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Xu Z, Hong Q, Ge K, Shi X, Wang X, Deng J, Zhou Z, Zhai T. Random Lasing from Label-Free Living Cells for Rapid Cytometry of Apoptosis. NANO LETTERS 2022; 22:172-178. [PMID: 34978455 DOI: 10.1021/acs.nanolett.1c03580] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
A random laser carrying the scattering information on a biological host is a promising tool for the characterization of biophysical properties. In this work, random lasing from label-free living cells is proposed to achieve rapid cytometry of apoptosis. Random lasing is achieved by adding biocompatible gain medium to a confocal dish containing cells under optically pumped conditions. The random lasing characteristics are distinct at different stages of cell apoptosis after drug treatment. By analyzing the power Fourier transform results of the random lasing spectra, the percentage of apoptotic cells could be distinguished within two seconds, which is more than an order of magnitude faster than traditional flow cytometry. These results provide a label-free approach for rapid cytometry of apoptosis, which is advantageous for further research of random lasers in the biological field.
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Affiliation(s)
- Zhiyang Xu
- College of Physics and Optoelectronics, Faculty of Science, Beijing University of Technology, Beijing 100124, China
| | - Qihao Hong
- Faculty of Environment and Life, Beijing University of Technology, Beijing 100124, China
| | - Kun Ge
- College of Physics and Optoelectronics, Faculty of Science, Beijing University of Technology, Beijing 100124, China
| | - Xiaoyu Shi
- College of Physics and Optoelectronics, Faculty of Science, Beijing University of Technology, Beijing 100124, China
| | - Xiaolei Wang
- College of Physics and Optoelectronics, Faculty of Science, Beijing University of Technology, Beijing 100124, China
| | - Jinxiang Deng
- College of Physics and Optoelectronics, Faculty of Science, Beijing University of Technology, Beijing 100124, China
| | - ZhiXiang Zhou
- Faculty of Environment and Life, Beijing University of Technology, Beijing 100124, China
| | - Tianrui Zhai
- College of Physics and Optoelectronics, Faculty of Science, Beijing University of Technology, Beijing 100124, China
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2
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Editorial for the Special Issue on Micro/Nanofluidic Devices for Single Cell Analysis, Volume II. MICROMACHINES 2021; 12:mi12080875. [PMID: 34442497 PMCID: PMC8400742 DOI: 10.3390/mi12080875] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Accepted: 07/23/2021] [Indexed: 12/19/2022]
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3
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Gao T, Gao X, Xu C, Wang M, Chen M, Wang J, Ma F, Yu P, Mao L. Label-Free Resistance Cytometry at the Orifice of a Nanopipette. Anal Chem 2021; 93:2942-2949. [PMID: 33502179 DOI: 10.1021/acs.analchem.0c04585] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Development of new principles and techniques at the single-cell level is significantly important since cells as basic units of living organisms always bear large heterogeneity. Herein, we demonstrate a new electrochemical principle for single-cell analysis based on an ion current blockage at the orifice of a nanopipette, defined as resistance cytometry. The amplitude and the frequency of ion current transients show strong dependence on the size and the concentration of cells, which could be used for in situ cell sizing and counting. This technique shows good ability to detect the size change of RBCs under stimulations of different pH and osmotic pressure values. More importantly, the as-presented resistance cytometry can distinguish lymphoma blood cells from normal blood cells for patient blood samples. The as-presented resistance cytometry is label-free, non-invasive, and non-destructive, which not only opens new opportunities for single-cell analysis but also provides a new platform for cell-related medical diagnostic technologies.
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Affiliation(s)
- Tienan Gao
- Research Center for Analytical Sciences, Department of Chemistry, College of Sciences, Northeastern University, Box 332, Shenyang 110819, China.,Beijing National Laboratory for Molecular Sciences, Key Laboratory of Analytical Chemistry for Living Biosystems, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China
| | - Xiangyi Gao
- Beijing National Laboratory for Molecular Sciences, Key Laboratory of Analytical Chemistry for Living Biosystems, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China
| | - Cong Xu
- Beijing National Laboratory for Molecular Sciences, Key Laboratory of Analytical Chemistry for Living Biosystems, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China.,School of Chemical Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Menglin Wang
- Beijing National Laboratory for Molecular Sciences, Key Laboratory of Analytical Chemistry for Living Biosystems, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China.,Department of Otolaryngology Head and Neck Surgery, Peking University Third Hospital, Beijing 100191, China
| | - Mingli Chen
- Research Center for Analytical Sciences, Department of Chemistry, College of Sciences, Northeastern University, Box 332, Shenyang 110819, China
| | - Jianhua Wang
- Research Center for Analytical Sciences, Department of Chemistry, College of Sciences, Northeastern University, Box 332, Shenyang 110819, China
| | - Furong Ma
- Department of Otolaryngology Head and Neck Surgery, Peking University Third Hospital, Beijing 100191, China
| | - Ping Yu
- Beijing National Laboratory for Molecular Sciences, Key Laboratory of Analytical Chemistry for Living Biosystems, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China.,School of Chemical Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Lanqun Mao
- Beijing National Laboratory for Molecular Sciences, Key Laboratory of Analytical Chemistry for Living Biosystems, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China.,College of Chemistry, Beijing Normal University, Beijing 100875, China.,School of Chemical Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
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4
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Ptacek J, Locke D, Finck R, Cvijic ME, Li Z, Tarolli JG, Aksoy M, Sigal Y, Zhang Y, Newgren M, Finn J. Multiplexed ion beam imaging (MIBI) for characterization of the tumor microenvironment across tumor types. J Transl Med 2020; 100:1111-1123. [PMID: 32203152 DOI: 10.1038/s41374-020-0417-4] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Revised: 03/05/2020] [Accepted: 03/06/2020] [Indexed: 11/09/2022] Open
Abstract
An ability to characterize the cellular composition and spatial organization of the tumor microenvironment (TME) using multiplexed IHC has been limited by the techniques available. Here we show the applicability of multiplexed ion beam imaging (MIBI) for cell phenotype identification and analysis of spatial relationships across numerous tumor types. Formalin-fixed paraffin-embedded (FFPE) samples from tumor biopsies were simultaneously stained with a panel of 15 antibodies, each labeled with a specific metal isotope. Multi-step processing produced images of the TME that were further segmented into single cells. Frequencies of different cell subsets and the distributions of nearest neighbor distances between them were calculated using this data. A total of 50 tumor specimens from 15 tumor types were characterized for their immune profile and spatial organization. Most samples showed infiltrating cytotoxic T cells and macrophages present amongst tumor cells. Spatial analysis of the TME in two ovarian serous carcinoma images highlighted differences in the degree of mixing between tumor and immune cells across samples. Identification of admixed PD-L1+ macrophages and PD-1+ T cells in an urothelial carcinoma sample allowed for the detailed observations of immune cell subset spatial arrangement. These results illustrate the high-parameter capability of MIBI at a sensitivity and resolution uniquely suited to understanding the complex tumor immune landscape including the spatial relationships of immune and tumor cells and expression of immunoregulatory proteins.
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Affiliation(s)
| | | | | | | | - Zhuyin Li
- Bristol-Myers Squibb, Princeton, NJ, USA
| | | | | | | | - Yi Zhang
- Ionpath Inc, Menlo Park, CA, USA
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5
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Wills JW, Robertson J, Summers HD, Miniter M, Barnes C, Hewitt RE, Keita ÅV, Söderholm JD, Rees P, Powell JJ. Image-Based Cell Profiling Enables Quantitative Tissue Microscopy in Gastroenterology. Cytometry A 2020; 97:1222-1237. [PMID: 32445278 DOI: 10.1002/cyto.a.24042] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Revised: 04/29/2020] [Accepted: 05/04/2020] [Indexed: 12/18/2022]
Abstract
Immunofluorescence microscopy is an essential tool for tissue-based research, yet data reporting is almost always qualitative. Quantification of images, at the per-cell level, enables "flow cytometry-type" analyses with intact locational data but achieving this is complex. Gastrointestinal tissue, for example, is highly diverse: from mixed-cell epithelial layers through to discrete lymphoid patches. Moreover, different species (e.g., rat, mouse, and humans) and tissue preparations (paraffin/frozen) are all commonly studied. Here, using field-relevant examples, we develop open, user-friendly methodology that can encompass these variables to provide quantitative tissue microscopy for the field. Antibody-independent cell labeling approaches, compatible across preparation types and species, were optimized. Per-cell data were extracted from routine confocal micrographs, with semantic machine learning employed to tackle densely packed lymphoid tissues. Data analysis was achieved by flow cytometry-type analyses alongside visualization and statistical definition of cell locations, interactions and established microenvironments. First, quantification of Escherichia coli passage into human small bowel tissue, following Ussing chamber incubations exemplified objective quantification of rare events in the context of lumen-tissue crosstalk. Second, in rat jejenum, precise histological context revealed distinct populations of intraepithelial lymphocytes between and directly below enterocytes enabling quantification in context of total epithelial cell numbers. Finally, mouse mononuclear phagocyte-T cell interactions, cell expression and significant spatial cell congregations were mapped to shed light on cell-cell communication in lymphoid Peyer's patch. Accessible, quantitative tissue microscopy provides a new window-of-insight to diverse questions in gastroenterology. It can also help combat some of the data reproducibility crisis associated with antibody technologies and over-reliance on qualitative microscopy. © 2020 The Authors. Cytometry Part A published by Wiley Periodicals LLC. on behalf of International Society for Advancement of Cytometry.
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Affiliation(s)
- John W Wills
- Biominerals Research, Cambridge University Department of Veterinary Medicine, School of Biological Sciences, Cambridge, UK
| | - Jack Robertson
- Biominerals Research, Cambridge University Department of Veterinary Medicine, School of Biological Sciences, Cambridge, UK
| | - Huw D Summers
- Centre for Nanohealth, Swansea University College of Engineering, Swansea, UK
| | - Michelle Miniter
- Biominerals Research, Cambridge University Department of Veterinary Medicine, School of Biological Sciences, Cambridge, UK
| | - Claire Barnes
- Centre for Nanohealth, Swansea University College of Engineering, Swansea, UK
| | - Rachel E Hewitt
- Biominerals Research, Cambridge University Department of Veterinary Medicine, School of Biological Sciences, Cambridge, UK
| | - Åsa V Keita
- Department of Surgery and Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
| | - Johan D Söderholm
- Department of Surgery and Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
| | - Paul Rees
- Centre for Nanohealth, Swansea University College of Engineering, Swansea, UK.,Broad Institute of MIT and Harvard, Cambridge, Massachusetts, 02142, USA
| | - Jonathan J Powell
- Biominerals Research, Cambridge University Department of Veterinary Medicine, School of Biological Sciences, Cambridge, UK
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6
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Abstract
Image analysis in clinical research has evolved at fast pace in the last decade. This review discusses basic concepts ranging from immunohistochemistry to advanced techniques such as multiplex imaging, digital pathology, flow cytometry and intravital microscopy. Tissue imaging
ex vivo is still one of the gold-standards in the field due to feasibility. We describe here different protocols and applications of digital analysis providing basic and clinical researchers with an overview on how to analyse tissue images.
In vivo imaging is not easily accessible to researchers; however, it provides invaluable dynamic information. Overall, we discuss a plethora of techniques that - when combined - constitute a powerful platform for basic and translational cancer research.
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Affiliation(s)
- Oscar Maiques
- Barts Cancer Institute, John Vane Science Building, Charterhouse Square, Queen Mary University of London, London, EC1M 6BQ, UK
| | - Mirella Georgouli
- Oncology Cell Therapy RU, GlaxoSmithKline, Stevenage, London, SG1 2NY, UK
| | - Victoria Sanz-Moreno
- Barts Cancer Institute, John Vane Science Building, Charterhouse Square, Queen Mary University of London, London, EC1M 6BQ, UK
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7
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Behrmann L, Wellbrock J, Fiedler W. Acute Myeloid Leukemia and the Bone Marrow Niche-Take a Closer Look. Front Oncol 2018; 8:444. [PMID: 30370251 PMCID: PMC6195156 DOI: 10.3389/fonc.2018.00444] [Citation(s) in RCA: 52] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Accepted: 09/24/2018] [Indexed: 12/20/2022] Open
Abstract
The bone marrow is the home of hematopoiesis and is therefore a hotspot for the development of hematopoietic diseases. Complex interactions between the bone marrow microenvironment and hematopoietic stem cells must find a balance between proliferation, differentiation and homeostasis of the stem cell compartment. Changes in this tightly regulated network can provoke malignant transformation, leading to hematopoietic diseases. Here we focus on acute myeloid leukemia (AML), since this is the most frequent acute leukemia in adulthood with very poor overall survival rates and where relapse after chemotherapy continues to be a major challenge, driving demand for new therapeutic strategies. Current research is focusing on the identification of specific interactions between leukemic blasts and their niche components, which may be exploited as novel treatment targets along with induction chemotherapy. Significant progress has been gained over the last few years in the field of high-resolution imaging. Confocal ex vivo and intravital microscopy have revealed a detailed map of bone marrow structures and components; as well as identifying numerous alterations in the stem cell niche that correspond to disease progression. However, the underlying mechanisms are still not completely understood and due to the complexity, their elucidation remains a challenging. This review discusses the constitution of the AML niche in the bone marrow, the improvement in visualization of the complex three-dimensional niche structures and points out new therapeutic strategies to increase the overall survival of AML patients.
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Affiliation(s)
- Lena Behrmann
- Department of Oncology, Hematology and Bone Marrow Transplantation with Section Pneumology, Hubertus Wald University Cancer Center, University Medical Center Hamburg Eppendorf, Hamburg, Germany
| | - Jasmin Wellbrock
- Department of Oncology, Hematology and Bone Marrow Transplantation with Section Pneumology, Hubertus Wald University Cancer Center, University Medical Center Hamburg Eppendorf, Hamburg, Germany
| | - Walter Fiedler
- Department of Oncology, Hematology and Bone Marrow Transplantation with Section Pneumology, Hubertus Wald University Cancer Center, University Medical Center Hamburg Eppendorf, Hamburg, Germany
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8
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Amith SR, Wilkinson JM, Fliegel L. Na+/H+ exchanger NHE1 regulation modulates metastatic potential and epithelial-mesenchymal transition of triple-negative breast cancer cells. Oncotarget 2018; 7:21091-113. [PMID: 27049728 PMCID: PMC5008271 DOI: 10.18632/oncotarget.8520] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2015] [Accepted: 03/24/2016] [Indexed: 12/20/2022] Open
Abstract
In triple-negative breast cancer (TNBC), the high recurrence rate, increased invasion and aggressive metastatic formation dictate patient survival. We previously demonstrated a critical role for the Na+/H+ exchanger isoform 1 (NHE1) in controlling metastasis of triple-negative cells. Here, we investigated the effect of changes to three regulatory loci of NHE1. Two via the Ras/Raf/ERK/p90RSK pathway: p90RSK/14-3-3 (S703A) and ERK1/2 (S766,770,771A, SSSA) and a third via a calmodulin-binding domain (K641,R643,645,647E, 1K3R4E). MDA-MB-231 cells with a mutation at the p90RSK site (S703A-NHE1) changed from a wild-type mesenchymal morphology to a smaller epithelial-like phenotype with a loss of expression of mesenchymal marker vimentin. S703A cells also had reduced metastatic potential and markedly decreased rates of migration, invasion, spheroid growth, anchorage-dependent and soft agar colony formation. Similarly, BI-D1870, a specific inhibitor of p90RSK, significantly inhibited the metastatic potential of highly invasive MDA-MB-231 and moderately invasive MDA-MB-468 TNBC cells, but was minimally effective in non-invasive Hs578T TNBC cells. In contrast, invasion and spheroid growth were unaffected in cells containing NHE1 with mutations interfering with its activation by ERK1/2 (SSSA), though rates of migration and colony formation were reduced. Cells with a constitutive activation of NHE1 via the 1K3R4E mutation exhibited higher rates of migration, invasion, and spheroid growth. Taken together, our data demonstrate the critical role of NHE1 in metastasis, and suggest a novel link between NHE1 and the expression and cytosolic organization of vimentin, a key factor in epithelial-mesenchymal transition, that is dependent on p90RSK/14-3-3-mediated activation of the exchanger.
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Affiliation(s)
- Schammim Ray Amith
- Department of Biochemistry, University of Alberta, Edmonton, Alberta, Canada
| | | | - Larry Fliegel
- Department of Biochemistry, University of Alberta, Edmonton, Alberta, Canada
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9
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Han Y, Gu Y, Zhang AC, Lo YH. Review: imaging technologies for flow cytometry. LAB ON A CHIP 2016; 16:4639-4647. [PMID: 27830849 PMCID: PMC5311077 DOI: 10.1039/c6lc01063f] [Citation(s) in RCA: 139] [Impact Index Per Article: 17.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
High-throughput single cell imaging is a critical enabling and driving technology in molecular and cellular biology, biotechnology, medicine and related areas. Imaging flow cytometry combines the single-cell imaging capabilities of microscopy with the high-throughput capabilities of conventional flow cytometry. Recent advances in imaging flow cytometry are remarkably revolutionizing single-cell analysis. This article describes recent imaging flow cytometry technologies and their challenges.
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Affiliation(s)
- Yuanyuan Han
- Department of Electrical and Computer Engineering, University of California, San Diego, California 92093, USA.
| | - Yi Gu
- Department of Electrical and Computer Engineering, University of California, San Diego, California 92093, USA.
| | - Alex Ce Zhang
- Department of Electrical and Computer Engineering, University of California, San Diego, California 92093, USA.
| | - Yu-Hwa Lo
- Department of Electrical and Computer Engineering, University of California, San Diego, California 92093, USA.
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10
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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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11
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White spot syndrome virus entry is dependent on multiple endocytic routes and strongly facilitated by Cq-GABARAP in a CME-dependent manner. Sci Rep 2016; 6:28694. [PMID: 27385304 PMCID: PMC4935888 DOI: 10.1038/srep28694] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2016] [Accepted: 06/08/2016] [Indexed: 12/13/2022] Open
Abstract
White spot syndrome virus (WSSV) is a lethal pathogen of shrimp and many other crustaceans, including crayfish. However, the molecular mechanism underlying its cellular entry remains elusive due to the lack of shrimp cell lines for viral propagation. Crayfish hematopoietic tissue (Hpt) cell culture was recently established as a good model for WSSV infection study. Here, we showed that multiple endocytic routes, including clathrin-mediated endocytosis (CME), macropinocytosis and caveolae-mediated endocytosis, were indispensably employed for the viral entry into Hpt cell of the crayfish Cherax quadricarinatus. Intriguingly, cellular autophagic activity was positively correlated with efficient viral entry, in which a key autophagy-related protein, γ-aminobutyric acid receptor-associated protein (Cq-GABARAP), that not only localized but also co-localized with WSSV on the Hpt cell membrane, strongly facilitated WSSV entry by binding to the viral envelope VP28 in a CME-dependent manner that was negatively regulated by Cq-Rac1. Furthermore, cytoskeletal components, including Cq-β-tubulin and Cq-β-actin, bound to both recombinant rCq-GABARAP and WSSV envelope proteins, which likely led to viral entry promotion via cooperation with rCq-GABARAP. Even under conditions that promoted viral entry, rCq-GABARAP significantly reduced viral replication at an early stage of infection, which was probably caused by the formation of WSSV aggregates in the cytoplasm.
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12
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Bodenmiller B. Multiplexed Epitope-Based Tissue Imaging for Discovery and Healthcare Applications. Cell Syst 2016; 2:225-38. [PMID: 27135535 DOI: 10.1016/j.cels.2016.03.008] [Citation(s) in RCA: 159] [Impact Index Per Article: 19.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2015] [Accepted: 03/10/2016] [Indexed: 12/15/2022]
Abstract
The study of organs and tissues on a molecular level is necessary as we seek an understanding of health and disease. Over the last few years, powerful highly multiplexed epitope-based imaging approaches that rely on the serial imaging of tissues with fluorescently labeled antibodies and the simultaneous analysis using metal-labeled antibodies have emerged. These techniques enable analysis of dozens of epitopes in thousands of cells in a single experiment providing a systems level view of normal and disease processes at the single-cell level with spatial resolution in tissues. In this Review, I discuss, first, the highly multiplexed epitope-based imaging approaches and the generated data. Second, I describe challenges that must be overcome to implement these imaging methods from bench to bedside, including issues with tissue processing and analyses of the large amounts of data generated. Third, I discuss how these methods can be integrated with readouts of genome, transcriptome, metabolome, and live cell information, and fourth, the novel applications possible in tissue biology, drug development, and biomarker discovery. I anticipate that highly multiplexed epitope-based imaging approaches will broadly complement existing imaging methods and will become a cornerstone of tissue biology and biomedical research and of precision medical applications.
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Affiliation(s)
- Bernd Bodenmiller
- Institute of Molecular Life Sciences, University of Zürich, 8057 Zürich, Switzerland.
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13
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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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14
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Cao Z, Lu C. Quantitative Detection of Nucleocytoplasmic Transport of Native Proteins in Single Cells. Methods Mol Biol 2015; 1346:239-52. [PMID: 26542726 DOI: 10.1007/978-1-4939-2987-0_16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/22/2023]
Abstract
The detection of protein translocation (i.e., the movement of intracellular proteins among various subcellular compartments) conventionally relies on imaging and subcellular-fractionation-based techniques that do not generate information on a large cell population with single-cell resolution. Although special flow cytometric tools such as imaging flow cytometry may generate single-cell data on processes such as nucleocytoplasmic transport, such equipment is expensive (thus has limited accessibility) and has low throughput for examining cells due to the reliance on high-speed imaging. Here we describe a protocol for detecting translocation of native proteins using a common flow cytometer which detects fluorescence intensity without imaging. We conduct chemical release of cytosolic proteins and fluorescence immunostaining of a targeted protein. The detected fluorescence intensity is quantitatively correlated to the cytosolic/nuclear localization of the protein at the single cell level. Our technique provides a simple route for studying nucleocytoplasmic transport with single-cell resolution using common flow cytometers.
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Affiliation(s)
- Zhenning Cao
- School of Biomedical Engineering and Sciences, Virginia Tech, Blacksburg, VA, 24061, USA
| | - Chang Lu
- Department of Chemical Engineering, Virginia Tech, Suite 235 Goodwin Hall, 635 Prices Fork Road, Blacksburg, VA, 24061, USA.
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15
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Hengst J, Theorell J, Deterding K, Potthoff A, Dettmer A, Ljunggren HG, Wedemeyer H, Björkström NK. High-resolution determination of human immune cell signatures from fine-needle liver aspirates. Eur J Immunol 2015; 45:2154-7. [DOI: 10.1002/eji.201445369] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2014] [Revised: 03/02/2015] [Accepted: 03/27/2015] [Indexed: 01/07/2023]
Affiliation(s)
- Julia Hengst
- Department of Gastroenterology; Hepatology and Endocrinology; Hannover Medical School; Hannover Germany
- Center for Infectious Medicine; Department of Medicine, Huddinge; Karolinska Institutet; Stockholm Sweden
| | - Jakob Theorell
- Center for Infectious Medicine; Department of Medicine, Huddinge; Karolinska Institutet; Stockholm Sweden
| | - Katja Deterding
- Department of Gastroenterology; Hepatology and Endocrinology; Hannover Medical School; Hannover Germany
| | - Andrej Potthoff
- Department of Gastroenterology; Hepatology and Endocrinology; Hannover Medical School; Hannover Germany
| | - Arne Dettmer
- Department of Gastroenterology; Hepatology and Endocrinology; Hannover Medical School; Hannover Germany
| | - Hans-Gustaf Ljunggren
- Center for Infectious Medicine; Department of Medicine, Huddinge; Karolinska Institutet; Stockholm Sweden
| | - Heiner Wedemeyer
- Center for Infectious Medicine; Department of Medicine, Huddinge; Karolinska Institutet; Stockholm Sweden
| | - Niklas K. Björkström
- Center for Infectious Medicine; Department of Medicine, Huddinge; Karolinska Institutet; Stockholm Sweden
- Liver Immunology Laboratory; Department of Medicine, Huddinge; Karolinska Institutet; Stockholm Sweden
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16
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Doan-Xuan QM, Szalóki N, Tóth K, Szöllősi J, Bacso Z, Vámosi G. FRET Imaging by Laser Scanning Cytometry on Large Populations of Adherent Cells. ACTA ACUST UNITED AC 2014; 70:2.23.1-29. [PMID: 25271960 DOI: 10.1002/0471142956.cy0223s70] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
The application of FRET (fluorescence resonance energy transfer) sensors for monitoring protein-protein interactions under vital conditions is attracting increasing attention in molecular and cell biology. Laser-scanning cytometry (LSC), a slide-based sister procedure to flow cytometry, provides an opportunity to analyze large populations of adherent cells or 2-D solid tissues in their undisturbed physiological settings. Here we provide an LSC-based three-laser protocol for high-throughput ratiometric FRET measurements utilizing cyan and yellow fluorescent proteins as a FRET pair. Membrane labeling with Cy5 dye is used for cell identification and contouring. Pixel-by-pixel and single-cell FRET efficiencies are calculated to estimate the extent of the molecular interactions and their distribution in the cell populations examined. We also present a non-high-throughput donor photobleaching FRET application, for obtaining the required instrument parameters for ratiometric FRET. In the biological model presented, HeLa cells are transfected with the ECFP- or EYFP-tagged Fos and Jun nuclear proteins, which heterodimerize to form active AP1 transcription factor.
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Affiliation(s)
- Quang-Minh Doan-Xuan
- Department of Biophysics and Cell Biology, Research Center for Molecular Medicine, University of Debrecen, Debrecen, Hungary; These authors contributed equally to this work
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17
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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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18
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Rzepecka J, Coates ML, Saggar M, Al-Riyami L, Coltherd J, Tay HK, Huggan JK, Janicova L, Khalaf AI, Siebeke I, Suckling CJ, Harnett MM, Harnett W. Small molecule analogues of the immunomodulatory parasitic helminth product ES-62 have anti-allergy properties. Int J Parasitol 2014; 44:669-74. [PMID: 24929132 PMCID: PMC4119935 DOI: 10.1016/j.ijpara.2014.05.001] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2014] [Revised: 05/16/2014] [Accepted: 05/19/2014] [Indexed: 01/17/2023]
Abstract
Small molecule analogues of the helminth immunomodulator ES-62 have been produced. Two analogues inhibit mast cell functions and prevent airway hypersensitivity. The analogues are drug-like and could be considered for treatment of human allergy.
ES-62, a glycoprotein secreted by the filarial nematode Acanthocheilonema viteae, exhibits anti-inflammatory properties by virtue of covalently attached phosphorylcholine moieties. Screening of a library of ES-62 phosphorylcholine-based small molecule analogues (SMAs) revealed that two compounds, termed 11a and 12b, mirrored the helminth product both in inhibiting mast cell degranulation and cytokine responses in vitro and in preventing ovalbumin-induced Th2-associated airway inflammation and eosinophil infiltration of the lungs in mice. Furthermore, the two SMAs inhibited neutrophil infiltration of the lungs when administered therapeutically. ES-62-SMAs 11a and 12b thus represent starting points for novel drug development for allergies such as asthma.
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Affiliation(s)
- Justyna Rzepecka
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow G4 0RE, Scotland, UK
| | - Michelle L Coates
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow G4 0RE, Scotland, UK
| | - Moninder Saggar
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow G4 0RE, Scotland, UK
| | - Lamyaa Al-Riyami
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow G4 0RE, Scotland, UK
| | - Jennifer Coltherd
- Institute of Infection, Immunity and Inflammation, University of Glasgow, Glasgow G12 8TA, Scotland, UK
| | - Hwee Kee Tay
- Institute of Infection, Immunity and Inflammation, University of Glasgow, Glasgow G12 8TA, Scotland, UK
| | - Judith K Huggan
- Department of Pure and Applied Chemistry, University of Strathclyde, Glasgow G1 1XL, Scotland, UK
| | - Lucia Janicova
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow G4 0RE, Scotland, UK
| | - Abedawn I Khalaf
- Department of Pure and Applied Chemistry, University of Strathclyde, Glasgow G1 1XL, Scotland, UK
| | - Ivonne Siebeke
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow G4 0RE, Scotland, UK
| | - Colin J Suckling
- Department of Pure and Applied Chemistry, University of Strathclyde, Glasgow G1 1XL, Scotland, UK
| | - Margaret M Harnett
- Institute of Infection, Immunity and Inflammation, University of Glasgow, Glasgow G12 8TA, Scotland, UK
| | - William Harnett
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow G4 0RE, Scotland, UK.
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19
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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]
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20
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Cao Z, Geng S, Li L, Lu C. Detecting intracellular translocation of native proteins quantitatively at the single cell level. Chem Sci 2014. [DOI: 10.1039/c4sc00578c] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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21
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Haselgrübler T, Haider M, Ji B, Juhasz K, Sonnleitner A, Balogi Z, Hesse J. High-throughput, multiparameter analysis of single cells. Anal Bioanal Chem 2013; 406:3279-96. [PMID: 24292433 DOI: 10.1007/s00216-013-7485-x] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2013] [Revised: 11/04/2013] [Accepted: 11/04/2013] [Indexed: 12/23/2022]
Abstract
Heterogeneity of cell populations in various biological systems has been widely recognized, and the highly heterogeneous nature of cancer cells has been emerging with clinical relevance. Single-cell analysis using a combination of high-throughput and multiparameter approaches is capable of reflecting cell-to-cell variability, and at the same time of unraveling the complexity and interdependence of cellular processes in the individual cells of a heterogeneous population. In this review, analytical methods and microfluidic tools commonly used for high-throughput, multiparameter single-cell analysis of DNA, RNA, and proteins are discussed. Applications and limitations of currently available technologies for cancer research and diagnostics are reviewed in the light of the ultimate goal to establish clinically applicable assays.
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Affiliation(s)
- Thomas Haselgrübler
- Center for Advanced Bioanalysis GmbH, Gruberstraße 40-42, 4020, Linz, Austria,
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22
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Joseph C, Quach J, Walkley C, Lane S, Lo Celso C, Purton L. Deciphering Hematopoietic Stem Cells in Their Niches: A Critical Appraisal of Genetic Models, Lineage Tracing, and Imaging Strategies. Cell Stem Cell 2013; 13:520-33. [DOI: 10.1016/j.stem.2013.10.010] [Citation(s) in RCA: 104] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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23
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Ugarte F, Forsberg EC. Haematopoietic stem cell niches: new insights inspire new questions. EMBO J 2013; 32:2535-47. [PMID: 24022369 DOI: 10.1038/emboj.2013.201] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2013] [Accepted: 08/20/2013] [Indexed: 12/31/2022] Open
Abstract
Haematopoietic stem cell (HSC) niches provide an environment essential for life-long HSC function. Intense investigation of HSC niches both feed off and drive technology development to increase our capability to assay functionally defined cells with high resolution. A major driving force behind the desire to understand the basic biology of HSC niches is the clear implications for clinical therapies. Here, with particular emphasis on cell type-specific deletion of SCL and CXCL12, we focus on unresolved issues on HSC niches, framed around some very recent advances and novel discoveries on the extrinsic regulation of HSC maintenance. We also provide ideas for possible paths forward, some of which are clearly within reach while others will require both novel tools and vision.
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Affiliation(s)
- Fernando Ugarte
- Department of Biomolecular Engineering, Institute for the Biology of Stem Cells, University of California Santa Cruz, Santa Cruz, CA, USA
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24
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Nombela-Arrieta C, Pivarnik G, Winkel B, Canty KJ, Harley B, Mahoney JE, Park SY, Lu J, Protopopov A, Silberstein LE. Quantitative imaging of haematopoietic stem and progenitor cell localization and hypoxic status in the bone marrow microenvironment. Nat Cell Biol 2013; 15:533-43. [PMID: 23624405 PMCID: PMC4156024 DOI: 10.1038/ncb2730] [Citation(s) in RCA: 385] [Impact Index Per Article: 35.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2012] [Accepted: 03/12/2013] [Indexed: 12/21/2022]
Abstract
The existence of a haematopoietic stem cell niche as a spatially confined regulatory entity relies on the notion that haematopoietic stem and progenitor cells (HSPCs) are strategically positioned in unique bone marrow microenvironments with defined anatomical and functional features. Here, we employ a powerful imaging cytometry platform to perform a comprehensive quantitative analysis of HSPC distribution in bone marrow cavities of femoral bones. We find that HSPCs preferentially localize in endosteal zones, where most closely interact with sinusoidal and non-sinusoidal bone marrow microvessels, which form a distinctive circulatory system. In situ tissue analysis reveals that HSPCs exhibit a hypoxic profile, defined by strong retention of pimonidazole and expression of HIF-1α, regardless of localization throughout the bone marrow, adjacency to vascular structures or cell-cycle status. These studies argue that the characteristic hypoxic state of HSPCs is not solely the result of a minimally oxygenated niche but may be partially regulated by cell-specific mechanisms.
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Affiliation(s)
- César Nombela-Arrieta
- Division of Transfusion Medicine, Department of Laboratory Medicine, Children’s Hospital Boston, Boston, MA 02115, USA
| | - Gregory Pivarnik
- Division of Transfusion Medicine, Department of Laboratory Medicine, Children’s Hospital Boston, Boston, MA 02115, USA
| | - Beatrice Winkel
- Division of Transfusion Medicine, Department of Laboratory Medicine, Children’s Hospital Boston, Boston, MA 02115, USA
| | - Kimberly J. Canty
- Division of Transfusion Medicine, Department of Laboratory Medicine, Children’s Hospital Boston, Boston, MA 02115, USA
| | | | - John E. Mahoney
- Department for Chemical and Biomolecular Engineering, University of Illinois, Urbana Champaign, IL 61801, USA
| | - Shin-Young Park
- Division of Transfusion Medicine, Department of Laboratory Medicine, Children’s Hospital Boston, Boston, MA 02115, USA
| | - Jiayun Lu
- Division of Transfusion Medicine, Department of Laboratory Medicine, Children’s Hospital Boston, Boston, MA 02115, USA
| | - Alexei Protopopov
- Department for Chemical and Biomolecular Engineering, University of Illinois, Urbana Champaign, IL 61801, USA
| | - Leslie E. Silberstein
- Division of Transfusion Medicine, Department of Laboratory Medicine, Children’s Hospital Boston, Boston, MA 02115, USA
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25
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Furia L, Pelicci PG, Faretta M. A computational platform for robotized fluorescence microscopy (I): high-content image-based cell-cycle analysis. Cytometry A 2013; 83:333-43. [PMID: 23463605 DOI: 10.1002/cyto.a.22266] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2012] [Revised: 01/11/2013] [Accepted: 01/23/2013] [Indexed: 12/28/2022]
Abstract
Hardware automation and software development have allowed a dramatic increase of throughput in both acquisition and analysis of images by associating an optimized statistical significance with fluorescence microscopy. Despite the numerous common points between fluorescence microscopy and flow cytometry (FCM), the enormous amount of applications developed for the latter have found relatively low space among the modern high-resolution imaging techniques. With the aim to fulfill this gap, we developed a novel computational platform named A.M.I.CO. (Automated Microscopy for Image-Cytometry) for the quantitative analysis of images from widefield and confocal robotized microscopes. Thanks to the setting up of both staining protocols and analysis procedures, we were able to recapitulate many FCM assays. In particular, we focused on the measurement of DNA content and the reconstruction of cell-cycle profiles with optimal parameters. Standard automated microscopes were employed at the highest optical resolution (200 nm), and white-light sources made it possible to perform an efficient multiparameter analysis. DNA- and protein-content measurements were complemented with image-derived information on their intracellular spatial distribution. Notably, the developed tools create a direct link between image-analysis and acquisition. It is therefore possible to isolate target populations according to a definite quantitative profile, and to relocate physically them for diffraction-limited data acquisition. Thanks to its flexibility and analysis-driven acquisition, A.M.I.CO. can integrate flow, image-stream and laser-scanning cytometry analysis, providing high-resolution intracellular analysis with a previously unreached statistical relevance.
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Affiliation(s)
- Laura Furia
- Department of Experimental Oncology, European Institute of Oncology, IFOM-IEO Campus for Oncogenomics, Milano 20139, Italy
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26
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Park S, Moon HS, Lee DS, Kim HC, Chun H. High-throughput on-chip leukemia diagnosis. Int J Lab Hematol 2013; 35:480-90. [PMID: 23414350 DOI: 10.1111/ijlh.12054] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2012] [Accepted: 12/18/2012] [Indexed: 01/04/2023]
Abstract
Advances in lab-on-a-chip technologies enabled programmable, reconfigurable, and scalable manipulation of a variety of laboratory procedures. Samples, reagents, and fluids can be precisely controlled; buffer temperature, pH, and concentration control systems as well as a variety of detection systems can be integrated on a small chip. These advantages have attracted attention in various fields of clinical application including leukemia diagnosis and research. A lot of research on lab-on-a-chip based diagnosis has been reported and the field is rapidly expanding. This review describes recent developments of lab-on-a-chip technologies as solutions to challenges for high-throughput leukemia diagnosis.
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Affiliation(s)
- S Park
- Interdisciplinary Program, Bioengineering Major, Graduate School, Seoul National University, Seoul, Korea
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27
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May R, Li Y. The effects of particle size on the deposition of fluorescent nanoparticles in porous media: Direct observation using laser scanning cytometry. Colloids Surf A Physicochem Eng Asp 2013. [DOI: 10.1016/j.colsurfa.2012.11.028] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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28
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Zhou J, Wu Y, Lee SK, Fan R. High-content single-cell analysis on-chip using a laser microarray scanner. LAB ON A CHIP 2012; 12:5025-5033. [PMID: 22991099 DOI: 10.1039/c2lc40309a] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
High-content cellomic analysis is a powerful tool for rapid screening of cellular responses to extracellular cues and examination of intracellular signal transduction pathways at the single-cell level. In conjunction with microfluidics technology that provides unique advantages in sample processing and precise control of fluid delivery, it holds great potential to transform lab-on-a-chip systems for high-throughput cellular analysis. However, high-content imaging instruments are expensive, sophisticated, and not readily accessible. Herein, we report on a laser scanning cytometry approach that exploits a bench-top microarray scanner as an end-point reader to perform rapid and automated fluorescence imaging of cells cultured on a chip. Using high-content imaging analysis algorithms, we demonstrated multiplexed measurements of morphometric and proteomic parameters from all single cells. Our approach shows the improvement of both sensitivity and dynamic range by two orders of magnitude as compared to conventional epifluorescence microscopy. We applied this technology to high-throughput analysis of mesenchymal stem cells on an extracellular matrix protein array and characterization of heterotypic cell populations. This work demonstrates the feasibility of a laser microarray scanner for high-content cellomic analysis and opens up new opportunities to conduct informative cellular analysis and cell-based screening in the lab-on-a-chip systems.
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Affiliation(s)
- Jing Zhou
- Department of Anesthesiology, Yale School of Medicine, New Haven, CT 06520, USA
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29
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In vivo generation of transplantable human hematopoietic cells from induced pluripotent stem cells. Blood 2012; 121:1255-64. [PMID: 23212524 DOI: 10.1182/blood-2012-06-434407] [Citation(s) in RCA: 166] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Lineage-restricted cells can be reprogrammed to a pluripotent state known as induced pluripotent stem (iPS) cells through overexpression of 4 transcription factors. iPS cells are similar to human embryonic stem (hES) cells and have the same ability to generate all the cells of the human body, including blood cells. However, this process is extremely inefficient and to date has been unsuccessful at differentiating iPS into hematopoietic stem cells (HSCs). We hypothesized that iPS cells, injected into NOD.Cg-Prkdc(scid) Il2rg(tm1Wjl)/SzJ immunocompromised (NSG) mice could give rise to hematopoietic stem/progenitor cells (HSPCs) during teratoma formation. Here, we report a novel in vivo system in which human iPS cells differentiate within teratomas to derive functional myeloid and lymphoid cells. Similarly, HSPCs can be isolated from teratoma parenchyma and reconstitute a human immune system when transplanted into immunodeficient mice. Our data provide evidence that in vivo generation of patient customized cells is feasible, providing materials that could be useful for transplantation, human antibody generation, and drug screening applications.
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30
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May R, Akbariyeh S, Li Y. Pore-scale investigation of nanoparticle transport in saturated porous media using laser scanning cytometry. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2012; 46:9980-9986. [PMID: 22920793 DOI: 10.1021/es301749s] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Knowledge of nanoparticle transport and retention mechanisms is essential for both the risk assessment and environmental application of engineered nanomaterials. Laser scanning cytometry, an emerging technology, was used for the first time to investigate the transport of fluorescent nanoparticles in a microfluidic flow cell packed with glass beads. The laser scanning cytometer (LSC) was able to provide the spatial distribution of 64 nm fluorescent nanoparticles attached in a domain of 12 mm long and 5 mm wide. After 40 pV of injection at a lower ionic strength condition (3 mM NaCl, pH 7.0), fewer fluorescent nanoparticles were attached to the center of the flow cell, where the pore-scale velocity is relatively higher. After a longer injection period (300 PV), more were attached to the center of the flow cell, and particles were attached to both the upstream and downstream sides of a glass bead. Nanoparticles attached under a higher ionic strength condition (100 mM NaCl, pH 7.0) were found to be mobilized when flushed with DI water. The mobilized particles were later reattached to some favorable sites. The attachment efficiency factor was found to reduce with an increase in flow velocity. However, torque analysis based on the secondary energy minimum could not explain the observed hydrodynamic effect on the attachment efficiency factor.
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Affiliation(s)
- Ryan May
- Mechanical Sales, Inc., Omaha, Nebraska 68138, United States
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31
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Gerner MY, Kastenmuller W, Ifrim I, Kabat J, Germain RN. Histo-cytometry: a method for highly multiplex quantitative tissue imaging analysis applied to dendritic cell subset microanatomy in lymph nodes. Immunity 2012; 37:364-76. [PMID: 22863836 DOI: 10.1016/j.immuni.2012.07.011] [Citation(s) in RCA: 318] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2012] [Revised: 06/26/2012] [Accepted: 07/17/2012] [Indexed: 01/24/2023]
Abstract
Flow cytometry allows highly quantitative analysis of complex dissociated populations at the cost of neglecting their tissue localization. In contrast, conventional microscopy methods provide spatial information, but visualization and quantification of cellular subsets defined by complex phenotypic marker combinations is challenging. Here, we describe an analytical microscopy method, "histo-cytometry," for visualizing and quantifying phenotypically complex cell populations directly in tissue sections. This technology is based on multiplexed antibody staining, tiled high-resolution confocal microscopy, voxel gating, volumetric cell rendering, and quantitative analysis. We have tested this technology on various innate and adaptive immune populations in murine lymph nodes (LNs) and were able to identify complex cellular subsets and phenotypes, achieving quantitatively similar results to flow cytometry, while also gathering cellular positional information. Here, we employ histo-cytometry to describe the spatial segregation of resident and migratory dendritic cell subsets into specialized microanatomical domains, suggesting an unexpected LN demarcation into discrete functional compartments.
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Affiliation(s)
- Michael Y Gerner
- Lymphocyte Biology Section, Laboratory of Systems Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA.
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32
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Lee SK, Kim GS, Wu Y, Kim DJ, Lu Y, Kwak M, Han L, Hyung JH, Seol JK, Sander C, Gonzalez A, Li J, Fan R. Nanowire substrate-based laser scanning cytometry for quantitation of circulating tumor cells. NANO LETTERS 2012; 12:2697-704. [PMID: 22646476 PMCID: PMC3381426 DOI: 10.1021/nl2041707] [Citation(s) in RCA: 75] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
We report on the development of a nanowire substrate-enabled laser scanning imaging cytometry for rare cell analysis in order to achieve quantitative, automated, and functional evaluation of circulating tumor cells. Immuno-functionalized nanowire arrays have been demonstrated as a superior material to capture rare cells from heterogeneous cell populations. The laser scanning cytometry method enables large-area, automated quantitation of captured cells and rapid evaluation of functional cellular parameters (e.g., size, shape, and signaling protein) at the single-cell level. This integrated platform was first tested for capture and quantitation of human lung carcinoma cells from a mixture of tumor cells and leukocytes. We further applied it to the analysis of rare tumor cells spiked in fresh human whole blood (several cells per mL) that emulate metastatic cancer patient blood and demonstrated the potential of this technology for analyzing circulating tumor cells in the clinical settings. Using a high-content image analysis algorithm, cellular morphometric parameters and fluorescence intensities can be rapidly quantitated in an automated, unbiased, and standardized manner. Together, this approach enables informative characterization of captured cells in situ and potentially allows for subclassification of circulating tumor cells, a key step toward the identification of true metastasis-initiating cells. Thus, this nanoenabled platform holds great potential for studying the biology of rare tumor cells and for differential diagnosis of cancer progression and metastasis.
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Affiliation(s)
- Sang-Kwon Lee
- Department of Biomedical Engineering, Yale University, New Haven, CT 06511, USA
- Department of Semiconductor Science and Technology, Chonbuk National University, Jeonju 561-756, Korea
| | - Gil-Sung Kim
- Department of Semiconductor Science and Technology, Chonbuk National University, Jeonju 561-756, Korea
| | - Yu Wu
- Department of Biomedical Engineering, Yale University, New Haven, CT 06511, USA
| | - Dong-Joo Kim
- Department of Semiconductor Science and Technology, Chonbuk National University, Jeonju 561-756, Korea
| | - Yao Lu
- Department of Biomedical Engineering, Yale University, New Haven, CT 06511, USA
| | - Minsuk Kwak
- Department of Biomedical Engineering, Yale University, New Haven, CT 06511, USA
| | - Lin Han
- Department of Biomedical Engineering, Yale University, New Haven, CT 06511, USA
| | - Jung-Hwan Hyung
- Department of Semiconductor Science and Technology, Chonbuk National University, Jeonju 561-756, Korea
| | - Jin-Kyeong Seol
- Department of Semiconductor Science and Technology, Chonbuk National University, Jeonju 561-756, Korea
| | - Chantal Sander
- Department of Biomedical Engineering, Yale University, New Haven, CT 06511, USA
| | - Anjelica Gonzalez
- Department of Biomedical Engineering, Yale University, New Haven, CT 06511, USA
| | - Jie Li
- Department of Neuropathology, Yale School of Medicine, New Haven, CT 06520, USA
| | - Rong Fan
- Department of Biomedical Engineering, Yale University, New Haven, CT 06511, USA
- Yale Comprehensive Cancer Center, New Haven, CT 06520, USA
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33
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Lim KH, Park J, Rhee SW, Yoon TH. Multiparametric assessment of Cd²+ cytotoxicity using MTT-based microfluidic image cytometry. Cytometry A 2012; 81:691-7. [PMID: 22674831 DOI: 10.1002/cyto.a.22079] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2011] [Revised: 05/07/2012] [Accepted: 05/08/2012] [Indexed: 01/09/2023]
Abstract
A modified MTT protocol-based microfluidic image cytometry (μFIC) was performed to assess Cd(2+) induced cytotoxicity. The expanded capabilities of μFIC, such as in situ measurement, high-throughput, and multiparametric analysis of adherent cells under precisely controlled chemical environments of microfluidic channels, were demonstrated in this study. Multiparametric analysis of μFIC data has enabled us to categorize the progress of cell death into at least four different subgroups based on their morphology and metabolic activity. These advantages of the MTT-based μFIC as a simpler, cheaper, and faster in vitro cell-based assay tool have many implications in biomedical, pharmaceutical, toxicological, and biological application areas, and we propose this technique as a future high throughput-high content screening (HT-HCS) platform for cytotoxicity assays and drug screening.
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Affiliation(s)
- Kook Hee Lim
- Department of Chemistry, Hanyang University, Seoul 133-791, Korea
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Cecic IK, Li G, MacAulay C. Technologies supporting analytical cytology: clinical, research and drug discovery applications. JOURNAL OF BIOPHOTONICS 2012; 5:313-326. [PMID: 22271675 DOI: 10.1002/jbio.201100093] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2011] [Revised: 12/08/2011] [Accepted: 12/30/2011] [Indexed: 05/31/2023]
Abstract
The tools and techniques developed for analytical cytology have become invaluable in expanding the development of cancer screening programs and biomarker discovery for personalized medicine. Detecting cellular, molecular, and functional changes of diseased tissue as defined by quantitative analytical methodologies has enhanced the field of medical diagnostics and prognostics. The focus of this review is to outline applications and recent technical advances in flow cytometry, laser scanning cytometry, image cytometry, and quantitative image analysis, as they pertain to clinical, research, and drug discovery applications.
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Affiliation(s)
- Ivana K Cecic
- Integrative Oncology Department, BC Cancer Research Centre, Vancouver, BC, Canada
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Fueldner C, Mittag A, Knauer J, Biskop M, Hepp P, Scholz R, Wagner U, Sack U, Emmrich F, Tárnok A, Lehmann J. Identification and evaluation of novel synovial tissue biomarkers in rheumatoid arthritis by laser scanning cytometry. Arthritis Res Ther 2012; 14:R8. [PMID: 22251373 PMCID: PMC3392796 DOI: 10.1186/ar3682] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2011] [Revised: 12/13/2011] [Accepted: 01/17/2012] [Indexed: 12/19/2022] Open
Abstract
Introduction Suitable biomarkers are essential for therapeutic strategies in personalized medicine in terms of diagnosis as well as of prognosis. With highly specific biomarkers, it is possible, for example, to identify patients with poor prognosis, which enables early intervention and intensive treatment. The aim of this study was to identify and validate biomarkers and possible combinations for a prospective use in immunoscintigraphy, which may improve diagnosis of rheumatoid arthritis (RA) patients with consideration of inflammatory activity in the affected joints. Therefore, we tested several monoclonal antibodies (mAbs) directed against cellular-surface molecules on cells likely to be involved in the pathogenesis of RA. Methods Synovial tissue from patients with long-standing RA (accompanied by synovitis with varying states of current activity) and patients with acute non-RA arthritis were stained for surface molecules on different cell types by using fluorochrome-labeled antibodies. Tissue analysis was done by laser scanning cytometry (LSC), and statistical evaluation, by discriminant analysis and ROC analysis. Results CD11b, HLA-DR, CD90, and CD64 revealed significant differences between tissues from patients with RA and acute non-RA arthritis. Especially with the expression of CD64, both patient cohorts could be discriminated with high sensitivity and specificity. RA classification was improved by simultaneously investigating the expression of two or three different surface proteins, such as HLA-DR, CD90, and CD29 in the tissue. The simultaneous analysis of CD64 together with CD304 or the combination of CD11b and CD38 was suitable for the identification of RA patients with high current activity in synovitis. Conclusions In this study, we showed that LSC is a novel reliable method in biomarker prevalidation in RA. Hence, identified mAbs in situ may allow their potential use in in vivo approaches. Moreover, we proved that biomarker-combination analysis resulted in better discrimination than did single-marker analysis. Combinations of these markers make a novel and reliable panel for the discrimination between RA and acute non-RA arthritis. In addition, further expedient combinations may be novel promising biomarker panels to identify current activity in synovitis in RA.
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Affiliation(s)
- Christiane Fueldner
- Fraunhofer Institute for Cell Therapy and Immunology, Department of Cell Engineering/GLP, Perlickstr, 1, D-04103 Leipzig, Germany
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Skotak M, Wang F, Chandra N. An in vitro injury model for SH-SY5Y neuroblastoma cells: effect of strain and strain rate. J Neurosci Methods 2012; 205:159-68. [PMID: 22257521 DOI: 10.1016/j.jneumeth.2012.01.001] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2011] [Revised: 12/29/2011] [Accepted: 01/05/2012] [Indexed: 01/18/2023]
Abstract
There is a great need to have in vitro cell injury model wherein a wide range of strain (ɛ) and strain rate (ε˙) can be precisely and independently applied. Such a model will enable exploration of various biomechanical loading conditions cells normally encounter during either blunt or blast impact-induced traumatic brain injuries (TBIs). In combination with a highly automated data acquisition and analysis system, this method can quickly generate a large data set of experimental results to yield identification of bio-mechanical and chemical sequelae following injury. A proper understanding of these sequelae will enable the discovery of the time window of opportunity available for pharmacological interventions. In this study we present such an injury model, a modified version of the Cultured Axonal Injury (CAI) device, and demonstrate its efficacy through viability of SH-SY5Y cells at different ranges of strain (0-140%) and strain rate (15-68 s⁻¹). We identified three different regimes in the stretch-induced dose-response of curves of SH-SY5Y cells, with a very sharp decline from live to dead in a narrow range of strain (30-55%). The effect of strain rate is minimal when the final strain in the cells was fixed at 50%. The model further shows that time-after-injury plays a vital role in the determination of recovery-deterioration pathways and the biological selection depends on the severity of initial injury. These data point out the initial strain level is vital to the cell fate and emphasize the need to study the various mechanisms triggered by different magnitudes of initial injuries.
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Affiliation(s)
- Maciej Skotak
- Department of Mechanical and Materials Engineering, University of Nebraska-Lincoln, Lincoln, NE 68588-0526, USA
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Analytical technologies for integrated single-cell analysis of human immune responses. Methods Mol Biol 2012; 853:211-35. [PMID: 22323150 DOI: 10.1007/978-1-61779-567-1_16] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
The immune system is a network of cells in which the constitutive members interact through dense and sometimes overlapping connections. The extreme complexity of this network poses a significant challenge for monitoring pathological conditions (e.g., food allergies, autoimmunity, and other chronic inflammatory diseases) and for discovering robust signatures of immunological responses that correlate with or predict the efficacy of interventions. The diversity among immune cells found in clinical samples (variations in cellular functions, lineages, and clonotypic breadth) requires approaches for monitoring immune responses with single-cell resolution.In this chapter, we present an engineering approach for integrated single-cell analysis that uses interchangeable modular operations to provide a comprehensive characterization of the phenotypic, functional, and genetic variations for individual cells. We focus on the use of microfabricated devices to isolate and interrogate single cells, and on the analytical components that enable subsequent detection, correlation, and interpretation of multidimensional sets of data. We discuss specific challenges and opportunities in the realization of this concept, and review two examples where it has been implemented. The presented approach should provide a basis for the design and implementation of nonconventional bioanalytical processes for studying specific responses of an immune system.
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Lindström S. Flow cytometry and microscopy as means of studying single cells: a short introductional overview. Methods Mol Biol 2012; 853:13-15. [PMID: 22323136 DOI: 10.1007/978-1-61779-567-1_2] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Flow cytometry and microscopy are perhaps the two most commonly used techniques for analyzing single cells. Both techniques are typically robust and provide a high throughput analysis of living and/or fixed cells. The techniques are often combined with fluorescent labeling of cells, using for example antibodies. This chapter is a short introductory review where some of the possible applications using flow cytometry and microscopy are discussed.
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Affiliation(s)
- Sara Lindström
- Department of Cell and Molecular Biology, Science For Life Laboratory, Karolinska Institute, Stockholm, Sweden.
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Hughes AD, King MR. Nanobiotechnology for the capture and manipulation of circulating tumor cells. WILEY INTERDISCIPLINARY REVIEWS-NANOMEDICINE AND NANOBIOTECHNOLOGY 2011; 4:291-309. [DOI: 10.1002/wnan.168] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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Krull DL, Peterson RA. Preclinical applications of quantitative imaging cytometry to support drug discovery. Methods Cell Biol 2011; 102:291-308. [PMID: 21704843 DOI: 10.1016/b978-0-12-374912-3.00011-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/20/2023]
Abstract
Preclinical drug development is actively involved in testing compounds to find cures or to manage the effects of disease, such as diabetes. Animal models, such as the Zucker diabetic fatty (ZDF) rat, are used to measure efficacy of candidate drugs. This animal model was selected because of its clinical and pathological similarities to diabetic human patients. A method using immunofluorescence and laser scanning cytometry (LSC) technology has been used to measure the development of diabetic phenotype in the ZDF rat during a 17-week time course. The expression levels of insulin, glucagon, voltage-dependent anion channel (VDAC), and Ki67 were quantified. Insulin and VDAC expression were reduced in the ZDF animals in comparison to the lean control rats, while no significant change was seen in glucagon and Ki67 expression at week 17. This information is useful in the design of studies to test experimental compounds in this model. Screening drug targets or biomarkers in tissue sections is another important activity in drug development. Tissue microarrays (TMAs) are composed of 60 or more tissue cores from humans or animal models and may contain healthy and/or diseased tissues. Antibodies against target proteins are applied to TMAs using routine immunohistochemical reagents and protocols. The protein expression across the cores, as labeled by immunohistochemistry, is measured using LSC technology. The process provides an efficient and cost-effective method for evaluating multiple targets in a large number of tissue samples. More recently, IHC and LSC have been taken to the next level to quantify biopharmaceutical drug and target co-localization in tissue sections.
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Affiliation(s)
- David L Krull
- GlaxoSmithKline, Safety Assessment, Investigative Pathology Laboratory, Research Triangle Park, North Carolina, USA
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Takahashi H, Ruiz P, Ricordi C, Delacruz V, Miki A, Mita A, Misawa R, Barker S, Burke GW, Tzakis AG, Ichii H. Quantitative in situ analysis of FoxP3+ T regulatory cells on transplant tissue using laser scanning cytometry. Cell Transplant 2011; 21:113-25. [PMID: 21929847 DOI: 10.3727/096368911x586747] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
There is abundant evidence that immune cells infiltrating into a transplanted organ play a critical role for destructive inflammatory or regulatory immune reactions. Quantitative in situ analysis (i.e., in tissue sections) of immune cells remains challenging due to a lack of objective methodology. Laser scanning cytometry (LSC) is an imaging-based methodology that performs quantitative measurements on fluorescently and/ or chromatically stained tissue or cellular specimens at a single-cell level. In this study, we have developed a novel objective method for analysis of immune cells, including Foxp3(+) T regulatory cells (Tregs), on formalin-fixed /paraffin-embedded (FFPE) transplant biopsy sections using iCys® Research Imaging Cytometer. The development of multiple immunofluorescent staining was established using FFPE human tonsil sample. The CD4/CD8 ratio and the population of Tregs among CD4(+) cells were analyzed using iCys and compared with the results from conventional flow cytometry analysis (FCM). Our multiple immunofluorescent staining techniques allow obtaining clear staining on FFPE sections. The CD4/CD8 ratio analyzed by iCys was concordant with those obtained by FCM. This method was also applicable for liver, small intestine, kidney, pancreas, and heart transplant biopsy sections and provide an objective quantification of Tregs within the grafts.
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Affiliation(s)
- Hidenori Takahashi
- Miami Transplant Institute, University of Miami Leonard M. Miller School of Medicine, Miami, FL, USA
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Puneet P, McGrath MA, Tay HK, Al-Riyami L, Rzepecka J, Moochhala SM, Pervaiz S, Harnett MM, Harnett W, Melendez AJ. The helminth product ES-62 protects against septic shock via Toll-like receptor 4–dependent autophagosomal degradation of the adaptor MyD88. Nat Immunol 2011; 12:344-51. [DOI: 10.1038/ni.2004] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2010] [Accepted: 02/03/2011] [Indexed: 02/06/2023]
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Krull D. Quantitative assessment of pancreatic islets using laser scanning cytometry. CURRENT PROTOCOLS IN CYTOMETRY 2011; Chapter 6:6.32.1-6.32.17. [PMID: 21455967 DOI: 10.1002/0471142956.cy0632s56] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Insulin-dependent (type II) diabetes is characterized by an inability to metabolize glucose, resulting from insufficient insulin function for glucose transport from the blood to tissues. One cause of insufficiency is malfunction of the insulin-producing beta cells within the pancreatic islets. Various compounds to stimulate and restore normal islet function are under development. Zucker diabetic fatty (ZDF) rat animal models are used to measure efficacy of drug candidates, as they show clinical effects similar to those in diabetic patients. Drug effects are evaluated by removing the pancreas from ZDF rats, processing the tissue with paraffin and sectioning it, and then analyzing the sections utilizing antibodies against targeted proteins to quantify morphology and metabolic activity. This protocol describes quantitative analysis of insulin, glucagon, mitochondria (all on a per-islet basis), and insulin-positive proliferating cells in ZDF and lean rat pancreatic tissue sections using the iCyte Imaging Cytometer.
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Affiliation(s)
- David Krull
- GlaxoSmithKline, Research Triangle Park, North Carolina
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Reinert A, Mittag A, Reinert T, Tárnok A, Arendt T, Morawski M. On the quantification of intracellular proteins in multifluorescence-labeled rat brain slices using slide-based cytometry. Cytometry A 2011; 79:485-91. [DOI: 10.1002/cyto.a.21047] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2010] [Revised: 01/20/2011] [Accepted: 02/16/2011] [Indexed: 12/18/2022]
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Abstract
Image cytometry is a method for quantitative cellular analysis using images generally captured on slides or microfabricated chips. The flowless nature of data acquisition in image cytometry allows the use of value components, such as light-emitting diode excitation sources or low-cost charge-coupled device detectors. Unlike flow cytometry, the stationary cellular samples can be exposed to lower-intensity light and utilize less sensitive detectors with higher exposure times. Images are acquired and data is processed using recognition software to identify, count and analyze cells. Current image cytometers cannot replicate the quality of the data from flow cytometers or fluorescence microscopes with full functionality and performance components. Yet, the production of inexpensive image cytometers for use in small laboratories and clinics has made a compelling argument. The addition of fluorescence detection to the new generation of image cytometers has opened the field to a broader range of applications. This article will review the technical aspects and application of image cytometers, the recent progress in the field and available commercial devices.
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Mittag A, Tarnok A. Recent Advances in Cytometry Applications: Preclinical, Clinical, and Cell Biology. Methods Cell Biol 2011; 103:1-20. [DOI: 10.1016/b978-0-12-385493-3.00001-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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McGrath MA, Morton AM, Harnett MM. Laser scanning cytometry: capturing the immune system in situ. Methods Cell Biol 2011; 102:231-60. [PMID: 21704841 DOI: 10.1016/b978-0-12-374912-3.00009-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Until recently, it has not been possible to image and functionally correlate the key molecular and cellular events underpinning immunity and tolerance in the intact immune system. Certainly, the field has been revolutionized by the advent of tetramers to identify physiologically relevant specificities of T cells, and the introduction of models in which transgenic T-cell receptor and/or B-cell receptor-bearing lymphocytes are adoptively transferred into normal mice and can then be identified by clonotype-specific antibodies using flow cytometry in vitro, or immunohistochemistry ex vivo. However, these approaches do not allow for quantitative analysis of the precise anatomical, phenotypic, signaling, and functional parameters required for dissecting the development of immune responses in health and disease in vivo. Traditionally, assessment of signal transduction pathways has required biochemical or molecular biological analysis of isolated and highly purified subsets of immune system cells. Inevitably, this creates potential artifacts and does not allow identification of the key signaling events for individual cells present in their microenvironment in situ. These difficulties have now been overcome by new methodologies in cell signaling analysis that are sufficiently sensitive to detect signaling events occurring in individual cells in situ and the development of technologies such as laser scanning cytometry that provide the tools to analyze physiologically relevant interactions between molecules and cells of the innate and the adaptive immune system within their natural environmental niche in vivo.
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Affiliation(s)
- Mairi A McGrath
- Institute of Infection, Immunity and Inflammation, College of Medical Veterinary & Life Sciences, Glasgow Biomedical Research Centre, University of Glasgow, Scotland, UK
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Laser Scanning Cytometry and Its Applications: A Pioneering Technology in the Field of Quantitative Imaging Cytometry. Methods Cell Biol 2011; 102:161-205. [DOI: 10.1016/b978-0-12-374912-3.00007-9] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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Abstract
Cytometric techniques are continually being improved, refined, and adapted to new applications. This chapter briefly outlines recent advances in the field of cytometry with the main focus on new instrumentations in flow and image cytometry as well as new probes suitable for multiparametric analyses. There is a remarkable trend for miniaturizing cytometers, developing label-free and fluorescence-free analytical approaches, and designing "intelligent" probes. Furthermore, new methods for analyzing complex data for extracting relevant information are reviewed.
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Lindström S, Andersson-Svahn H. Overview of single-cell analyses: microdevices and applications. LAB ON A CHIP 2010; 10:3363-72. [PMID: 20967379 DOI: 10.1039/c0lc00150c] [Citation(s) in RCA: 126] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
Numerous microdevices developed for single-cell analyses have been presented in the last decades. Practical usefulness in biological and clinical settings has become an important focus during the development and implementation of new structures and assays. Single-cell analysis has been applied in intracellular research, gene- and protein content and expression, PCR, cell culture and division, clone formation, differentiation, morphology, lysis, separation, sorting, cytotoxicity and fluorescence screens, antibody secretion, etc. as discussed here along with brief descriptions of the technical devices used for the studies, e.g. well-, trap-, pattern-, and droplet-based structures. This review aims to serve as an overview of available techniques for single-cell analysis by describing the different biological single-cell assays that have been performed to date and how each individual application requires a particular device design.
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Affiliation(s)
- Sara Lindström
- Department of Cell and Molecular Biology, Karolinska Institute, Box 285, SE-171 77 Stockholm, Sweden.
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