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Huang N, Fan X, Zaleta-Rivera K, Nguyen TC, Zhou J, Luo Y, Gao J, Fang RH, Yan Z, Chen ZB, Zhang L, Zhong S. Natural display of nuclear-encoded RNA on the cell surface and its impact on cell interaction. Genome Biol 2020; 21:225. [PMID: 32907628 PMCID: PMC7488101 DOI: 10.1186/s13059-020-02145-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 08/16/2020] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Compared to proteins, glycans, and lipids, much less is known about RNAs on the cell surface. We develop a series of technologies to test for any nuclear-encoded RNAs that are stably attached to the cell surface and exposed to the extracellular space, hereafter called membrane-associated extracellular RNAs (maxRNAs). RESULTS We develop a technique called Surface-seq to selectively sequence maxRNAs and validate two Surface-seq identified maxRNAs by RNA fluorescence in situ hybridization. To test for cell-type specificity of maxRNA, we use antisense oligos to hybridize to single-stranded transcripts exposed on the surface of human peripheral blood mononuclear cells (PBMCs). Combining this strategy with imaging flow cytometry, single-cell RNA sequencing, and maxRNA sequencing, we identify monocytes as the major type of maxRNA+ PBMCs and prioritize 11 candidate maxRNAs for functional tests. Extracellular application of antisense oligos of FNDC3B and CTSS transcripts inhibits monocyte adhesion to vascular endothelial cells. CONCLUSIONS Collectively, these data highlight maxRNAs as functional components of the cell surface, suggesting an expanded role for RNA in cell-cell and cell-environment interactions.
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Affiliation(s)
- Norman Huang
- Department of Bioengineering, University of California San Diego, San Diego, CA, 92093, USA
| | - Xiaochen Fan
- Department of Bioengineering, University of California San Diego, San Diego, CA, 92093, USA
| | - Kathia Zaleta-Rivera
- Department of Bioengineering, University of California San Diego, San Diego, CA, 92093, USA
| | - Tri C Nguyen
- Department of Bioengineering, University of California San Diego, San Diego, CA, 92093, USA
| | - Jiarong Zhou
- Department of NanoEngineering, University of California San Diego, San Diego, CA, 92093, USA
| | - Yingjun Luo
- Department of Diabetes Complications and Metabolism, Beckman Research Institute, City of Hope, Duarte, CA, 91010, USA
| | - Jie Gao
- Department of NanoEngineering, University of California San Diego, San Diego, CA, 92093, USA
| | - Ronnie H Fang
- Department of NanoEngineering, University of California San Diego, San Diego, CA, 92093, USA
| | - Zhangming Yan
- Department of Bioengineering, University of California San Diego, San Diego, CA, 92093, USA
| | - Zhen Bouman Chen
- Department of Diabetes Complications and Metabolism, Beckman Research Institute, City of Hope, Duarte, CA, 91010, USA
| | - Liangfang Zhang
- Department of NanoEngineering, University of California San Diego, San Diego, CA, 92093, USA
| | - Sheng Zhong
- Department of Bioengineering, University of California San Diego, San Diego, CA, 92093, USA.
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Model M. Comparison of cell volume measurements by fluorescence and absorption exclusion microscopy. J Microsc 2020; 280:12-18. [PMID: 32472565 DOI: 10.1111/jmi.12929] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Revised: 05/23/2020] [Accepted: 05/28/2020] [Indexed: 01/06/2023]
Abstract
There are two light microscopic methods for cell volume measurement based on volume exclusion. One method, sometimes referred to as FLEX, utilises negative staining by an external fluorescent dye, and cell volume is found from attenuation of fluorescence under a wide-field microscope. The other method (TTD) is based on exclusion of an external absorbing dye, resulting in an increased intensity of transmission image. In this work, we compared these two methods. TTD measurements were consistent, reproducible and identical to those obtained by confocal scanning. In our hands, FLEX based on either sodium fluorescein of fluorescent dextran, usually resulted in underestimation of cell volume, which were insignificant in shallow chambers but became more severe with increased chamber depth. We have not been able to exactly pinpoint the source of the problem; it may have been undetected accumulation of dye in the cells or, more likely, some unappreciated aspects of image formation under epi-illumination. We also discuss applicability of both methods to in-flow volume measurements. LAY DESCRIPTION: Cell volume is a parameter important for many cell biological and physiological applications, and many different methods have been proposed for its measurement. Two light microscopic methods based on volume exclusion deserve special attention due to their speed and simplicity. In one of them (transmission-through-dye, or TTD), cells are placed in a shallow chamber, and a strongly absorbing external dye is added to the cell-containing medium. The sample is imaged in transmission at a wavelength of maximum dye absorption. Because cells with intact membranes exclude the dye, they appear brighter on a transmission image, and their contrast quantitatively reflects cell thickness. By summation of thickness values over the cell area, cell volume can be obtained. The other method sometimes referred to as FLEX utilises exclusion of a fluorescent dye. Cells appear darker than the background under wide-field fluorescence observation in accordance with their thicknesses, and cell volume is computed by thickness summation over the area, like in TTD. In this work, we compared the accuracy of TTD and FLEX for volume measurements. TTD and confocal scanning produced virtually identical results, which suggests that TTD data are accurate. On the other hand, cell volumes measured by FLEX were consistently smaller than by TTD. The discrepancy always increased with the depth of the chamber, although the exact relationship varied between experiments. By contrast, TTD results were insensitive to chamber depth. Thus, it appears that FLEX underestimates cell volume. The reason for that is not entirely clear. Accumulation of the fluorescent dye inside the cell could be a possibility, although we found no evidence for that. Most likely, the reason lies with some unappreciated aspects of wide-field fluorescence image formation, which has not been well-characterised for the type of negative staining used in FLEX. In our opinion, TTD is the method of choice, at least for stationary cells. On the other hand, due to linear dependence of intensity on volume, FLEX might offer advantages for high-throughput flow volume imaging, although realisation of such an experiment has yet to be worked out.
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Affiliation(s)
- M Model
- Department of Biological Sciences, Kent State University, Kent, Ohio, U.S.A
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3
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Model MA. Cell Volume Measurements by Optical Transmission Microscopy. ACTA ACUST UNITED AC 2020; 90:e62. [PMID: 31899599 DOI: 10.1002/cpcy.62] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Cell volume is an important parameter in studying cell adaptation to anisosmotic stress, activation of monovalent ion channels, and cell death. This article describes a method for measurement of the volumes of adherent cells using a standard light microscope. A coverslip with attached cells is placed in a shallow chamber in a medium containing a strongly absorbing and cell-impermeant dye, Acid Blue 9. When such a sample is imaged in transmitted light at a wavelength of maximum dye absorption (630 nm), the resulting contrast quantitatively reflects cell thickness; once the thickness is known at every point, the volume can be computed as well. Technical details, interpretation of data, and possible artifacts are discussed. © 2019 by John Wiley & Sons, Inc.
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Affiliation(s)
- Michael A Model
- Department of Biological Sciences, Kent State University, Kent, Ohio
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Abstract
Volume is an essential characteristic of a cell, and this review describes the main methods of its measurement that have been used in the past several decades. The discussed methods include various implementations of light scattering, estimates based on one or two cell dimensions, surface scanning, fluorescence confocal and transmission slice-by-slice imaging, intracellular volume markers, displacement of extracellular solution, quantitative phase imaging, radioactive methods, and some others. Suitability of these methods to some typical samples and applications is discussed. © 2017 International Society for Advancement of Cytometry.
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Affiliation(s)
- Michael A Model
- Department of Biological Sciences, Kent State University, Kent, Ohio
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5
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Barrantes-Freer A, Renovanz M, Eich M, Braukmann A, Sprang B, Spirin P, Pardo LA, Giese A, Kim EL. CD133 Expression Is Not Synonymous to Immunoreactivity for AC133 and Fluctuates throughout the Cell Cycle in Glioma Stem-Like Cells. PLoS One 2015; 10:e0130519. [PMID: 26086074 PMCID: PMC4472699 DOI: 10.1371/journal.pone.0130519] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2015] [Accepted: 05/22/2015] [Indexed: 01/01/2023] Open
Abstract
A transmembrane protein CD133 has been implicated as a marker of stem-like glioma cells and predictor for therapeutic response in malignant brain tumours. CD133 expression is commonly evaluated by using antibodies specific for the AC133 epitope located in one of the extracellular domains of membrane-bound CD133. There is conflicting evidence regarding the significance of the AC133 epitope as a marker for identifying stem-like glioma cells and predicting the degree of malignancy in glioma cells. The reasons for discrepant results between different studies addressing the role of CD133/AC133 in gliomas are unclear. A possible source for controversies about CD133/AC133 is the widespread assumption that expression patterns of the AC133 epitope reflect linearly those of the CD133 protein. Consequently, the readouts from AC133 assessments are often interpreted in terms of the CD133 protein. The purpose of this study is to determine whether and to what extent do the readouts obtained with anti-AC133 antibody correspond to the level of CD133 protein expressed in stem-like glioma cells. Our study reveals for the first time that CD133 expressed on the surface of glioma cells is poorly immunoreactive for AC133. Furthermore, we provide evidence that the level of CD133 occupancy on the surface of glioma cells fluctuates during the cell cycle. Our results offer a new explanation for numerous inconsistencies regarding the biological and clinical significance of CD133/AC133 in human gliomas and call for caution in interpreting the lack or presence of AC133 epitope in glioma cells.
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Affiliation(s)
- Alonso Barrantes-Freer
- Molecular Biology of Neuronal Signals, Max-Planck-Institute of Experimental Medicine, Göttingen, Germany
- Institute of Neuropathology, University Medical Centre, Göttingen, Germany
| | - Mirjam Renovanz
- Translational Neurooncology Research Group, Department of Neurosurgery, Johannes Gutenberg University Medical Centre, Mainz, Germany
| | - Marcus Eich
- Institute of Toxicology, Johannes Gutenberg University Medical Centre, Mainz, Germany
| | - Alina Braukmann
- Translational Neurooncology Research Group, Department of Neurosurgery, Johannes Gutenberg University Medical Centre, Mainz, Germany
| | - Bettina Sprang
- Translational Neurooncology Research Group, Department of Neurosurgery, Johannes Gutenberg University Medical Centre, Mainz, Germany
| | - Pavel Spirin
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, Russia
| | - Luis A. Pardo
- Molecular Biology of Neuronal Signals, Max-Planck-Institute of Experimental Medicine, Göttingen, Germany
| | - Alf Giese
- Translational Neurooncology Research Group, Department of Neurosurgery, Johannes Gutenberg University Medical Centre, Mainz, Germany
| | - Ella L. Kim
- Translational Neurooncology Research Group, Department of Neurosurgery, Johannes Gutenberg University Medical Centre, Mainz, Germany
- Translational Neurooncology Research Group, Department of Neurosurgery, University Medical Centre, Göttingen, Germany
- * E-mail:
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A. Model M. Cell Volume Measurements by Optical Transmission Microscopy. ACTA ACUST UNITED AC 2015; 72:12.39.1-12.39.9. [DOI: 10.1002/0471142956.cy1239s72] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Michael A. Model
- Department of Biological Sciences, Kent State University Kent Ohio
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Live fluorescence and transmission-through-dye microscopic study of actinomycin D-induced apoptosis and apoptotic volume decrease. Apoptosis 2014; 18:521-32. [PMID: 23325449 DOI: 10.1007/s10495-013-0804-z] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The effect of actinomycin D on HeLa cells was studied by live fluorescence and transmission-through-dye microscopy-a recently developed technique that permits volume measurements in live cells. In particular, it is well suited for the observation and quantification of the apoptotic volume decrease (AVD), which is widely viewed as an essential feature of apoptosis. The main results from our study are as follows. (1) Apoptosis caused in HeLa cells by actinomycin D proceeds in two morphologically distinct stages: the early stage is characterized by extensive blebbing, and the late stage by a more compact shape. The loss of mitochondrial membrane potential occurs at about the same time as blebbing, and chromatin condensation follows 30-90 min later. Caspase-3 and 7 become activated during the late stage. (2) Because blebbing occurs before activation of caspase-3, it has to be initiated by a different mechanism. Although blebbing is one of the earliest observable changes, it can be selectively inhibited without affecting other apoptotic reactions. (3) The majority of cells experience a temporary volume increase after the appearance of blebs. Eventually, AVD takes over and the cells shrink by approximately 40 % of their initial volume; the volume loss becomes noticeable at the end of the blebbing phase and continues through the late stage. Sometimes, at the end of long incubations, shrinkage gives way to swelling, possibly indicating secondary necrosis. (4) Both early and late apoptosis are accompanied by intracellular accumulation of Na(+), while low-sodium medium prevents apoptosis. Except for a partial protective effect of quinine, all of the tested blockers of Na(+), K(+) and Cl(-) channels failed to prevent apoptosis or AVD.
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Su JW, Hsu WC, Tjiu JW, Chiang CP, Huang CW, Sung KB. Investigation of influences of the paraformaldehyde fixation and paraffin embedding removal process on refractive indices and scattering properties of epithelial cells. JOURNAL OF BIOMEDICAL OPTICS 2014; 19:75007. [PMID: 25069007 DOI: 10.1117/1.jbo.19.7.075007] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2014] [Accepted: 06/30/2014] [Indexed: 05/11/2023]
Abstract
The scattering properties and refractive indices (RI) of tissue are important parameters in tissue optics. These parameters can be determined from quantitative phase images of thin slices of tissue blocks. However, the changes in RI and structure of cells due to fixation and paraffin embedding might result in inaccuracies in the estimation of the scattering properties of tissue. In this study, three-dimensional RI distributions of cells were measured using digital holographic microtomography to obtain total scattering cross sections (TSCS) of the cells based on the first-order Born approximation. We investigated the slight loss of dry mass and drastic shrinkage of cells due to paraformaldehyde fixation and paraffin embedding removal processes. We propose a method to compensate for the correlated changes in volume and RI of cells. The results demonstrate that the TSCS of live cells can be estimated using restored cells. The percentage deviation of the TSCS between restored cells and live cells was only −8%. Spatially resolved RI and scattering coefficients of unprocessed oral epithelium ranged from 1.35 to 1.39 and from 100 to 450 cm−1, respectively, estimated from paraffinembedded oral epithelial tissue after restoration of RI and volume.
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Affiliation(s)
- Jing-Wei Su
- National Taiwan University, Institute of Biomedical Electronics and Bioinformatics, Taipei 10617, Taiwan
| | - Wei-Chen Hsu
- National Taiwan University, Institute of Biomedical Electronics and Bioinformatics, Taipei 10617, Taiwan
| | - Jeng-Wei Tjiu
- National Taiwan University Hospital, Department of Dermatology, Taipei 10617, Taiwan
| | - Chun-Pin Chiang
- National Taiwan University Hospital, Department of Dentistry, Taipei 10617, Taiwan
| | - Chao-Wei Huang
- National Taiwan University, Department of Animal Science and Technology, Taipei 10617, Taiwan
| | - Kung-Bin Sung
- National Taiwan University, Institute of Biomedical Electronics and Bioinformatics, Taipei 10617, TaiwaneNational Taiwan University, Department of Electrical Engineering, Taipei 10617, TaiwanfNational Taiwan University, Molecular Imaging Center, Taipei 10
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Abstract
Shape and size are among the most basic and obvious characteristics of a cell (or of any physical object, for that matter). When a cell is observed through a microscope, one only sees its projection onto the image plane. Rather paradoxically, there are no easy techniques to visualize and measure cell's third dimension—thickness. For example, confocal microscopy requires fluorescent labeling, multiple scanning with a high-power objective, possibly correction for the refractive index mismatch, and even then, generation of a complete three-dimensional profile is not very straightforward or precise. Other techniques for imaging the cell vertical profile, such as ion conductance, digital holographic, or atomic force microscopy, are rather complex and not available to most users.
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10
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Measurement of bacterial volume by transmission-through-dye imaging. J Microbiol Methods 2011; 87:375-7. [DOI: 10.1016/j.mimet.2011.08.019] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2011] [Revised: 08/26/2011] [Accepted: 08/26/2011] [Indexed: 11/22/2022]
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11
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Bottier C, Gabella C, Vianay B, Buscemi L, Sbalzarini IF, Meister JJ, Verkhovsky AB. Dynamic measurement of the height and volume of migrating cells by a novel fluorescence microscopy technique. LAB ON A CHIP 2011; 11:3855-3863. [PMID: 21964858 DOI: 10.1039/c1lc20807a] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
We propose a new technique to measure the volume of adherent migrating cells. The method is based on a negative staining where a fluorescent, non-cell-permeant dye is added to the extracellular medium. The specimen is observed with a conventional fluorescence microscope in a chamber of uniform height. Given that the fluorescence signal depends on the thickness of the emitting layer, the objects excluding the fluorescent dye (i.e., cells) appear dark, and the decrease of the fluorescent signal with respect to the background is expected to give information about the height and the volume of the object. Using a glass microfabricated pattern with steps of defined heights, we show that the drop in fluorescence intensity is indeed proportional to the height of the step and obtain calibration curves relating fluorescence intensity to height. The technique, termed the fluorescence displacement method, is further validated by comparing our measurements with the ones obtained by atomic force microscopy (AFM). We apply our method to measure the real-time volume dynamics of migrating fish epidermal keratocytes subjected to osmotic stress. The fluorescence displacement technique allows fast and precise monitoring of cell height and volume, thus providing a valuable tool for characterizing the three-dimensional behaviour of migrating cells.
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Affiliation(s)
- Céline Bottier
- Ecole Polytechnique Fédérale de Lausanne, Laboratory of Cell Biophysics, Lausanne, Switzerland.
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