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Quantifying F-actin patches in single melanoma cells using total-internal reflection fluorescence microscopy. Sci Rep 2022; 12:19993. [PMID: 36411303 PMCID: PMC9678867 DOI: 10.1038/s41598-022-22632-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Accepted: 10/18/2022] [Indexed: 11/22/2022] Open
Abstract
Total-internal reflection fluorescence (TIRF) microscope is a unique technique for selective excitation of only those fluorophore molecules in a cellular environment, which are located at the sub-diffraction axial distance of a cell's contact-area. Despite this prominent feature of the TIRF microscope, making quantitative use of this technique has been a challenge, since the excitation intensity strongly depends on the axial position of a fluorophore molecule. Here, we present an easy-implemented data analysis method to quantitatively characterize the fluorescent signal, without considering the intensity-value. We use F-actin patches in single-melanoma cells as an example and define two quantities of elongation and surface density for F-actin patches at the contact-area of a melanoma cell. The elongation parameter can evaluate the dispersion of F-actin patches at the contact-area of a cell and is useful to classify the attaching, spreading, and expanding stages of a cell. Following that, we present the profile of the surface density of F-actin patches as a quantity to probe the spatio-temporal distribution of the F-actin patches at the contact-area of a cell. The data analysis methods that are proposed here will also be applicable in the image analysis of the other advanced optical microscopic methods.
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Nguyen LTH, Zhang J, Rima XY, Wang X, Kwak KJ, Okimoto T, Amann J, Yoon MJ, Shukuya T, Chiang C, Walters N, Ma Y, Belcher D, Li H, Palmer AF, Carbone DP, Lee LJ, Reátegui E. An immunogold single extracellular vesicular RNA and protein ( Au SERP) biochip to predict responses to immunotherapy in non-small cell lung cancer patients. J Extracell Vesicles 2022; 11:e12258. [PMID: 36093740 PMCID: PMC9465631 DOI: 10.1002/jev2.12258] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 06/15/2022] [Accepted: 07/17/2022] [Indexed: 11/21/2022] Open
Abstract
Conventional PD-L1 immunohistochemical tissue biopsies only predict 20%-40% of non-small cell lung cancer (NSCLC) patients that will respond positively to anti-PD-1/PD-L1 immunotherapy. Herein, we present an immunogold biochip to quantify single extracellular vesicular RNA and protein (Au SERP) as a non-invasive alternative. With only 20 μl of purified serum, PD-1/PD-L1 proteins on the surface of extracellular vesicles (EVs) and EV PD-1/PD-L1 messenger RNA (mRNA) cargo were detected at a single-vesicle resolution and exceeded the sensitivities of their bulk-analysis conventional counterparts, ELISA and qRT-PCR, by 1000 times. By testing a cohort of 27 non-responding and 27 responding NSCLC patients, Au SERP indicated that the single-EV mRNA biomarkers surpass the single-EV protein biomarkers in predicting patient responses to immunotherapy. Dual single-EV PD-1/PD-L1 mRNA detection differentiated responders from non-responders with an accuracy of 72.2% and achieved an NSCLC diagnosis accuracy of 93.2%, suggesting the potential for Au SERP to provide enhanced immunotherapy predictions and cancer diagnoses within the clinical setting.
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Affiliation(s)
- Luong T. H. Nguyen
- William G. Lowrie Department of Chemical and Biomolecular EngineeringThe OhioState UniversityColumbusOhioUSA
| | - Jingjing Zhang
- William G. Lowrie Department of Chemical and Biomolecular EngineeringThe OhioState UniversityColumbusOhioUSA
| | - Xilal Y. Rima
- William G. Lowrie Department of Chemical and Biomolecular EngineeringThe OhioState UniversityColumbusOhioUSA
| | - Xinyu Wang
- William G. Lowrie Department of Chemical and Biomolecular EngineeringThe OhioState UniversityColumbusOhioUSA
| | | | - Tamio Okimoto
- Comprehensive Cancer CenterThe Ohio State UniversityColumbusOhioUSA
| | - Joseph Amann
- Comprehensive Cancer CenterThe Ohio State UniversityColumbusOhioUSA
| | - Min Jin Yoon
- William G. Lowrie Department of Chemical and Biomolecular EngineeringThe OhioState UniversityColumbusOhioUSA
| | - Takehito Shukuya
- Comprehensive Cancer CenterThe Ohio State UniversityColumbusOhioUSA
- Department of Respiratory MedicineJuntendo UniversityTokyoJapan
| | - Chi‐Ling Chiang
- William G. Lowrie Department of Chemical and Biomolecular EngineeringThe OhioState UniversityColumbusOhioUSA
| | - Nicole Walters
- William G. Lowrie Department of Chemical and Biomolecular EngineeringThe OhioState UniversityColumbusOhioUSA
| | - Yifan Ma
- William G. Lowrie Department of Chemical and Biomolecular EngineeringThe OhioState UniversityColumbusOhioUSA
| | - Donald Belcher
- William G. Lowrie Department of Chemical and Biomolecular EngineeringThe OhioState UniversityColumbusOhioUSA
| | - Hong Li
- William G. Lowrie Department of Chemical and Biomolecular EngineeringThe OhioState UniversityColumbusOhioUSA
| | - Andre F. Palmer
- William G. Lowrie Department of Chemical and Biomolecular EngineeringThe OhioState UniversityColumbusOhioUSA
| | - David P. Carbone
- Comprehensive Cancer CenterThe Ohio State UniversityColumbusOhioUSA
| | - L. James Lee
- William G. Lowrie Department of Chemical and Biomolecular EngineeringThe OhioState UniversityColumbusOhioUSA
- Spot Biosystems Ltd.Palo AltoCaliforniaUSA
| | - Eduardo Reátegui
- William G. Lowrie Department of Chemical and Biomolecular EngineeringThe OhioState UniversityColumbusOhioUSA
- Comprehensive Cancer CenterThe Ohio State UniversityColumbusOhioUSA
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Kuranaga Y, Matsui H, Ikehata A, Shimoda Y, Noiri M, Ho YL, Delaunay JJ, Teramura Y, Tabata H. Enhancing Detection Sensitivity of ZnO-Based Infrared Plasmonic Sensors Using Capped Dielectric Ga 2O 3 Layers for Real-Time Monitoring of Biological Interactions. ACS APPLIED BIO MATERIALS 2020; 3:6331-6342. [PMID: 35021763 DOI: 10.1021/acsabm.0c00792] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Surface plasmon resonances on Ga-doped ZnO (ZnO/Ga) layer surfaces (ZnO-SPRs) have attracted substantial attention as alternative plasmonic materials in the infrared range. We present further enhancement of the detection limits of ZnO-SPRs to monitor biological interactions by introducing thin dielectric layers into ZnO-SPRs, which remarkably modify the electric fields and the corresponding decay lengths on the sensing surfaces. The presence of a high-permittivity dielectric layer of Ga2O3 provides high wavelength sensitivities of the ZnO-SPRs due to the strongly confined electric fields. The superior sensing capabilities of the proposed samples were verified by real-time monitoring of the biological interactions between biotin and streptavidin molecules. Introduction of the high-permittivity dielectric layer into ZnO-SPRs effectively enhances the detection sensitivity and therefore allowed for the observation of biological interactions. This paper provides useful information for the development of optical detection techniques for use in biological fields based on ZnO from the viewpoints of plasmonic applications.
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Affiliation(s)
- Yasuhiro Kuranaga
- Department of Bioengineering, The University of Tokyo, 1-3-7 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Hiroaki Matsui
- Department of Bioengineering, The University of Tokyo, 1-3-7 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan.,Department of Electrical Engineering and Information Systems, The University of Tokyo, 1-3-7 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Akifumi Ikehata
- Food Research Institute, National Agriculture and Food Research Organization, 1-1-3 Kannondai, Tsukuba, Ibaraki 305-8517, Japan
| | - Yuta Shimoda
- Department of Bioengineering, The University of Tokyo, 1-3-7 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Makoto Noiri
- Department of Bioengineering, The University of Tokyo, 1-3-7 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan.,Department of Materials Engineering, The University of Tokyo, 1-3-7 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Ya-Lun Ho
- Department of Mechanical Engineering, The University of Tokyo, 1-3-7 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Jean-Jacques Delaunay
- Department of Mechanical Engineering, The University of Tokyo, 1-3-7 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Yuji Teramura
- Department of Bioengineering, The University of Tokyo, 1-3-7 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan.,Department of Materials Engineering, The University of Tokyo, 1-3-7 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan.,Department of Immunology, Genetics and Pathology (IGP), Uppsala University, Dag Hammarskjölds väg 20, Uppsala SE-751 85, Sweden
| | - Hitoshi Tabata
- Department of Bioengineering, The University of Tokyo, 1-3-7 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan.,Department of Electrical Engineering and Information Systems, The University of Tokyo, 1-3-7 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
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Ko YS, Bae JA, Kim KY, Kim SJ, Sun EG, Lee KH, Kim N, Kang H, Seo YW, Kim H, Chung IJ, Kim KK. MYO1D binds with kinase domain of the EGFR family to anchor them to plasma membrane before their activation and contributes carcinogenesis. Oncogene 2019; 38:7416-7432. [DOI: 10.1038/s41388-019-0954-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2018] [Revised: 07/26/2019] [Accepted: 08/02/2019] [Indexed: 12/13/2022]
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Schreiber B, Heil HS, Kamp M, Heinze KG. Live-cell fluorescence imaging with extreme background suppression by plasmonic nanocoatings. OPTICS EXPRESS 2018; 26:21301-21313. [PMID: 30119432 DOI: 10.1364/oe.26.021301] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Accepted: 07/05/2018] [Indexed: 06/08/2023]
Abstract
Fluorescence microscopy allows specific and selective imaging of biological samples. Unfortunately, unspecific background due to auto-fluorescence, scattering, and non-ideal labeling efficiency often adversely affect imaging. Surface plasmon-coupled emission (SPCE) is known to selectively mediate fluorescence that spatially originates from regions close to the metal interface. However, SPCE combined with fluorescence imaging has not been widely successful so far, most likely due to its limited photon yield, which makes it tedious to identify the exact window of the application. As the strength of SPCE based imaging is its unique sectioning capabilities. We decided to identify its clear beneficial operational regime for biological settings by interrogating samples in the presence of ascending background levels. For fluorescent beads as well as live-cell imaging as examples, we show how to extend the imaging performance in extremely high photon background environments. In a common setup using plasmonic gold-coated coverslips using an objective-based total internal reflection fluorescence microscope (TIRF-M), we theoretically and experimentally characterize our fluoplasmonics (f-Pics) approach by providing general user guidance in choosing f-Pics over TIRF-M or classical wide-field (WF).
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Stephan J, Keber F, Stierle V, Rädler JO, Paulitschke P. Single-Cell Optical Distortion Correction and Label-Free 3D Cell Shape Reconstruction on Lattices of Nanostructures. NANO LETTERS 2017; 17:8018-8023. [PMID: 29199833 DOI: 10.1021/acs.nanolett.7b04651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Imaging techniques can be compromised by aberrations. Especially when imaging through biological specimens, sample-induced distortions can limit localization accuracy. In particular, this phenomenon affects localization microscopy, traction force measurements, and single-particle tracking, which offer high-resolution insights into biological tissue. Here we present a method for quantifying and correcting the optical distortions induced by single, adherent, living cells. The technique uses periodically patterned gold nanostructures as a reference framework to quantify optically induced displacements with micrometer-scale sampling density and an accuracy of a few nanometers. The 3D cell shape and a simplified geometrical optics approach are then utilized to remap the microscope image. Our experiments reveal displacements of up to several hundred nanometers, and in corrected images these distortions are reduced by a factor of 3. Conversely, the relationship between cell shape and distortion provides a novel method of 3D cell shape reconstruction from a single image, enabling label-free 3D cell analysis.
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Affiliation(s)
- Jürgen Stephan
- Faculty of Physics and Center for NanoScience (CeNS), Ludwig-Maximilians-Universität München , Geschwister-Scholl-Platz 1, 80539 München, Germany
| | - Felix Keber
- Physics Department, Technische Universität München , 85748 Garching, Germany
| | - Valentin Stierle
- Faculty of Physics and Center for NanoScience (CeNS), Ludwig-Maximilians-Universität München , Geschwister-Scholl-Platz 1, 80539 München, Germany
| | - Joachim O Rädler
- Faculty of Physics and Center for NanoScience (CeNS), Ludwig-Maximilians-Universität München , Geschwister-Scholl-Platz 1, 80539 München, Germany
| | - Philipp Paulitschke
- Faculty of Physics and Center for NanoScience (CeNS), Ludwig-Maximilians-Universität München , Geschwister-Scholl-Platz 1, 80539 München, Germany
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