hospital and Medical Faculty of the Heinrich-Heine University Duesseldorf, Duesseldorf, Germany
| | - Helen Schneck
- Department of Obstetrics and Gynecology, University Hospital and Medical Faculty of the Heinrich-Heine University Duesseldorf, Duesseldorf, Germany
| | - Martin Neumann
- Department of Obstetrics and Gynecology, University Hospital and Medical Faculty of the Heinrich-Heine University Duesseldorf, Duesseldorf, Germany
| | - Tanja Fehm
- Department of Obstetrics and Gynecology, University Hospital and Medical Faculty of the Heinrich-Heine University Duesseldorf, Duesseldorf, Germany
| | - Hans Neubauer
- Forschungslabore der Frauenklinik des, Universitätsklinikums Düsseldorf, Life Science Center, Merowingerplatz 1A, 40225, Düsseldorf, Germany.
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An integrated on-chip platform for negative enrichment of tumour cells. J Chromatogr B Analyt Technol Biomed Life Sci 2016; 1028:153-164. [DOI: 10.1016/j.jchromb.2016.06.016] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2015] [Revised: 06/08/2016] [Accepted: 06/10/2016] [Indexed: 01/04/2023]
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15
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Bhuvanendran Nair Gourikutty S, Chang CP, Puiu PD. Microfluidic immunomagnetic cell separation from whole blood. J Chromatogr B Analyt Technol Biomed Life Sci 2016; 1011:77-88. [DOI: 10.1016/j.jchromb.2015.12.016] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2015] [Revised: 08/06/2015] [Accepted: 12/10/2015] [Indexed: 12/27/2022]
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16
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Disseminated and circulating tumor cells in bone marrow and blood of breast cancer patients: properties, enrichment, and potential targets. J Cancer Res Clin Oncol 2016; 142:1883-95. [DOI: 10.1007/s00432-016-2118-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2015] [Accepted: 01/18/2016] [Indexed: 02/03/2023]
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17
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Hoshiba T, Orui T, Endo C, Sato K, Yoshihiro A, Minagawa Y, Tanaka M. Adhesion-based simple capture and recovery of circulating tumor cells using a blood-compatible and thermo-responsive polymer-coated substrate. RSC Adv 2016. [DOI: 10.1039/c6ra15229e] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Circulating tumor cells (CTCs) have been a focus of study for metastatic cancer diagnostics, in in vitro anti-cancer drug screening to decide the chemotherapeutic course, and cancer biology research.
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Affiliation(s)
- Takashi Hoshiba
- Frontier Center for Organic Materials
- Yamagata University
- Yonezawa
- Japan
- International Center for Materials Nanoarchitectonics
| | - Toshihiko Orui
- Graduate School of Science and Engineering
- Yamagata University
- Yonezawa
- Japan
| | - Chiho Endo
- Graduate School of Science and Engineering
- Yamagata University
- Yonezawa
- Japan
| | - Kazuhiro Sato
- Graduate School of Science and Engineering
- Yamagata University
- Yonezawa
- Japan
| | - Ayano Yoshihiro
- Department of Biochemical Engineering
- Yamagata University
- Yonezawa
- Japan
| | | | - Masaru Tanaka
- Frontier Center for Organic Materials
- Yamagata University
- Yonezawa
- Japan
- Institute for Materials Chemistry and Engineering
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18
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Huang CY, Chang WC, Yeh KC, Tseng HY, Hsu MS, Chen JY, Wei ZH. Honeycomb-shaped magnetic multilayer thin films for cell trapping. RSC Adv 2016. [DOI: 10.1039/c6ra01757f] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Honeycomb-shaped magnetic thin films with domain wall (DW) pinning geometry are designed to actively trap magnetically labeled cells.
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Affiliation(s)
- Chen-Yu Huang
- Department of Power Mechanical Engineering
- National Tsing Hua University
- Hsinchu City
- Taiwan
| | - Wei-Chieh Chang
- Department of Neurosurgery
- Show Chwan Memorial Hospital
- Changhua
- Taiwan
| | - Kun-Chieh Yeh
- Department of Surgery
- Taoyuan Armed Forces General Hospital
- Taiwan
| | - Han-Yi Tseng
- Department of Ophthalmology
- Kaohsiung Medical University Hospital
- Kaohsiung Medical University
- Kaohsiung
- Taiwan
| | - Ming-Shinn Hsu
- Department of Obstetrics and Gynecology
- Ching-Kuo Campus of Min-Sheng Hospital
- Taoyuan
- Taiwan
| | - Jiann-Yeu Chen
- Center of Nanoscience and Nanotechnology
- National Chung Hsing University
- Taichung
- Taiwan
| | - Zung-Hang Wei
- Department of Power Mechanical Engineering
- National Tsing Hua University
- Hsinchu City
- Taiwan
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19
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Lou XL, Sun J, Gong SQ, Yu XF, Gong R, Deng H. Interaction between circulating cancer cells and platelets: clinical implication. Chin J Cancer Res 2015; 27:450-60. [PMID: 26543331 DOI: 10.3978/j.issn.1000-9604.2015.04.10] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Metastasis is the main cause of cancer-associated mortality. During this complicated process, some cancer cells, also called circulating tumor cells (CTCs), detach from primary sites, enter bloodstream and extravasate at metastatic site. Thrombocytosis is frequently observed in patients with metastatic cancers suggesting the important role of platelets in metastasis. Therefore this review focuses on how platelets facilitate the generation of CTCs, protect them from various host attacks, such as immune assaults, apoptosis and shear stress, and regulate CTCs intravasation/extravasation. Platelet-derived cytokines and receptors are involved in this cascade. Identification the mechanisms underlie platelet-CTCs interactions could lead to the development of new platelet-targeted therapeutic strategy to reduce metastasis.
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Affiliation(s)
- Xiao-Liang Lou
- 1 Molecular Medicine and Genetics Center, 2 Department of Pathology, The Fourth Affiliated Hospital of Nanchang University, Nanchang 330000, China ; 3 Renmin Institute of Forensic Medicine, Nanchang 330000, China
| | - Jian Sun
- 1 Molecular Medicine and Genetics Center, 2 Department of Pathology, The Fourth Affiliated Hospital of Nanchang University, Nanchang 330000, China ; 3 Renmin Institute of Forensic Medicine, Nanchang 330000, China
| | - Shu-Qi Gong
- 1 Molecular Medicine and Genetics Center, 2 Department of Pathology, The Fourth Affiliated Hospital of Nanchang University, Nanchang 330000, China ; 3 Renmin Institute of Forensic Medicine, Nanchang 330000, China
| | - Xue-Feng Yu
- 1 Molecular Medicine and Genetics Center, 2 Department of Pathology, The Fourth Affiliated Hospital of Nanchang University, Nanchang 330000, China ; 3 Renmin Institute of Forensic Medicine, Nanchang 330000, China
| | - Rui Gong
- 1 Molecular Medicine and Genetics Center, 2 Department of Pathology, The Fourth Affiliated Hospital of Nanchang University, Nanchang 330000, China ; 3 Renmin Institute of Forensic Medicine, Nanchang 330000, China
| | - Huan Deng
- 1 Molecular Medicine and Genetics Center, 2 Department of Pathology, The Fourth Affiliated Hospital of Nanchang University, Nanchang 330000, China ; 3 Renmin Institute of Forensic Medicine, Nanchang 330000, China
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20
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Islam M, Motasim Bellah M, Sajid A, Raziul Hasan M, Kim YT, Iqbal SM. Effects of Nanotexture on Electrical Profiling of Single Tumor Cell and Detection of Cancer from Blood in Microfluidic Channels. Sci Rep 2015; 5:13031. [PMID: 26373820 PMCID: PMC4570978 DOI: 10.1038/srep13031] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2015] [Accepted: 07/16/2015] [Indexed: 11/23/2022] Open
Abstract
Microfluidic channels have been implemented to detect cancer cells from blood using electrical measurement of each single cell from the sample. Every cell provided characteristic current profile based on its mechano-physical properties. Cancer cells not only showed higher translocation time and peak amplitude compared to blood cells, their pulse shape was also distinctively different. Prevalent microfluidic channels are plain but we created nanotexture on the channel walls using micro reactive ion etching (micro-RIE). The translocation behaviors of the metastatic renal cancer cells through plain and nanotextured PDMS microchannels showed clear differences. Nanotexture enhanced the cell-surface interactions and more than 50% tumor cells exhibited slower translocation through nanotextured channels compared to plain devices. On the other hand, most of the blood cells had very similar characteristics in both channels. Only 7.63% blood cells had slower translocation in nanotextured microchannels. The tumor cell detection efficiency from whole blood increased by 14% in nanotextured microchannels compared to plain channels. This interesting effect of nanotexture on translocation behavior of tumor cells is important for the early detection of cancer.
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Affiliation(s)
- Muhymin Islam
- Nano-Bio Lab, University of Texas at Arlington, Arlington, TX 76019, USA
- Department of Electrical Engineering, University of Texas at Arlington, Arlington, TX 76011, USA
- Nanotechnology Research Center, University of Texas at Arlington, Arlington, TX 76019, USA
| | - Mohammad Motasim Bellah
- Nano-Bio Lab, University of Texas at Arlington, Arlington, TX 76019, USA
- Nanotechnology Research Center, University of Texas at Arlington, Arlington, TX 76019, USA
- Department of Interdisciplinary Studies and Department of Biology, University of Texas at Arlington, Arlington, TX 76011, USA
| | - Adeel Sajid
- Nano-Bio Lab, University of Texas at Arlington, Arlington, TX 76019, USA
- Nanotechnology Research Center, University of Texas at Arlington, Arlington, TX 76019, USA
- Department of Interdisciplinary Studies and Department of Biology, University of Texas at Arlington, Arlington, TX 76011, USA
| | - Mohammad Raziul Hasan
- Nano-Bio Lab, University of Texas at Arlington, Arlington, TX 76019, USA
- Department of Electrical Engineering, University of Texas at Arlington, Arlington, TX 76011, USA
- Nanotechnology Research Center, University of Texas at Arlington, Arlington, TX 76019, USA
| | - Young-tae Kim
- Nanotechnology Research Center, University of Texas at Arlington, Arlington, TX 76019, USA
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX 76010, USA
- Department of Urology, University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, 75390, USA
| | - Samir M. Iqbal
- Nano-Bio Lab, University of Texas at Arlington, Arlington, TX 76019, USA
- Department of Electrical Engineering, University of Texas at Arlington, Arlington, TX 76011, USA
- Nanotechnology Research Center, University of Texas at Arlington, Arlington, TX 76019, USA
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX 76010, USA
- Department of Urology, University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, 75390, USA
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21
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Johnson ES, Anand RK, Chiu DT. Improved Detection by Ensemble-Decision Aliquot Ranking of Circulating Tumor Cells with Low Numbers of a Targeted Surface Antigen. Anal Chem 2015; 87:9389-95. [DOI: 10.1021/acs.analchem.5b02241] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
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22
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Dent BM, Ogle LF, O'Donnell RL, Hayes N, Malik U, Curtin NJ, Boddy AV, Plummer ER, Edmondson RJ, Reeves HL, May FEB, Jamieson D. High-resolution imaging for the detection and characterisation of circulating tumour cells from patients with oesophageal, hepatocellular, thyroid and ovarian cancers. Int J Cancer 2015; 138:206-16. [PMID: 26178530 PMCID: PMC4737101 DOI: 10.1002/ijc.29680] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2014] [Accepted: 06/09/2015] [Indexed: 12/11/2022]
Abstract
Interest has increased in the potential role of circulating tumour cells in cancer management. Most cell‐based studies have been designed to determine the number of circulating tumour cells in a given volume of blood. Ability to understand the biology of the cancer cells would increase the clinical potential. The purpose of this study was to develop and validate a novel, widely applicable method for detection and characterisation of circulating tumour cells. Cells were imaged with an ImageStreamX imaging flow cytometer which allows detection of expression of multiple biomarkers on each cell and produces high‐resolution images. Depletion of haematopoietic cells was by red cell lysis, leukocyte common antigen CD45 depletion and differential centrifugation. Expression of epithelial cell adhesion molecule, cytokeratins, tumour‐type‐specific biomarkers and CD45 was detected by immunofluorescence. Nuclei were identified with DAPI or DRAQ5 and brightfield images of cells were collected. The method is notable for the dearth of cell damage, recoveries greater than 50%, speed and absence of reliance on the expression of a single biomarker by the tumour cells. The high‐quality images obtained ensure confidence in the specificity of the method. Validation of the methodology on samples from patients with oesophageal, hepatocellular, thyroid and ovarian cancers confirms its utility and specificity. Importantly, this adaptable method is applicable to all tumour types including those of nonepithelial origin. The ability to measure simultaneously the expression of multiple biomarkers will facilitate analysis of the cancer cell biology of individual circulating tumour cells. What's new? Circulating tumour cells (CTCs) are disseminated malignant cells from which biological and therapeutic information may be obtained non‐invasively. Detection of small CTC populations within the large number of normal blood cells is a challenge. This study describes a novel method for the detection and high‐resolution imaging of CTCs. Unlike most other studies, CTC detection is not reliant upon expression of a single biomarker. The method is applicable to all cancers; the authors present preliminary results from four tumour types. The high quality of the images allows biological characterisation of the tumour cells and increases the clinical potential of the approach.
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Affiliation(s)
- Barry M Dent
- Northern Institute for Cancer Research, Newcastle University, Newcastle upon Tyne, United Kingdom.,Newcastle upon Tyne Hospitals NHS Foundation Trust, Northern Oesophago-Gastric Cancer Unit, Newcastle upon Tyne, United Kingdom
| | - Laura F Ogle
- Northern Institute for Cancer Research, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Rachel L O'Donnell
- Northern Institute for Cancer Research, Newcastle University, Newcastle upon Tyne, United Kingdom.,Queen Elizabeth Hospital, Northern Gynaecological Oncology Centre, Gateshead, United Kingdom
| | - Nicholas Hayes
- Newcastle upon Tyne Hospitals NHS Foundation Trust, Northern Oesophago-Gastric Cancer Unit, Newcastle upon Tyne, United Kingdom
| | - Ujjal Malik
- Newcastle upon Tyne Hospitals NHS Foundation Trust, Northern Centre for Cancer Care, Newcastle upon Tyne, United Kingdom
| | - Nicola J Curtin
- Northern Institute for Cancer Research, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Alan V Boddy
- Northern Institute for Cancer Research, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - E Ruth Plummer
- Northern Institute for Cancer Research, Newcastle University, Newcastle upon Tyne, United Kingdom.,Newcastle upon Tyne Hospitals NHS Foundation Trust, Northern Centre for Cancer Care, Newcastle upon Tyne, United Kingdom
| | - Richard J Edmondson
- Northern Institute for Cancer Research, Newcastle University, Newcastle upon Tyne, United Kingdom.,Queen Elizabeth Hospital, Northern Gynaecological Oncology Centre, Gateshead, United Kingdom
| | - Helen L Reeves
- Northern Institute for Cancer Research, Newcastle University, Newcastle upon Tyne, United Kingdom.,Newcastle upon Tyne Hospitals NHS Foundation Trust, The Liver Unit, Newcastle upon Tyne, United Kingdom
| | - Felicity E B May
- Northern Institute for Cancer Research, Newcastle University, Newcastle upon Tyne, United Kingdom.,Newcastle University Institute for Ageing, Newcastle upon Tyne, United Kingdom
| | - David Jamieson
- Northern Institute for Cancer Research, Newcastle University, Newcastle upon Tyne, United Kingdom
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23
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Sajay BNG, Chang CP, Ahmad H, Khuntontong P, Wong CC, Wang Z, Puiu PD, Soo R, Rahman ARA. Microfluidic platform for negative enrichment of circulating tumor cells. Biomed Microdevices 2015; 16:537-48. [PMID: 24668439 DOI: 10.1007/s10544-014-9856-2] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Negative enrichment is the preferred approach for tumor cell isolation as it does not rely on biomarker expression. However, size-based negative enrichment methods suffer from well-known recovery/purity trade-off. Non-size based methods have a number of processing steps that lead to compounded cell loss due to extensive sample processing and handling which result in a low recovery efficiency. We present a method that performs negative enrichment in two steps from 2 ml of whole blood in a total assay processing time of 60 min. This negative enrichment method employs upstream immunomagnetic depletion to deplete CD45-positive WBCs followed by a microfabricated filter membrane to perform chemical-free RBC depletion and target cells isolation. Experiments of spiking two cell lines, MCF-7 and NCI-H1975, in the whole blood show an average of >90 % cell recovery over a range of spiked cell numbers. We also successfully recovered circulating tumor cells from 15 cancer patient samples.
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Affiliation(s)
- Bhuvanendran Nair Gourikutty Sajay
- BioElectronics Programme, Institute of Microelectronics, A*STAR (Agency for Science, Technology and Research), 1 Science Park Road, Singapore, 117528, Singapore
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24
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Ilyas A, Asghar W, Kim YT, Iqbal SM. Parallel recognition of cancer cells using an addressable array of solid-state micropores. Biosens Bioelectron 2014; 62:343-9. [DOI: 10.1016/j.bios.2014.06.048] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2014] [Revised: 06/20/2014] [Accepted: 06/24/2014] [Indexed: 10/25/2022]
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25
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Zheng X, Jiang L, Schroeder J, Stopeck A, Zohar Y. Isolation of viable cancer cells in antibody-functionalized microfluidic devices. BIOMICROFLUIDICS 2014; 8:024119. [PMID: 24803968 PMCID: PMC4008759 DOI: 10.1063/1.4873956] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2014] [Accepted: 04/18/2014] [Indexed: 06/03/2023]
Abstract
Microfluidic devices functionalized with EpCAM antibodies were utilized for the capture of target cancer cells representing circulating tumor cells (CTCs). The fraction of cancer cells captured from homogeneous suspensions is mainly a function of flow shear rate, and can be described by an exponential function. A characteristic shear rate emerges as the most dominant parameter affecting the cell attachment ratio. Utilizing this characteristic shear rate as a scaling factor, all attachment ratio results for various combinations of receptor and ligand densities collapsed onto a single curve described by the empirical formula. The characteristic shear rate increases with both cell-receptor and surface-ligand densities, and empirical formulae featuring a product of two independent cumulative distributions described well these relationships. The minimum detection limit in isolation of target cancer cells from binary mixtures was experimentally explored utilizing microchannel arrays that allow high-throughput processing of suspensions about 0.5 ml in volume, which are clinically relevant, within a short time. Under a two-step attachment/detachment flow rate, both high sensitivity (almost 1.0) and high specificity (about 0.985) can be achieved in isolating target cancer cells from binary mixtures even for the lowest target/non-target cell concentration ratio of 1:100 000; this is a realistic ratio between CTCs and white blood cells in blood of cancer patients. Detection of CTCs from blood samples was also demonstrated using whole blood from healthy donors spiked with cancer cells. Finally, the viability of target cancer cells released after capture was confirmed by observing continuous cell growth in culture.
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Affiliation(s)
- Xiangjun Zheng
- Department of Aerospace and Mechanical Engineering, University of Arizona, Tucson, Arizona 85721, USA
| | - Linan Jiang
- Department of Aerospace and Mechanical Engineering, University of Arizona, Tucson, Arizona 85721, USA ; College of Optical Science, University of Arizona, Tucson, Arizona 85721, USA
| | - Joyce Schroeder
- Department of Molecular and Cellular Biology, University of Arizona, Tucson, Arizona 85721, USA ; Arizona Cancer Center, University of Arizona, Tucson, Arizona 85721, USA ; BIO5 Institute, University of Arizona, Tucson, Arizona 85721, USA
| | - Alison Stopeck
- Department of Molecular and Cellular Biology, University of Arizona, Tucson, Arizona 85721, USA
| | - Yitshak Zohar
- Department of Aerospace and Mechanical Engineering, University of Arizona, Tucson, Arizona 85721, USA ; Arizona Cancer Center, University of Arizona, Tucson, Arizona 85721, USA ; BIO5 Institute, University of Arizona, Tucson, Arizona 85721, USA ; Department of Biomedical Engineering, University of Arizona, Tucson, Arizona 85721, USA
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26
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Antibody conjugated supported lipid bilayer for capturing and purification of viable tumor cells in blood for subsequent cell culture. Biomaterials 2013; 34:5191-9. [DOI: 10.1016/j.biomaterials.2013.03.096] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2013] [Accepted: 03/29/2013] [Indexed: 01/26/2023]
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27
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Ligthart ST, Coumans FAW, Bidard FC, Simkens LHJ, Punt CJA, de Groot MR, Attard G, de Bono JS, Pierga JY, Terstappen LWMM. Circulating Tumor Cells Count and Morphological Features in Breast, Colorectal and Prostate Cancer. PLoS One 2013; 8:e67148. [PMID: 23826219 PMCID: PMC3695007 DOI: 10.1371/journal.pone.0067148] [Citation(s) in RCA: 70] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2013] [Accepted: 05/13/2013] [Indexed: 11/19/2022] Open
Abstract
Background Presence of circulating tumor cells (CTC) in patients with metastatic breast, colorectal and prostate cancer is indicative for poor prognosis. An automated CTC (aCTC) algorithm developed previously to eliminate the variability in manual counting of CTC (mCTC) was used to extract morphological features. Here we validated the aCTC algorithm on CTC images from prostate, breast and colorectal cancer patients and investigated the role of quantitative morphological parameters. Methodology Stored images of samples from patients with prostate, breast and colorectal cancer, healthy controls, benign breast and colorectal tumors were obtained using the CellSearch system. Images were analyzed for the presence of aCTC and their morphological parameters measured and correlated with survival. Results Overall survival hazard ratio was not significantly different for aCTC and mCTC. The number of CTC correlated strongest with survival, whereas CTC size, roundness and apoptosis features reached significance in univariate analysis, but not in multivariate analysis. One aCTC/7.5 ml of blood was found in 7 of 204 healthy controls and 9 of 694 benign tumors. In one patient with benign tumor 2 and another 9 aCTC were detected. Significance of the study CTC can be identified and morphological features extracted by an algorithm on images stored by the CellSearch system and strongly correlate with clinical outcome in metastatic breast, colorectal and prostate cancer.
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Affiliation(s)
- Sjoerd T. Ligthart
- Department of Medical Cell BioPhysics, MIRA Institute, University of Twente, Enschede, The Netherlands
| | - Frank A. W. Coumans
- Department of Medical Cell BioPhysics, MIRA Institute, University of Twente, Enschede, The Netherlands
| | | | - Lieke H. J. Simkens
- Department of Medical Oncology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Cornelis J. A. Punt
- Department of Medical Oncology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Marco R. de Groot
- Department of Internal Medicine, Medisch Spectrum Twente, Enschede, The Netherlands
| | - Gerhardt Attard
- The Royal Marsden NHS Foundation Trust, Sutton, Surrey, United Kingdom
| | - Johann S. de Bono
- The Royal Marsden NHS Foundation Trust, Sutton, Surrey, United Kingdom
| | | | - Leon W. M. M. Terstappen
- Department of Medical Cell BioPhysics, MIRA Institute, University of Twente, Enschede, The Netherlands
- * E-mail:
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Arya SK, Lim B, Rahman ARA. Enrichment, detection and clinical significance of circulating tumor cells. LAB ON A CHIP 2013; 13:1995-2027. [PMID: 23625167 DOI: 10.1039/c3lc00009e] [Citation(s) in RCA: 92] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Circulating Tumor Cells (CTCs) are shed from primary or secondary tumors into blood circulation. Accessing and analyzing these cells provides a non-invasive alternative to tissue biopsy. CTCs are estimated to be as few as 1 cell among a few million WBCs and few billion RBCs in 1 ml of patient blood and are rarely found in healthy individuals. CTCs are FDA approved for prognosis of the major cancers, namely, Breast, Colon and Prostate. Currently, more than 400 clinical trials are ongoing to establish their clinical significance beyond prognosis, such as, therapy selection and companion diagnostics. Understanding the clinical relevance of CTCs typically involves isolation, detection and molecular characterization of cells, ideally at single cell level. The need for highly reliable, standardized and robust methodologies for isolating and analyzing CTCs has been widely expressed by clinical thought leaders. In the last decade, numerous academic and commercial technology platforms for isolation and analysis of CTCs have been reported. A recent market report highlighted the presence of more than 100 companies offering products and services related to CTCs. This review aims to capture the state of the art and examines the technical merits and limitations of contemporary technologies for clinical use.
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Affiliation(s)
- Sunil K Arya
- Bioelectronics Programme, Institute of Microelectronics, A*STAR (Agency for Science, Technology and Research), 11 Science Park Road, Singapore Science Park II, Singapore 117685.
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29
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Coumans FAW, van Dalum G, Beck M, Terstappen LWMM. Filtration parameters influencing circulating tumor cell enrichment from whole blood. PLoS One 2013; 8:e61774. [PMID: 23658615 PMCID: PMC3637225 DOI: 10.1371/journal.pone.0061774] [Citation(s) in RCA: 74] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2012] [Accepted: 03/12/2013] [Indexed: 12/23/2022] Open
Abstract
Filtration can achieve circulating tumor cell (CTC) enrichment from blood. Key parameters such as flow-rate, applied pressure, and fixation, vary largely between assays and their influence is not well understood. Here, we used a filtration system, to monitor these parameters and determine their relationships. Whole blood, or its components, with and without spiked tumor cells were filtered through track-etched filters. We characterize cells passing through filter pores by their apparent viscosity; the viscosity of a fluid that would pass with the same flow. We measured a ratio of 5·10(4)∶10(2)∶1 for the apparent viscosities of 15 µm diameter MDA-231 cells, 10 µm white cells and 90 fl red cells passing through a 5 µm pore. Fixation increases the pressure needed to pass cells through 8 µm pores 25-fold and halves the recovery of spiked tumor cells. Filtration should be performed on unfixed samples at a pressure of ∼10 mbar for a 1 cm(2) track-etched filter with 5 µm pores. At this pressure MDA-231 cells move through the filter in 1 hour. If fixation is needed for sample preservation, a gentle fixative should be selected. The difference in apparent viscosity between CTC and blood cells is key in optimizing recovery of CTC.
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Affiliation(s)
- Frank A. W. Coumans
- Medical Cell BioPhysics, MIRA Institute, University of Twente, Enschede, The Netherlands
| | - Guus van Dalum
- Medical Cell BioPhysics, MIRA Institute, University of Twente, Enschede, The Netherlands
| | - Markus Beck
- Medical Cell BioPhysics, MIRA Institute, University of Twente, Enschede, The Netherlands
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31
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Zhao M, Schiro PG, Kuo JS, Koehler KM, Sabath DE, Popov V, Feng Q, Chiu DT. An automated high-throughput counting method for screening circulating tumor cells in peripheral blood. Anal Chem 2013; 85:2465-71. [PMID: 23387387 PMCID: PMC3586433 DOI: 10.1021/ac400193b] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Enumeration of circulating tumor cells (CTCs) has proved valuable for early detection and prognosis in cancer treatment. This paper describes an automated high-throughput counting method for CTCs based on microfluidics and line-confocal microscopy. Peripheral blood was directly labeled with multiple antibodies, each conjugated with a different fluorophore, pneumatically pumped through a microfluidic channel, and interrogated by a line-confocal microscope. On the basis of the fluorescence signals and labeling schemes, the count of CTCs was automatically reported. Due to the high flow rate, 1 mL of whole blood can be analyzed in less than 30 min. We applied this method in analyzing CTCs from 90 stage IV breast cancer patient samples and performed a side-by-side comparison with the results of the CellSearch assay, which is the only method approved by the U.S. Food and Drug Administration at present for enumeration of CTCs. This method has a recovery rate for cultured breast cancer cells of 94% (n = 9), with an average of 1.2 counts/mL of background level of detected CTCs from healthy donors. It detected CTCs from breast cancer patients ranging from 15 to 3375 counts/7.5 mL. Using this method, we also demonstrate the ability to enumerate CTCs from breast cancer patients that were positive for Her2 or CD44(+)/CD24(-), which is a putative cancer stem cell marker. This automated method can enumerate CTCs from peripheral blood with high throughput and sensitivity. It could potentially benefit the clinical diagnosis and prognosis of cancer.
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Affiliation(s)
- Mengxia Zhao
- Department of Chemistry, University of Washington, Seattle, WA, 98195
| | - Perry G. Schiro
- Department of Chemistry, University of Washington, Seattle, WA, 98195
| | - Jason S. Kuo
- Department of Chemistry, University of Washington, Seattle, WA, 98195
| | - Karen M. Koehler
- Department of Laboratory Medicine and Medicine, University of Washington, Seattle, WA, 98195
| | - Daniel E. Sabath
- Department of Laboratory Medicine and Medicine, University of Washington, Seattle, WA, 98195
| | - Viorica Popov
- Department of Pathology, University of Washington, Seattle, WA, 98195
| | - Qinghua Feng
- Department of Pathology, University of Washington, Seattle, WA, 98195
| | - Daniel T. Chiu
- Department of Chemistry, University of Washington, Seattle, WA, 98195
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Moon HS, Kwon K, Hyun KA, Seok Sim T, Chan Park J, Lee JG, Jung HI. Continual collection and re-separation of circulating tumor cells from blood using multi-stage multi-orifice flow fractionation. BIOMICROFLUIDICS 2013; 7:14105. [PMID: 24403997 PMCID: PMC3568089 DOI: 10.1063/1.4788914] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2012] [Accepted: 01/04/2013] [Indexed: 05/07/2023]
Abstract
Circulating tumor cells (CTCs) are highly correlated with the invasive behavior of cancer; as such, the ability to isolate and quantify CTCs is of great biomedical importance. This research presents a multi-stage multi-orifice flow fractionation (MS-MOFF) device formed by combining three single-stage multi-orifice segments designed for separating breast cancer cells from blood. The structure and dimensions of the MS-MOFF were determined by hydrodynamic principles to have consistent Reynolds numbers (Re) at each multi-orifice segment. From this device, we achieved improved separation efficiency by collecting and re-separating non-selected target cells in comparison with the single-stage multi-orifice flow fractionation (SS-MOFF). The recovery of breast cancer cells increased from 88.8% to greater than 98.9% through the multi-stage multi-orifice segments. This device can be utilized to isolate rare cells from human blood, such as CTCs, in a label-free manner solely through the use of hydrodynamic forces.
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Affiliation(s)
- Hui-Sung Moon
- In Vitro Diagnostics Lab, Bio Research Center, Samsung Advanced Institute of Technology, San 14, Nongseo-dong, Giheung-gu, Younin-si, Gyeonggi-do 446-712, South Korea
| | - Kiho Kwon
- School of Mechanical Engineering, Yonsei University, 262 Seongsan-no Seodaemun-gu, Seoul 120-749, South Korea
| | - Kyung-A Hyun
- School of Mechanical Engineering, Yonsei University, 262 Seongsan-no Seodaemun-gu, Seoul 120-749, South Korea
| | - Tae Seok Sim
- In Vitro Diagnostics Lab, Bio Research Center, Samsung Advanced Institute of Technology, San 14, Nongseo-dong, Giheung-gu, Younin-si, Gyeonggi-do 446-712, South Korea
| | - Jae Chan Park
- In Vitro Diagnostics Lab, Bio Research Center, Samsung Advanced Institute of Technology, San 14, Nongseo-dong, Giheung-gu, Younin-si, Gyeonggi-do 446-712, South Korea
| | - Jeong-Gun Lee
- In Vitro Diagnostics Lab, Bio Research Center, Samsung Advanced Institute of Technology, San 14, Nongseo-dong, Giheung-gu, Younin-si, Gyeonggi-do 446-712, South Korea
| | - Hyo-Il Jung
- School of Mechanical Engineering, Yonsei University, 262 Seongsan-no Seodaemun-gu, Seoul 120-749, South Korea
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Ariyasu S, Hanaya K, Watanabe E, Suzuki T, Horie K, Hayase M, Abe R, Aoki S. Selective capture and collection of live target cells using a photoreactive silicon wafer device modified with antibodies via a photocleavable linker. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2012; 28:13118-13126. [PMID: 22889078 DOI: 10.1021/la302393p] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
A device for the capture and recollection of live target cells is described. The platform was a silicon (Si) wafer modified with an anti-HEL antibody (anti-HEL-IgG, HEL = hen egg lysozyme) through a photocleavable 3-amino-3-(2-nitrophenyl)propionic acid (ANP) linker. The modification processes of the Si wafer surface were monitored by Fourier transform infrared spectroscopy-attenuated total reflection (FTIR-ATR) and fast-scanning atomic force microscopy (FS-AFM). The attachment of IgG and its release reaction on the Si surface via the photochemical cleavage of the ANP linker were observed directly by FS-AFM. The results of an enzyme-linked immunosorbent assay (ELISA) indicated that the photorelease of the complex of anti-HEL-IgG with the secondary antibody-alkaline phosphatase hybrid (secondary IgG-AP) from the Si surface occurs with minimum damage. Furthermore, it was possible to collect SP2/O cells selectively that express HEL on their cell membranes (SP2/O-HEL) on the Si wafer device. Photochemical cleavage of the ANP linker facilitated the effective release of living SP2/O cells whose viability was verified by staining experiments using tripan blue. Moreover, it was possible to reculture the recovered cells. This methodology represents an effective strategy for isolating intact target cells in the biological and medicinal sciences and related fields.
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Affiliation(s)
- Shinya Ariyasu
- Center for Technologies against Cancer, Tokyo University of Science, 2641 Yamazaki, Noda, Japan
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Asghar W, Wan Y, Ilyas A, Bachoo R, Kim YT, Iqbal SM. Electrical fingerprinting, 3D profiling and detection of tumor cells with solid-state micropores. LAB ON A CHIP 2012; 12:2345-52. [PMID: 22549275 DOI: 10.1039/c2lc21012f] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
Solid-state micropores can provide direct information of ex vivo or in vitro cell populations. Micropores are used to detect and discriminate cancer cells based on the translocation behavior through micropores. The approach provides rapid detection of cell types based on their size and mechano-physical properties like elasticity, viscosity and stiffness. Use of a single micropore device enables detection of tumor cells from whole blood efficiently, at 70% CTC detection efficiency. The CTCs show characteristic electrical signals which easily distinguish these from other cell types. The approach provides a gentle and inexpensive instrument that can be used for specific blood analysis in a lab-on-a-chip setting. The device does not require any preprocessing of the blood sample, particles/beads attachment, surface functionalization or fluorescent tags and provides quantitative and objective detection of cancer cells.
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Affiliation(s)
- Waseem Asghar
- Department of Electrical Engineering, University of Texas at Arlington, Arlington, TX 76011, USA
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Collodoro M, Lemaire P, Eppe G, Bertrand V, Dobson R, Mazzucchelli G, Widart J, De Pauw E, De Pauw-Gillet MC. Identification and quantification of concentration-dependent biomarkers in MCF-7/BOS cells exposed to 17β-estradiol by 2-D DIGE and label-free proteomics. J Proteomics 2012; 75:4555-69. [PMID: 22580036 DOI: 10.1016/j.jprot.2012.04.032] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2012] [Revised: 04/15/2012] [Accepted: 04/22/2012] [Indexed: 11/25/2022]
Abstract
This paper reports the identification of biomarkers resulting from the exposure of MCF-7/BOS cells to 17β-estradiol (E(2)). The biomarkers were identified using 2 independent and complementary techniques, 2-D DIGE/MALDI-TOF peptide mass fingerprint, and 2-D UPLC-ESI MS/MS. They were identified from the cytosolic fractions of cells treated for 24h with mitogenic concentrations of 1, 30 and 500 pM of 17β-estradiol. Five biomarkers were up-regulated proteins, namely HSP 74, EF2, FKBP4, EF1 and GDIB and one was a down-regulated protein, namely K2C8. Three of these proteins, EF2, FKBP4 and K2C8 are implicated in a network centered on the estrogen receptors ESR1 and ESR2 as well as on AKT1. After the discovery phase, three biomarkers were selected to test the presence of estrogens using selected reaction monitoring (SRM). They were monitored using SRM after incubation of MCF-7/BOS in the presence of E(2) for confirmation or selected xenoestrogens. Daidzein, coumestrol and enterolactone induced an up-regulation of EF2 and FKPB4 proteins, while tamoxifen and resveratrol induced a down-regulation. The exposure of all phytoestrogens induced the down-regulation of K2C8. These markers form a preliminary molecular signature that can be used when testing the estrogenic activity of xenobiotics, either pure or in mixtures.
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Affiliation(s)
- Mike Collodoro
- Laboratory of Histology-Cytology, GIGA-R and CART, University of Liège, Allée de la Chimie 3, Sart-Tilman, B 4000 Liège, Belgium
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36
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Scholtens TM, Schreuder F, Ligthart ST, Swennenhuis JF, Greve J, Terstappen LWMM. Automated identification of circulating tumor cells by image cytometry. Cytometry A 2011; 81:138-48. [DOI: 10.1002/cyto.a.22002] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2011] [Revised: 11/10/2011] [Accepted: 11/19/2011] [Indexed: 11/10/2022]
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Zheng X, Cheung LSL, Schroeder JA, Jiang L, Zohar Y. A high-performance microsystem for isolating circulating tumor cells. LAB ON A CHIP 2011; 11:3269-76. [PMID: 21837324 PMCID: PMC6765387 DOI: 10.1039/c1lc20331b] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
A unique flow field pattern in a bio-functional microchannel is utilized to significantly enhance the performance of a microsystem developed for selectively isolating circulating tumor cells from cell suspensions. For high performance of such systems, disposal of maximum non-target species is just as important as retention of maximum target species; unfortunately, most studies ignore or fail to report this aspect. Therefore, sensitivity and specificity are introduced as quantitative criteria to evaluate the system performance enabling a direct comparison among systems employing different techniques. The newly proposed fluidic scheme combines a slow flow field, for maximum target-cell attachment, followed by a faster flow field, for maximum detachment of non-target cells. Suspensions of homogeneous or binary mixtures of circulating breast tumor cells, with varying relative concentrations, were driven through antibody-functionalized microchannels. Either EpCAM or cadherin-11 transmembrane receptors were targeted to selectively capture target cells from the suspensions. Cadherin-11-expressing MDA-MB-231 cancer cells were used as target cells, while BT-20 cells were used as non-target cells as they do not express cadherin-11. The attachment and detachment of these two cell lines are characterized, and a two-step attachment/detachment flow field pattern is implemented to enhance the system performance in capturing target cells from binary mixtures. While the system sensitivity remains high, above 0.95, the specificity increases from about 0.85 to 0.95 solely due to the second detachment step even for a 1 : 1000 relative concentration of the target cells.
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Affiliation(s)
- Xiangjun Zheng
- Department of Aerospace and Mechanical Engineering, the University of Arizona, Tucson, AZ, USA
| | - Luthur Siu Lun Cheung
- Department of Aerospace and Mechanical Engineering, the University of Arizona, Tucson, AZ, USA
| | - Joyce A. Schroeder
- Department of Molecular and Cellular Biology, the University of Arizona, Tucson, AZ, USA
- Arizona Cancer Center, the University of Arizona, Tucson, AZ, USA
- BIO5 Innstitute, the University of Arizona, Tucson, AZ, USA
| | - Linan Jiang
- Department of Aerospace and Mechanical Engineering, the University of Arizona, Tucson, AZ, USA
- College of Optical Science, the University of Arizona, Tucson, AZ, USA
| | - Yitshak Zohar
- Department of Aerospace and Mechanical Engineering, the University of Arizona, Tucson, AZ, USA
- Arizona Cancer Center, the University of Arizona, Tucson, AZ, USA
- BIO5 Innstitute, the University of Arizona, Tucson, AZ, USA
- Department of Biomedical Engineering, the University of Arizona, Tucson, AZ, USA
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Reinholz MM, Kitzmann KA, Tenner K, Hillman D, Dueck AC, Hobday TJ, Northfelt DW, Moreno-Aspitia A, Roy V, LaPlant B, Allred JB, Stella PJ, Lingle WL, Perez EA. Cytokeratin-19 and mammaglobin gene expression in circulating tumor cells from metastatic breast cancer patients enrolled in North Central Cancer Treatment Group trials, N0234/336/436/437. Clin Cancer Res 2011; 17:7183-93. [PMID: 21976532 DOI: 10.1158/1078-0432.ccr-11-0981] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
PURPOSE To investigate the associations between baseline and posttreatment circulating tumor cell (CTC) gene expression and outcome of patients enrolled in four North Central Cancer Treatment Group metastatic breast cancer (MBC) trials in which specimens were shipped (at 4°C) from community-based sites to a reference laboratory (Mayo Clinic, Rochester, MN). EXPERIMENTAL DESIGN Blood was collected at treating sites from MBC patients before (baseline), during, and at the end of treatment with erlotinib + gemcitabine (N0234), sorafenib (N0336), irinotecan + cetuximab (N0436), or paclitaxel-poliglumex + capecitabine (N0437). CTCs from 10 mL of EDTA blood were enriched with CD45 depletion, 24 to 30 hours postblood collection. Reverse transcription/quantitative PCR was used to determine cytokeratin-19 (CK19) and mammaglobin (MGB1) mRNA levels in CTCs from up to 13 (N0234), 16 (N0336), 18 (N0436), and 39 (N0437) patients. The gene expressions were normalized to β(2)-microglobulin and calibrated to healthy blood using the 2(-ΔΔCq) algorithm; positivity was defined as 2 or more. RESULTS CK19+mRNA cells were detected in 56% to 75% and MGB1+mRNA cells in 23% to 38% of 86 patients at baseline. CK19+mRNA cells were detected in 30% to 67% and MGB1+mRNA cells in 14% to 64% of 110 postbaseline serial samples. The presence of baseline CK19+mRNA cells (P = 0.01) but not MGB1+mRNA cells (P = 0.14) was significantly associated with shorter overall survival. A decrease in MGB1+mRNA levels (baseline-week 8) seemed to be associated with clinical response (P = 0.05). CONCLUSIONS CTC gene expression analysis conducted by a reference laboratory is feasible when blood is collected from treating sites and processed 24 to 30 hours postcollection. The presence of baseline CK19+mRNA CTCs was associated with poor prognosis; a decrease in MGB1+mRNA CTCs may help predict response to therapy of MBC patients.
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Affiliation(s)
- Monica M Reinholz
- Division of Experimental Pathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota 55906, USA.
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Zheng S, Lin HK, Lu B, Williams A, Datar R, Cote RJ, Tai YC. 3D microfilter device for viable circulating tumor cell (CTC) enrichment from blood. Biomed Microdevices 2011; 13:203-13. [PMID: 20978853 DOI: 10.1007/s10544-010-9485-3] [Citation(s) in RCA: 304] [Impact Index Per Article: 23.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Detection of circulating tumor cells has emerged as a promising minimally invasive diagnostic and prognostic tool for patients with metastatic cancers. We report a novel three dimensional microfilter device that can enrich viable circulating tumor cells from blood. This device consists of two layers of parylene membrane with pores and gap precisely defined with photolithography. The positions of the pores are shifted between the top and bottom membranes. The bottom membrane supports captured cells and minimize the stress concentration on cell membrane and sustain cell viability during filtration. Viable cell capture on device was investigated with scanning electron microscopy, confocal microscopy, and immunofluorescent staining using model systems of cultured tumor cells spiked in blood or saline. The paper presents and validates this new 3D microfiltration concept for circulation tumor cell enrichment application. The device provides a highly valuable tool for assessing and characterizing viable enriched circulating tumor cells in both research and clinical settings.
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Affiliation(s)
- Siyang Zheng
- Department of Bioengineering, Pennsylvania State University, University Park, PA 16802, USA.
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40
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Moon HS, Kwon K, Kim SI, Han H, Sohn J, Lee S, Jung HI. Continuous separation of breast cancer cells from blood samples using multi-orifice flow fractionation (MOFF) and dielectrophoresis (DEP). LAB ON A CHIP 2011; 11:1118-25. [PMID: 21298159 DOI: 10.1039/c0lc00345j] [Citation(s) in RCA: 308] [Impact Index Per Article: 23.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
Circulating tumor cells (CTCs) are highly correlated with the invasive behavior of cancer, so their isolations and quantifications are important for biomedical applications such as cancer prognosis and measuring the responses to drug treatments. In this paper, we present the development of a microfluidic device for the separation of CTCs from blood cells based on the physical properties of cells. For use as a CTC model, we successfully separated human breast cancer cells (MCF-7) from a spiked blood cell sample by combining multi-orifice flow fractionation (MOFF) and dielectrophoretic (DEP) cell separation technique. Hydrodynamic separation takes advantage of the massive and high-throughput filtration of blood cells as it can accommodate a very high flow rate. DEP separation plays a role in precise post-processing to enhance the efficiency of the separation. The serial combination of these two different sorting techniques enabled high-speed continuous flow-through separation without labeling. We observed up to a 162-fold increase in MCF-7 cells at a 126 µL min(-1) flow rate. Red and white blood cells were efficiently removed with separation efficiencies of 99.24% and 94.23% respectively. Therefore, we suggest that our system could be used for separation and detection of CTCs from blood cells for biomedical applications.
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Affiliation(s)
- Hui-Sung Moon
- School of Mechanical Engineering, Yonsei University, 262 Seongsan-no Seodaemun-gu, Seoul, 120-749, South Korea
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41
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Asaga S, Kuo C, Nguyen T, Terpenning M, Giuliano AE, Hoon DSB. Direct serum assay for microRNA-21 concentrations in early and advanced breast cancer. Clin Chem 2010; 57:84-91. [PMID: 21036945 DOI: 10.1373/clinchem.2010.151845] [Citation(s) in RCA: 348] [Impact Index Per Article: 24.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND MicroRNAs (miRs) are a class of small noncoding RNAs whose expression changes have been associated with cancer development and progression. Current techniques to isolate miRs for expression analysis from blood are inefficient. We developed a reverse-transcription quantitative real-time PCR (RT-qPCR) assay for direct detection of circulating miRs in serum. We hypothesized that serum concentrations of miR-21, a biomarker increased in breast tumors, would correlate with the presence and extent of breast cancer. METHODS The RT-qPCR applied directly in serum (RT-qPCR-DS) assay for circulating miR-21 was tested in sera from 102 patients with different stages of breast cancer and 20 healthy female donors. RESULTS The assay was sensitive for detection of miR-21 in 0.625 μL of serum from breast cancer patients. For differentiation of samples from patients with locoregional breast cancer from those from healthy donors, the odds ratio was 1.796 and the area under the curve was 0.721. In a multivariate analysis that included standard clinicopathologic prognostic factors, high circulating miR-21 concentrations correlated significantly (P < 0.001) with visceral metastasis. CONCLUSIONS A novel RT-qPCR-DS can improve the efficiency of miR assessment. Use of this assay to detect circulating miR-21 has diagnostic and prognostic potential in breast cancer.
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Affiliation(s)
- Sota Asaga
- Department of Molecular Oncology, John Wayne Cancer Institute at Saint John's Health Center, Santa Monica, CA 90404, USA
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42
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Panchapakesan B, Caprara R, Velasco V, Loomis J, King B, Xu P, Burkhead T, Sethu P, Stallons LJ, McGregor WG, Rai SN, Kloecker G, Wickstrom E. Micro- and nanotechnology approaches for capturing circulating tumor cells. Cancer Nanotechnol 2010; 1:3-11. [PMID: 26069475 PMCID: PMC4452034 DOI: 10.1007/s12645-010-0007-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2010] [Accepted: 10/01/2010] [Indexed: 12/23/2022] Open
Abstract
Circulating tumor cells (CTC) are cells that have detached from primary tumors and circulate in the bloodstream where they are carried to other organs, leading to seeding of new tumors and metastases. CTC have been known to exist in the bloodstream for more than a century. With recent progress in the area of micro- and nanotechnology, it has been possible to adopt new approaches in CTC research. Microscale and nanoscale studies can throw some light on the time course of CTC appearance in blood and CTC overexpression profiles for cancer-related markers and galvanize the development of drugs to block metastases. CTC counts could serve as endpoint biomarkers and as prognostic markers for patients with a metastatic disease. This paper reviews some of the recent researches on using micro- and nanotechnology to capture and profile CTC.
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Affiliation(s)
- Balaji Panchapakesan
- Small Systems Laboratory, Department of Mechanical Engineering, University of Louisville, Louisville, KY 40292 USA
| | - Robert Caprara
- Small Systems Laboratory, Department of Mechanical Engineering, University of Louisville, Louisville, KY 40292 USA
| | - Vanessa Velasco
- Small Systems Laboratory, Department of Mechanical Engineering, University of Louisville, Louisville, KY 40292 USA
| | - James Loomis
- Small Systems Laboratory, Department of Mechanical Engineering, University of Louisville, Louisville, KY 40292 USA
| | - Ben King
- Small Systems Laboratory, Department of Mechanical Engineering, University of Louisville, Louisville, KY 40292 USA
| | - Peng Xu
- Small Systems Laboratory, Department of Mechanical Engineering, University of Louisville, Louisville, KY 40292 USA
| | - Tom Burkhead
- Department of Bioengineering, University of Louisville, Louisville, KY 40292 USA
| | - Palaniappan Sethu
- Department of Bioengineering, University of Louisville, Louisville, KY 40292 USA
| | - L Jay Stallons
- Department of Pharmacology and Toxicology, University of Louisville, Louisville, KY 40292 USA
| | - W Glenn McGregor
- Department of Pharmacology and Toxicology, University of Louisville, Louisville, KY 40292 USA
| | - Shesh N Rai
- Department of Bioinformatics & Biostatistics and Biostatistics Shared Facility, James Graham Brown Cancer Center, 505 S. Hancock Street, Room 211, Louisville, KY 40202 USA
| | - Goetz Kloecker
- Department of Hematology and Oncology, James Graham Brown Cancer Center, University of Louisville, Louisville, KY 40292 USA
| | - Eric Wickstrom
- Department of Biochemistry and Molecular Biology, Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA 19107 USA
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A mesofluidic multiplex immunosensor for detection of circulating cytokeratin-positive cells in the blood of breast cancer patients. Biomed Microdevices 2010; 13:1-9. [DOI: 10.1007/s10544-010-9465-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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44
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Coumans F, Doggen C, Attard G, de Bono J, Terstappen L. All circulating EpCAM+CK+CD45- objects predict overall survival in castration-resistant prostate cancer. Ann Oncol 2010; 21:1851-1857. [DOI: 10.1093/annonc/mdq030] [Citation(s) in RCA: 170] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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45
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Kuo JS, Zhao Y, Schiro PG, Ng L, Lim DSW, Shelby JP, Chiu DT. Deformability considerations in filtration of biological cells. LAB ON A CHIP 2010; 10:837-42. [PMID: 20379567 DOI: 10.1039/b922301k] [Citation(s) in RCA: 79] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Biological cells are highly sensitive to variation in local pressure because cellular membranes are not rigid. Unlike microbeads, cells deform under pressure or even lyse. In isolating or enriching cells by mechanical filtration, pressure-induced lysis is exacerbated when high local fluidic velocity is present or when a filter reaches its intended capacity. Microfabrication offers new possibilities to design fluidic environments to reduce cellular stress during the filtration process. We describe the underlying biophysics of cellular stress and general solutions to scale up filtration processes for biological cells.
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Affiliation(s)
- Jason S Kuo
- Department of Chemistry, University of Washington, Seattle, WA 98195-1700, USA
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Significance of Circulating Tumor Cells Detected by the CellSearch System in Patients with Metastatic Breast Colorectal and Prostate Cancer. JOURNAL OF ONCOLOGY 2009; 2010:617421. [PMID: 20016752 PMCID: PMC2793426 DOI: 10.1155/2010/617421] [Citation(s) in RCA: 506] [Impact Index Per Article: 33.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/08/2009] [Accepted: 09/28/2009] [Indexed: 02/06/2023]
Abstract
The increasing number of treatment options for patients with metastatic carcinomas has created a concomitant need for new methods to monitor their use. Ideally, these modalities would be noninvasive, be independent of treatment, and provide quantitative real-time analysis of tumor activity in a variety of carcinomas. Assessment of circulating tumor cells (CTCs) shed into the blood during metastasis may satisfy this need. We developed the CellSearch System to enumerate CTC from 7.5 mL of venous blood. In this review we compare the outcomes from three prospective multicenter studies investigating the use of CTC to monitor patients undergoing treatment for metastatic breast (MBC), colorectal (MCRC), or prostate cancer (MPC) and review the CTC definition used in these studies. Evaluation of CTC at anytime during the course of disease allows assessment of patient prognosis and is predictive of overall survival.
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Winter SC, Stephenson SA, Subramaniam SK, Paleri V, Ha K, Marnane C, Krishnan S, Rees G. Long term survival following the detection of circulating tumour cells in head and neck squamous cell carcinoma. BMC Cancer 2009; 9:424. [PMID: 19961621 PMCID: PMC3087340 DOI: 10.1186/1471-2407-9-424] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2009] [Accepted: 12/06/2009] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Techniques for detecting circulating tumor cells in the peripheral blood of patients with head and neck cancers may identify individuals likely to benefit from early systemic treatment. METHODS Reconstruction experiments were used to optimise immunomagnetic enrichment and RT-PCR detection of circulating tumor cells using four markers (ELF3, CK19, EGFR and EphB4). This method was then tested in a pilot study using samples from 16 patients with advanced head and neck carcinomas. RESULTS Seven patients were positive for circulating tumour cells both prior to and after surgery, 4 patients were positive prior to but not after surgery, 3 patients were positive after but not prior to surgery and 2 patients were negative. Two patients tested positive for circulating cells but there was no other evidence of tumor spread. Given this patient cohort had mostly advanced disease, as expected the detection of circulating tumour cells was not associated with significant differences in overall or disease free survival. CONCLUSION For the first time, we show that almost all patients with advanced head and neck cancers have circulating cells at the time of surgery. The clinical application of techniques for detection of spreading disease, such as the immunomagnetic enrichment RT-PCR analysis used in this study, should be explored further.
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Affiliation(s)
- Stuart C Winter
- Department of Otolaryngology, Head and Neck Surgery, Royal Adelaide Hospital, North Terrace, Adelaide, South Australia, 5000, Australia.
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Circulating tumour cell detection: a direct comparison between the CellSearch System, the AdnaTest and CK-19/mammaglobin RT-PCR in patients with metastatic breast cancer. Br J Cancer 2009; 102:276-84. [PMID: 19953098 PMCID: PMC2816650 DOI: 10.1038/sj.bjc.6605472] [Citation(s) in RCA: 141] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND The detection, enumeration and isolation of circulating tumour cells (CTCs) have considerable potential to influence the clinical management of patients with breast cancer. There is, however, substantial variability in the rates of positive samples using existing detection techniques. The lack of standardisation of technology hampers the implementation of CTC measurement in clinical routine practice. METHODS This study was designed to directly compare three techniques for detecting CTCs in blood samples taken from 76 patients with metastatic breast cancer (MBC) and from 20 healthy controls: the CellSearch CTC System, the AdnaTest Breast Cancer Select/Detect and a previously developed real-time qRT-PCR assay for the detection of CK-19 and mammaglobin transcripts. RESULTS As a result, 36% of patients with MBC were positive by the CellSearch System, 22% by the AdnaTest, 26% using RT-PCR for CK-19 and 54% using RT-PCR for mammaglobin. Samples were significantly more likely to be positive for at least one mRNA marker using RT-PCR than using the CellSearch System (P=0.001) or the AdnaTest (P<0.001). CONCLUSION We observed a substantial variation in the detection rates of CTCs in blood from breast cancer patients using three different techniques. A higher rate of positive samples was observed using a combined qRT-PCR approach for CK-19 and mammaglobin, which suggests that this is currently the most sensitive technique for detecting CTCs.
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Tan SJ, Yobas L, Lee GYH, Ong CN, Lim CT. Microdevice for the isolation and enumeration of cancer cells from blood. Biomed Microdevices 2009; 11:883-92. [PMID: 19387837 DOI: 10.1007/s10544-009-9305-9] [Citation(s) in RCA: 251] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Cancer metastasis is the main attribute to cancer-related deaths. Furthermore, clinical reports have shown a strong correlation between the disease development and number of circulating tumor cells (CTCs) in the peripheral blood of cancer patients. Here, we present a label-free microdevice capable of isolating cancer cells from whole blood via their distinctively different physical properties such as deformability and size. The isolation efficiency is at least 80% for tests performed on breast and colon cancer cells. Viable isolated cells are also obtained which may give further insights to the understanding of the metastatic process. Contrasting with conventional biochemical techniques, the uniqueness of this microdevice lies in the mechanistic and efficient means of isolating viable cancer cells in blood. The microdevice has the potential to be used for routine monitoring of cancer development and cancer therapy in a clinical setting.
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Affiliation(s)
- Swee Jin Tan
- Institute of Microelectronics, A*STAR (Agency for Science, Technology and Research), 11 Science Park Road, Singapore Science Park II, Singapore 117685, Singapore
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Pestrin M, Bessi S, Galardi F, Truglia M, Biggeri A, Biagioni C, Cappadona S, Biganzoli L, Giannini A, Di Leo A. Correlation of HER2 status between primary tumors and corresponding circulating tumor cells in advanced breast cancer patients. Breast Cancer Res Treat 2009; 118:523-30. [DOI: 10.1007/s10549-009-0461-7] [Citation(s) in RCA: 141] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2009] [Accepted: 06/26/2009] [Indexed: 10/20/2022]
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