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Han K, Sun M, Zhang J, Fu W, Hu R, Liu D, Liu W. Large-scale investigation of single cell activities and response dynamics in a microarray chip with a microfluidics-fabricated microporous membrane. Analyst 2021; 146:4303-4313. [PMID: 34105525 DOI: 10.1039/d1an00784j] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Microengineering technology involving microfabrication, micropatterning and microfluidics enables promising advances in single cell manipulation and analysis. Herein, we describe a parallel, large-scale, and temporal investigation of diverse single cell activities and response dynamics using a facile-assembled microwell array chip with a microfluidics-molded microporous membrane. We demonstrated that the versatility with respect to geometrical homogeneity and diversity of microporous membrane fabrication, as well as the stability, repeatability, and reproducibility rely on the well-improved molding. Serial and practical operations including controllable single cell trapping, array-like culture or chemical stimulation, and temporal monitoring can be smoothly completed in the chip. We confirmed that the microwell array chip allowed an efficient construction of a single cell array. Using the cell array, on-chip detection of single cell behaviours under various culture and drug therapy conditions to explore phenotypic heterogeneity was achieved in massive and dynamic manners. These achievements provide a facile and reliable methodology for fabricating microporous membranes with precise control and for developing universal microplatforms to perform robust manipulation and versatile analysis of single cells. This work also offers an insight into the development of easy to fabricate/use and market-oriented microsystems for single cell research, pharmaceutical development, and high-throughput screening.
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Affiliation(s)
- Kai Han
- Departments of Biomedical Engineering and Pathology, School of Basic Medical Science, Central South University, Changsha, Hunan 410013, China.
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2
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Lv Z, Man Z, Xu Z, Feng C, Yang Y, Liao Q, Wang X, Zheng L, Fu H. Intracellular near-Infrared Microlaser Probes Based on Organic Microsphere-SiO 2 Core-Shell Structures for Cell Tagging and Tracking. ACS APPLIED MATERIALS & INTERFACES 2018; 10:32981-32987. [PMID: 30080392 DOI: 10.1021/acsami.8b09380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Conventional near-infrared (NIR) luminescent probes, such as DsRed and Cy5, utilize spontaneous emission (SE) signals, which are broad (fwhm >50 nm) and often have low quantum yield. Herein, we developed smart NIR intracellular whispering-gallery mode (WGM) microlaser probes made by organic microspheres of (E)-3-(4-(diptolylamino)phenyl)-1-(1-hydroxynaphthalen-2-yl)prop-2-en-1-one (DPHP) coated with a silica shell. The overall small diameter ( D, adjustable between 2 and 10 μm) and the biocompatible silica shell ensure our core-shell microspheres (CSmSPs) to be engulfed in cells as a microlaser operating around 720 nm with a low threshold of 0.78 μJ/cm2. Considering that WGM mode spacing depending strongly on its size, it will be possible to distinguish millions of individual macrophages through well-defined WGM lasing peaks (fwhm ≤2 nm) of CSmSPs of different sizes. Furthermore, we monitored the transformation of normal macrophages to foamy ones by encoding them with our NIR CSmSPs microlaser probes, which deliver constant WGM lasing signals with a spectral fluctuation <0.02 nm and excellent stability.
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Affiliation(s)
- Zheng Lv
- Beijing Key Laboratory for Optical Materials and Photonic Devices, Department of Chemistry , Capital Normal University , Beijing 100048 , P. R. China
| | - Zhongwei Man
- Beijing Key Laboratory for Optical Materials and Photonic Devices, Department of Chemistry , Capital Normal University , Beijing 100048 , P. R. China
| | - Zhenzhen Xu
- Beijing Key Laboratory for Optical Materials and Photonic Devices, Department of Chemistry , Capital Normal University , Beijing 100048 , P. R. China
| | - Changfu Feng
- Tianjin Key Laboratory of Molecular Optoelectronic Sciences Department of Chemistry, School of Sciences , Tianjin University Tianjin Collaborative Innovation Center of Chemical Science and Engineering , Tianjin 300072 , People's Republic of China
| | - Yong Yang
- Beijing Key Laboratory for Optical Materials and Photonic Devices, Department of Chemistry , Capital Normal University , Beijing 100048 , P. R. China
| | - Qing Liao
- Beijing Key Laboratory for Optical Materials and Photonic Devices, Department of Chemistry , Capital Normal University , Beijing 100048 , P. R. China
| | - Xu Wang
- School of Basic Medical Sciences, and Key Laboratory of Molecular Cardiovascular Sciences of Ministry of Education, the Institute of Cardiovascular Sciences and Institute of Systems Biomedicine , Peking University Health Science Center , Beijing 100191 , P. R. China
| | - Lemin Zheng
- School of Basic Medical Sciences, and Key Laboratory of Molecular Cardiovascular Sciences of Ministry of Education, the Institute of Cardiovascular Sciences and Institute of Systems Biomedicine , Peking University Health Science Center , Beijing 100191 , P. R. China
| | - Hongbing Fu
- Beijing Key Laboratory for Optical Materials and Photonic Devices, Department of Chemistry , Capital Normal University , Beijing 100048 , P. R. China
- Tianjin Key Laboratory of Molecular Optoelectronic Sciences Department of Chemistry, School of Sciences , Tianjin University Tianjin Collaborative Innovation Center of Chemical Science and Engineering , Tianjin 300072 , People's Republic of China
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Abstract
Cancer immunotherapy fights against cancer by modulating the immune response and is delivering encouraging results in clinical treatments. However, it is challenging to achieve durable response in all cancer patients during treatment due to the diversity and dynamic nature of immune system as well as inter- and intratumor heterogeneity. A comprehensive assessment of system immunity and tumor microenvironment is crucial for effective and safe cancer therapy, which can potentially be resolved by single-cell proteomic analysis. Single-cell proteomic technologies enable system-wide profiling of protein levels in a number of single cells within the immune system and tumor microenvironment, and thereby provide direct assessment of the functional state of the immune cells and tumor-immune interaction that could be used to evaluate efficacy of immunotherapy and to improve clinical outcome. In this chapter, we summarized current single-cell proteomic technologies and their applications in cancer immunotherapy.
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4
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Lim JT, Yoon YS, Lee WY, Jeong JT, Kim GS, Kim TG, Lee SK. Microfluidic channel-coupled 3D quartz nanohole arrays for high capture and release efficiency of BT20 cancer cells. NANOSCALE 2017; 9:17224-17232. [PMID: 29068023 DOI: 10.1039/c7nr04961g] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Nanostructured materials, such as silicon nanowires, quartz nanostructures, and polymer-modified nanostructures, are a promising new class of materials for the capture and enumeration of very rare tumor cells, including circulating tumor cells (CTCs), to examine their biological characteristics in whole blood of cancer patients. These cells can then be used for transplantation, anti-tumor cell therapy, and cell-secreted protein studies. It is believed that 3-dimensional (3D) nanostructured substrates efficiently enhance cell capture yields due to the increased local contacts between the 3D nanostructures and extracellular extensions of the tumor cells. Recent studies have been performed with enhanced cell capture yields thanks to various nanostructured platforms; however, there remains an urgent need both to capture and release viable rare tumor cells for further molecular (i.e., protein) analysis and to develop patient-specific drugs. Here, we first demonstrate that our 3D quartz nanohole array (QNHA) tumor cell capture and release system allows us not only to selectively capture rare tumor cells, but also to release the cells with high capture and release rates. This system was developed using streptavidin (STR)-functionalized QNHA (STR-QNHA) with a microfluidic channel. Our system has ideal cell-separation yields of as high as 85-91% and high release rates of >90% for the BT20 cell line. We suggest that the use of a microfluidic channel technique coupled with a STR-QNHA cell capture and release chip (STR-QNHA cell chip) would be a powerful and simple process to evaluate the capture, enumeration, and release of CTCs from patient whole blood for studying further cell therapy and tumor-cell-secreted molecules.
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Affiliation(s)
- Jung-Taek Lim
- Department of Physics, Chung-Ang University, Seoul 06974, Republic of Korea.
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5
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Berthuy OI, Muldur SK, Rossi F, Colpo P, Blum LJ, Marquette CA. Multiplex cell microarrays for high-throughput screening. LAB ON A CHIP 2016; 16:4248-4262. [PMID: 27731880 DOI: 10.1039/c6lc00831c] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Microarray technology was developed in the early 1990s to measure the transcription levels of thousands of genes in parallel. The basic premise of high-density arraying has since been expanded to create cell microarrays. Cells on chip are powerful experimental tools for high-throughput and multiplex screening of samples or cellular functions. Miniaturization increases assay throughput while reducing both reagent consumption and cell population heterogeneity effect, making these systems attractive for a wide range of assays, from drug discovery to toxicology, stem cell research and therapy. It is usual to functionalize the surface of a substrate to design cell microarrays. One form of cell microarrays, the transfected cell microarray, wherein plasmid DNA or siRNA spotted on the surface of a substrate is reverse-transfected locally into adherent cells, has become a standard tool for parallel cell-based analysis. With the advent of technology, cells can also be directly spotted onto functionalized surfaces using robotic fluid-dispensing devices or printed directly on bio-ink material. We are providing herein an overview of the latest developments in optical cell microarrays allowing high-throughput and high-content analysis.
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Affiliation(s)
- Ophélie I Berthuy
- Univ Lyon, Université Lyon1, CNRS, INSA, CPE-Lyon, ICBMS, UMR 5246, 43, Bd du 11 novembre 1918, 69622 Villeurbanne cedex, France.
| | - Sinan K Muldur
- Européen Commission, Joint Research Centre, Institute for Heath and Consumer Protection, Ispra, VA, Italy
| | - François Rossi
- Européen Commission, Joint Research Centre, Institute for Heath and Consumer Protection, Ispra, VA, Italy
| | - Pascal Colpo
- Européen Commission, Joint Research Centre, Institute for Heath and Consumer Protection, Ispra, VA, Italy
| | - Loïc J Blum
- Univ Lyon, Université Lyon1, CNRS, INSA, CPE-Lyon, ICBMS, UMR 5246, 43, Bd du 11 novembre 1918, 69622 Villeurbanne cedex, France.
| | - Christophe A Marquette
- Univ Lyon, Université Lyon1, CNRS, INSA, CPE-Lyon, ICBMS, UMR 5246, 43, Bd du 11 novembre 1918, 69622 Villeurbanne cedex, France.
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6
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A high-content image-based method for quantitatively studying context-dependent cell population dynamics. Sci Rep 2016; 6:29752. [PMID: 27452732 PMCID: PMC4958988 DOI: 10.1038/srep29752] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2016] [Accepted: 06/23/2016] [Indexed: 12/12/2022] Open
Abstract
Tumor progression results from a complex interplay between cellular heterogeneity, treatment response, microenvironment and heterocellular interactions. Existing approaches to characterize this interplay suffer from an inability to distinguish between multiple cell types, often lack environmental context, and are unable to perform multiplex phenotypic profiling of cell populations. Here we present a high-throughput platform for characterizing, with single-cell resolution, the dynamic phenotypic responses (i.e. morphology changes, proliferation, apoptosis) of heterogeneous cell populations both during standard growth and in response to multiple, co-occurring selective pressures. The speed of this platform enables a thorough investigation of the impacts of diverse selective pressures including genetic alterations, therapeutic interventions, heterocellular components and microenvironmental factors. The platform has been applied to both 2D and 3D culture systems and readily distinguishes between (1) cytotoxic versus cytostatic cellular responses; and (2) changes in morphological features over time and in response to perturbation. These important features can directly influence tumor evolution and clinical outcome. Our image-based approach provides a deeper insight into the cellular dynamics and heterogeneity of tumors (or other complex systems), with reduced reagents and time, offering advantages over traditional biological assays.
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Cells on chip for multiplex screening. Biosens Bioelectron 2016; 76:29-37. [DOI: 10.1016/j.bios.2015.04.024] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2015] [Revised: 04/08/2015] [Accepted: 04/10/2015] [Indexed: 01/18/2023]
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Kwak M, Han L, Chen JJ, Fan R. Interfacing Inorganic Nanowire Arrays and Living Cells for Cellular Function Analysis. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2015; 11:5600-10. [PMID: 26349637 PMCID: PMC4676807 DOI: 10.1002/smll.201501236] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/03/2015] [Revised: 06/26/2015] [Indexed: 04/14/2023]
Abstract
Inorganic nanowires are among the most attractive functional materials, which have emerged in the past two decades. They have demonstrated applications in information technology and energy conversion, but their utility in biological or biomedical research remains relatively under-explored. Although nanowire-based sensors have been frequently reported for biomolecular detection, interfacing nanowire arrays and living mammalian cells for the direct analysis of cellular functions is a very recent endeavor. Cell-penetrating nanowires enabled effective delivery of biomolecules, electrical and optical stimulation and recording of intracellular signals over a long period of time. Non-penetrating, high-density nanowire arrays display rich interactions between the nanostructured substrate and the micro/nanoscale features of cell surfaces. Such interactions enable efficient capture of rare cells including circulating tumor cells and trafficking leukocytes from complex biospecimens. It also serves as a platform for probing cell traction force and neuronal guidance. The most recent advances in the field that exploits nanowire arrays (both penetrating and non-penetrating) to perform rapid analysis of cellular functions potentially for disease diagnosis and monitoring are reviewed.
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Affiliation(s)
- Minsuk Kwak
- Department of Biomedical Engineering, Yale University, New Haven, CT 06520, USA
| | - Lin Han
- Department of Biomedical Engineering, Yale University, New Haven, CT 06520, USA
| | - Jonathan J. Chen
- Department of Biomedical Engineering, Yale University, New Haven, CT 06520, USA
| | - Rong Fan
- Department of Biomedical Engineering, Yale University, New Haven, CT 06520, USA. Yale Cancer Center, New Haven, CT 06520, USA
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9
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Digital microfluidic immunocytochemistry in single cells. Nat Commun 2015; 6:7513. [PMID: 26104298 PMCID: PMC4491823 DOI: 10.1038/ncomms8513] [Citation(s) in RCA: 78] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2015] [Accepted: 05/14/2015] [Indexed: 01/06/2023] Open
Abstract
We report a new technique called Digital microfluidic Immunocytochemistry in Single Cells (DISC). DISC automates protocols for cell culture, stimulation and immunocytochemistry, enabling the interrogation of protein phosphorylation on pulsing with stimulus for as little as 3 s. DISC was used to probe the phosphorylation states of platelet-derived growth factor receptor (PDGFR) and the downstream signalling protein, Akt, to evaluate concentration- and time-dependent effects of stimulation. The high time resolution of the technique allowed for surprising new observations-for example, a 10 s pulse stimulus of a low concentration of PDGF is sufficient to cause >30% of adherent fibroblasts to commit to Akt activation. With the ability to quantitatively probe signalling events with high time resolution at the single-cell level, we propose that DISC may be an important new technique for a wide range of applications, especially for screening signalling responses of a heterogeneous cell population.
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10
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Kim DJ, Lee WY, Park NW, Kim GS, Lee KM, Kim J, Choi MK, Lee GH, Han W, Lee SK. Drug response of captured BT20 cells and evaluation of circulating tumor cells on a silicon nanowire platform. Biosens Bioelectron 2015; 67:370-8. [DOI: 10.1016/j.bios.2014.08.057] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2014] [Revised: 08/16/2014] [Accepted: 08/22/2014] [Indexed: 12/16/2022]
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11
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Oliveira MB, Mano JF. High-throughput screening for integrative biomaterials design: exploring advances and new trends. Trends Biotechnol 2014; 32:627-36. [DOI: 10.1016/j.tibtech.2014.09.009] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2014] [Revised: 09/20/2014] [Accepted: 09/25/2014] [Indexed: 12/21/2022]
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12
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Kwak M, Kim DJ, Lee MR, Wu Y, Han L, Lee SK, Fan R. Nanowire array chips for molecular typing of rare trafficking leukocytes with application to neurodegenerative pathology. NANOSCALE 2014; 6:6537-50. [PMID: 24705924 PMCID: PMC4048658 DOI: 10.1039/c3nr06465d] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Despite the presence of the blood-brain barrier (BBB) that restricts the entry of immune cells and mediators into the central nervous system (CNS), a small number of peripheral leukocytes can traverse the BBB and infiltrate into the CNS. The cerebrospinal fluid (CSF) is one of the major routes through which trafficking leukocytes migrate into the CNS. Therefore, the number of leukocytes and their phenotypic compositions in the CSF may represent important sources to investigate immune-to-brain interactions or diagnose and monitor neurodegenerative diseases. Due to the paucity of trafficking leucocytes in the CSF, a technology capable of efficient isolation, enumeration, and molecular typing of these cells in the clinical settings has not been achieved. In this study, we report on a biofunctionalized silicon nanowire array chip for highly efficient capture and multiplexed phenotyping of rare trafficking leukocytes in small quantities (50 microliters) of clinical CSF specimens collected from neurodegenerative disease patients. The antibody coated 3D nanostructured materials exhibited vastly improved rare cell capture efficiency due to high-affinity binding and enhanced cell-substrate interactions. Moreover, our platform creates multiple cell capture interfaces, each of which can selectively isolate specific leukocyte phenotypes. A comparison with the traditional immunophenotyping using flow cytometry demonstrated that our novel silicon nanowire-based rare cell analysis platform can perform rapid detection and simultaneous molecular characterization of heterogeneous immune cells. Multiplexed molecular typing of rare leukocytes in CSF samples collected from Alzheimer's disease patients revealed the elevation of white blood cell counts and significant alterations in the distribution of major leukocyte phenotypes. Our technology represents a practical tool for potentially diagnosing and monitoring the pathogenesis of neurodegenerative diseases by allowing an effective hematological analysis of the CSF from patients.
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Affiliation(s)
- Minsuk Kwak
- Department of Biomedical Engineering, Yale University, New Haven, CT 06520, USA.
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13
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Wei W, Shin YS, Ma C, Wang J, Elitas M, Fan R, Heath JR. Microchip platforms for multiplex single-cell functional proteomics with applications to immunology and cancer research. Genome Med 2013; 5:75. [PMID: 23998271 PMCID: PMC3978720 DOI: 10.1186/gm479] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Single-cell functional proteomics assays can connect genomic information to biological function through quantitative and multiplex protein measurements. Tools for single-cell proteomics have developed rapidly over the past 5 years and are providing approaches for directly elucidating phosphoprotein signaling networks in cancer cells or for capturing high-resolution snapshots of immune system function in patients with various disease conditions. We discuss advances in single-cell proteomics platforms, with an emphasis on microchip methods. These methods can provide a direct correlation of morphological, functional and molecular signatures at the single-cell level. We also provide examples of how those platforms are being applied to both fundamental biology and clinical studies, focusing on immune-system monitoring and phosphoprotein signaling networks in cancer.
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Affiliation(s)
- Wei Wei
- NanoSystems Biology Cancer Center, Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA ; Department of Applied Physics and Materials Science, California Institute of Technology, Pasadena, CA 91125, USA
| | - Young Shik Shin
- NanoSystems Biology Cancer Center, Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Chao Ma
- NanoSystems Biology Cancer Center, Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Jun Wang
- NanoSystems Biology Cancer Center, Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Meltem Elitas
- Department of Biomedical Engineering, Yale University, New Haven, CT 06520, USA
| | - Rong Fan
- Department of Biomedical Engineering, Yale University, New Haven, CT 06520, USA
| | - James R Heath
- NanoSystems Biology Cancer Center, Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
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Trouillon R, Passarelli MK, Wang J, Kurczy ME, Ewing AG. Chemical Analysis of Single Cells. Anal Chem 2012; 85:522-42. [DOI: 10.1021/ac303290s] [Citation(s) in RCA: 152] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Raphaël Trouillon
- University of Gothenburg, Department of Chemistry and Molecular
Biology, 41296 Gothenburg, Sweden
| | - Melissa K. Passarelli
- University of Gothenburg, Department of Chemistry and Molecular
Biology, 41296 Gothenburg, Sweden
| | - Jun Wang
- University of Gothenburg, Department of Chemistry and Molecular
Biology, 41296 Gothenburg, Sweden
| | - Michael E. Kurczy
- Chalmers University, Department of Chemistry
and Biological Engineering, 41296 Gothenburg, Sweden
| | - Andrew G. Ewing
- University of Gothenburg, Department of Chemistry and Molecular
Biology, 41296 Gothenburg, Sweden
- Chalmers University, Department of Chemistry
and Biological Engineering, 41296 Gothenburg, Sweden
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