1
|
Aguilar-Avelar C, Soto-García B, Aráiz-Hernández D, Yee-de León JF, Esparza M, Chacón F, Delgado-Balderas JR, Alvarez MM, Trujillo-de Santiago G, Gómez-Guerra LS, Velarde-Calvillo LP, Abarca-Blanco A, Wong-Campos JD. High-Throughput Automated Microscopy of Circulating Tumor Cells. Sci Rep 2019; 9:13766. [PMID: 31551445 PMCID: PMC6760523 DOI: 10.1038/s41598-019-50241-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Accepted: 09/09/2019] [Indexed: 12/21/2022] Open
Abstract
Circulating tumor cells (CTCs) have the potential of becoming the gold standard marker for cancer diagnosis, prognosis and monitoring. However, current methods for its isolation and characterization suffer from equipment variability and human operator error that hinder its widespread use. Here we report the design and construction of a fully automated high-throughput fluorescence microscope that enables the imaging and classification of cancer cells that were labeled by immunostaining procedures. An excellent agreement between our machine vision-based approach and a state-of-the-art microscopy equipment was achieved. Our integral approach provides a path for operator-free and robust analysis of cancer cells as a standard clinical practice.
Collapse
Affiliation(s)
| | | | | | | | | | | | - Jesús Rolando Delgado-Balderas
- Departamento de Bioquímica y Medicina Molecular, Facultad de Medicina, Universidad Autónoma de Nuevo León, Monterrey, 64460, Mexico
| | - Mario M Alvarez
- Centro de Biotecnología-FEMSA, Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Monterrey, 64849, Mexico.,Departamento de Bioingeniería, Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Monterrey, 64849, Mexico
| | - Grissel Trujillo-de Santiago
- Centro de Biotecnología-FEMSA, Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Monterrey, 64849, Mexico.,Departamento de Mecatrónica e Ingeniería Eléctrica, Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Monterrey, 64849, Mexico
| | - Lauro S Gómez-Guerra
- Servicio de Urología, Hospital Universitario "Dr. José Eleuterio González", Universidad Autónoma de Nuevo León, Monterrey, 64460, Mexico
| | | | | | - J D Wong-Campos
- Delee Corp., Mountain View, CA, 94041, USA. .,Department of Physics, Joint Quantum Institute and Joint Center for Quantum Information and Computer Science, University of Maryland, College Park, MD, 20742, USA.
| |
Collapse
|
2
|
Tabbaa SM, Sharp JL, Burg KJL. Characterization and Separation of Cancer Cells with a Wicking Fiber Device. Ann Biomed Eng 2017; 45:2933-2941. [PMID: 28986723 DOI: 10.1007/s10439-017-1909-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2017] [Accepted: 08/27/2017] [Indexed: 11/29/2022]
Abstract
Current cancer diagnostic methods lack the ability to quickly, simply, efficiently, and inexpensively screen cancer cells from a mixed population of cancer and normal cells. Methods based on biomarkers are unreliable due to complexity of cancer cells, plasticity of markers, and lack of common tumorigenic markers. Diagnostics are time intensive, require multiple tests, and provide limited information. In this study, we developed a novel wicking fiber device that separates cancer and normal cell types. To the best of our knowledge, no previous work has used vertical wicking of cells through fibers to identify and isolate cancer cells. The device separated mouse mammary tumor cells from a cellular mixture containing normal mouse mammary cells. Further investigation showed the device separated and isolated human cancer cells from a heterogeneous mixture of normal and cancerous human cells. We report a simple, inexpensive, and rapid technique that has potential to identify and isolate cancer cells from large volumes of liquid samples that can be translated to on-site clinic diagnosis.
Collapse
Affiliation(s)
- Suzanne M Tabbaa
- Department of Bioengineering, Clemson University, Clemson, SC, 29634, USA.,Institute for Biological Interfaces of Engineering, Clemson University, Clemson, SC, 29634, USA
| | - Julia L Sharp
- Department of Mathematical Sciences, Clemson University, Clemson, SC, 29634, USA
| | - Karen J L Burg
- Institute for Biological Interfaces of Engineering, Clemson University, Clemson, SC, 29634, USA. .,College of Veterinary Medicine, University of Georgia, 501 D.W. Brooks Drive, Athens, GA, 30602, USA.
| |
Collapse
|
3
|
Hosseini SA, Abdolahad M, Zanganeh S, Dahmardeh M, Gharooni M, Abiri H, Alikhani A, Mohajerzadeh S, Mashinchian O. Nanoelectromechanical Chip (NELMEC) Combination of Nanoelectronics and Microfluidics to Diagnose Epithelial and Mesenchymal Circulating Tumor Cells from Leukocytes. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2016; 12:883-891. [PMID: 26727927 DOI: 10.1002/smll.201502808] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2015] [Revised: 11/28/2015] [Indexed: 06/05/2023]
Abstract
An integrated nano-electromechanical chip (NELMEC) has been developed for the label-free distinguishing of both epithelial and mesenchymal circulating tumor cells (ECTCs and MCTCs, respectively) from white blood cells (WBCs). This nanoelectronic microfluidic chip fabricated by silicon micromachining can trap large single cells (>12 µm) at the opening of the analysis microchannel arrays. The nature of the captured cells is detected using silicon nanograss (SiNG) electrodes patterned at the entrance of the channels. There is an observable difference between the membrane capacitance of the ECTCs and MCTCs and that of WBCs (measured using SiNG electrodes), which is the key indication for our diagnosis. The NELMEC chip not only solves the problem of the size overlap between CTCs and WBCs but also detects MCTCs without the need for any markers or tagging processes, which has been an important problem in previously reported CTC detection systems. The great conductivity of the gold-coated SiNG nanocontacts as well as their safe penetration into the membrane of captured cells, facilitate a precise and direct signal extraction to distinguish the type of captured cell. The results achieved from epithelial (MCF-7) and mesenchymal (MDA-MB231) breast cancer cells circulated in unprocessed blood suggest the significant applications for these diagnostic abilities of NELMEC.
Collapse
Affiliation(s)
- Seied Ali Hosseini
- Nano Electronic Center of Excellence, Nano Bio Electronic Devices Lab and Thin Film and NanoElectronics Lab, School of Electrical and Computer Engineering, University of Tehran, 14395/515, Tehran, Iran
| | - Mohammad Abdolahad
- Nano Electronic Center of Excellence, Nano Bio Electronic Devices Lab and Thin Film and NanoElectronics Lab, School of Electrical and Computer Engineering, University of Tehran, 14395/515, Tehran, Iran
| | - Somayeh Zanganeh
- Nano Electronic Center of Excellence, Nano Bio Electronic Devices Lab and Thin Film and NanoElectronics Lab, School of Electrical and Computer Engineering, University of Tehran, 14395/515, Tehran, Iran
| | - Mahyar Dahmardeh
- Nano Electronic Center of Excellence, Nano Bio Electronic Devices Lab and Thin Film and NanoElectronics Lab, School of Electrical and Computer Engineering, University of Tehran, 14395/515, Tehran, Iran
| | - Milad Gharooni
- Nano Electronic Center of Excellence, Nano Bio Electronic Devices Lab and Thin Film and NanoElectronics Lab, School of Electrical and Computer Engineering, University of Tehran, 14395/515, Tehran, Iran
| | - Hamed Abiri
- Nano Electronic Center of Excellence, Nano Bio Electronic Devices Lab and Thin Film and NanoElectronics Lab, School of Electrical and Computer Engineering, University of Tehran, 14395/515, Tehran, Iran
| | - Alireza Alikhani
- Nano Electronic Center of Excellence, Nano Bio Electronic Devices Lab and Thin Film and NanoElectronics Lab, School of Electrical and Computer Engineering, University of Tehran, 14395/515, Tehran, Iran
| | - Shams Mohajerzadeh
- Nano Electronic Center of Excellence, Nano Bio Electronic Devices Lab and Thin Film and NanoElectronics Lab, School of Electrical and Computer Engineering, University of Tehran, 14395/515, Tehran, Iran
| | - Omid Mashinchian
- Institute of Bioengineering, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), CH-1015, Lausanne, Switzerland
| |
Collapse
|
4
|
Abstract
In an effort to discover a noninvasive method for predicting which cancer patients will benefit from therapy targeting the EGFR and HER2 proteins, a large body of the research has been conducted toward the development of PET and SPECT imaging agents, which selectively target these receptors. We provide a general overview of the advances made toward imaging EGFR and HER2, detailing the investigation of PET and SPECT imaging agents ranging in size from small molecules to monoclonal antibodies.
Collapse
Affiliation(s)
- Emily B Corcoran
- Department of Chemistry and Chemical Biology, Northeastern University, 360 Huntington Avenue, Boston, Massachusetts
| | | |
Collapse
|