1
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Hobro AJ, Pavillon N, Koike K, Sugiyama T, Umakoshi T, Verma P, Fujita K, Smith NI. Imaging vs Nonimaging Raman Spectroscopy for High-Throughput Single-Cell Phenotyping. Anal Chem 2024; 96:7047-7055. [PMID: 38653469 PMCID: PMC11080993 DOI: 10.1021/acs.analchem.4c00236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 03/11/2024] [Accepted: 03/13/2024] [Indexed: 04/25/2024]
Abstract
Raman spectroscopy can provide nonbiased single-cell analysis based on the endogenous ensemble of biomolecules, with alterations in cellular content indicative of cell state and disease. The measurements themselves can be performed in a variety of modes: generally, full imaging takes the most time but can provide the most information. By reducing the imaging resolution and generating the most characteristic single-cell Raman spectrum in the shortest time, we optimize the utility of the Raman measurement for cell phenotyping. Here, we establish methods to compare these different measurement approaches and assess what, if any, undesired effects occur in the cell. Assuming that laser-induced damage should be apparent as a change in molecular spectra across sequential measurements, and by defining the information content as the Raman-based separability of two cell lines, we thereby establish a parameter range for optimum measurement sensitivity and single-cell throughput in single-cell Raman spectroscopic analysis. While the work here uses 532 nm irradiation, the same approach can be generalized to Raman analysis at other wavelengths.
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Affiliation(s)
- Alison J. Hobro
- Biophotonics
Laboratory, Immunology Frontier Research Center, Osaka University, 3-1 Yamada-oka, Suita City, Osaka 565-0871, Japan
| | - Nicolas Pavillon
- Biophotonics
Laboratory, Immunology Frontier Research Center, Osaka University, 3-1 Yamada-oka, Suita City, Osaka 565-0871, Japan
| | - Kota Koike
- Nanophotonics
Laboratory, Department of Applied Physics, Graduate School of Engineering, Osaka University, 2-1 Yamada-oka, Suita City, Osaka 565-0871, Japan
| | - Takeshi Sugiyama
- Nano-spectroscopy
Laboratory, Department of Applied Physics, Graduate School of Engineering, Osaka University, 2-1 Yamada-oka, Suita City, Osaka 565-0871, Japan
| | - Takayuki Umakoshi
- Nano-spectroscopy
Laboratory, Department of Applied Physics, Graduate School of Engineering, Osaka University, 2-1 Yamada-oka, Suita City, Osaka 565-0871, Japan
| | - Prabhat Verma
- Nano-spectroscopy
Laboratory, Department of Applied Physics, Graduate School of Engineering, Osaka University, 2-1 Yamada-oka, Suita City, Osaka 565-0871, Japan
| | - Katsumasa Fujita
- Nanophotonics
Laboratory, Department of Applied Physics, Graduate School of Engineering, Osaka University, 2-1 Yamada-oka, Suita City, Osaka 565-0871, Japan
| | - Nicholas I. Smith
- Biophotonics
Laboratory, Immunology Frontier Research Center, Osaka University, 3-1 Yamada-oka, Suita City, Osaka 565-0871, Japan
- Center
for Infectious Disease Education and Research (CIDER), 3-1 Yamada-oka, Suita City, Osaka 565-0871, Japan
- Open
and Transdisciplinary Research Institute (OTRI), 3-1 Yamada-oka, Suita City, Osaka 565-0871, Japan
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2
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Pavillon N, Smith NI. Non-invasive monitoring of T cell differentiation through Raman spectroscopy. Sci Rep 2023; 13:3129. [PMID: 36813799 PMCID: PMC9947172 DOI: 10.1038/s41598-023-29259-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Accepted: 02/01/2023] [Indexed: 02/24/2023] Open
Abstract
The monitoring of dynamic cellular behaviors remains a technical challenge for most established techniques used nowadays for single-cell analysis, as most of them are either destructive, or rely on labels that can affect the long-term functions of cells. We employ here label-free optical techniques to non-invasively monitor the changes that occur in murine naive T cells upon activation and subsequent differentiation into effector cells. Based on spontaneous Raman single-cell spectra, we develop statistical models that allow the detection of activation, and employ non-linear projection methods to delineate the changes occurring over a several day period spanning early differentiation. We show that these label-free results have very high correlation with known surface markers of activation and differentiation, while also providing spectral models that allow the identification of the underlying molecular species that are representative of the biological process under study.
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Affiliation(s)
- Nicolas Pavillon
- Biophotonics Laboratory, Immunology Frontier Research Center (IFReC), Osaka University, Yamadaoka 3-1, Suita, Osaka, 565-0871, Japan.
| | - Nicholas I. Smith
- grid.136593.b0000 0004 0373 3971Biophotonics Laboratory, Immunology Frontier Research Center (IFReC), Osaka University, Yamadaoka 3-1, Suita, Osaka 565-0871 Japan ,grid.136593.b0000 0004 0373 3971Open and Transdisciplinary Research Institute (OTRI), Osaka University, Yamadaoka 3-1, Suita, Osaka 565-0871 Japan
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3
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Bando K, Yabuuchi S, Li M, Kubo T, Oketani R, Smith NI, Fujita K. Bessel-beam illumination Raman microscopy. Biomed Opt Express 2022; 13:3161-3170. [PMID: 35781960 PMCID: PMC9208613 DOI: 10.1364/boe.456138] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 04/20/2022] [Accepted: 04/20/2022] [Indexed: 06/15/2023]
Abstract
We demonstrate the use of Bessel beams for side illumination slit-scanning Raman imaging for label-free and hyperspectral analysis of cell spheroids. The background elimination by the side illumination and the aberration-resistant Bessel beam drastically improves the image contrast in Raman observation, allowing label-free investigation of intracellular molecules in thick biological samples. Live cell spheroids were observed to confirm the improvement in image contrast and background reduction with Bessel illumination compared to conventional epi-line illumination.
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Affiliation(s)
- Kazuki Bando
- Department of Applied Physics, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Shumpei Yabuuchi
- Department of Applied Physics, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Menglu Li
- Department of Applied Physics, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
- AIST-Osaka University Advanced Photonics and Biosensing Open Innovation Laboratory, National Institute of Advanced Industrial Science and Technology (AIST), 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Toshiki Kubo
- Department of Applied Physics, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Ryosuke Oketani
- Department of Applied Physics, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Nicholas I. Smith
- Immunology Frontier Research Center, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Katsumasa Fujita
- Department of Applied Physics, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
- AIST-Osaka University Advanced Photonics and Biosensing Open Innovation Laboratory, National Institute of Advanced Industrial Science and Technology (AIST), 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
- Institute for Open and Transdisciplinary Research Initiatives, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
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4
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Temma K, Oketani R, Lachmann R, Kubo T, Smith NI, Heintzmann R, Fujita K. Saturated-excitation image scanning microscopy. Opt Express 2022; 30:13825-13838. [PMID: 35472987 DOI: 10.1364/oe.455621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 03/27/2022] [Indexed: 06/14/2023]
Abstract
Image scanning microscopy (ISM) overcomes the trade-off between spatial resolution and signal volume in confocal microscopy by rearranging the signal distribution on a two-dimensional detector array to achieve a spatial resolution close to the theoretical limit achievable by infinitesimal pinhole detection without sacrificing the detected signal intensity. In this paper, we improved the spatial resolution of ISM in three dimensions by exploiting saturated excitation (SAX) of fluorescence. We theoretically investigated the imaging properties of ISM, when the fluorescence signals are nonlinearly induced by SAX, and show combined SAX-ISM fluorescence imaging to demonstrate the improvement of the spatial resolution in three dimensions. In addition, we confirmed that the SNR of SAX-ISM imaging of fluorescent beads and biological samples, which is one of the challenges in conventional SAX microscopy, was improved.
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5
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Lelliott PM, Nishide M, Pavillon N, Okita Y, Shibahara T, Mizuno Y, Yoshimura H, Obata S, Kumanogoh A, Smith NI. Cellular Adhesion Is a Controlling Factor in Neutrophil Extracellular Trap Formation Induced by Anti-Neutrophil Cytoplasmic Antibodies. Immunohorizons 2022; 6:170-183. [DOI: 10.4049/immunohorizons.2200012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Accepted: 01/31/2022] [Indexed: 11/19/2022] Open
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6
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Koike K, Smith NI, Fujita K. Spectral focusing in picosecond pulsed stimulated Raman scattering microscopy. Biomed Opt Express 2022; 13:995-1004. [PMID: 35284158 PMCID: PMC8884224 DOI: 10.1364/boe.445640] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 12/14/2021] [Accepted: 12/20/2021] [Indexed: 06/14/2023]
Abstract
We introduce spectral focusing of picosecond laser pulses in stimulated Raman scattering (SRS) microscopy to improve spectral resolution, reduce nonlinear background signals, and decrease nonlinear photodamage. We produce a pair of 14 ps pump and Stokes laser pulses by spectral focusing of a 2 ps laser and achieve a spectral resolution of 2 cm-1. Due to instantaneous narrow-band excitation, we find that the chirped 14 ps laser pulses can be used to improve the signal-to-background ratio in SRS microscopy of various samples such as polymer particles and small molecules in HeLa cells. The lower peak powers produced by chirped picosecond laser pulses also reduce nonlinear photodamage, allowing long-term SRS imaging of living cells with higher SNR.
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Affiliation(s)
- Kota Koike
- Department of Applied Physics, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
- AIST-Osaka University Advanced Photonics and Biosensing Open Innovation Laboratory, National Institute of Advanced Industrial Science and Technology (AIST), 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Nicholas I. Smith
- Immunology Frontier Research Center, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Katsumasa Fujita
- Department of Applied Physics, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
- AIST-Osaka University Advanced Photonics and Biosensing Open Innovation Laboratory, National Institute of Advanced Industrial Science and Technology (AIST), 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
- Transdimensional Life Imaging Division, Institute for Open and Transdisciplinary Research Initiatives, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
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7
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Abstract
Raman spectroscopy has the ability to retrieve molecular information from live biological samples non-invasively through optical means. Coupled with machine learning, it is possible to use this large amount of information to create models that can predict the state of new samples. We study here linear models, whose separation coefficients can be used to interpret which bands are contributing to the discrimination, and compare the performance of principal component analysis coupled with linear discriminant analysis (PCA/LDA), with regularized logistic regression (Lasso). By applying these methods to single-cell measurements for the detection of macrophage activation, we found that PCA/LDA yields poorer performance in classification compared to Lasso, and underestimates the required sample size to reach stable models. Direct use of Lasso (without PCA) also yields more stable models, and provides sparse separation vectors that directly contain the Raman bands most relevant to classification. To further evaluate these sparse vectors, we apply Lasso to a well-defined case where protein synthesis is inhibited, and show that the separating features are consistent with RNA accumulation and protein levels depletion. Surprisingly, when features are selected purely in terms of their classification power (Lasso), they consist mostly of side bands, while typical strong Raman peaks are not present in the discrimination vector. We propose that this occurs because large Raman bands are representative of a wide variety of intracellular molecules and are therefore less suited for accurate classification.
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Affiliation(s)
- Nicolas Pavillon
- Biophotonics Laboratory, Immunology Frontier Research Center (IFReC), Osaka University, Yamadaoka 3-1, Suita, 565-0871, Suita, Osaka, Japan.
| | - Nicholas I Smith
- Biophotonics Laboratory, Immunology Frontier Research Center (IFReC), Osaka University, Yamadaoka 3-1, Suita, 565-0871, Suita, Osaka, Japan. and Open and Transdisciplinary Research Institute (OTRI), Osaka University, Yamadaoka 3-1, Suita, 565-0871, Suita, Osaka, Japan
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8
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Tai F, Koike K, Kawagoe H, Ando J, Kumamoto Y, Smith NI, Sodeoka M, Fujita K. Detecting nitrile-containing small molecules by infrared photothermal microscopy. Analyst 2021; 146:2307-2312. [PMID: 33620044 DOI: 10.1039/d0an02198a] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The use of infrared (IR) photothermal microscopy (IR-PTM) is emerging for imaging chemical substances in various samples. In this research, we demonstrated the use of a nitrile group as a vibrational tag to image target molecules in the low water-background region. We performed IR photothermal imaging of trifluoromethoxy carbonyl cyanide phenylhydrazone (FCCP) in cells and confirmed the high spatial resolution by photothermal detection using visible light as a probe beam. We imaged FCCP-treated HeLa cells and confirmed that the photothermal signal was indeed produced from the vibrational tag in lipid droplets. We also compared the results with nitrile imaging by stimulated Raman scattering (SRS) microscopy. From both the calculated and experimental results, IR-PTM demonstrated a signal-to-noise ratio (SNR) several tens of times better than that of SRS microscopy on the basis of the same power input.
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Affiliation(s)
- Fangfang Tai
- Department of Applied Physics, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan.
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9
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Kubo T, Temma K, Smith NI, Lu K, Matsuda T, Nagai T, Fujita K. Hyperspectral two-photon excitation microscopy using visible wavelength. Opt Lett 2021; 46:37-40. [PMID: 33362007 DOI: 10.1364/ol.413526] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 11/08/2020] [Indexed: 05/28/2023]
Abstract
We demonstrate hyperspectral imaging by visible-wavelength two-photon excitation microscopy using line illumination and slit-confocal detection. A femtosecond pulsed laser light at 530 nm was used for the simultaneous excitation of fluorescent proteins with different emission wavelengths. The use of line illumination enabled efficient detection of hyperspectral images and achieved simultaneous detection of three fluorescence spectra in the observation of living HeLa cells with an exposure time of 1 ms per line, which is equivalent to about 2 µs per pixel in point scanning, with 160 data points per spectrum. On combining linear spectral unmixing techniques, localization of fluorescent probes in the cells was achieved. A theoretical investigation of the imaging property revealed high-depth discrimination property attained through the combination of nonlinear excitation and slit detection.
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10
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Lelliott PM, Momota M, Shibahara T, Lee MSJ, Smith NI, Ishii KJ, Coban C. Heparin induces neutrophil elastase-dependent vital and lytic NET formation. Int Immunol 2020; 32:359-368. [PMID: 31879779 DOI: 10.1093/intimm/dxz084] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Accepted: 12/23/2019] [Indexed: 12/24/2022] Open
Abstract
Heparin is used extensively as an anticoagulant in a broad range of diseases and procedures; however, its biological effects are not limited to coagulation and remain incompletely understood. Heparin usage can lead to the life-threatening complication known as heparin-induced thrombocytopenia (HIT), caused by the development of antibodies against heparin/PF4 complexes. Here, we demonstrate the ability of heparin to induce neutrophil extracellular traps (NETs). NETs occurred with cell lysis and death, but live neutrophils releasing extracellular DNA strands, known as vital NETs, also occurred abundantly. Formation of NETs was time and dose dependent, and required reactive oxygen species and neutrophil elastase. Other compounds related to heparin such as low molecular weight heparin, fondaparinux and heparan sulfate either failed to induce NETs, or did so to a much lesser extent. Our findings suggest the ability of heparin to directly induce NET formation should be considered in the context of heparin treatment and HIT pathogenesis.
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Affiliation(s)
| | - Masatoshi Momota
- Laboratory of Vaccine Science, Immunology Frontier Research Center (IFReC), Osaka University, Yamada-oka, Suita, Osaka, Japan.,Laboratory of Adjuvant Innovation, National Institutes of Biomedical Innovation, Health and Nutrition (NIBIOHN), Saitoasagi, Ibaraki, Osaka, Japan
| | - Takayuki Shibahara
- Laboratory of Vaccine Science, Immunology Frontier Research Center (IFReC), Osaka University, Yamada-oka, Suita, Osaka, Japan.,Laboratory of Adjuvant Innovation, National Institutes of Biomedical Innovation, Health and Nutrition (NIBIOHN), Saitoasagi, Ibaraki, Osaka, Japan
| | - Michelle S J Lee
- Laboratory of Malaria Immunology, Yamada-oka, Suita, Osaka, Japan
| | - Nicholas I Smith
- Biophotonics Laboratory, Immunology Frontier Research Center (IFReC), Osaka University, Yamada-oka, Suita, Osaka, Japan
| | - Ken J Ishii
- Laboratory of Vaccine Science, Immunology Frontier Research Center (IFReC), Osaka University, Yamada-oka, Suita, Osaka, Japan.,Laboratory of Adjuvant Innovation, National Institutes of Biomedical Innovation, Health and Nutrition (NIBIOHN), Saitoasagi, Ibaraki, Osaka, Japan.,Division of Vaccine Science, Shirokanedai, Minato-ku, Tokyo, Japan
| | - Cevayir Coban
- Laboratory of Malaria Immunology, Yamada-oka, Suita, Osaka, Japan.,Division of Malaria Immunology, Department of Microbiology and Immunology, The Institute of Medical Science, The University of Tokyo, 4-6-1 Shirokanedai, Minato-ku, 108-8639 Tokyo, Japan
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11
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Abstract
Measurement techniques that allow the global analysis of cellular responses while retaining single-cell sensitivity are increasingly needed in order to understand complex and dynamic biological processes. In this context, compromises between sensitivity, degree of multiplexing, throughput, and invasiveness are often unavoidable. We present here a noninvasive optical approach that can retrieve quantitative biomarkers of both morphological and molecular phenotypes of individual cells, based on a combination of quantitative phase imaging and Raman spectroscopy measurements. We then develop generalized statistical tools to assess the influence of both controlled (cell sub-populations, immune stimulation) and uncontrolled (culturing conditions, animal variations, etc.) experimental parameters on the label-free biomarkers. These indicators can detect different macrophage cell sub-populations originating from different progenitors as well as their activation state, and how these changes are related to specific differences in morphology and molecular content. The molecular indicators also display further sensitivity that allow identification of other experimental conditions, such as differences between cells originating from different animals, allowing the detection of outlier behaviour from given cell sub-populations.
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Affiliation(s)
- Nicolas Pavillon
- Biophotonics Laboratory, Immunology Frontier Research Center (IFReC), Osaka University, Yamadaoka 3-1, 565-0871, Suita, Osaka, Japan.
| | - Nicholas I Smith
- Biophotonics Laboratory, Immunology Frontier Research Center (IFReC), Osaka University, Yamadaoka 3-1, 565-0871, Suita, Osaka, Japan.
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12
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Oketani R, Suda H, Uegaki K, Kubo T, Matsuda T, Yamanaka M, Arai Y, Smith NI, Nagai T, Fujita K. Visible-wavelength two-photon excitation microscopy with multifocus scanning for volumetric live-cell imaging. J Biomed Opt 2019; 25:1-5. [PMID: 31691550 PMCID: PMC7008499 DOI: 10.1117/1.jbo.25.1.014502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Accepted: 06/03/2019] [Indexed: 05/05/2023]
Abstract
Two-photon excitation microscopy is one of the key techniques used to observe three-dimensional (3-D) structures in biological samples. We utilized a visible-wavelength laser beam for two-photon excitation in a multifocus confocal scanning system to improve the spatial resolution and image contrast in 3-D live-cell imaging. Experimental and numerical analyses revealed that the axial resolution has improved for a wide range of pinhole sizes used for confocal detection. We observed the 3-D movements of the Golgi bodies in living HeLa cells with an imaging speed of 2 s per volume. We also confirmed that the time-lapse observation up to 8 min did not cause significant cell damage in two-photon excitation experiments using wavelengths in the visible light range. These results demonstrate that multifocus, two-photon excitation microscopy with the use of a visible wavelength can constitute a simple technique for 3-D visualization of living cells with high spatial resolution and image contrast.
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Affiliation(s)
- Ryosuke Oketani
- Osaka University, Department of Applied Physics, Suita, Osaka, Japan
| | - Haruka Suda
- Osaka University, Department of Applied Physics, Suita, Osaka, Japan
| | - Kumiko Uegaki
- Osaka University, Department of Applied Physics, Suita, Osaka, Japan
| | - Toshiki Kubo
- Osaka University, Department of Applied Physics, Suita, Osaka, Japan
- AIST-Osaka University, Advanced Photonics and Biosensing Open Innovation Laboratory, Suita, Osaka, Japan
| | - Tomoki Matsuda
- Osaka University, Institute of Scientific and Industrial Research, Ibaraki, Osaka, Japan
| | - Masahito Yamanaka
- Osaka University, Department of Applied Physics, Suita, Osaka, Japan
| | - Yoshiyuki Arai
- Osaka University, Institute of Scientific and Industrial Research, Ibaraki, Osaka, Japan
| | - Nicholas I. Smith
- Osaka University, Immunology Frontier Research Center, Suita, Osaka, Japan
| | - Takeharu Nagai
- Osaka University, Institute of Scientific and Industrial Research, Ibaraki, Osaka, Japan
- Osaka University, Institute for Open and Transdisciplinary Research Initiatives, Transdimensional Life Imaging Division, Suita, Osaka, Japan
| | - Katsumasa Fujita
- Osaka University, Department of Applied Physics, Suita, Osaka, Japan
- AIST-Osaka University, Advanced Photonics and Biosensing Open Innovation Laboratory, Suita, Osaka, Japan
- Osaka University, Institute for Open and Transdisciplinary Research Initiatives, Transdimensional Life Imaging Division, Suita, Osaka, Japan
- Address all correspondence to Katsumasa Fujita, E-mail:
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13
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Oketani R, Doi A, Smith NI, Nawa Y, Kawata S, Fujita K. Saturated two-photon excitation fluorescence microscopy with core-ring illumination. Opt Lett 2017; 42:571-574. [PMID: 28146530 DOI: 10.1364/ol.42.000571] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
We demonstrated resolution improvement in two-photon excitation microscopy by combining saturated excitation (SAX) of fluorescence and pupil manipulation. We theoretically estimated the resolution improvement and the sidelobe effect in the point spread function with various pupil designs and found that the combination of SAX and core-ring illumination can effectively enhance the spatial resolution in 3D and suppress sidelobe artifacts. The experimental demonstration shows that the proposed technique is effective for observation with a depth of 100 μm in a tissue phantom and can be applied to 3D observations of tissue samples with higher spatial resolution than conventional two-photon excitation microscopy.
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14
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Abstract
We present a measurement and reconstruction method for laser-scanning microscopy based on compressed sensing, which enables significantly higher frame rates and reduced photobleaching. The image reconstruction accuracy is ensured by including a model of the physical imaging process into the compressed sensing reconstruction procedure. We demonstrate its applicability to unmodified commercial confocal fluorescence microscopy systems and for Raman imaging, showing a potential data reduction of 10-15 times, which directly leads to improvements in acquisition speed, or reduction of photobleaching, without significant loss of spatial resolution. Furthermore, the reconstruction model is also robust to noise, and effective for low-light applications. This method has promising applications for all imaging modalities based on laser-scanning acquisition, including fluorescence, Raman, and nonlinear microscopy.
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15
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Abstract
Raman spectroscopy can be used to discriminate between morphologically similar lymphocyte cell classes and cell lines.
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Affiliation(s)
- Alison J. Hobro
- Biophotonics Laboratory
- Immunology Frontier Research Center
- Osaka University
- Osaka
- Japan
| | - Yutaro Kumagai
- Quantitative Immunology Research Unit
- Immunology Frontier Research Center
- Osaka University
- Osaka
- Japan
| | - Shizuo Akira
- Host Defense Laboratory
- Immunology Frontier Research Center
- Osaka University
- Osaka
- Japan
| | - Nicholas I. Smith
- Biophotonics Laboratory
- Immunology Frontier Research Center
- Osaka University
- Osaka
- Japan
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16
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Watanabe K, Palonpon AF, Smith NI, Chiu LD, Kasai A, Hashimoto H, Kawata S, Fujita K. Structured line illumination Raman microscopy. Nat Commun 2015; 6:10095. [PMID: 26626144 PMCID: PMC4686755 DOI: 10.1038/ncomms10095] [Citation(s) in RCA: 65] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2015] [Accepted: 11/03/2015] [Indexed: 11/09/2022] Open
Abstract
In the last couple of decades, the spatial resolution in optical microscopy has increased to unprecedented levels by exploiting the fluorescence properties of the probe. At about the same time, Raman imaging techniques have emerged as a way to image inherent chemical information in a sample without using fluorescent probes. However, in many applications, the achievable resolution is limited to about half the wavelength of excitation light. Here we report the use of structured illumination to increase the spatial resolution of label-free spontaneous Raman microscopy, generating highly detailed spatial contrast from the ensemble of molecular information in the sample. Using structured line illumination in slit-scanning Raman microscopy, we demonstrate a marked improvement in spatial resolution and show the applicability to a range of samples, including both biological and inorganic chemical component mapping. This technique is expected to contribute towards greater understanding of chemical component distributions in organic and inorganic materials.
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Affiliation(s)
- Kozue Watanabe
- Department of Applied Physics, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Almar F Palonpon
- Department of Applied Physics, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Nicholas I Smith
- Immunology Frontier Research Center, Osaka University, 3-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Liang-da Chiu
- Department of Applied Physics, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Atsushi Kasai
- Laboratory of Molecular Neuropharmacology, Graduate School of Pharmaceutical Sciences, Osaka University, 1-6 Yamadaoka, Suita, Osaka 565-0871, Japan.,Interdisciplinary Program for Biomedical Sciences, Institute for Academic Initiatives, Osaka University, 1-6 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Hitoshi Hashimoto
- Laboratory of Molecular Neuropharmacology, Graduate School of Pharmaceutical Sciences, Osaka University, 1-6 Yamadaoka, Suita, Osaka 565-0871, Japan.,iPS Cell-based Research Project on Brain Neuropharmacology and Toxicology, Graduate school of Pharmaceutical Sciences, Osaka University, 1-6 Yamadaoka, Suita, Osaka 565-0871, Japan.,Molecular Research Center for Children's Mental Development, United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University and University of Fukui, 2-2 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Satoshi Kawata
- Department of Applied Physics, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Katsumasa Fujita
- Department of Applied Physics, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
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17
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Yamanaka M, Saito K, Smith NI, Arai Y, Uegaki K, Yonemaru Y, Mochizuki K, Kawata S, Nagai T, Fujita K. Visible-wavelength two-photon excitation microscopy for fluorescent protein imaging. J Biomed Opt 2015; 20:101202. [PMID: 26238663 DOI: 10.1117/1.jbo.20.10.101202] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2014] [Accepted: 03/25/2015] [Indexed: 05/21/2023]
Abstract
The simultaneous observation of multiple fluorescent proteins (FPs) by optical microscopy is revealing mechanisms by which proteins and organelles control a variety of cellular functions. Here we show the use of visible-light based two-photon excitation for simultaneously imaging multiple FPs. We demonstrated that multiple fluorescent targets can be concurrently excited by the absorption of two photons from the visible wavelength range and can be applied in multicolor fluorescence imaging. The technique also allows simultaneous single-photon excitation to offer simultaneous excitation of FPs across the entire range of visible wavelengths from a single excitation source. The calculation of point spread functions shows that the visible-wavelength two-photon excitation provides the fundamental improvement of spatial resolution compared to conventional confocal microscopy.
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Affiliation(s)
- Masahito Yamanaka
- Osaka University, Department of Applied Physics, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Kenta Saito
- Osaka University, The Institute of Scientific and Industrial Research, 8-1 Mihogaoka, Ibaraki, Osaka 565-0871, Japan
| | - Nicholas I Smith
- Osaka University, Immunology Frontier Research Center, 3-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Yoshiyuki Arai
- Osaka University, The Institute of Scientific and Industrial Research, 8-1 Mihogaoka, Ibaraki, Osaka 565-0871, Japan
| | - Kumiko Uegaki
- Osaka University, Department of Applied Physics, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Yasuo Yonemaru
- Osaka University, Department of Applied Physics, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Kentaro Mochizuki
- Osaka University, Department of Applied Physics, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Satoshi Kawata
- Osaka University, Department of Applied Physics, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Takeharu Nagai
- Osaka University, The Institute of Scientific and Industrial Research, 8-1 Mihogaoka, Ibaraki, Osaka 565-0871, Japan
| | - Katsumasa Fujita
- Osaka University, Department of Applied Physics, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
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18
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Hobro AJ, Pavillon N, Fujita K, Ozkan M, Coban C, Smith NI. Label-free Raman imaging of the macrophage response to the malaria pigment hemozoin. Analyst 2015; 140:2350-9. [PMID: 25646175 DOI: 10.1039/c4an01850h] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Hemozoin, the 'malaria pigment', is engulfed by phagocytic cells, such as macrophages, during malaria infection. This biocrystalline substance is difficult to degrade and often accumulates in phagocytes. The macrophage response to hemozoin relates to the severity of the disease and the potential for malaria-related disease complications. In this study we have used Raman spectroscopy as a label-free method to investigate the biochemical changes occurring in macrophages during the first few hours of hemozoin uptake. We found a number of distinct spectral groups, spectrally or spatially related to the presence of the hemozoin inside the cell. Intracellular hemozoin was spectrally identical to extracellular hemozoin, regardless of the location in the cell. A small proportion of hemozoin was found to be associated with lipid-based components, consistent with the uptake of hemozoin into vesicles such as phagosomes and lysosomes. The spatial distribution of the hemozoin was observed to be inhomogeneous, and its presence largely excluded that of proteins and lipids, demonstrating that cells were not able to break down the biocrystals on the time scales studied here. These results show that Raman imaging can be used to answer some of the open questions regarding the role of hemozoin in the immune response. How different combinations of hemozoin and other molecules are treated by macrophages, whether hemozoin can be broken down by the cell, and more importantly, which co-factors or products are involved in the subsequent cell reaction are the expected issues to be elucidated by this technique.
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Affiliation(s)
- Alison J Hobro
- Biophotonics Laboratory, Immunology Frontier Research Center (IFReC), Osaka University, 3-1 Yamada-oka, Suita, Osaka 565-0871, Japan
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19
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Chiu LD, Palonpon AF, Smith NI, Kawata S, Sodeoka M, Fujita K. Dual-polarization Raman spectral imaging to extract overlapping molecular fingerprints of living cells. J Biophotonics 2015; 8:546-554. [PMID: 24733812 DOI: 10.1002/jbio.201300204] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Raman spectral imaging is gaining more and more attention in biological studies because of its label-free characteristic. However, the discrimination of overlapping chemical contrasts has been a major challenge. In this study, we introduce an optical method to simultaneously obtain two orthogonally polarized Raman images from a single scan of the sample. We demonstrate how this technique can improve the quality and quantity of the hyperspectral Raman dataset and how the technique is expected to further extend the horizons of Raman spectral imaging in biological studies by providing more detailed chemical information. The dual-polarization Raman images of a HeLa cell.
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Affiliation(s)
- Liang-da Chiu
- Department of Applied Physics, Osaka University, 2-1 Yamadaoka, Osaka 565-0871, Japan
| | - Almar F Palonpon
- Department of Applied Physics, Osaka University, 2-1 Yamadaoka, Osaka 565-0871, Japan
- Sodeoka Live Cell Chemistry Project, ERATO, Japan Sciences and Technology Agency, 2-1 Hirosawa, Saitama 351-0198, Japan
| | - Nicholas I Smith
- Immunology Frontier Research Center, Osaka University, 2-1 Yamada-ka, Suita, Osaka 565-0871, Japan
| | - Satoshi Kawata
- Department of Applied Physics, Osaka University, 2-1 Yamadaoka, Osaka 565-0871, Japan
| | - Mikiko Sodeoka
- Sodeoka Live Cell Chemistry Project, ERATO, Japan Sciences and Technology Agency, 2-1 Hirosawa, Saitama 351-0198, Japan
- Synthetic Organic Chemistry Laboratory, RIKEN, 2-1 Hirosawa, Saitama 351-0198, Japan
| | - Katsumasa Fujita
- Department of Applied Physics, Osaka University, 2-1 Yamadaoka, Osaka 565-0871, Japan.
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20
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Pavillon N, Smith NI. Maximizing throughput in label-free microspectroscopy with hybrid Raman imaging. J Biomed Opt 2015; 20:016007. [PMID: 25572258 DOI: 10.1117/1.jbo.20.1.016007] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2014] [Accepted: 12/02/2014] [Indexed: 06/04/2023]
Abstract
Raman spectroscopy is an optical method providing sample molecular composition, which can be analyzed (by point measurements) or spatially mapped by Raman imaging. These provide different information, signal-to-noise ratios, and require different acquisition times. Here, we quantitatively assess Raman spectral features and compare the two measurement methods by multivariate analysis. We also propose a hybrid method: scanning the beam through the sample but optically binning the signal at one location on the detector. This approach generates significantly more useful spectral signals in terms of peak visibility and statistical information. Additionally, by combination with a complementary imaging mode such as quantitative phase microscopy, hybrid imaging allows high throughput and robust spectral analysis while retaining sample spatial information. We demonstrate the improved ability to discriminate between cell lines when using hybrid scanning compared to typical point mode measurements, by quantitatively evaluating spectra taken from two macrophage-like cell lines. Hybrid scanning also provides better classification capability than the full Raman imaging mode, while providing higher signal-to-noise signals with shorter acquisition times. This hybrid imaging approach is suited for various applications including cytometry, cancer versus noncancer detection, and label-free discrimination of cell types or tissues.
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Affiliation(s)
- Nicolas Pavillon
- Osaka University, Immunology Frontier Research Center (IFReC), Biophotonics Laboratory, Suita, Osaka 565-0871, Japan
| | - Nicholas I Smith
- Osaka University, Immunology Frontier Research Center (IFReC), Biophotonics Laboratory, Suita, Osaka 565-0871, JapanbPRESTO, Japan Science and Technology Agency (JST), Chiyodaku, Tokyo 102-0076, Japan
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21
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Smith NI, Mochizuki K, Niioka H, Ichikawa S, Pavillon N, Hobro AJ, Ando J, Fujita K, Kumagai Y. Laser-targeted photofabrication of gold nanoparticles inside cells. Nat Commun 2014; 5:5144. [PMID: 25298313 DOI: 10.1038/ncomms6144] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2014] [Accepted: 09/04/2014] [Indexed: 11/09/2022] Open
Abstract
Nanoparticle manipulation is of increasing interest, since they can report single molecule-level measurements of the cellular environment. Until now, however, intracellular nanoparticle locations have been essentially uncontrollable. Here we show that by infusing a gold ion solution, focused laser light-induced photoreduction allows in situ fabrication of gold nanoparticles at precise locations. The resulting particles are pure gold nanocrystals, distributed throughout the laser focus at sizes ranging from 2 to 20 nm, and remain in place even after removing the gold solution. We demonstrate the spatial control by scanning a laser beam to write characters in gold inside a cell. Plasmonically enhanced molecular signals could be detected from nanoparticles, allowing their use as nano-chemical probes at targeted locations inside the cell, with intracellular molecular feedback. Such light-based control of the intracellular particle generation reaction also offers avenues for in situ plasmonic device creation in organic targets, and may eventually link optical and electron microscopy.
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Affiliation(s)
- Nicholas I Smith
- 1] Biophotonics Laboratory, Immunology Frontier Research Center, Osaka University, Suita, Osaka 565-0871, Japan [2] PRESTO, Japan Science and Technology Agency (JST), Chiyodaku, Tokyo 102-0075, Japan
| | - Kentaro Mochizuki
- Department of Applied Physics, Osaka University, Suita, Osaka 565-0871, Japan
| | - Hirohiko Niioka
- Department of Mechanical Science and Bioengineering, Osaka University, Toyonaka, Osaka 560-8531, Japan
| | - Satoshi Ichikawa
- Institute for NanoScience Design, Osaka University, Toyonaka, Osaka 560-8531, Japan
| | - Nicolas Pavillon
- Biophotonics Laboratory, Immunology Frontier Research Center, Osaka University, Suita, Osaka 565-0871, Japan
| | - Alison J Hobro
- Biophotonics Laboratory, Immunology Frontier Research Center, Osaka University, Suita, Osaka 565-0871, Japan
| | - Jun Ando
- Department of Applied Physics, Osaka University, Suita, Osaka 565-0871, Japan
| | - Katsumasa Fujita
- Department of Applied Physics, Osaka University, Suita, Osaka 565-0871, Japan
| | - Yutaro Kumagai
- Host Defense Laboratory, Immunology Frontier Research Center, Osaka University, Suita, Osaka 565-0871, Japan
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22
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Pavillon N, Hobro AJ, Smith NI. Cell optical density and molecular composition revealed by simultaneous multimodal label-free imaging. Biophys J 2014; 105:1123-32. [PMID: 24010655 DOI: 10.1016/j.bpj.2013.07.031] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2013] [Revised: 07/18/2013] [Accepted: 07/23/2013] [Indexed: 01/14/2023] Open
Abstract
We show how Raman imaging can be combined with independent but simultaneous phase measurements of unlabeled cells, with the resulting data providing information on how the light is retarded and/or scattered by molecules in the cell. We then show, for the first time to our knowledge, how the chemistry of the cell highlighted in the Raman information is related to the cell quantitative phase information revealed in digital holographic microscopy by quantifying how the two sets of spatial information are correlated. The results show that such a multimodal implementation is highly useful for the convenience of having video rate imaging of the cell during the entire Raman measurement time, allowing us to observe how the cell changes during Raman acquisition. More importantly, it also shows that the two sets of label-free data, which result from different scattering mechanisms, are complementary and can be used to interpret the composition and dynamics of the cell, where each mode supplies label-free information not available from the other mode.
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Affiliation(s)
- Nicolas Pavillon
- Biophotonics Laboratory, Immunology Frontier Research Center IFReC, Osaka University, Suita, Osaka, Japan.
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23
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Abstract
In this review, we introduce the principles of spatial resolution improvement in super-resolution microscopies that were recently developed. These super-resolution techniques utilize the interaction of light and fluorescent probes in order to break the diffraction barrier that limits spatial resolution. The imaging property of each super-resolution technique is also compared with the corresponding conventional one. Typical applications of the super-resolution techniques in biological research are also introduced.
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Affiliation(s)
- Masahito Yamanaka
- Department of Applied Physics Immunology Frontier Research Center, Osaka University, Suita, Osaka, Japan
| | - Nicholas I Smith
- Department of Applied Physics Immunology Frontier Research Center, Osaka University, Suita, Osaka, Japan
| | - Katsumasa Fujita
- Department of Applied Physics Immunology Frontier Research Center, Osaka University, Suita, Osaka, Japan
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24
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Yamanaka M, Saito K, Smith NI, Kawata S, Nagai T, Fujita K. Saturated excitation of fluorescent proteins for subdiffraction-limited imaging of living cells in three dimensions. Interface Focus 2014; 3:20130007. [PMID: 24511385 DOI: 10.1098/rsfs.2013.0007] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
We report, for the first time, the saturated excitation (SAX) of fluorescent proteins for subdiffraction-limited imaging of living cells in three-dimensions. To achieve saturation, a bright yellow and green fluorescent protein (Venus and EGFP) that exhibits a strong nonlinear fluorescence response to the high excitation intensity at the laser focus is used. Harmonic demodulation of the fluorescence signal produced by a modulated excitation light extracts the nonlinear fluorescence signals. After constructing the image from the nonlinear components, we obtain fluorescence images of living cells with spatial resolution beyond the diffraction limit. We also applied linear deconvolution to SAX microscopy and found it effective in further enhancing the contrast of small intracellular structures in the SAX image, confirming the expansion of the optical transfer function in SAX microscopy.
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Affiliation(s)
- Masahito Yamanaka
- Department of Applied Physics , Osaka University , 2-1 Yamadaoka, Suita, Osaka 565-0871 , Japan
| | - Kenta Saito
- The Institute of Scientific and Industrial Research , Osaka University , 8-1 Mihogaoka, Ibaraki, Osaka 567-0047 , Japan
| | - Nicholas I Smith
- Immunology Frontier Research Center , Osaka University , 3-1 Yamadaoka, Suita, Osaka 565-0871 , Japan
| | - Satoshi Kawata
- Department of Applied Physics , Osaka University , 2-1 Yamadaoka, Suita, Osaka 565-0871 , Japan
| | - Takeharu Nagai
- The Institute of Scientific and Industrial Research , Osaka University , 8-1 Mihogaoka, Ibaraki, Osaka 567-0047 , Japan
| | - Katsumasa Fujita
- Department of Applied Physics , Osaka University , 2-1 Yamadaoka, Suita, Osaka 565-0871 , Japan
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25
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Yonemaru Y, Yamanaka M, Smith NI, Kawata S, Fujita K. Saturated Excitation Microscopy with Optimized Excitation Modulation. Chemphyschem 2014; 15:743-9. [DOI: 10.1002/cphc.201300879] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2013] [Revised: 11/22/2013] [Indexed: 11/12/2022]
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26
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Yamanaka M, Yonemaru Y, Kawano S, Uegaki K, Smith NI, Kawata S, Fujita K. Saturated excitation microscopy for sub-diffraction-limited imaging of cell clusters. J Biomed Opt 2013; 18:126002. [PMID: 24296998 DOI: 10.1117/1.jbo.18.12.126002] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2013] [Accepted: 11/01/2013] [Indexed: 05/26/2023]
Abstract
Saturated excitation (SAX) microscopy offers high-depth discrimination predominantly due to nonlinearity in the fluorescence response induced by the SAX. Calculation of the optical transfer functions and the edge responses for SAX microscopy revealed the contrast improvement of high-spatial frequency components in the sample structure and the effective reduction of background signals from the out-of-focus planes. Experimental observations of the edge response and x-z cross-sectional images of stained HeLa cells agreed well with theoretical investigations. We applied SAX microscopy to the imaging of three-dimensional cultured cell clusters and confirmed the resolution improvement at a depth of 40 μm. This study shows the potential of SAX microscopy for super-resolution imaging of deep parts of biological specimens.
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Affiliation(s)
- Masahito Yamanaka
- Osaka University, Department of Applied Physics, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
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27
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Abstract
In this study Raman spectroscopy has been used to monitor the changes in erythrocytes and plasma during Plasmodium infection in mice, following malaria disease progression over the course of 7 days. The Raman spectra of both samples are dominated by the spectra of hemoglobin and hemozoin, due to their resonant enhancement. In plasma samples, due to the inherently low heme background, heme-based changes in the Raman spectra could be detected in the very early stages of infection, as little as one day after Plasmodium infection, where parasitemia levels were low, on the order of 0.2%, and typically difficult to detect by existing methods. Further principal component analysis also indicates concurrent erythrocyte membrane changes at around day 4, where parasitemia levels reached 3%. These results show that plasma analysis has significant potential for early, quantitative and automated detection of malaria, and to quantify heme levels in serum which modulate malarial effects on the immune system.
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Affiliation(s)
- Alison J Hobro
- Biophotonics Laboratory, Immunology Frontier Research Center (IFReC), Osaka University, 3-1 Yamada-oka, Suita, Osaka 565-0871, Japan
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28
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Hobro AJ, Standley DM, Ahmad S, Smith NI. Deconstructing RNA: optical measurement of composition and structure. Phys Chem Chem Phys 2013; 15:13199-208. [DOI: 10.1039/c3cp52406j] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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29
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Ando J, Fujita K, Smith NI, Kawata S. Dynamic SERS imaging of cellular transport pathways with endocytosed gold nanoparticles. Nano Lett 2011; 11:5344-5348. [PMID: 22059676 DOI: 10.1021/nl202877r] [Citation(s) in RCA: 114] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Dynamic SERS imaging inside a living cell is demonstrated with the use of a gold nanoparticle, which travels through the intracellular space to probe local molecular information over time. Simultaneous tracking of particle motion and SERS spectroscopy allows us to detect intracellular molecules at 65 nm spatial resolution and 50 ms temporal resolution, providing molecular maps of organelle transport and lisosomal accumulation. Multiplex spectral and trajectory imaging will enable imaging of specific dynamic biological functions such as membrane protein diffusion, nuclear entry, and rearrangement of cellular cytoskeleton.
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Affiliation(s)
- Jun Ando
- Department of Applied Physics and Immunology Frontier Research Center, Osaka University, Suita, Osaka 565-0871, Japan
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30
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Yamanaka M, Tzeng YK, Kawano S, Smith NI, Kawata S, Chang HC, Fujita K. SAX microscopy with fluorescent nanodiamond probes for high-resolution fluorescence imaging. Biomed Opt Express 2011; 2:1946-54. [PMID: 21750771 PMCID: PMC3130580 DOI: 10.1364/boe.2.001946] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/21/2011] [Revised: 05/27/2011] [Accepted: 06/10/2011] [Indexed: 05/10/2023]
Abstract
We report the use of fluorescent nanodiamonds (FNDs) as a photostable fluorescent probe for high resolution saturated excitation (SAX) microscopy. We confirmed that FNDs show a nonlinear fluorescence response under saturated excitation conditions generated by intense excitation light. Using FNDs, we quantified the spatial resolution improvement inherent in SAX microscopy, and experimentally demonstrated the scalability of the spatial resolution of SAX microscopy. The photostability of the FNDs allowed us to perform nanoparticle imaging of a multicolor-stained macrophage cell with a spatial resolution beyond the diffraction limit.
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Affiliation(s)
- Masahito Yamanaka
- Department of Frontier Biosciences, Osaka University, 1-3 Yamadaoka, Suita, Osaka, 565-871, Japan
| | - Yan-Kai Tzeng
- Institute of Atomic and Molecular Sciences, Academia Sinica, No. 1, Roosevelt Rd., Sec. 4, Taipei, 10617, Taiwan
| | - Shogo Kawano
- Department of Frontier Biosciences, Osaka University, 1-3 Yamadaoka, Suita, Osaka, 565-871, Japan
| | - Nicholas I. Smith
- Immunology Frontier Research Center, Osaka University, 2-1 Yamadaoka, Suita, Osaka, 565-871, Japan
| | - Satoshi Kawata
- Department of Applied Physics, Osaka University, 2-1 Yamadaoka, Suita, Osaka, 565-871, Japan
- RIKEN, 2-1, Hirosawa, Wako, Saitama 351-0198 Japan
| | - Huan-Cheng Chang
- Institute of Atomic and Molecular Sciences, Academia Sinica, No. 1, Roosevelt Rd., Sec. 4, Taipei, 10617, Taiwan
| | - Katsumasa Fujita
- Department of Applied Physics, Osaka University, 2-1 Yamadaoka, Suita, Osaka, 565-871, Japan
- Japan Science and Technology Agency, Kawaguchi Center Building 4-1-8, Honcho, Kawaguchi-shi, Saitama 332-0012 Japan
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31
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Abstract
Biological applications where nanoparticles are used in a cell environment with laser irradiation are rapidly emerging. Investigation of the localized heating effect due to the laser irradiation on the particle is required to preclude unintended thermal effects. While bulk temperature rise can be determined using macroscale measurement methods, observation of the actual temperature within the nanoscale domain around the particle is difficult and here we propose a method to measure the local temperature around a single gold nanoparticle in liquid, using white light scattering spectroscopy. Using 40-nm-diameter gold nanoparticles coated with thermo-responsive polymer, we monitored the localized heating effect through the plasmon peak shift. The shift occurs due to the temperature-dependent refractive index change in surrounding polymer medium. The results indicate that the particle experiences a temperature rise of around 10 degrees Celsius when irradiated with tightly focused irradiation of ~1 mW at 532 nm.
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Affiliation(s)
- Mitsuhiro Honda
- Department of Applied Physics, Osaka University, Osaka, Japan
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32
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Milewski RJ, Kumagai Y, Fujita K, Standley DM, Smith NI. Automated processing of label-free Raman microscope images of macrophage cells with standardized regression for high-throughput analysis. Immunome Res 2010; 6:11. [PMID: 21092116 PMCID: PMC2995782 DOI: 10.1186/1745-7580-6-11] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2010] [Accepted: 11/19/2010] [Indexed: 11/12/2022] Open
Abstract
Background Macrophages represent the front lines of our immune system; they recognize and engulf pathogens or foreign particles thus initiating the immune response. Imaging macrophages presents unique challenges, as most optical techniques require labeling or staining of the cellular compartments in order to resolve organelles, and such stains or labels have the potential to perturb the cell, particularly in cases where incomplete information exists regarding the precise cellular reaction under observation. Label-free imaging techniques such as Raman microscopy are thus valuable tools for studying the transformations that occur in immune cells upon activation, both on the molecular and organelle levels. Due to extremely low signal levels, however, Raman microscopy requires sophisticated image processing techniques for noise reduction and signal extraction. To date, efficient, automated algorithms for resolving sub-cellular features in noisy, multi-dimensional image sets have not been explored extensively. Results We show that hybrid z-score normalization and standard regression (Z-LSR) can highlight the spectral differences within the cell and provide image contrast dependent on spectral content. In contrast to typical Raman imaging processing methods using multivariate analysis, such as single value decomposition (SVD), our implementation of the Z-LSR method can operate nearly in real-time. In spite of its computational simplicity, Z-LSR can automatically remove background and bias in the signal, improve the resolution of spatially distributed spectral differences and enable sub-cellular features to be resolved in Raman microscopy images of mouse macrophage cells. Significantly, the Z-LSR processed images automatically exhibited subcellular architectures whereas SVD, in general, requires human assistance in selecting the components of interest. Conclusions The computational efficiency of Z-LSR enables automated resolution of sub-cellular features in large Raman microscopy data sets without compromise in image quality or information loss in associated spectra. These results motivate further use of label free microscopy techniques in real-time imaging of live immune cells.
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Affiliation(s)
- Robert J Milewski
- Laboratory of Systems Immunology, WPI Immunology Frontier Research Center (IFReC), Osaka University, 3-1 Yamadaoka, Suita, Osaka 565-0871, Japan.
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33
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Fujita K, Ishitobi S, Hamada K, Smith NI, Taguchi A, Inouye Y, Kawata S. Time-resolved observation of surface-enhanced Raman scattering from gold nanoparticles during transport through a living cell. J Biomed Opt 2009; 14:024038. [PMID: 19405766 DOI: 10.1117/1.3119242] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
We perform time-resolved observation of living cells with gold nanoparticles using surface-enhanced Raman scattering (SERS). The position and SERS spectra of 50-nm gold nanoparticles are simultaneously observed by slit-scanning Raman microscopy with high spatial and temporal resolution. From the SERS observation, we confirm the attachment of the particles on the cell surface and the entry into the cell with the subsequent generation of SERS signals from nearby molecules. We also confirm that the strong dependence of SERS spectra on the position of the particle during the transportation of the particle through the cell. The obtained SERS spectra and its temporal fluctuation indicate that the molecular signals observable by this technique are given only from within a limited volume in close proximity to the nanoparticles. This confirms the high spatial selectivity and resolution of SERS imaging for observation of biomolecules involved in cellular events in situ.
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Affiliation(s)
- Katsumasa Fujita
- Osaka University, Department of Applied Physics, 2-1 Yamadaoka, Suita, Osaka 565-0871 Japan.
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34
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Ando J, Smith NI, Fujita K, Kawata S. Photogeneration of membrane potential hyperpolarization and depolarization in non-excitable cells. Eur Biophys J 2009; 38:255-62. [PMID: 19137284 DOI: 10.1007/s00249-008-0397-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2008] [Revised: 12/02/2008] [Accepted: 12/14/2008] [Indexed: 11/25/2022]
Abstract
We monitored femtosecond laser induced membrane potential changes in non-excitable cells using patchclamp analysis. Membrane potential hyperpolarization of HeLa cells was evoked by 780 nm, 80 fs laser pulses focused in the cellular cytoplasm at average powers of 30-60 mW. Simultaneous detection of intracellular Ca2+ concentration and membrane potential revealed coincident photogeneration of Ca2+ waves and membrane potential hyperpolarization. By using non-excitable cells, the cell dynamics are slow enough that we can calculate the membrane potential using the steady-state approximation for ion gradients and permeabilities, as formulated in the GHK equations. The calculations predict hyperpolarization that matches the experimental measurements and indicates that the cellular response to laser irradiation is biological, and occurs via laser triggered Ca2+ which acts on Ca2+ activated K+ channels, causing hyperpolarization. Furthermore, by irradiating the cellular plasma membrane, we observed membrane potential depolarization in combination with a drop in membrane resistance that was consistent with a transient laser-induced membrane perforation. These results entail the first quantitative analysis of location-dependent laser-induced membrane potential modification and will help to clarify cellular biological responses under exposure to high intensity ultrashort laser pulses.
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Affiliation(s)
- Jun Ando
- Department of Applied Physics, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan.
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35
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Abstract
To understand the onset and morphology of femtosecond laser submicron ablation in cells and to study physical evidence of intracellular laser irradiation, we used transmission electron microscopy (TEM). The use of partial fixation before laser irradiation provides for clear images of sub-micron intracellular laser ablation, and we observed clear evidence of bubble-type physical changes induced by femtosecond laser irradiation at pulse energies as low as 0.48 nJ in the nucleus and cytoplasm. By taking ultrathin sliced sections, we reconstructed the laser affected subcellular region, and found it to be comparable to the point spread function of the laser irradiation. Laser-induced bubbles were observed to be confined by the surrounding intracellular structure, and bubbles were only observed with the use of partial pre-fixation. Without partial pre-fixation, laser irradiation of the nucleus was found to produce observable aggregation of nanoscale electron dense material, while irradiation of cytosolic regions produced swollen mitochondria but residual local physical effects were not observed. This was attributed to the rapid collapse of bubbles and/or the diffusion of any observable physical effects from the irradiation site following the laser exposure.
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Affiliation(s)
- H Niioka
- Department of Frontier Biosciences, Graduate School of Frontier Biosciences, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
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36
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Yamanaka M, Kawano S, Fujita K, Smith NI, Kawata S. Beyond the diffraction-limit biological imaging by saturated excitation microscopy. J Biomed Opt 2008; 13:050507. [PMID: 19021372 DOI: 10.1117/1.2992595] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
We demonstrate high-resolution fluorescence imaging in biological samples by saturated excitation (SAX) microscopy. In this technique, we saturate the population of fluorescence molecules at the excited state with high excitation intensity to induce strong nonlinear fluorescence responses in the center of laser focus, which contributes the improvement of the spatial resolution in three dimensions. Using SAX microscopy, we observed stained microtubules in HeLa cells with improved spatial resolution. We also measured the relation of the fluorescence and excitation intensity with several kinds of fluorescence dyes and, in the results, confirmed that SAX microscopy has the potential to observe any kind of fluorescence samples in current usage.
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Affiliation(s)
- Masahito Yamanaka
- Osaka University, Department of Frontier Biosciences, 2-1 Yamadaoka, Suita, Osaka 565-871, Japan
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37
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Abstract
The intracellular effects of focused near-infrared femtosecond laser irradiation are shown to cause contraction in cultured neonatal rat cardiomyocytes. By periodic exposure to femtosecond laser pulse-trains, periodic contraction cycles in cardiomyocytes could be triggered, depleted, and synchronized with the laser periodicity. This was observed in isolated cells, and in small groups of cardiomyocytes with the laser acting as pacemaker for the entire group. A window for this effect was found to occur between 15 and 30 mW average power for an 80 fs, 82 MHz pulse train of 780 nm, using 8 ms exposures applied periodically at 1 to 2 Hz. At power levels below this power window, laser-induced cardiomyocyte contraction was not observed, while above this power window, cells typically responded by a high calcium elevation and contracted without subsequent relaxation. This laser-cell interaction allows the laser irradiation to act as a pacemaker, and can be used to trigger contraction in dormant cells as well as synchronize or destabilize contraction in spontaneously contracting cardiomyocytes. By increasing laser power above the window available for laser-cell synchronization, we also demonstrate the use of cardiomyocytes as optically-triggered actuators. To our knowledge, this is the first demonstration of remote optical control of cardiomyocytes without requiring exogenous photosensitive compounds.
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Affiliation(s)
- N I Smith
- Department of Frontier Biosciences, Graduate School of Frontier Biosciences Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan.
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38
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Iwanaga S, Smith NI, Fujita K, Kawata S. Slow Ca(2+) wave stimulation using low repetition rate femtosecond pulsed irradiation. Opt Express 2006; 14:717-725. [PMID: 19503390 DOI: 10.1364/opex.14.000717] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
We demonstrated stimulation of Ca(2+) in living cells by near-infrared laser pulses operated at sub-MHz repetition rates. HeLa cells were exposed to focused 780 nm femtosecond pulses, generated by a titanium-sapphire laser and adjusted by an electro-optical modulator. We found that the laser-induced Ca(2+) waves could be generated over three orders of magnitude in repetition rates, with required laser pulse energy varying by less than one order of magnitude. Ca(2+) wave speed and gradients were reduced with repetition rate, which allows the technique to be used to modulate the strength and speed of laser-induced effects. By lowering the repetition rate, we found that the laser-induced Ca(2+) release is partially mediated by reactive oxygen species (ROS). Inhibition of ROS was successful only at low repetition rates, with the implication that ROS scavengers may in general be depleted in experiments using high repetition rate laser irradiation.
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39
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Abstract
We propose an extension to Nomarski differential interference contrast microscopy that enables isotropic linear phase imaging. The method combines phase shifting, two directions of shear and Fourier-space integration using a modified spiral phase transform. We simulated the method using a phantom object with spatially varying amplitude and phase. Simulated results show good agreement between the final phase image and the object phase, and demonstrate resistance to imaging noise.
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Affiliation(s)
- M R Arnison
- Physical Optics Laboratory, School of Physics, University of Sydney, NSW 2006, Australia.
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40
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Hughes A, Smith NI, Wallace HM. Polyamines reverse non-steroidal anti-inflammatory drug-induced toxicity in human colorectal cancer cells. Biochem J 2003; 374:481-8. [PMID: 12793857 PMCID: PMC1223611 DOI: 10.1042/bj20030280] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2003] [Revised: 06/05/2003] [Accepted: 06/06/2003] [Indexed: 12/19/2022]
Abstract
Naproxen, sulindac and salicylate, three NSAIDs (non-steroidal anti-inflammatory drugs), were cytotoxic to human colorectal cancer cells in culture. Toxicity was accompanied by significant depletion of intracellular polyamine content. Inhibition of ornithine decarboxylase (the first enzyme of the polyamine biosynthetic pathway), induction of polyamine oxidase and spermidine/spermine N(1)-acetyltransferase (the enzymes responsible for polyamine catabolism) and induction of polyamine export all contributed to the decreased intracellular polyamine content. Morphological examination of the cells showed typical signs of apoptosis, and this was confirmed by DNA fragmentation and measurement of caspase-3-like activity. Re-addition of spermidine to the cells partially prevented apoptosis and recovered the cell number. Thus polyamines appear to be an integral part of the signalling pathway mediating NSAID toxicity in human colorectal cancer cells, and may therefore also be important in cancer chemoprevention in humans.
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Affiliation(s)
- Alun Hughes
- Department of Medicine, University of Aberdeen, Polwarth Building, Foresterhill, Aberdeen AB25 2ZD, Scotland, UK
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41
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Arnison MR, Cogswell CJ, Smith NI, Fekete PW, Larkin KG. Using the Hilbert transform for 3D visualization of differential interference contrast microscope images. J Microsc 2000; 199:79-84. [PMID: 10886531 DOI: 10.1046/j.1365-2818.2000.00706.x] [Citation(s) in RCA: 70] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Differential interference contrast (DIC) is frequently used in conventional 2D biological microscopy. Our recent investigations into producing a 3D DIC microscope (in both conventional and confocal modes) have uncovered a fundamental difficulty: namely that the phase gradient images of DIC microscopy cannot be visualized using standard digital image processing and reconstruction techniques, as commonly used elsewhere in microscopy. We discuss two approaches to the problem of preparing gradient images for 3D visualization: integration and the Hilbert transform. After applying the Hilbert transform, the dataset can then be visualized in 3D using standard techniques. We find that the Hilbert transform provides a rapid qualitative pre-processing technique for 3D visualization for a wide range of biological specimens in DIC microscopy, including chromosomes, which we use in this study.
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Affiliation(s)
- M R Arnison
- Department of Physical Optics, School of Physics, University of Sydney, NSW, 2006, Australia.
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