1
|
Ihadjadene Y, Walther T, Krujatz F. Optimized Protocol for Microalgae DNA Staining with SYTO9/SYBR Green I, Based on Flow Cytometry and RSM Methodology: Experimental Design, Impacts and Validation. Methods Protoc 2022; 5:76. [PMID: 36287048 PMCID: PMC9612149 DOI: 10.3390/mps5050076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 09/17/2022] [Accepted: 09/20/2022] [Indexed: 11/17/2022] Open
Abstract
Multiple fluorochromes are extensively used to investigate different microalgal aspects, such as viability and physiology. Some of them can be used to stain nucleic acids (DNA). Well-known examples are SYBR Green I and SYTO 9, the latter of which offers several advantages, especially when combined with flow cytometry (FCM)—a powerful method for studying microalgal population heterogeneity and analyzing their cell cycles. However, the effects of these dyes on the microalgae cell physiology have not been fully elucidated yet. A statistical experimental design, using response surface methodology (RSM) with FCM was applied in this study to optimize the DNA staining of a non-conventional microalgae, Chromochloris zofingiensis, with SYBR Green I and SYTO 9, and to optimize the variables affecting staining efficiency, i.e., the dye concentration, incubation time and staining temperature. We found that none of these factors affects the staining efficiency, which was not less than 99.65%. However, for both dyes, the dye concentration was shown to be the most significant factor causing cell damage (p-values: 0.0003; <0.0001) for SYBR Green I and SYTO 9, respectively. The staining temperature was only significant for SYTO 9 (p-value: 0.0082), and no significant effect was observed regarding the incubation time for both dyes. The values of the optimized parameters (0.5 µM, 05 min and 25 °C) for SYTO 9 and (0.5 X, 5 min and 25 °C) for SYBR Green I resulted in the maximum staining efficiency (99.8%; 99.6%), and the minimum damaging effects (12.86%; 13.75%) for SYTO 9 and SYBR Green I, respectively. These results offer new perspectives for improving the use of DNA staining fluorochromes and provides insights into their possible side effects on microalgae.
Collapse
Affiliation(s)
- Yob Ihadjadene
- Institute of Natural Materials Technology, Technische Universität Dresden, 01069 Dresden, Germany
| | - Thomas Walther
- Institute of Natural Materials Technology, Technische Universität Dresden, 01069 Dresden, Germany
| | - Felix Krujatz
- Institute of Natural Materials Technology, Technische Universität Dresden, 01069 Dresden, Germany
- Biotopa gGmbH—Center for Applied Aquaculture & Bioeconomy, 01454 Radeberg, Germany
- Faculty of Natural and Environmental Sciences, University of Applied Sciences Zittau/Görlitz, 02763 Zittau, Germany
| |
Collapse
|
2
|
Wlodkowic D, Czerw A, Karakiewicz B, Deptała A. Recent progress in cytometric technologies and their applications in ecotoxicology and environmental risk assessment. Cytometry A 2021; 101:203-219. [PMID: 34652065 DOI: 10.1002/cyto.a.24508] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 09/20/2021] [Accepted: 09/30/2021] [Indexed: 12/14/2022]
Abstract
Environmental toxicology focuses on identifying and predicting impact of potentially toxic anthropogenic chemicals on biosphere at various levels of biological organization. Presently there is a significant drive to gain deeper understanding of cellular and sub-cellular mechanisms of ecotoxicity. Most notable is increased focus on elucidation of cellular-response networks, interactomes, and greater implementation of cell-based biotests using high-throughput procedures, while at the same time decreasing the reliance on standard animal models used in ecotoxicity testing. This is aimed at discovery and interpretation of molecular pathways of ecotoxicity at large scale. In this regard, the applications of cytometry are perhaps one of the most fundamental prospective analytical tools for the next generation and high-throughput ecotoxicology research. The diversity of this modern technology spans flow, laser-scanning, imaging, and more recently, Raman as well as mass cytometry. The cornerstone advantages of cytometry include the possibility of multi-parameter measurements, gating and rapid analysis. Cytometry overcomes, thus, limitations of traditional bulk techniques such as spectrophotometry or gel-based techniques that average the results from pooled cell populations or small model organisms. Novel technologies such as cell imaging in flow, laser scanning cytometry, as well as mass cytometry provide innovative and tremendously powerful capabilities to analyze cells, tissues as well as to perform in situ analysis of small model organisms. In this review, we outline cytometry as a tremendously diverse field that is still vastly underutilized and often largely unknown in environmental sciences. The main motivation of this work is to highlight the potential and wide-reaching applications of cytometry in ecotoxicology, guide environmental scientists in the technological aspects as well as popularize its broader adoption in environmental risk assessment.
Collapse
Affiliation(s)
- Donald Wlodkowic
- The Neurotox Lab, School of Science, RMIT University, Melbourne, Victoria, Australia
| | - Aleksandra Czerw
- Department of Health Economics and Medical Law, Faculty of Health Sciences, Medical University of Warsaw, Warsaw, Poland
| | - Beata Karakiewicz
- Subdepartment of Social Medicine and Public Health, Department of Social Medicine, Pomeranian Medical University, Szczecin, Poland
| | - Andrzej Deptała
- Department of Cancer Prevention. Faculty of Health Sciences, Medical University of Warsaw, Warsaw, Poland
| |
Collapse
|
3
|
Piyawajanusorn C, Nguyen LC, Ghislat G, Ballester PJ. A gentle introduction to understanding preclinical data for cancer pharmaco-omic modeling. Brief Bioinform 2021; 22:6343527. [PMID: 34368843 DOI: 10.1093/bib/bbab312] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 06/25/2021] [Accepted: 07/20/2021] [Indexed: 12/16/2022] Open
Abstract
A central goal of precision oncology is to administer an optimal drug treatment to each cancer patient. A common preclinical approach to tackle this problem has been to characterize the tumors of patients at the molecular and drug response levels, and employ the resulting datasets for predictive in silico modeling (mostly using machine learning). Understanding how and why the different variants of these datasets are generated is an important component of this process. This review focuses on providing such introduction aimed at scientists with little previous exposure to this research area.
Collapse
Affiliation(s)
- Chayanit Piyawajanusorn
- Cancer Research Center of Marseille, INSERM U1068, F-13009 Marseille, France.,Institut Paoli-Calmettes, F-13009 Marseille, France.,Aix-Marseille Université, F-13284 Marseille, France.,CNRS UMR7258, F-13009 Marseille, France.,Faculty of Medicine and Public Health, HRH Princess Chulabhorn College of Medical Science, Chulabhorn Royal Academy, Bangkok, Thailand
| | - Linh C Nguyen
- Cancer Research Center of Marseille, INSERM U1068, F-13009 Marseille, France.,Institut Paoli-Calmettes, F-13009 Marseille, France.,Aix-Marseille Université, F-13284 Marseille, France.,CNRS UMR7258, F-13009 Marseille, France.,Department of Life Sciences, University of Science and Technology of Hanoi, Vietnam Academy of Science and Technology, Hanoi, Vietnam
| | - Ghita Ghislat
- U1104, CNRS UMR7280, Centre d'Immunologie de Marseille-Luminy, Inserm, Marseille, France
| | - Pedro J Ballester
- Cancer Research Center of Marseille, INSERM U1068, F-13009 Marseille, France.,Institut Paoli-Calmettes, F-13009 Marseille, France.,Aix-Marseille Université, F-13284 Marseille, France.,CNRS UMR7258, F-13009 Marseille, France
| |
Collapse
|
4
|
Deng Y, Wang L, Chen Y, Long Y. Optimization of staining with SYTO 9/propidium iodide: interplay, kinetics and impact on Brevibacillus brevis. Biotechniques 2020; 69:88-98. [PMID: 32393121 DOI: 10.2144/btn-2020-0036] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Fluorophores SYTO 9 and propidium iodide (PI) are extensively applied in medicine, food industry and environmental monitoring to assess the viability of bacteria. However, the actual performance of these dyes remains largely unknown. In addition, their effects on the physiology of cells have not been elucidated. Here we characterized the effects of these two dyes on Brevibacillus brevis under optimized staining. We found that SYTO 9 entered cells continuously while PI tended to adhere to the cell wall before entering the cell. In addition, results showed that a high amount of the dyes altered the physicochemical properties of membranes, improving their breakthrough. These results provide new perspectives and ideas for improving the characterization of bacterial viability using flow cytometry.
Collapse
Affiliation(s)
- Ying Deng
- Guangdong Key Laboratory of Environmental Pollution & Health, School of Environment, Jinan University, Guangzhou, 510632, China
| | - Lili Wang
- Guangdong Key Laboratory of Environmental Pollution & Health, School of Environment, Jinan University, Guangzhou, 510632, China
| | - Yujia Chen
- Guangdong Key Laboratory of Environmental Pollution & Health, School of Environment, Jinan University, Guangzhou, 510632, China
| | - Yan Long
- Guangdong Key Laboratory of Environmental Pollution & Health, School of Environment, Jinan University, Guangzhou, 510632, China
| |
Collapse
|
5
|
Mobiny A, Lu H, Nguyen HV, Roysam B, Varadarajan N. Automated Classification of Apoptosis in Phase Contrast Microscopy Using Capsule Network. IEEE TRANSACTIONS ON MEDICAL IMAGING 2020; 39:1-10. [PMID: 31135355 DOI: 10.1109/tmi.2019.2918181] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Automatic and accurate classification of apoptosis, or programmed cell death, will facilitate cell biology research. The state-of-the-art approaches in apoptosis classification use deep convolutional neural networks (CNNs). However, these networks are not efficient in encoding the part-whole relationships, thus requiring a large number of training samples to achieve robust generalization. This paper proposes an efficient variant of capsule networks (CapsNets) as an alternative to CNNs. Extensive experimental results demonstrate that the proposed CapsNets achieve competitive performances in target cell apoptosis classification, while significantly outperforming CNNs when the number of training samples is small. To utilize temporal information within microscopy videos, we propose a recurrent CapsNet constructed by stacking a CapsNet and a bi-directional long short-term recurrent structure. Our experiments show that when considering temporal constraints, the recurrent CapsNet achieves 93.8% accuracy and makes significantly more consistent prediction than NNs.
Collapse
|
6
|
Okkelman IA, Papkovsky DB, Dmitriev RI. Estimation of the Mitochondrial Membrane Potential Using Fluorescence Lifetime Imaging Microscopy. Cytometry A 2019; 97:471-482. [PMID: 31486581 DOI: 10.1002/cyto.a.23886] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Revised: 07/11/2019] [Accepted: 08/19/2019] [Indexed: 12/19/2022]
Abstract
Monitoring of cell metabolism represents an important application area for fluorescence lifetime imaging microscopy (FLIM). In particular, assessment of mitochondrial membrane potential (MMP) in complex three-dimensional multicellular in vitro, ex vivo, and in vivo models would enable improved segmentation and functional discrimination of cell types, directly report on the mitochondrial function and complement the quenched-phosphorescence detection of cellular O2 and two-photon excited FLIM of endogenous NAD(P)H. Here, we report the green and orange-emitting fluorescent dyes SYTO and tetramethylrhodamine methyl ester (TMRM) as potential FLIM probes for MMP. In addition to nuclear, SYTO 16 and 24 dyes also display mitochondrial accumulation. FLIM with the culture of human colon cancer HCT116 cells allowed observation of the heterogeneity of mitochondrial polarization during the cell cycle progression. The dyes also demonstrated good performance with 3D cultures of Lgr5-GFP mouse intestinal organoids, providing efficient and quick cell staining and compatibility with two-photon excitation. Multiplexed imaging of Lgr5-GFP, proliferating cells (Hoechst 33342-aided FLIM), and TMRM-FLIM allowed us to identify the population of metabolically active cells in stem cell niche. TMRM-FLIM enabled to visualize the differences in membrane potential between Lgr5-positive and other proliferating and differentiated cell types. Altogether, SYTO 24 and TMRM dyes represent promising markers for advanced FLIM-based studies of cell bioenergetics with complex 3D and in vivo models. © 2019 International Society for Advancement of Cytometry.
Collapse
Affiliation(s)
- Irina A Okkelman
- Laboratory of Biophysics and Bioanalysis, ABCRF, School of Biochemistry and Cell Biology, University College Cork, Cork, Ireland
| | - Dmitri B Papkovsky
- Laboratory of Biophysics and Bioanalysis, ABCRF, School of Biochemistry and Cell Biology, University College Cork, Cork, Ireland
| | - Ruslan I Dmitriev
- Laboratory of Biophysics and Bioanalysis, ABCRF, School of Biochemistry and Cell Biology, University College Cork, Cork, Ireland.,Institute for Regenerative Medicine, I.M. Sechenov First Moscow State University, Moscow, Russian Federation
| |
Collapse
|
7
|
Zhang S, Sun H, Wang L, Liu Y, Chen H, Li Q, Guan A, Liu M, Tang Y. Real-time monitoring of DNA G-quadruplexes in living cells with a small-molecule fluorescent probe. Nucleic Acids Res 2019; 46:7522-7532. [PMID: 30085206 PMCID: PMC6125622 DOI: 10.1093/nar/gky665] [Citation(s) in RCA: 84] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Accepted: 07/13/2018] [Indexed: 12/14/2022] Open
Abstract
G-quadruplex DNA has been viewed as a prospective anti-cancer target owing to its potential biological relevance. Real-time monitoring of DNA G-quadruplex structures in living cells can provide valuable insights into the relationship between G-quadruplex formation and its cellular consequences. However, the probes capable of detecting DNA G-quadruplexes in living cells are still very limited. Herein, we reported a new fluorescent probe, IMT, for real-time visualization of DNA G-quadruplex structures in living cells. Using IMT as a fluorescent indicator, the quantity changes of DNA G-quadruplex at different points in time during continuous cellular progression responding to Aphidicolin and Hydroxyurea treatment have been directly visualized. Our data demonstrate that IMT will be a valuable tool for exploring DNA G-quadruplexes in live cells. Further application of IMT in fluorescence imaging may reveal more information on the roles of DNA G-quadruplexes in biological systems.
Collapse
Affiliation(s)
- Suge Zhang
- Beijing National Laboratory for Molecular Sciences, State Key Laboratory for Structural Chemistry of Unstable and Stable Species, CAS Research/Education Center for Excellence in Molecular Sciences, Institute of Chemistry Chinese Academy of Sciences, Beijing 100190, P.R. China.,University of Chinese Academy of Sciences, Beijing 100049, P.R. China
| | - Hongxia Sun
- Beijing National Laboratory for Molecular Sciences, State Key Laboratory for Structural Chemistry of Unstable and Stable Species, CAS Research/Education Center for Excellence in Molecular Sciences, Institute of Chemistry Chinese Academy of Sciences, Beijing 100190, P.R. China
| | - Lixia Wang
- Beijing National Laboratory for Molecular Sciences, State Key Laboratory for Structural Chemistry of Unstable and Stable Species, CAS Research/Education Center for Excellence in Molecular Sciences, Institute of Chemistry Chinese Academy of Sciences, Beijing 100190, P.R. China
| | - Yan Liu
- Beijing National Laboratory for Molecular Sciences, State Key Laboratory for Structural Chemistry of Unstable and Stable Species, CAS Research/Education Center for Excellence in Molecular Sciences, Institute of Chemistry Chinese Academy of Sciences, Beijing 100190, P.R. China
| | - Hongbo Chen
- Beijing National Laboratory for Molecular Sciences, State Key Laboratory for Structural Chemistry of Unstable and Stable Species, CAS Research/Education Center for Excellence in Molecular Sciences, Institute of Chemistry Chinese Academy of Sciences, Beijing 100190, P.R. China.,University of Chinese Academy of Sciences, Beijing 100049, P.R. China
| | - Qian Li
- Beijing National Laboratory for Molecular Sciences, State Key Laboratory for Structural Chemistry of Unstable and Stable Species, CAS Research/Education Center for Excellence in Molecular Sciences, Institute of Chemistry Chinese Academy of Sciences, Beijing 100190, P.R. China
| | - Aijiao Guan
- Beijing National Laboratory for Molecular Sciences, State Key Laboratory for Structural Chemistry of Unstable and Stable Species, CAS Research/Education Center for Excellence in Molecular Sciences, Institute of Chemistry Chinese Academy of Sciences, Beijing 100190, P.R. China
| | - Meirong Liu
- Center for Physiochemical Analysis & Measurement, Institute of Chemistry Chinese Academy of Sciences, Beijing 100190, P.R. China
| | - Yalin Tang
- Beijing National Laboratory for Molecular Sciences, State Key Laboratory for Structural Chemistry of Unstable and Stable Species, CAS Research/Education Center for Excellence in Molecular Sciences, Institute of Chemistry Chinese Academy of Sciences, Beijing 100190, P.R. China.,University of Chinese Academy of Sciences, Beijing 100049, P.R. China
| |
Collapse
|
8
|
Chan LLY, McCulley KJ, Kessel SL. Assessment of Cell Viability with Single-, Dual-, and Multi-Staining Methods Using Image Cytometry. Methods Mol Biol 2017; 1601:27-41. [PMID: 28470515 DOI: 10.1007/978-1-4939-6960-9_3] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
The ability to accurately measure cell viability is important for any cell-based assay. Traditionally, viability measurements have been performed using the trypan blue exclusion method on a hemacytometer, which allows researchers to visually distinguish viable from nonviable cells. While the trypan blue method can work for cell lines or primary cells that have been rigorously purified, in more complex samples such as PBMCs, bone marrow, whole blood, or any sample with low viability, this method can lead to errors. In recent years, advances in optics and fluorescent dyes have led to the development of automated benchtop image-based cell counters for rapid cell concentration and viability measurement. In this work, we demonstrate the use of image-based cytometry for cell viability detection using single-, dual-, or multi-stain techniques. Single-staining methods using nucleic acid stains such as EB, PI, 7-AAD, DAPI, SYTOX Green, and SYTOX Red, and enzymatic stains such as CFDA and Calcein AM, were performed. Dual-staining methods using AO/PI, CFDA/PI, Calcein AM/PI, Hoechst/PI, Hoechst/DRAQ7, and DRAQ5/DAPI that enumerate viable and nonviable cells were also performed. Finally, Hoechst/Calcein AM/PI was used for a multi-staining method. Fluorescent viability staining allows exclusion of cellular debris and nonnucleated cells from analysis, which can eliminate the need to perform purification steps during sample preparation and improve efficiency. Image cytometers increase speed and throughput, capture images for visual confirmation of results, and can greatly simplify cell count and viability measurements.
Collapse
Affiliation(s)
- Leo Li-Ying Chan
- Department of Technology R&D, Nexcelom Bioscience LLC, 360 Merrimack Street, Building 9, Lawrence, MA, 01843, USA.
| | - Kelsey J McCulley
- Department of Technology R&D, Nexcelom Bioscience LLC, 360 Merrimack Street, Building 9, Lawrence, MA, 01843, USA
| | - Sarah L Kessel
- Department of Technology R&D, Nexcelom Bioscience LLC, 360 Merrimack Street, Building 9, Lawrence, MA, 01843, USA
| |
Collapse
|
9
|
Singh VK, Kadu R, Roy H, Raghavaiah P, Mobin SM. Phenolate based metallomacrocyclic xanthate complexes of Co(II)/Cu(II) and their exclusive deployment in [2 : 2] binuclear N,O-Schiff base macrocycle formation and in vitro anticancer studies. Dalton Trans 2016; 45:1443-54. [PMID: 26674056 DOI: 10.1039/c5dt03407h] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Potassium salts of phenolate based polydentate xanthate ligands 4,4'-bis(2-dithiocarbonatobenzylideneamino)diphenyl ether () and 4,4'-bis(2-dithiocarbonatonaphthylmethylideneamino)diphenyl ether () have been synthesized and characterized, prior to use. The reaction of or with M(OAc)2 in Et3N affords access to a rare series of binuclear metallomacrocyclic xanthate complexes of the type [M2-μ(2)-bis-(κ(2)S,S-xan(1)/xan(2))] () which quickly forms [2 : 2] binuclear N,O-bidentate Schiff base macrocyclic complexes of the type [M2-μ(2)-bis-(κ(2)N,O-L(1)/L(2))] ( = 4,4'-bis(2-hydroxybenzylideneamino)diphenyl ether, = 4,4'-bis(2-hydroxynaphthylmethylidene-amino)diphenyl ether) via evolution of CS2 in solution. The compounds were characterized by microanalysis, relevant spectroscopy (FT-IR, UV-visible), mass spectrometry (ESI-MS), and powder and single crystal XRD techniques. In vitro anticancer activity of all the compounds was evaluated against HEP 3B (hepatoma) and IMR 32 (neuroblastoma) by the MTT assay. Remarkably, the binuclear copper(ii) xanthate complexes were found to be extremely active against both the cell lines (IC50: 8.1 ± 0.8 μM (), 8.8 ± 1.7 μM () against HEP 3B and 1.9 ± 0.3 μM () and 7.3 ± 0.6 μM () against IMR 32) and this projects them as good candidates for potent antitumor agents and the IC50 values confirm their better potency than the reference drug cisplatin. The flow-cytometric density plot illustrates the induction of apoptosis in HEP 3B and IMR 32 cells after treatment with , , , and .
Collapse
Affiliation(s)
- Vinay K Singh
- Department of Chemistry, Faculty of Science, The M. S. University of Baroda, Vadodara-390 002, India.
| | - Rahul Kadu
- Department of Chemistry, Faculty of Science, The M. S. University of Baroda, Vadodara-390 002, India.
| | - Hetal Roy
- Department of Zoology, Faculty of Science, The M. S. University of Baroda, Vadodara-390 002, India
| | | | - Shaikh M Mobin
- Department of Chemistry, Indian Institute of Technology Indore-452 017, India
| |
Collapse
|
10
|
Kadu R, Roy H, Singh VK. Diphenyltin(IV) dithiocarbamate macrocyclic scaffolds as potent apoptosis inducers for human cancer HEP 3B and IMR 32 cells: synthesis, spectral characterization, density functional theory study andin vitrocytotoxicity. Appl Organomet Chem 2015. [DOI: 10.1002/aoc.3362] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Rahul Kadu
- Department of Chemistry, Faculty of Science; MS University of Baroda; Vadodara 390 002 India
| | - Hetal Roy
- Department of Zoology, Faculty of Science; MS University of Baroda; Vadodara 390 002 India
| | - Vinay K. Singh
- Department of Chemistry, Faculty of Science; MS University of Baroda; Vadodara 390 002 India
| |
Collapse
|
11
|
Ahmed D, Muddana HS, Lu M, French JB, Ozcelik A, Fang Y, Butler PJ, Benkovic SJ, Manz A, Huang TJ. Acoustofluidic chemical waveform generator and switch. Anal Chem 2014; 86:11803-10. [PMID: 25405550 PMCID: PMC4255676 DOI: 10.1021/ac5033676] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Eliciting a cellular response to a changing chemical microenvironment is central to many biological processes including gene expression, cell migration, differentiation, apoptosis, and intercellular signaling. The nature and scope of the response is highly dependent upon the spatiotemporal characteristics of the stimulus. To date, studies that investigate this phenomenon have been limited to digital (or step) chemical stimulation with little control over the temporal counterparts. Here, we demonstrate an acoustofluidic (i.e., fusion of acoustics and microfluidics) approach for generating programmable chemical waveforms that permits continuous modulation of the signal characteristics including the amplitude (i.e., sample concentration), shape, frequency, and duty cycle, with frequencies reaching up to 30 Hz. Furthermore, we show fast switching between multiple distinct stimuli, wherein the waveform of each stimulus is independently controlled. Using our device, we characterized the frequency-dependent activation and internalization of the β2-adrenergic receptor (β2-AR), a prototypic G-protein coupled receptor (GPCR), using epinephrine. The acoustofluidic-based programmable chemical waveform generation and switching method presented herein is expected to be a powerful tool for the investigation and characterization of the kinetics and other dynamic properties of many biological and biochemical processes.
Collapse
Affiliation(s)
- Daniel Ahmed
- Department of Engineering Science and Mechanics, ‡Biomedical Engineering, §Department of Chemistry, The Pennsylvania State University , University Park, Pennsylvania 16802, United States
| | | | | | | | | | | | | | | | | | | |
Collapse
|
12
|
Byrd TF, Hoang LT, Kim EG, Pfister ME, Werner EM, Arndt SE, Chamberlain JW, Hughey JJ, Nguyen BA, Schneibel EJ, Wertz LL, Whitfield JS, Wikswo JP, Seale KT. The microfluidic multitrap nanophysiometer for hematologic cancer cell characterization reveals temporal sensitivity of the calcein-AM efflux assay. Sci Rep 2014; 4:5117. [PMID: 24873950 PMCID: PMC4038811 DOI: 10.1038/srep05117] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2013] [Accepted: 05/06/2014] [Indexed: 01/21/2023] Open
Abstract
Cytometric studies utilizing flow cytometry or multi-well culture plate fluorometry are often limited by a deficit in temporal resolution and a lack of single cell consideration. Unfortunately, many cellular processes, including signaling, motility, and molecular transport, occur transiently over relatively short periods of time and at different magnitudes between cells. Here we demonstrate the multitrap nanophysiometer (MTNP), a low-volume microfluidic platform housing an array of cell traps, as an effective tool that can be used to study individual unattached cells over time with precise control over the intercellular microenvironment. We show how the MTNP platform can be used for hematologic cancer cell characterization by measuring single T cell levels of CRAC channel modulation, non-translational motility, and ABC-transporter inhibition via a calcein-AM efflux assay. The transporter data indicate that Jurkat T cells exposed to indomethacin continue to accumulate fluorescent calcein for over 60 minutes after calcein-AM is removed from the extracellular space.
Collapse
Affiliation(s)
- Thomas F Byrd
- 1] Searle Systems Biology and Bioengineering Undergraduate Research Experience, Vanderbilt University, Nashville, TN, 37235, USA [2] University of New Mexico School of Medicine, Albuquerque, NM, 87131, USA
| | - Loi T Hoang
- Searle Systems Biology and Bioengineering Undergraduate Research Experience, Vanderbilt University, Nashville, TN, 37235, USA
| | - Eric G Kim
- Searle Systems Biology and Bioengineering Undergraduate Research Experience, Vanderbilt University, Nashville, TN, 37235, USA
| | - Matthew E Pfister
- Searle Systems Biology and Bioengineering Undergraduate Research Experience, Vanderbilt University, Nashville, TN, 37235, USA
| | - Erik M Werner
- Searle Systems Biology and Bioengineering Undergraduate Research Experience, Vanderbilt University, Nashville, TN, 37235, USA
| | - Stephen E Arndt
- Searle Systems Biology and Bioengineering Undergraduate Research Experience, Vanderbilt University, Nashville, TN, 37235, USA
| | - Jeffrey W Chamberlain
- Searle Systems Biology and Bioengineering Undergraduate Research Experience, Vanderbilt University, Nashville, TN, 37235, USA
| | - Jacob J Hughey
- Searle Systems Biology and Bioengineering Undergraduate Research Experience, Vanderbilt University, Nashville, TN, 37235, USA
| | - Bao A Nguyen
- Searle Systems Biology and Bioengineering Undergraduate Research Experience, Vanderbilt University, Nashville, TN, 37235, USA
| | - Erik J Schneibel
- Searle Systems Biology and Bioengineering Undergraduate Research Experience, Vanderbilt University, Nashville, TN, 37235, USA
| | - Laura L Wertz
- Searle Systems Biology and Bioengineering Undergraduate Research Experience, Vanderbilt University, Nashville, TN, 37235, USA
| | - Jonathan S Whitfield
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37235, USA
| | - John P Wikswo
- 1] Searle Systems Biology and Bioengineering Undergraduate Research Experience, Vanderbilt University, Nashville, TN, 37235, USA [2] Vanderbilt Institute for Integrative Biosystems Research and Education, Vanderbilt University, Nashville, TN, 37235, USA [3] Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37235, USA [4] Department of Physics and Astronomy, Vanderbilt University, Nashville, TN, 37235, USA [5] Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN, 37232, USA
| | - Kevin T Seale
- 1] Searle Systems Biology and Bioengineering Undergraduate Research Experience, Vanderbilt University, Nashville, TN, 37235, USA [2] Vanderbilt Institute for Integrative Biosystems Research and Education, Vanderbilt University, Nashville, TN, 37235, USA [3] Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37235, USA
| |
Collapse
|
13
|
Atale N, Gupta S, Yadav UCS, Rani V. Cell-death assessment by fluorescent and nonfluorescent cytosolic and nuclear staining techniques. J Microsc 2014; 255:7-19. [PMID: 24831993 DOI: 10.1111/jmi.12133] [Citation(s) in RCA: 186] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2014] [Accepted: 04/09/2014] [Indexed: 01/08/2023]
Abstract
Apoptosis, a genetically programmed cellular event leads to biochemical and morphological changes in cells. Alterations in DNA caused by several factors affect nucleus and ultimately the entire cell leading to compromised function of the organ and organism. DNA, a master regulator of the cellular events, is an important biomolecule with regards to cell growth, cell death, cell migration and cell differentiation. It is therefore imperative to develop the staining techniques that may lead to visualize the changes in nucleus where DNA is housed, to comprehend the cellular pathophysiology. Over the years a number of nuclear staining techniques such as propidium iodide, Hoechst-33342, 4', 6-diamidino-2-phenylindole (DAPI), Acridine orange-Ethidium bromide staining, among others have been developed to assess the changes in DNA. Some nonnuclear staining techniques such as Annexin-V staining, which although does not stain DNA, but helps to identify the events that result from DNA alteration and leads to initiation of apoptotic cell death. In this review, we have briefly discussed some of the most commonly used fluorescent and nonfluorescent staining techniques that identify apoptotic changes in cell, DNA and the nucleus. These techniques help in differentiating several cellular and nuclear phenotypes that result from DNA damage and have been identified as specific to necrosis or early and late apoptosis as well as scores of other nuclear deformities occurring inside the cells.
Collapse
Affiliation(s)
- N Atale
- Department of Biotechnology, Jaypee Institute of Information Technology, Noida, Uttar Pradesh, India
| | | | | | | |
Collapse
|
14
|
Wlodkowic D, Cooper JM. Microfluidic cell arrays in tumor analysis: new prospects for integrated cytomics. Expert Rev Mol Diagn 2014; 10:521-30. [DOI: 10.1586/erm.10.28] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
|
15
|
Wlodkowic D, Skommer J, Akagi J, Fujimura Y, Takeda K. Multiparameter analysis of apoptosis using lab-on-a-chip flow cytometry. CURRENT PROTOCOLS IN CYTOMETRY 2013; 66:9.42.1-9.42.15. [PMID: 24510726 DOI: 10.1002/0471142956.cy0942s66] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
The age of microfluidic flow cytometry (µFCM) is fast becoming a reality. One of the most exciting applications of miniaturized chip-based cytometers is multivariate analysis using sampling volumes as small as 10 µl while matching the multiparameter data collection of conventional flow cytometers. We outline several innovative protocols for analyzing caspase-dependent cell death and cell cycle (DNA-content) profile using a fully integrated microfluidic flow cytometry system, Fishman-R. The first protocol describes the use of a new plasma membrane-permeability marker, DRAQ7, and the fluorogenic caspase substrate PhiPhiLux to track caspase activation during programmed cell death. Also outlined is the use of DRAQ7 fluorochrome in conjunction with the mitochondrial membrane potential-sensitive probe TMRM to track dissipation of inner mitochondrial cross-membrane potential. Another protocol adds the ability to measure dissipation of mitochondrial inner membrane potential (using TMRM probe) in relation to the cell cycle profile (using DRAQ5 probe) in living leukemic cells. Finally, we describe the combined use of fluorogenic caspases substrate PhiPhiLux with DRAQ5 probe to measure caspase activation in relation to the cell cycle profile in living tumor cells.
Collapse
Affiliation(s)
- Donald Wlodkowic
- The BioMEMS Research Group, School of Chemical Sciences, University of Auckland, Auckland, New Zealand
- The BioMEMS Research Group, School of Applied Sciences, RMIT University, Melbourne, Australia
| | - Joanna Skommer
- The BioMEMS Research Group, School of Chemical Sciences, University of Auckland, Auckland, New Zealand
| | - Jin Akagi
- The BioMEMS Research Group, School of Chemical Sciences, University of Auckland, Auckland, New Zealand
| | - Yoo Fujimura
- R&D Division, On-chip Biotechnologies, Tokyo, Japan
| | - Kazuo Takeda
- R&D Division, On-chip Biotechnologies, Tokyo, Japan
| |
Collapse
|
16
|
Akagi J, Skommer J, Matuszek A, Takeda K, Fujimura Y, Khoshmanesh K, Kalantar-Zadeh K, Mitchell A, Errington R, Smith PJ, Darzynkiewicz Z, Wlodkowic D. Multivariate analysis of apoptotic markers versus cell cycle phase in living human cancer cells by microfluidic cytometry. PROCEEDINGS OF SPIE--THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING 2013; 8615. [PMID: 24386542 DOI: 10.1117/12.2001474] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Measurement of apoptotic markers in tumors can be directly correlated with the cell cycle phase using flow cytometry (FCM). The conventional DNA content analysis requires cell permeabilization to stain nuclei with fluorescent probes such as propidium iodide or use of a costly UV-excitation line for Hoechst 33342 probe. The access to FCM is also still limited to centralized core facilities due to its inherent high costs and complex operation. This work describes development and proof-of-concept validation of a portable and user-friendly microfluidic flow cytometer (μFCM) that can perform multivariate real time analysis on live cells using sampling volumes as small as 10 microliters. The μFCM system employs disposable microfluidic cartridges fabricated using injection molding in poly(methylmethacrylate) transparent thermoplastic. Furthermore, the dedicated and miniaturized electronic hardware interface enables up to six parameter detection using a combination of spatially separated solid-state 473 (10 mW) and 640 nm (20 mW) lasers and x-y stage for rapid laser alignment adjustment. We provide new evidence that a simple 2D flow focusing on a chip is sufficient to measure cellular DNA content in live tumor cells using a far-red DNA probe DRAQ5. The feasibility of using the μFCM system for a dose-response profiling of investigational anti-cancer agents on human hematopoietic cancer cells is also demonstrated. The data show that μFCM can provide a viable novel alternative to conventional FCM for multiparameter detection of caspase activation and dissipation of mitochondrial inner membrane potential (ΔΨm) in relation to DNA content (cell cycle phase) in live tumor cells.
Collapse
Affiliation(s)
- Jin Akagi
- The BioMEMS Research Group, School of Chemical Sciences, University of Auckland, Auckland, New Zealand
| | - Joanna Skommer
- The BioMEMS Research Group, School of Chemical Sciences, University of Auckland, Auckland, New Zealand
| | - Anna Matuszek
- The BioMEMS Research Group, School of Chemical Sciences, University of Auckland, Auckland, New Zealand
| | - Kazuo Takeda
- R&D Division, On-chip Biotechnologies Co. Ltd, Tokyo, Japan
| | - Yuu Fujimura
- R&D Division, On-chip Biotechnologies Co. Ltd, Tokyo, Japan
| | - Khashayar Khoshmanesh
- School of Electrical and Computer Engineering, RMIT University, Melbourne, Australia
| | | | - Arnan Mitchell
- School of Electrical and Computer Engineering, RMIT University, Melbourne, Australia
| | | | - Paul J Smith
- School of Medicine, Cardiff University, Cardiff, UK
| | - Zbigniew Darzynkiewicz
- The Brander Cancer Research Institute and Department of Pathology, New York Medical College, Valhalla, NY, USA
| | - Donald Wlodkowic
- The BioMEMS Research Group, School of Chemical Sciences, University of Auckland, Auckland, New Zealand ; School of Applied Sciences, RMIT University, Melbourne, Australia
| |
Collapse
|
17
|
Ahmed D, Chan CY, Lin SCS, Muddana HS, Nama N, Benkovic SJ, Huang TJ. Tunable, pulsatile chemical gradient generation via acoustically driven oscillating bubbles. LAB ON A CHIP 2013; 13:328-31. [PMID: 23254861 PMCID: PMC3991780 DOI: 10.1039/c2lc40923b] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
We present a novel concept of generating both static and pulsatile chemical gradients using acoustically activated bubbles designed in a ladder-like arrangement. Furthermore, by regulating the amplitude of the bubble oscillation, we demonstrate that the chemical gradient profiles can be effectively tuned.
Collapse
Affiliation(s)
- Daniel Ahmed
- Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA
| | - Chung Yu Chan
- Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA
| | - Sz-Chin Steven Lin
- Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA
| | - Hari S. Muddana
- Department of Bioengineering, The Pennsylvania State University, University Park, Pennsylvania, 16802 USA
| | - Nitesh Nama
- Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA
| | - Stephen J. Benkovic
- Department of Chemistry, The Pennsylvania State University, University Park, Pennsylvania, 16802 USA
| | - Tony Jun Huang
- Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA
- Department of Bioengineering, The Pennsylvania State University, University Park, Pennsylvania, 16802 USA
| |
Collapse
|
18
|
Skommer J, Akagi J, Takeda K, Fujimura Y, Khoshmanesh K, Wlodkowic D. Multiparameter Lab-on-a-Chip flow cytometry of the cell cycle. Biosens Bioelectron 2012; 42:586-91. [PMID: 23261693 DOI: 10.1016/j.bios.2012.11.008] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2012] [Revised: 11/07/2012] [Accepted: 11/09/2012] [Indexed: 01/22/2023]
Abstract
Multiparameter analysis of apoptosis in relation to cell cycle position is helpful in exploring mechanism of action of anticancer drugs that target specific molecular cogs of the cell cycle. This work demonstrates a new rationale for using microfluidic Lab-on-a-Chip flow cytometry (μFCM) with a simple 2D hydrodynamic focusing for the multiparameter analysis of apoptosis and DNA ploidy analysis in human hematopoietic cancer cells. The microfluidic system employs disposable microfluidic cartridges fabricated using injection moulding in optically transparent poly(methylmethacrylate). The dedicated and miniaturized electronic hardware interface enables up to six parameter detections using a combination of spatially separated solid-state 473 nm (10 mW) and 640 nm (20 mW) lasers and x-y stage for rapid laser alignment adjustment. We provide evidence that the simple 2D flow focusing on a chip-based device is sufficient to measure cellular DNA content in both fixed and living tumor cells. The feasibility of using the μFCM system for multiparameter analysis of caspase activation and dissipation of mitochondrial inner membrane potential (ΔΨ(m) loss) in relation to DNA content is also demonstrated. The data shows that straightforward microfluidic chip designs are sufficient to acquire high quality biological data when combined with sophisticated electronic interfaces. They can be a viable alternative to conventional FCM for multiparameter detection of programmed cell death.
Collapse
Affiliation(s)
- Joanna Skommer
- The BioMEMS Research Group, School of Chemical Sciences, University of Auckland, Auckland, New Zealand
| | | | | | | | | | | |
Collapse
|
19
|
Akagi J, Kordon M, Zhao H, Matuszek A, Dobrucki J, Errington R, Smith PJ, Takeda K, Darzynkiewicz Z, Wlodkowic D. Real-time cell viability assays using a new anthracycline derivative DRAQ7®. Cytometry A 2012; 83:227-34. [PMID: 23165976 DOI: 10.1002/cyto.a.22228] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2012] [Revised: 09/25/2012] [Accepted: 10/15/2012] [Indexed: 01/11/2023]
Abstract
The exclusion of charged fluorescent dyes by intact cells has become a well-established assay for determining viability of cells. In search for a noninvasive fluorescent probe capable of long-term monitoring of cell death in real-time, we evaluated a new anthracycline derivative DRAQ7. The novel probe does not penetrate the plasma membrane of living cells but when the membrane integrity is compromised, it enters and binds readily to nuclear DNA to report cell death. It proved to be nontoxic to a panel of cancer cell lines grown continuously for up to 72 h and did not induce any detectable DNA damage signaling when analyzed using laser scanning microscopy and flow cytometry. The DRAQ7 provided a sensitive, real-time readout of cell death induced by a variety of stressors such as hypoxia, starvation, and drug-induced cytotoxicity. The overall responses to anticancer agents and resulting pharmacological dose-response profiles were not affected by the growth of tumor cells in the presence DRAQ7. Moreover, we for the first time introduced a near real-time microflow cytometric assay based on combination of DRAQ7 and mitochondrial inner membrane potential (ΔΨ(m) ) sensitive probe TMRM. We provide evidence that this low-dosage, real-time labeling procedure provides multiparameter and kinetic fingerprint of anticancer drug action.
Collapse
Affiliation(s)
- Jin Akagi
- The BioMEMS Research Group, School of Chemical Sciences, University of Auckland, Auckland, New Zealand
| | | | | | | | | | | | | | | | | | | |
Collapse
|
20
|
Darzynkiewicz Z, Zhao H, Halicka HD, Rybak P, Dobrucki J, Wlodkowic D. DNA damage signaling assessed in individual cells in relation to the cell cycle phase and induction of apoptosis. Crit Rev Clin Lab Sci 2012; 49:199-217. [PMID: 23137030 DOI: 10.3109/10408363.2012.738808] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Reviewed are the phosphorylation events reporting activation of protein kinases and the key substrates critical for the DNA damage signaling (DDS). These DDS events are detected immunocytochemically using phospho-specific Abs; flow cytometry or image-assisted cytometry provide the means to quantitatively assess them on a cell by cell basis. The multiparameter analysis of the data is used to correlate these events with each other and relate to the cell cycle phase, DNA replication and induction of apoptosis. Expression of γH2AX as a possible marker of induction of DNA double strand breaks is the most widely studied event of DDS. Reviewed are applications of this multiparameter approach to investigate constitutive DDS reporting DNA damage by endogenous oxidants byproducts of oxidative phosphorylation. Also reviewed are its applications to detect and explore mechanisms of DDS induced by variety of exogenous agents targeting DNA such as exogenous oxidants, ionizing radiation, radiomimetic drugs, UV light, DNA topoisomerase I and II inhibitors, DNA crosslinking drugs and variety of environmental genotoxins. Analysis of DDS induced by these agents provides often a wealth of information about mechanism of induction and the type of DNA damage (lesion) and is reviewed in the context of cell cycle phase specificity, DNA replication, and induction of apoptosis or cell senescence. Critically assessed is interpretation of the data as to whether the observed DDS events report induction of a particular type of DNA lesion.
Collapse
Affiliation(s)
- Zbigniew Darzynkiewicz
- Brander Cancer Research Institute and Department of Pathology, New York Medical College, Valhalla, NY 10595, USA.
| | | | | | | | | | | |
Collapse
|
21
|
Wlodkowic D, Skommer J, Darzynkiewicz Z. Cytometry of apoptosis. Historical perspective and new advances. Exp Oncol 2012; 34:255-262. [PMID: 23070010 PMCID: PMC3476471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Characteristic changes in cell morphology paralleled by the appearance of a multitude of molecular and biochemical markers occur during apoptosis. These changes vary depending on the cell type, mechanism of induction of apoptosis, and the time-window at which the process of apoptosis is analyzed. By virtue of the capability of rapid measurement of individual cells the flow- and imaging-cytometry become preferred technologies to detect, identify and record incidence of apoptosis in large cell populations. It also provided a valuable tool to investigate molecular mechanisms in field of necrobiology. This review outlines the progress in development of the most commonly used cytometric methods probing cells death based on analysis of fragmentation of DNA, activation of caspases, analysis of mitochondrial potential, alterations in plasma membrane structure and other features that characterize programmed cell death. This article is part of a Special Issue entitled "Apoptosis: Four Decades Later"
Collapse
Affiliation(s)
- D. Wlodkowic
- The BioMEMS Research Group, School of Chemical Sciences, University of Auckland, Auckland, New Zealand
| | - J. Skommer
- School of Biological Sciences, University of Auckland, Auckland, New Zealand
| | - Z. Darzynkiewicz
- Brander Cancer Research Institute and Department of Pathology, New York Medical College, Valhalla, New York, USA
| |
Collapse
|
22
|
Chan LL, Wilkinson AR, Paradis BD, Lai N. Rapid image-based cytometry for comparison of fluorescent viability staining methods. J Fluoresc 2012; 22:1301-11. [PMID: 22718197 DOI: 10.1007/s10895-012-1072-y] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2012] [Accepted: 05/29/2012] [Indexed: 11/24/2022]
Abstract
The ability to accurately measure cell viability is important for any cell-based research. Traditionally, viability measurements have been performed using trypan blue exclusion method on hemacytometer, which allowed researchers to visually distinguish viable from nonviable cells. However, the trypan blue method is often limited to only cell lines or primary cells that have been rigorously purified. In the recent years, small desktop image-based cell counters have been developed for rapid cell concentration and viability measurement due to advances in imaging and optics technologies as well as novel fluorescent stains. In this work, we employed the Cellometer image-based cytometer to demonstrate the ability to simplify viability detection compared to the current methods. We compared various fluorescence viability detection methods using single- or dual-staining technique. Single-staining method using nucleic acid stains including ethidium bromide, propidium iodide, 7AAD, DAPI, Sytox Green and Sytox Red, and enzymatic stains including CFDA and Calcein AM were performed. All stains produced comparable results to trypan blue exclusion method for cell line samples. Dual-staining method using AO/PI, CFDA/PI, Calcein AM/PI and Hoechst 33342/PI that enumerates viable and non-viable cells was tested on primary cell samples with high debris contents. This method allowed exclusion of cellular debris and non-nucleated cells from analysis, which can eliminate the need to perform purification step during sample preparation, and improves the efficiency of viability detection method. Overall, these image-based fluorescent cell counters can simplify assay procedures as well as capture images for visual confirmation.
Collapse
Affiliation(s)
- Leo L Chan
- Department of Technology R&D, Nexcelom Bioscience LLC, 360 Merrimack St. Building 9, Lawrence, MA 01843, USA,
| | | | | | | |
Collapse
|
23
|
Walczak R, Śniadek P, Dziuban JA, Kluger J, Soyta AC. Supravital fluorometric apoptosis detection in a single mouse embryo using lab-on-a-chip. LAB ON A CHIP 2011; 11:3263-3268. [PMID: 21833426 DOI: 10.1039/c0lc00667j] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Detection of apoptosis is one of the main criteria of preimplantation embryo growth potential assessment. Recent developments in lab-on-a-chip techniques has led to apoptosis detection and monitoring on a single cell or embryo level. However, single embryo apoptosis detection without a change in embryo developmental competence and post-examination "recovery" still remains a challenge. In this paper we present a lab-on-a-chip, co-working with miniaturized optical instrumentation, which allows supravital examination of single embryos for the presence of apoptotic blastomers with full after lab-on-a-chip study "recovery" and maintenance of their further developmental capacity.
Collapse
Affiliation(s)
- Rafał Walczak
- Wrocław University of Technology, Faculty of Microsystem Electronics and Photonics, Janiszewski Str. 11/17, 50-372 Wrocław, Poland.
| | | | | | | | | |
Collapse
|
24
|
Wlodkowic D, Khoshmanesh K, Sharpe JC, Darzynkiewicz Z, Cooper JM. Apoptosis goes on a chip: advances in the microfluidic analysis of programmed cell death. Anal Chem 2011; 83:6439-46. [PMID: 21630641 PMCID: PMC3251906 DOI: 10.1021/ac200588g] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Recent years have brought enormous progress in cell-based lab-on-a-chip technologies, allowing dynamic studies of cell death with an unprecedented accuracy. As interest in the microfabricated technologies for cell-based bioassays is rapidly gaining momentum, we highlight the most promising technologies that provide a new outlook for the rapid assessment of programmed and accidental cell death and are applicable in drug discovery, high-content drug screening, and personalized clinical diagnostics.
Collapse
Affiliation(s)
- Donald Wlodkowic
- The BioMEMS Research Group, Department of Chemistry, University of Auckland, Auckland, New Zealand.
| | | | | | | | | |
Collapse
|
25
|
Khoshmanesh K, Akagi J, Nahavandi S, Skommer J, Baratchi S, Cooper JM, Kalantar-Zadeh K, Williams DE, Wlodkowic D. Dynamic analysis of drug-induced cytotoxicity using chip-based dielectrophoretic cell immobilization technology. Anal Chem 2011; 83:2133-44. [PMID: 21344868 DOI: 10.1021/ac1029456] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Quantification of programmed and accidental cell death provides useful end-points for the anticancer drug efficacy assessment. Cell death is, however, a stochastic process. Therefore, the opportunity to dynamically quantify individual cellular states is advantageous over the commonly employed static, end-point assays. In this work, we describe the development and application of a microfabricated, dielectrophoretic (DEP) cell immobilization platform for the real-time analysis of cancer drug-induced cytotoxicity. Microelectrode arrays were designed to generate weak electro-thermal vortices that support efficient drug mixing and rapid cell immobilization at the delta-shape regions of strong electric field formed between the opposite microelectrodes. We applied this technology to the dynamic analysis of hematopoietic tumor cells that represent a particular challenge for real-time imaging due to their dislodgement during image acquisition. The present study was designed to provide a comprehensive mechanistic rationale for accelerated cell-based assays on DEP chips using real-time labeling with cell permeability markers. In this context, we provide data on the complex behavior of viable vs dying cells in the DEP fields and probe the effects of DEP fields upon cell responses to anticancer drugs and overall bioassay performance. Results indicate that simple DEP cell immobilization technology can be readily applied for the dynamic analysis of investigational drugs in hematopoietic cancer cells. This ability is of particular importance in studying the outcome of patient derived cancer cells, when exposed to therapeutic drugs, as these cells are often rare and difficult to collect, purify and immobilize.
Collapse
Affiliation(s)
- Khashayar Khoshmanesh
- Department of Chemistry and MacDiarmid Institute for Advanced Materials and Nanotechnology, University of Auckland, Auckland, New Zealand.
| | | | | | | | | | | | | | | | | |
Collapse
|
26
|
Warnes G, Martins S. Real-time flow cytometry for the kinetic analysis of oncosis. Cytometry A 2011; 79:181-91. [PMID: 21254392 DOI: 10.1002/cyto.a.21022] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2010] [Revised: 12/10/2010] [Accepted: 12/13/2010] [Indexed: 01/20/2023]
Abstract
The standard method of distinguishing apoptotic and oncotic cells has been by microscopic analysis of nuclei and cell membrane morphology. Thus a rapid test for analyzing large numbers of cells in the study of cell necrobiology has not been possible until the recent advent of the Amnis Image-stream and real-time Lab-on-a-Chip technologies. An interesting difference between apoptosis and oncosis is that they are ATP dependent and independent processes, respectively. Here we describe an assay measuring real-time kinetic changes in the potential differences of the inner mitochondrial membrane (mmp) and the plasma membrane (pmp) in cells immediately before and after the addition of the inducing agent. Live cells were loaded with carbocyanine dye DiIC(1) (5) and bis-oxonol (DiBAC(4) (5)) to measure mmp and pmp in conjunction with annexin V-FITC and DAPI labeling for gating out annexin V binding cells and dead cells respectively. Live cells gave specific membrane signatures in response to apoptotic or oncotic reagents in real-time. Apoptosis showed little change in mmp and pmp signals over the course of 25 min, the mitochondria only showed a slight hyperpolarization. In contrast chemical treatment with oxidative phosphorylation blocker, sodium azide (SA) caused an immediate hyperpolarization spike followed by a complete abrogation of mmp over a 25 min time course. Treatment with SA (1%) also caused plasma membrane depolarization. Likewise detergent (0.01% Triton X-100) treatments also caused abrogation of mmp and depolarization of pmp. Whereas heat shock (42°C) treatment showed only a slight mitochondrial membrane potential depolarization. These flow cytometric observations were confirmed by confocal microscopy. This novel real-time kinetic assay measuring mitochondrial and plasma membrane potential changes has important implications in the field of cell necrobiology in that it allows the researcher to differentiate apoptotic and oncotic processes in an immediate manner for the first time.
Collapse
Affiliation(s)
- G Warnes
- Flow Cytometry Core Facility, The Blizard Institute of Cell and Molecular Science, Barts and The Royal London School of Medicine and Dentistry, London University, London, United Kingdom.
| | | |
Collapse
|
27
|
Wlodkowic D, Skommer J, Darzynkiewicz Z. Rapid quantification of cell viability and apoptosis in B-cell lymphoma cultures using cyanine SYTO probes. Methods Mol Biol 2011; 740:81-9. [PMID: 21468970 DOI: 10.1007/978-1-61779-108-6_10] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
The gross majority of classical apoptotic hallmarks can be rapidly examined by multiparameter flow cytometry. As a result, cytometry became a technology of choice in diverse studies of cellular demise. In this context, a novel class of substituted unsymmetrical cyanine SYTO probes has recently become commercially available. Derived from thiazole orange, SYTO display low intrinsic fluorescence, with strong enhancement upon binding to DNA and/or RNA. Broad selection of excitation/emission spectra has recently driven implementation of SYTO dyes in polychromatic protocols with the detection of apoptosis being one of the most prominent applications In this chapter, we outline a handful of commonly used protocols for the assessment of apoptotic events using selected SYTO probes (SYTO 16, 62, 80) in conjunction with common plasma membrane permeability markers (PI, YO-PRO 1, 7-AAD).
Collapse
Affiliation(s)
- Donald Wlodkowic
- The BioMEMS Research Group, Department of Chemistry, University of Auckland, Auckland 1142, New Zealand.
| | | | | |
Collapse
|
28
|
Wlodkowic D, Darzynkiewicz Z. Rise of the micromachines: microfluidics and the future of cytometry. Methods Cell Biol 2011; 102:105-25. [PMID: 21704837 DOI: 10.1016/b978-0-12-374912-3.00005-5] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
The past decade has brought many innovations to the field of flow and image-based cytometry. These advancements can be seen in the current miniaturization trends and simplification of analytical components found in the conventional flow cytometers. On the other hand, the maturation of multispectral imaging cytometry in flow imaging and the slide-based laser scanning cytometers offers great hopes for improved data quality and throughput while proving new vistas for the multiparameter, real-time analysis of cells and tissues. Importantly, however, cytometry remains a viable and very dynamic field of modern engineering. Technological milestones and innovations made over the last couple of years are bringing the next generation of cytometers out of centralized core facilities while making it much more affordable and user friendly. In this context, the development of microfluidic, lab-on-a-chip (LOC) technologies is one of the most innovative and cost-effective approaches toward the advancement of cytometry. LOC devices promise new functionalities that can overcome current limitations while at the same time promise greatly reduced costs, increased sensitivity, and ultra high throughputs. We can expect that the current pace in the development of novel microfabricated cytometric systems will open up groundbreaking vistas for the field of cytometry, lead to the renaissance of cytometric techniques and most importantly greatly support the wider availability of these enabling bioanalytical technologies.
Collapse
Affiliation(s)
- Donald Wlodkowic
- The BioMEMS Research Group, Department of Chemistry, University of Auckland, Auckland, New Zealand
| | | |
Collapse
|
29
|
Dong H, Shen W, Cheung MTW, Liang Y, Cheung HY, Allmaier G, Kin-Chung Au O, Lam YW. Rapid detection of apoptosis in mammalian cells by using intact cell MALDI mass spectrometry. Analyst 2011; 136:5181-9. [DOI: 10.1039/c1an15750g] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
|
30
|
Darzynkiewicz Z, Traganos F, Zhao H, Halicka HD, Skommer J, Wlodkowic D. Analysis of individual molecular events of DNA damage response by flow- and image-assisted cytometry. Methods Cell Biol 2011; 103:115-47. [PMID: 21722802 DOI: 10.1016/b978-0-12-385493-3.00006-1] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
This chapter describes molecular mechanisms of DNA damage response (DDR) and presents flow- and image-assisted cytometric approaches to assess these mechanisms and measure the extent of DDR in individual cells. DNA damage was induced by cell treatment with oxidizing agents, UV light, DNA topoisomerase I or II inhibitors, cisplatin, tobacco smoke, and by exogenous and endogenous oxidants. Chromatin relaxation (decondensation) is an early event of DDR chromatin that involves modification of high mobility group proteins (HMGs) and histone H1 and was detected by cytometry by analysis of the susceptibility of DNA in situ to denaturation using the metachromatic fluorochrome acridine orange. Translocation of the MRN complex consisting of Meiotic Recombination 11 Homolog A (Mre11), Rad50 homolog, and Nijmegen Breakage Syndrome 1 (NMR1) into DNA damage sites was assessed by laser scanning cytometry as the increase in the intensity of maximal pixel as well as integral value of Mre11 immunofluorescence. Examples of cytometric detection of activation of Ataxia telangiectasia mutated (ATM), and Check 2 (Chk2) protein kinases using phospho-specific Abs targeting Ser1981 and Thr68 of these proteins, respectively are also presented. We also discuss approaches to correlate activation of ATM and Chk2 with phosphorylation of p53 on Ser15 and histone H2AX on Ser139 as well as with cell cycle position and DNA replication. The capability of laser scanning cytometry to quantify individual foci of phosphorylated H2AX and/or ATM that provides more dependable assessment of the presence of DNA double-strand breaks is outlined. The new microfluidic Lab-on-a-Chip platforms for interrogation of individual cells offer a novel approach for DDR cytometric analysis.
Collapse
Affiliation(s)
- Zbigniew Darzynkiewicz
- Brander Cancer Research Institute and Department of Pathology, New York Medical College, Valhalla, NY, USA
| | | | | | | | | | | |
Collapse
|
31
|
Abstract
Validation of new therapeutic targets calls for the advance in innovative assays that probe both spatial and temporal relationships in signaling networks. Cell death assays have already found a widespread use in pharmacological profiling of anticancer drugs. Such assays are, however, predominantly restricted to end point DEAD/LIVE parameter that provides only a snapshot of inherently stochastic process such as tumor cell death. Development of new methods that can offer kinetic real-time analysis would be highly advantageous for the pharmacological screening and predictive toxicology. In the present work we outline innovative protocols for the real-time analysis of tumor cell death, based on propidium iodide (PI) and SYTOX Green probes. These can be readily adapted to both flow cytometry and time-lapse fluorescence imaging. Considering vast time savings and kinetic data acquisition such assays have the potential to be applied in a number of areas including accelerated anticancer drug discovery and high-throughput screening routines.
Collapse
Affiliation(s)
- Donald Wlodkowic
- The BioMEMS Research Group, Department of Chemistry, University of Auckland, Auckland, New Zealand.
| | | | | | | |
Collapse
|
32
|
Wlodkowic D, Skommer J, Darzynkiewicz Z. Cytometry in cell necrobiology revisited. Recent advances and new vistas. Cytometry A 2010; 77:591-606. [PMID: 20235235 PMCID: PMC2975392 DOI: 10.1002/cyto.a.20889] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Over a decade has passed since publication of the last review on "Cytometry in cell necrobiology." During these years we have witnessed many substantial developments in the field of cell necrobiology such as remarkable advancements in cytometric technologies and improvements in analytical biochemistry. The latest innovative platforms such as laser scanning cytometry, multispectral imaging cytometry, spectroscopic cytometry, and microfluidic Lab-on-a-Chip solutions rapidly emerge as highly advantageous tools in cell necrobiology studies. Furthermore, we have recently gained substantial knowledge on alternative cell demise modes such as caspase-independent apoptosis-like programmed cell death (PCD), autophagy, necrosis-like PCD, or mitotic catastrophe, all with profound connotations to pathogenesis and treatment. Although detection of classical, caspase-dependent apoptosis is still the major ground for the advancement of cytometric techniques, there is an increasing demand for novel analytical tools to rapidly quantify noncanonical modes of cell death. This review highlights the key developments warranting a renaissance and evolution of cytometric techniques in the field of cell necrobiology.
Collapse
Affiliation(s)
- Donald Wlodkowic
- The Bioelectronics Research Centre, University of Glasgow, Glasgow, United Kingdom.
| | | | | |
Collapse
|
33
|
Zhao H, Oczos J, Janowski P, Trembecka D, Dobrucki J, Darzynkiewicz Z, Wlodkowic D. Rationale for the real-time and dynamic cell death assays using propidium iodide. Cytometry A 2010; 77:399-405. [PMID: 20131407 DOI: 10.1002/cyto.a.20867] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
We have recently reported an innovative approach to use charged fluorochromes such as propidium iodide (PI) in the real-time, dynamic cell viability assays. This study was designed to provide a mechanistic rationale for the kinetic assays using cell permeability markers. Uptake of PI by live cells, effect on the cell cycle, long-term proliferation capacity, DNA damage response, and pharmacologic interactions with anticancer drugs were studied using both laser scanning microscopy and laser scanning cytometry. Exposure of human carcinomic alveolar basal epithelial A549 cells in cultures to 1.5 or 7.5 microM of PI for 24 h had minimal effect on cell cycle progression including DNA replication as measured by incorporation of 5'-ethynyl-2-deoxyuridine (EdU) detected by the "click chemistry" approach and measured by laser scanning cytometry. A modest reduction, from 44 to 40% or 33%, in frequency of DNA replicating cells was seen after 48 h at 1.5 or 7.5 microM concentration of PI. There was no evidence of increased phosphorylation of histone gammaH2AX in cells growing in the presence of 1.5 or 7.5 microM of PI for up to 48 h. Confocal image analysis of HeLa and NIH 3T3 mouse embryonic fibroblasts growing in the presence of PI showed granular distribution in cell cytoplasm suggesting PI accumulation in endosomes and progressive increase in fluorescence of nucleoli reflecting PI binding to nucleolar RNA. The overall responses of cells to cytotoxic agents were also not affected by the growth in the presence PI. Our data lend further support to the notion that PI can be effectively used in real-time, kinetic viability assays.
Collapse
Affiliation(s)
- Hong Zhao
- Brander Cancer Research Institute and Department of Pathology, New York Medical College, Valhalla, New York, USA
| | | | | | | | | | | | | |
Collapse
|
34
|
Wlodkowic D, Cooper JM. Microfabricated analytical systems for integrated cancer cytomics. Anal Bioanal Chem 2010; 398:193-209. [DOI: 10.1007/s00216-010-3722-8] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2010] [Revised: 03/29/2010] [Accepted: 04/03/2010] [Indexed: 01/09/2023]
|
35
|
Bálint S, Rao S, Sánchez MM, Huntosová V, Miskovský P, Petrov D. Diffusion and cellular uptake of drugs in live cells studied with surface-enhanced Raman scattering probes. JOURNAL OF BIOMEDICAL OPTICS 2010; 15:027005. [PMID: 20459279 DOI: 10.1117/1.3369844] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
An understanding of the mechanisms of drug diffusion and uptake through cellular membranes is critical for elucidating drug action and in the development of effective drug delivery systems. We study these processes for emodin, a potential anticancer drug, in live cancer cells using surface-enhanced Raman scattering. Micrometer-sized silica beads covered by nanosized silver colloids are passively embedded into the cell and used as sensors of the drug. We demonstrate that the technique offers distinct advantages: the possibility to study the kinetics of drug diffusion through the cellular membrane toward specific cell organelles, the detection of lower drug concentrations compared to fluorescence techniques, and less damage imparted on the cell.
Collapse
Affiliation(s)
- Stefan Bálint
- ICFO - Institut de Ciencies Fotoniques, Mediterranean Technology Park, Castelldefels (Barcelona), 08860 Spain
| | | | | | | | | | | |
Collapse
|
36
|
Wlodkowic D, Faley S, Skommer J, McGuinness D, Cooper JM. Biological implications of polymeric microdevices for live cell assays. Anal Chem 2010; 81:9828-33. [PMID: 19902928 DOI: 10.1021/ac902010s] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Lab-on-a-chip technologies have the potential to deliver significant technological advances in modern biomedicine, through the ability to provide appropriate low-cost microenvironments for screening cells. However, to date, few studies have investigated the suitability of poly(dimethylsiloxane) (PDMS) for live cell culture. Here, we describe an inexpensive method for production of reusable, optical-grade PDMS microculture chips which provide a static and self-contained microwell system analogous to conventional polystyrene multiwell plates. We use these structures to probe the effects of PDMS upon live cell culture bioassays, using time-lapse fluorescence imaging to explore the toxicity of the substrate. We use three model systems to explore the efficacy of the microstructured devices: (i) live cell culture, (ii) adenoviral gene delivery to mammalian cells, and (iii) gravity enforced formation of multicellular tumor spheroids (MCTS). Results show that PDMS is nontoxic to cells, as their viability and growth characteristic in PDMS-based platforms is comparable to that of their polystyrene counterparts.
Collapse
Affiliation(s)
- Donald Wlodkowic
- Department of Electronics and Electrical Engineering, The Bioelectronics Research Centre, University of Glasgow, Glasgow, UK G12 8LT
| | | | | | | | | |
Collapse
|
37
|
|
38
|
Wlodkowic D, Faley S, Zagnoni M, Wikswo JP, Cooper JM. Microfluidic single-cell array cytometry for the analysis of tumor apoptosis. Anal Chem 2009; 81:5517-23. [PMID: 19514700 DOI: 10.1021/ac9008463] [Citation(s) in RCA: 146] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Limitations imposed by conventional analytical technologies for cell biology, such as flow cytometry or microplate imaging, are often prohibitive for the kinetic analysis of single-cell responses to therapeutic compounds. In this paper, we describe the application of a microfluidic array to the real-time screening of anticancer drugs against arrays of single cells. The microfluidic platform comprises an array of micromechanical traps, designed to passively corral individual nonadherent cells. This platform, fabricated in the biologically compatible elastomer poly(dimethylsiloxane), PDMS, enables hydrodynamic trapping of cells in low shear stress zones, enabling time-lapse studies of nonadherent hematopoietic cells. Results indicate that these live-cell, microfluidic microarrays can be readily applied to kinetic analysis of investigational anticancer agents in hematopoietic cancer cells, providing new opportunities for automated microarray cytometry and higher-throughput screening. We also demonstrate the ability to quantify on-chip the anticancer drug induced apoptosis. Specifically, we show that with small numbers of trapped cells (approximately 300) under careful serial observation we can achieve results with only slightly greater statistical spread than can be obtained with single-pass flow cytometer measurements of 15,000-30,000 cells.
Collapse
Affiliation(s)
- Donald Wlodkowic
- The Bioelectronics Research Centre, Department of Electronics and Electrical Engineering, University of Glasgow, G12 8LT, United Kingdom
| | | | | | | | | |
Collapse
|
39
|
Wlodkowic D, Skommer J, McGuinness D, Faley S, Kolch W, Darzynkiewicz Z, Cooper JM. Chip-based dynamic real-time quantification of drug-induced cytotoxicity in human tumor cells. Anal Chem 2009; 81:6952-6959. [PMID: 19572560 DOI: 10.1021/ac9008463.microfluidic] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Cell cytotoxicity tests are among the most common bioassays using flow cytometry and fluorescence imaging analysis. The permeability of plasma membranes to charged fluorescent probes serves, in these assays, as a marker distinguishing live from dead cells. Since it is generally assumed that probes, such as propidium iodide (PI) or 7-amino-actinomycin D (7-AAD), are themselves cytotoxic, they are currently generally used only as the end-point markers of assays for live versus dead cells. In the current study, we provide novel insights into potential applications of these classical plasma membrane integrity markers in the dynamic tracking of drug-induced cytotoxicity. We show that treatment of a number of different human tumor cell lines in cultures for up to 72 h with the PI, 7-AAD, SYTOX Green (SY-G), SYTOX Red (SY-R), TO-PRO, and YO-PRO had no effect on cell viability assessed by the integrity of plasma membrane, cell cycle progression, and rate of proliferation. We subsequently explore the potential of dynamic labeling with these markers in real-time analysis, by comparing results from both conventional cytometry and microfluidic chips. Considering the simplicity of the staining protocols and their low cost combined with the potential for real-time data collection, we show how that real-time fluorescent imaging and Lab-on-a-Chip platforms have the potential to be used for automated drug screening routines.
Collapse
Affiliation(s)
- Donald Wlodkowic
- The Bioelectronics Research Center, Department of Electronics and Electrical Engineering, University of Glasgow, G12 8LT Glasgow, UK
| | | | | | | | | | | | | |
Collapse
|
40
|
Wlodkowic D, Skommer J, McGuinness D, Faley S, Kolch W, Darzynkiewicz Z, Cooper JM. Chip-based dynamic real-time quantification of drug-induced cytotoxicity in human tumor cells. Anal Chem 2009; 81:6952-9. [PMID: 19572560 PMCID: PMC3977701 DOI: 10.1021/ac9010217] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Cell cytotoxicity tests are among the most common bioassays using flow cytometry and fluorescence imaging analysis. The permeability of plasma membranes to charged fluorescent probes serves, in these assays, as a marker distinguishing live from dead cells. Since it is generally assumed that probes, such as propidium iodide (PI) or 7-amino-actinomycin D (7-AAD), are themselves cytotoxic, they are currently generally used only as the end-point markers of assays for live versus dead cells. In the current study, we provide novel insights into potential applications of these classical plasma membrane integrity markers in the dynamic tracking of drug-induced cytotoxicity. We show that treatment of a number of different human tumor cell lines in cultures for up to 72 h with the PI, 7-AAD, SYTOX Green (SY-G), SYTOX Red (SY-R), TO-PRO, and YO-PRO had no effect on cell viability assessed by the integrity of plasma membrane, cell cycle progression, and rate of proliferation. We subsequently explore the potential of dynamic labeling with these markers in real-time analysis, by comparing results from both conventional cytometry and microfluidic chips. Considering the simplicity of the staining protocols and their low cost combined with the potential for real-time data collection, we show how that real-time fluorescent imaging and Lab-on-a-Chip platforms have the potential to be used for automated drug screening routines.
Collapse
Affiliation(s)
- Donald Wlodkowic
- The Bioelectronics Research Center, Department of Electronics and Electrical Engineering, University of Glasgow, G12 8LT Glasgow, U.K
| | - Joanna Skommer
- Queen's Medical Research Institute, University of Edinburgh, Edinburgh, U.K
| | - Dagmara McGuinness
- Women's Reproductive Health Research Center, Medical Center North, Vanderbilt University, Nashville, TN
| | - Shannon Faley
- The Bioelectronics Research Center, Department of Electronics and Electrical Engineering, University of Glasgow, G12 8LT Glasgow, U.K
| | - Walter Kolch
- The Beatson Institute for Cancer Research, Glasgow, U.K
| | | | - Jonathan M. Cooper
- The Bioelectronics Research Center, Department of Electronics and Electrical Engineering, University of Glasgow, G12 8LT Glasgow, U.K
| |
Collapse
|