1
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Masucci EM, Relich PK, Ostap EM, Holzbaur ELF, Lakadamyali M. Cega: a single particle segmentation algorithm to identify moving particles in a noisy system. Mol Biol Cell 2021; 32:931-941. [PMID: 33788586 PMCID: PMC8108521 DOI: 10.1091/mbc.e20-11-0744] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
Improvements to particle tracking algorithms are required to effectively analyze the motility of biological molecules in complex or noisy systems. A typical single particle tracking (SPT) algorithm detects particle coordinates for trajectory assembly. However, particle detection filters fail for data sets with low signal-to-noise levels. When tracking molecular motors in complex systems, standard techniques often fail to separate the fluorescent signatures of moving particles from background signal. We developed an approach to analyze the motility of kinesin motor proteins moving along the microtubule cytoskeleton of extracted neurons using the Kullback-Leibler divergence to identify regions where there are significant differences between models of moving particles and background signal. We tested our software on both simulated and experimental data and found a noticeable improvement in SPT capability and a higher identification rate of motors as compared with current methods. This algorithm, called Cega, for “find the object,” produces data amenable to conventional blob detection techniques that can then be used to obtain coordinates for downstream SPT processing. We anticipate that this algorithm will be useful for those interested in tracking moving particles in complex in vitro or in vivo environments.
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Affiliation(s)
- Erin M Masucci
- Biochemistry and Molecular Biophysics Graduate Group, University of Pennsylvania, Philadelphia, PA, 19104.,Department of Physiology, University of Pennsylvania, Philadelphia, PA, 19104.,The Pennsylvania Muscle Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104
| | - Peter K Relich
- Department of Physiology, University of Pennsylvania, Philadelphia, PA, 19104.,The Pennsylvania Muscle Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104
| | - E Michael Ostap
- Biochemistry and Molecular Biophysics Graduate Group, University of Pennsylvania, Philadelphia, PA, 19104.,Department of Physiology, University of Pennsylvania, Philadelphia, PA, 19104.,The Pennsylvania Muscle Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104
| | - Erika L F Holzbaur
- Biochemistry and Molecular Biophysics Graduate Group, University of Pennsylvania, Philadelphia, PA, 19104.,Department of Physiology, University of Pennsylvania, Philadelphia, PA, 19104.,The Pennsylvania Muscle Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104
| | - Melike Lakadamyali
- Biochemistry and Molecular Biophysics Graduate Group, University of Pennsylvania, Philadelphia, PA, 19104.,Department of Physiology, University of Pennsylvania, Philadelphia, PA, 19104.,The Pennsylvania Muscle Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104
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2
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Pirovano G, Roberts S, Kossatz S, Reiner T. Optical Imaging Modalities: Principles and Applications in Preclinical Research and Clinical Settings. J Nucl Med 2020; 61:1419-1427. [PMID: 32764124 DOI: 10.2967/jnumed.119.238279] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Accepted: 06/30/2020] [Indexed: 12/25/2022] Open
Abstract
With the ability to noninvasively image and monitor molecular processes within tumors, molecular imaging represents a fundamental tool for cancer scientists. In the current review, we describe emergent optical technologies for molecular imaging. We aim to provide the reader with an overview of the fundamental principles on which each imaging strategy is based, to introduce established and future applications, and to provide a rationale for selecting optical technologies for molecular imaging depending on disease location, biology, and anatomy. To accelerate clinical translation of imaging techniques, we also describe examples of practical applications in patients. Elevating these techniques into standard-of-care tools will transform patient stratification, disease monitoring, and response evaluation.
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Affiliation(s)
- Giacomo Pirovano
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Sheryl Roberts
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Susanne Kossatz
- Department of Nuclear Medicine, University Hospital Klinikum Rechts der Isar, Technical University Munich, Munich, Germany.,Central Institute for Translational Cancer Research, Technical University of Munich, Munich, Germany.,Department of Chemistry, Technical University of Munich, Munich, Germany
| | - Thomas Reiner
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York .,Department of Radiology, Weill Cornell Medical College, New York, New York; and.,Chemical Biology Program, Memorial Sloan Kettering Cancer Center, New York, New York
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3
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Cao B, Shetty R, Smith D, Kelbauskas L, Meldrum DR. Integrating fluorescence computed tomography with optical sheet illumination for imaging of live single cells. OPTICS EXPRESS 2018; 26:24020-24030. [PMID: 30184895 DOI: 10.1364/oe.26.024020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Accepted: 08/12/2018] [Indexed: 05/24/2023]
Abstract
We present a new approach for three-dimensional (3D) live single-cell imaging with isotropic sub-micron spatial resolution using fluorescence computed tomography (fCT). A thin, highly inclined and laminated optical (HILO) sheet of light is used for fluorescence excitation in live single cells that are rotated around an axis perpendicular to the optical axis. During a full rotation, 400-500 two-dimensional (2D) projection images of the cell are acquired from multiple viewing perspectives by rapidly scanning the HILO light sheet along the optical axis. We report technical characteristics of the HILO approach and the results of a quantitative comparison with conventional epi fCT, demonstrating that HILO fCT offers significantly (about 17 times) reduced photobleaching and a two-fold improvement in 3D imaging contrast. We discuss potential application areas of the method for cell structure studies in live single cells with isotropic 3D spatial resolution.
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4
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Fernández-Luna V, Coto PB, Costa RD. When Fluorescent Proteins Meet White Light-Emitting Diodes. Angew Chem Int Ed Engl 2018; 57:8826-8836. [DOI: 10.1002/anie.201711433] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Indexed: 12/15/2022]
Affiliation(s)
| | - Pedro B. Coto
- Institut für Theoretische Physik; Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU); Staudtstr. 7/ B2 91058 Erlangen Germany
- Current address: Department of Physical and Analytical Chemistry; Universidad de Oviedo; Avda. Julián Clavería 8 33006 Oviedo Spain) Department of Physical and Analytical Chemistry
| | - Rubén D. Costa
- IMDEA Materials Institute; C/ Eric Kandel, 2, Tecnogetafe 28906, Getafe Madrid Spain
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5
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Fernández-Luna V, Coto PB, Costa RD. Wenn fluoreszierende Proteine und Weißlicht emittierende Dioden aufeinandertreffen. Angew Chem Int Ed Engl 2018. [DOI: 10.1002/ange.201711433] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Affiliation(s)
| | - Pedro B. Coto
- Institut für Theoretische Physik; Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU); Staudtstraße 7/ B2 91058 Erlangen Deutschland
- Aktuelle Adresse: Department of Physical and Analytical Chemistry; Universidad de Oviedo; Avda. Julián Clavería 8 33006 Oviedo Spanien
| | - Rubén D. Costa
- IMDEA Materials Institute; C/ Eric Kandel, 2, Tecnogetafe 28906, Getafe Madrid Spanien
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6
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7
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Davis CM, Gruebele M. Labeling for Quantitative Comparison of Imaging Measurements in Vitro and in Cells. Biochemistry 2018; 57:1929-1938. [PMID: 29546761 DOI: 10.1021/acs.biochem.8b00141] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Qualitative imaging of biomolecular localization and distribution inside cells has revolutionized cell biology. Most of these powerful techniques require modifications to the target biomolecule. Over the past 10 years, these techniques have been extended to quantitative measurements, from in-cell protein folding rates to complex dissociation constants to RNA lifetimes. Such measurements can be affected even when a target molecule is just mildly perturbed by its labels. Here, the impact of labeling on protein (and RNA) structure, stability, and function in cells is discussed via practical examples from the recent literature. General guidelines for selecting and validating modification sites are provided to bring the best from cell biology and imaging to quantitative biophysical experiments inside cells.
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8
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Gozem S, Luk HL, Schapiro I, Olivucci M. Theory and Simulation of the Ultrafast Double-Bond Isomerization of Biological Chromophores. Chem Rev 2017; 117:13502-13565. [DOI: 10.1021/acs.chemrev.7b00177] [Citation(s) in RCA: 175] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Affiliation(s)
- Samer Gozem
- Department
of Chemistry, Georgia State University, Atlanta, Georgia 30302, United States
| | - Hoi Ling Luk
- Chemistry
Department, Bowling Green State University, Overman Hall, Bowling Green, Ohio 43403, United States
| | - Igor Schapiro
- Fritz
Haber Center for Molecular Dynamics, Institute of Chemistry, The Hebrew University of Jerusalem, Jerusalem 91904, Israel
| | - Massimo Olivucci
- Chemistry
Department, Bowling Green State University, Overman Hall, Bowling Green, Ohio 43403, United States
- Dipartimento
di Biotecnologie, Chimica e Farmacia, Università di Siena, via A. Moro
2, 53100 Siena, Italy
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9
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Stone MB, Shelby SA, Veatch SL. Super-Resolution Microscopy: Shedding Light on the Cellular Plasma Membrane. Chem Rev 2017; 117:7457-7477. [PMID: 28211677 PMCID: PMC5471115 DOI: 10.1021/acs.chemrev.6b00716] [Citation(s) in RCA: 104] [Impact Index Per Article: 14.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Lipids and the membranes they form are fundamental building blocks of cellular life, and their geometry and chemical properties distinguish membranes from other cellular environments. Collective processes occurring within membranes strongly impact cellular behavior and biochemistry, and understanding these processes presents unique challenges due to the often complex and myriad interactions between membrane components. Super-resolution microscopy offers a significant gain in resolution over traditional optical microscopy, enabling the localization of individual molecules even in densely labeled samples and in cellular and tissue environments. These microscopy techniques have been used to examine the organization and dynamics of plasma membrane components, providing insight into the fundamental interactions that determine membrane functions. Here, we broadly introduce the structure and organization of the mammalian plasma membrane and review recent applications of super-resolution microscopy to the study of membranes. We then highlight some inherent challenges faced when using super-resolution microscopy to study membranes, and we discuss recent technical advancements that promise further improvements to super-resolution microscopy and its application to the plasma membrane.
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Affiliation(s)
- Matthew B Stone
- Biophysics, University of Michigan, Chemistry 930 N University Ave, Ann Arbor 48109
| | - Sarah A Shelby
- Biophysics, University of Michigan, Chemistry 930 N University Ave, Ann Arbor 48109
| | - Sarah L Veatch
- Biophysics, University of Michigan, Chemistry 930 N University Ave, Ann Arbor 48109
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10
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Fili N, Toseland CP. Fluorescence and labelling: how to choose and what to do. ACTA ACUST UNITED AC 2014; 105:1-24. [PMID: 25095988 DOI: 10.1007/978-3-0348-0856-9_1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
This chapter provides an overview of fluorescent labelling of different reactants related to the biochemistry of motor proteins. The fluorescent properties of different labels and the advantages and disadvantages of the labelling methods are discussed. This will allow for a careful selection of fluorescent proteins for different applications relating to motor proteins.
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Affiliation(s)
- Natalia Fili
- Department of Cellular Physiology, Ludwig-Maximilians-Universität München, Schillerstrasse. 44, 80336, Munich, Germany,
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11
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García-Parajó MF, Veerman JA, Bouwhuis R, Vallée R, van Hulst NF. Optical probing of single fluorescent molecules and proteins. Chemphyschem 2014; 2:347-60. [PMID: 23686956 DOI: 10.1002/1439-7641(20010618)2:6<347::aid-cphc347>3.0.co;2-7] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2000] [Indexed: 11/07/2022]
Abstract
Single-molecule detection and analysis of organic fluorescent molecules and proteins are presented, with emphasis on the underlying principles, methodology and the application of single-molecule analysis at room temperature. This Minireview is mainly focused on the application of confocal and near-field optical microscopy to investigate the photodynamics of individual molecules embedded in ultrathin polymer layers. We discuss rotational mobility of individual probe molecules in polystyrene and poly(methylmethacrylate) thin films, fluorescence lifetime trajectories and their spatial distribution, and real-time singlet-triplet dynamics. As a whole, the single-molecule photodynamics observed is due to the dynamic nature of both polymers at room temperature, where local polymer conformational dynamics modulates the oxygen concentration and diffusion on a molecular scale, influencing the fluorescence lifetime and intersystem crossing parameters. We also discuss the photodynamics of individual autofluorescent proteins, in particular the on/off blinking and the apparent stability of the protein against bleaching. These studies illustrate the unique information obtainable with the single-molecule approach, information that is otherwise hidden in ensemble-averaged measurements.
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Affiliation(s)
- M F García-Parajó
- Faculty of Applied Physics & MESA+ Research Institute, University of Twente, Enschede, The Netherlands.
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12
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Single-molecule and single-particle imaging of molecular motors in vitro and in vivo. EXPERIENTIA SUPPLEMENTUM (2012) 2014; 105:131-59. [PMID: 25095994 DOI: 10.1007/978-3-0348-0856-9_7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Motor proteins are multi-potent molecular machines, whose localisation, function and regulation are achieved through tightly controlled processes involving conformational changes and interactions with their tracks, cargos and binding partners. Understanding how these complex machines work requires dissection of these processes both in space and time. Complementing the traditional ensemble measurements, single-molecule assays enable the detection of rare or short-lived intermediates and molecular heterogeneities, and the measurements of subpopulation dynamics. This chapter is focusing on the fluorescence imaging of single motors and their cargo. It discusses what is required in order to achieve single-molecule imaging with high temporal and spatial resolution and how these requirements are met both in vitro and in vivo. It also presents a general overview and applied examples of the major single-molecule imaging techniques and experimental assays which have been used to study motor proteins.
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13
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Cohen EAK, Ober RJ. Analysis of Point Based Image Registration Errors With Applications in Single Molecule Microscopy. IEEE TRANSACTIONS ON SIGNAL PROCESSING : A PUBLICATION OF THE IEEE SIGNAL PROCESSING SOCIETY 2013; 61:6291-6306. [PMID: 24634573 PMCID: PMC3951128 DOI: 10.1109/tsp.2013.2284154] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
We present an asymptotic treatment of errors involved in point-based image registration where control point (CP) localization is subject to heteroscedastic noise; a suitable model for image registration in fluorescence microscopy. Assuming an affine transform, CPs are used to solve a multivariate regression problem. With measurement errors existing for both sets of CPs this is an errors-in-variable problem and linear least squares is inappropriate; the correct method being generalized least squares. To allow for point dependent errors the equivalence of a generalized maximum likelihood and heteroscedastic generalized least squares model is achieved allowing previously published asymptotic results to be extended to image registration. For a particularly useful model of heteroscedastic noise where covariance matrices are scalar multiples of a known matrix (including the case where covariance matrices are multiples of the identity) we provide closed form solutions to estimators and derive their distribution. We consider the target registration error (TRE) and define a new measure called the localization registration error (LRE) believed to be useful, especially in microscopy registration experiments. Assuming Gaussianity of the CP localization errors, it is shown that the asymptotic distribution for the TRE and LRE are themselves Gaussian and the parameterized distributions are derived. Results are successfully applied to registration in single molecule microscopy to derive the key dependence of the TRE and LRE variance on the number of CPs and their associated photon counts. Simulations show asymptotic results are robust for low CP numbers and non-Gaussianity. The method presented here is shown to outperform GLS on real imaging data.
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Affiliation(s)
- E. A. K. Cohen
- Eric Jonsson School of Electrical Engineering and Computer Science, University of Texas at Dallas, Richardson, TX 75083 USA. He is also with the Department of Mathematics, Imperial College London, SW7 2AZ U.K
| | - R. J. Ober
- Eric Jonsson School of Electrical Engineering and Computer Science, University of Texas at Dallas, Richardson, TX 75083 USA
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14
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Cai D, Marques MAL, Nogueira F. Full Color Modulation of Firefly Luciferase through Engineering with Unified Stark Effect. J Phys Chem B 2013; 117:13725-30. [DOI: 10.1021/jp405665v] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Duanjun Cai
- Fujian
Key Laboratory of Semiconductor Materials and Applications, Department
of Physics, Xiamen University, Xiamen 361005, China
- CFC,
Departamento de Física, Universidade de Coimbra, 3004-516 Coimbra, Portugal
| | - Miguel A. L. Marques
- CFC,
Departamento de Física, Universidade de Coimbra, 3004-516 Coimbra, Portugal
- Université de Lyon, F-69000 Lyon, France and LPMCN, CNRS, UMR 5586, Université Lyon 1, F-69622 Villeurbanne, France
| | - Fernando Nogueira
- CFC,
Departamento de Física, Universidade de Coimbra, 3004-516 Coimbra, Portugal
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15
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Toseland CP. Fluorescent labeling and modification of proteins. J Chem Biol 2013; 6:85-95. [PMID: 24432126 PMCID: PMC3691395 DOI: 10.1007/s12154-013-0094-5] [Citation(s) in RCA: 197] [Impact Index Per Article: 17.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2013] [Accepted: 04/01/2013] [Indexed: 10/27/2022] Open
Abstract
This review provides an outline for fluorescent labeling of proteins. Fluorescent assays are very diverse providing the most sensitive and robust methods for observing biological processes. Here, different types of labels and methods of attachment are discussed in combination with their fluorescent properties. The advantages and disadvantages of these different methods are highlighted, allowing the careful selection for different applications, ranging from ensemble spectroscopy assays through to single-molecule measurements.
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Affiliation(s)
- Christopher P. Toseland
- Institut für Zelluläre Physiologie and Center for NanoScience (CeNS), Physiologisches Institut, Ludwig Maximilians Universität, Munich, 80336 Germany
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16
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McGuire H, Aurousseau MRP, Bowie D, Blunck R. Automating single subunit counting of membrane proteins in mammalian cells. J Biol Chem 2012; 287:35912-21. [PMID: 22930752 PMCID: PMC3476259 DOI: 10.1074/jbc.m112.402057] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2012] [Revised: 08/21/2012] [Indexed: 11/06/2022] Open
Abstract
Elucidating subunit stoichiometry of neurotransmitter receptors is preferably carried out in a mammalian expression system where the rules of native protein assembly are strictly obeyed. Although successful in Xenopus oocytes, single subunit counting, manually counting photobleaching steps of GFP-tagged subunits, has been hindered in mammalian cells by high background fluorescence, poor control of expression, and low GFP maturation efficiency. Here, we present a fully automated single-molecule fluorescence counting method that separates tagged proteins on the plasma membrane from background fluorescence and contaminant proteins in the cytosol or the endoplasmic reticulum and determines the protein stoichiometry. Lower GFP maturation rates observed in cells cultured at 37 °C were partly offset using a monomeric version of superfolder GFP. We were able to correctly identify the stoichiometry of GluK2 and α1 glycine receptors. Our approach permits the elucidation of stoichiometry for a wide variety of plasma membrane proteins in mammalian cells with any commercially available TIRF microscope.
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Affiliation(s)
- Hugo McGuire
- From the Groupe d'Étude des Protéines Membranaires
- Departments of Physics and
| | - Mark R. P. Aurousseau
- From the Groupe d'Étude des Protéines Membranaires
- the Department of Pharmacology and Therapeutics, McGill University, Montréal, Quebec H3G 0B1, Canada
| | - Derek Bowie
- From the Groupe d'Étude des Protéines Membranaires
- the Department of Pharmacology and Therapeutics, McGill University, Montréal, Quebec H3G 0B1, Canada
| | - Rikard Blunck
- From the Groupe d'Étude des Protéines Membranaires
- Departments of Physics and
- Physiology, Université de Montréal, Montréal, Quebec H3C 3J7 and
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17
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Cohen EAK, Ober RJ. IMAGE REGISTRATION ERROR ANALYSIS WITH APPLICATIONS IN SINGLE MOLECULE MICROSCOPY. PROCEEDINGS. IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING 2012; 2012:996-999. [PMID: 26120377 DOI: 10.1109/isbi.2012.6235725] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
This paper is concerned with assessing localization errors emanating from the image registration of two monochromatic fluorescence microscopy images. Assuming an affine transform exists between images, registration in this setting typically involves using control points to solve a multivariate linear regression problem; however with measurement errors existing in both sets of variables the use of linear least squares is inappropriate. It is shown that image registration is an errors-in-variable problem and as such the correct method is to use generalized least squares. Traditionally this requires the measurement errors to be independent and identically distributed (iid); an assumption that is rarely satisfied in practical situations. An extension of the multivariate generalized least squares estimator that allows non-iid noise is applied. The distributional properties of the estimators are used to derive localization errors emanating from the image registration process in terms of photon counts and experimental parameters.
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Affiliation(s)
- E A K Cohen
- Eric Jonsson School of Electrical Engineering and Computer Science, University of Texas at Dallas, Richardson, TX 75083-0688 USA
| | - R J Ober
- Eric Jonsson School of Electrical Engineering and Computer Science, University of Texas at Dallas, Richardson, TX 75083-0688 USA
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18
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Liu YS, Ding SY, Himmel ME. Single-molecule tracking of carbohydrate-binding modules on cellulose using fluorescence microscopy. Methods Mol Biol 2012; 908:129-140. [PMID: 22843396 DOI: 10.1007/978-1-61779-956-3_13] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Single-molecule fluorescence detection is an invaluable technique for the study of molecular behavior in biological systems, both in vitro and in vivo. In this chapter, we focus on detailed protocols that utilize Total Internal Reflection Fluorescence Microscopy (TIRF-M) to visualize single molecules of carbohydrate-binding module (CBM) labeled with green fluorescent protein (GFP). The content describes step-by-step sample preparation and data acquisition, processing, and analysis. These methods can also be further used to study interactions between domains of cellulase molecules and between cellulases and cellulose.
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Affiliation(s)
- Yu-San Liu
- National Renewable Energy Laboratory, Biosciences Center, Golden, CO, USA.
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19
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Mi HW, Lee MC, Chiang YC, Chow LP, Lin CP. Single-Molecule Imaging of Bmp4 Dimerization on Human Periodontal Ligament Cells. J Dent Res 2011; 90:1318-24. [DOI: 10.1177/0022034511418340] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
We expressed bone morphogenetic protein 4 (BMP4) fused with enhanced green fluorescent protein (BMP4-EGFP) in the secretory pathways of producer cells. Fluorescent EGFP was acquired only after we interrupted the transport of BMP4-EGFP by culturing cells at a lower temperature (20°C), and the dynamics of BMP4-EGFP could be monitored by single-molecule microscopy. Western blotting analysis confirmed that exposure to low temperature helped the integrated formation of BMP4-EGFP fusion proteins. In this study, for the first time, we could image the fluorescently labeled BMP4 molecules localized on the plasma membrane of living hPDL cells. The one-step photobleaching with EGFP and the “blinking” behavior of quantum dots suggest that the fluorescent spots represent the events of single BMP4 molecules. Single-molecule tracking showed that the BMP receptors (BMPR) dimerize after BMP4 stimulation, or that a complex of one BMP4 molecule and a pre-formed BMPR dimer develops first, followed by the binding of the second BMP4 molecule. Furthermore, BMP4-EGFP enhanced the osteogenic differentiation of hPDL cells via signal transduction involving BMP receptors. This single-molecule imaging technique might be a valuable tool for the future development of BMP4 gene therapy and regenerative medicine mediated by hPDLs. Abbreviations: BMP4, bone morphogenetic protein 4; BMPR, BMP receptor; EGFP, enhanced green fluorescent protein; hPDL cells, human periodontal ligament cells; QDs, quantum dots; TIRFM, total internal reflection fluorescence microscopy; 293 cells, human embryonic kidney cells; oDM, osteogenic differentiation medium; HcoI, type I collagen; ALP, alkaline phosphatase; BSP, bone sialoprotein; GAPDH, glyceraldehyde-3-phosphate dehydrogenase.
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Affiliation(s)
- H.-W. Mi
- Graduate Institute of Clinical Dentistry, School of Dentistry, National Taiwan University and National Taiwan University Hospital, No.1, Changde St., Jhongjheng District, Taipei 100, Taiwan, ROC
| | - M.-C. Lee
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Y.-C. Chiang
- Graduate Institute of Clinical Dentistry, School of Dentistry, National Taiwan University and National Taiwan University Hospital, No.1, Changde St., Jhongjheng District, Taipei 100, Taiwan, ROC
| | - L.-P. Chow
- Graduate Institute of Biochemistry and Molecular Biology, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - C.-P. Lin
- Graduate Institute of Clinical Dentistry, School of Dentistry, National Taiwan University and National Taiwan University Hospital, No.1, Changde St., Jhongjheng District, Taipei 100, Taiwan, ROC
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20
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Korten T, Nitzsche B, Gell C, Ruhnow F, Leduc C, Diez S. Fluorescence imaging of single Kinesin motors on immobilized microtubules. Methods Mol Biol 2011; 783:121-137. [PMID: 21909886 DOI: 10.1007/978-1-61779-282-3_7] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Recent developments in optical microscopy and nanometer tracking have greatly improved our understanding of cytoskeletal motor proteins. Using fluorescence microscopy, dynamic interactions are now routinely observed in vitro on the level of single molecules mainly using a geometry, where fluorescently labeled motors move on surface-immobilized filaments. In this chapter, we review recent methods related to single-molecule kinesin motility assays. In particular, we aim to provide practical advice on: how to set up the assays, how to acquire high-precision data from fluorescently labeled kinesin motors and attached quantum dots, and how to analyze data by nanometer tracking.
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Affiliation(s)
- Till Korten
- Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany
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21
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Nenasheva TA, Mashanov GI, Peckham M, Molloy JE. Imaging individual myosin molecules within living cells. Methods Mol Biol 2011; 778:123-42. [PMID: 21809204 DOI: 10.1007/978-1-61779-261-8_9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
Myosins are mechano-enzymes that convert the chemical energy of ATP hydrolysis into mechanical work. They are involved in diverse biological functions including muscle contraction, cell migration, cell division, hearing, and vision. All myosins have an N-terminal globular domain, or "head" that binds actin, hydrolyses ATP, and produces force and movement. The C-terminal "tail" region is highly divergent amongst myosin types, and this part of the molecule is responsible for determining the cellular role of each myosin. Many myosins bind to cell membranes. Their membrane-binding domains vary, specifying which lipid each myosin binds to. To directly observe the movement and localisation of individual myosins within the living cell, we have developed methods to visualise single fluorescently labelled molecules, track them in space and time, and gather a sufficient number of individual observations so that we can draw statistically valid conclusions about their biochemical and biophysical behaviour. Specifically, we can use this approach to determine the affinity of the myosin for different binding partners, and the nature of the movements that the myosins undergo, whether they cluster into larger molecular complexes and so forth. Here, we describe methods to visualise individual myosins as they move around inside live mammalian cells, using myosin-10 and myosin-6 as examples for this type of approach.
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22
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Cai D, Marques MAL, Nogueira F. Accurate Color Tuning of Firefly Chromophore by Modulation of Local Polarization Electrostatic Fields. J Phys Chem B 2010; 115:329-32. [DOI: 10.1021/jp105213v] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Duanjun Cai
- CFC, Departamento de Física, Universidade de Coimbra, 3004-516 Coimbra, Portugal, Laboratoire de Physique de la Matière Condensée et Nanostructures, Université Lyon I, CNRS, UMR 5586, Domaine Scientifique de la Doua, F-69622 Villeurbanne Cedex, France, and European Theoretical Spectroscopy Facility (ETSF)
| | - Miguel A. L. Marques
- CFC, Departamento de Física, Universidade de Coimbra, 3004-516 Coimbra, Portugal, Laboratoire de Physique de la Matière Condensée et Nanostructures, Université Lyon I, CNRS, UMR 5586, Domaine Scientifique de la Doua, F-69622 Villeurbanne Cedex, France, and European Theoretical Spectroscopy Facility (ETSF)
| | - Fernando Nogueira
- CFC, Departamento de Física, Universidade de Coimbra, 3004-516 Coimbra, Portugal, Laboratoire de Physique de la Matière Condensée et Nanostructures, Université Lyon I, CNRS, UMR 5586, Domaine Scientifique de la Doua, F-69622 Villeurbanne Cedex, France, and European Theoretical Spectroscopy Facility (ETSF)
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23
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Bancaud A, Huet S, Rabut G, Ellenberg J. Fluorescence perturbation techniques to study mobility and molecular dynamics of proteins in live cells: FRAP, photoactivation, photoconversion, and FLIP. Cold Spring Harb Protoc 2010; 2010:pdb.top90. [PMID: 21123431 DOI: 10.1101/pdb.top90] [Citation(s) in RCA: 73] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
The technique of fluorescence recovery after photobleaching (FRAP) was introduced in the mid-1970s to study the diffusion of biomolecules in living cells. For several years, it was used mainly by a small number of biophysicists who had developed their own photobleaching systems. Since the mid-1990s, FRAP has gained increasing popularity because of the conjunction of two factors: First, photobleaching techniques are easily implemented on confocal laser-scanning microscopes (CLSMs), and so FRAP has become available to anyone who has access to such equipment. Second, the advent of green fluorescent protein (GFP) has allowed easy fluorescent tagging of proteins and their observation in living cells. Thanks both to the versatility of modern CLSMs, which allow control of laser intensity at any point of the image, and to the development of new fluorescent probes, additional photoperturbation techniques have emerged during the last few years. After the photoperturbation event, one observes and then analyzes how the fluorescence distribution relaxes toward the steady state. Because the photochemical perturbation of suitable fluorophores is essentially irreversible, changes of fluorescence intensity in the perturbed and unperturbed regions are due to the exchange of tagged molecules between those regions. This article first discusses the materials required for performing FRAP experiments on a CLSM and the software for data analysis. It then describes general considerations on how to perform FRAP experiments as well as the necessary controls. Finally, different possible ways to analyze the data are presented.
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24
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Lord SJ, Lee HLD, Moerner WE. Single-molecule spectroscopy and imaging of biomolecules in living cells. Anal Chem 2010; 82:2192-203. [PMID: 20163145 DOI: 10.1021/ac9024889] [Citation(s) in RCA: 126] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
The number of reports per year on single-molecule imaging experiments has grown roughly exponentially since the first successful efforts to optically detect a single molecule were completed over two decades ago. Single-molecule spectroscopy has developed into a field that includes a wealth of experiments at room temperature and inside living cells. The fast growth of single-molecule biophysics has resulted from its benefits in probing heterogeneous populations, one molecule at a time, as well as from advances in microscopes and detectors. This Perspective summarizes the field of live-cell imaging of single biomolecules.
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Affiliation(s)
- Samuel J Lord
- Department of Chemistry, Stanford University, Stanford, California 94305-5080, USA
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25
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Abstract
Macromolecules drive the complex behavior of neurons. For example, channels and transporters control the movements of ions across membranes, SNAREs direct the fusion of vesicles at the synapse, and motors move cargo throughout the cell. Understanding the structure, assembly, and conformational movements of these and other neuronal proteins is essential to understanding the brain. Developments in fluorescence have allowed the architecture and dynamics of proteins to be studied in real time and in a cellular context with great accuracy. In this review, we cover classic and recent methods for studying protein structure, assembly, and dynamics with fluorescence. These methods include fluorescence and luminescence resonance energy transfer, single-molecule bleaching analysis, intensity measurements, colocalization microscopy, electron transfer, and bimolecular complementation analysis. We present the principles of these methods, highlight recent work that uses the methods, and discuss a framework for interpreting results as they apply to molecular neurobiology.
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26
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Nitzsche B, Bormuth V, Bräuer C, Howard J, Ionov L, Kerssemakers J, Korten T, Leduc C, Ruhnow F, Diez S. Studying kinesin motors by optical 3D-nanometry in gliding motility assays. Methods Cell Biol 2010; 95:247-71. [PMID: 20466139 DOI: 10.1016/s0091-679x(10)95014-0] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Recent developments in optical microscopy and nanometer tracking have facilitated our understanding of microtubules and their associated proteins. Using fluorescence microscopy, dynamic interactions are now routinely observed in vitro on the level of single molecules, mainly using a geometry in which labeled motors move on surface-immobilized microtubules. Yet, we think that the historically older gliding geometry, in which motor proteins bound to a substrate surface drive the motion microtubules, offers some unique advantages. (1) Motility can be precisely followed by coupling multiple fluorophores and/or single bright labels to the surface of microtubules without disturbing the activity of the motor proteins. (2) The number of motor proteins involved in active transport can be determined by several strategies. (3) Multimotor studies can be performed over a wide range of motor densities. These advantages allow for studying cooperativity of processive as well as nonprocessive motors. Moreover, the gliding geometry has proven to be most promising for nanotechnological applications of motor proteins operating in synthetic environments. In this chapter we review recent methods related to gliding motility assays in conjunction with 3D-nanometry. In particular, we aim to provide practical advice on how to set up gliding assays, how to acquire high-precision data from microtubules and attached quantum dots, and how to analyze data by 3D-nanometer tracking.
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Affiliation(s)
- Bert Nitzsche
- Max Planck Institute of Molecular Cell Biology and Genetics, 01307 Dresden, Germany
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27
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28
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Lee TJ, Zhang H, Chang CL, Savran C, Guo P. Engineering of the fluorescent-energy-conversion arm of phi29 DNA packaging motor for single-molecule studies. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2009; 5:2453-9. [PMID: 19743427 PMCID: PMC2837281 DOI: 10.1002/smll.200900467] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
The bacteriophage phi29 DNA packaging motor contains a protein core with a central channel comprising twelve copies of re-engineered gp10 protein geared by six copies of packaging RNA (pRNA) and a DNA packaging protein gp16 with unknown copies. Incorporation of this nanomotor into a nanodevice would be beneficial for many applications. To this end, extension and modification of the motor components are necessary for the linkage of this motor to other nanomachines. Here the re-engineering of the motor DNA packaging protein gp16 by extending its length and doubling its size using a fusion protein technique is reported. The modified motor integrated with the eGFP-gp16 maintains the ability to convert the chemical energy from adenosine triphosphate (ATP) hydrolysis to mechanical motion and package DNA. The resulting DNA-filled capsid is subsequently converted into an infectious virion. The extended part of the gp16 arm is a fluorescent protein eGFP, which serves as a marker for tracking the motor in single-molecule studies. The activity of the re-engineered motor with eGFP-gp16 is also observed directly with a bright-field microscope via its ability to transport a 2-microm-sized cargo bound to the DNA.
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Affiliation(s)
- Tae Jin Lee
- Department of Biomedical Engineering, The Vontz Center for Molecular Studies, 3125 Eden Avenue, Room 1301, College of Engineering and College of Medicine, University of Cincinnati, Cincinnati, OH 45267 (USA)
| | - Hui Zhang
- Department of Biomedical Engineering, The Vontz Center for Molecular Studies, 3125 Eden Avenue, Room 1301, College of Engineering and College of Medicine, University of Cincinnati, Cincinnati, OH 45267 (USA)
| | - Chun-Li Chang
- School of Electrical and Computer Engineering, School of Mechanical Engineering, Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN 47907 (USA)
| | - Cagri Savran
- School of Electrical and Computer Engineering, School of Mechanical Engineering, Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN 47907 (USA)
| | - Peixuan Guo
- Department of Biomedical Engineering, The Vontz Center for Molecular Studies, 3125 Eden Avenue, Room 1301, College of Engineering and College of Medicine, University of Cincinnati, Cincinnati, OH 45267 (USA)
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29
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30
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Kerber ML, Jacobs DT, Campagnola L, Dunn BD, Yin T, Sousa AD, Quintero OA, Cheney RE. A novel form of motility in filopodia revealed by imaging myosin-X at the single-molecule level. Curr Biol 2009; 19:967-73. [PMID: 19398338 DOI: 10.1016/j.cub.2009.03.067] [Citation(s) in RCA: 91] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2008] [Revised: 03/26/2009] [Accepted: 03/30/2009] [Indexed: 10/20/2022]
Abstract
Although many proteins, receptors, and viruses are transported rearward along filopodia by retrograde actin flow, it is less clear how molecules move forward in filopodia. Myosin-X (Myo10) is an actin-based motor hypothesized to use its motor activity to move forward along actin filaments to the tips of filopodia. Here we use a sensitive total internal reflection fluorescence (TIRF) microscopy system to directly visualize the movements of GFP-Myo10. This reveals a novel form of motility at or near the single-molecule level in living cells wherein extremely faint particles of Myo10 move in a rapid and directed fashion toward the filopodial tip. These fast forward movements occur at approximately 600 nm/s over distances of up to approximately 10 microm and require Myo10 motor activity and actin filaments. As expected for imaging at the single-molecule level, the faint particles of GFP-Myo10 are diffraction limited, have an intensity range similar to single GFP molecules, and exhibit stepwise bleaching. Faint particles of GFP-Myo5a can also move toward the filopodial tip, but at a slower characteristic velocity of approximately 250 nm/s. Similar movements were not detected with GFP-Myo1a, indicating that not all myosins are capable of intrafilopodial motility. These data indicate the existence of a novel system of long-range transport based on the rapid movement of myosin molecules along filopodial actin filaments.
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Affiliation(s)
- Michael L Kerber
- Department of Cell and Molecular Physiology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
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31
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Generosi J, Kropf M, Margaritondo G, Hirling H, Catsicas S, Johnsson K, Tolk NH, Piston DW, Cricenti A. AMPA receptor imaging by infrared scanning near-field optical microscopy. ACTA ACUST UNITED AC 2008. [DOI: 10.1002/pssc.200779116] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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32
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Abello J, Kelemu S, García C. Agrobacterium-mediated transformation of the endophytic fungus Acremonium implicatum associated with Brachiaria grasses. ACTA ACUST UNITED AC 2008; 112:407-13. [DOI: 10.1016/j.mycres.2007.10.008] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2007] [Revised: 10/10/2007] [Accepted: 10/23/2007] [Indexed: 11/27/2022]
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33
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Noda N, Kamimura S. A new microscope optics for laser dark-field illumination applied to high precision two dimensional measurement of specimen displacement. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2008; 79:023704. [PMID: 18315302 DOI: 10.1063/1.2839914] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
With conventional light microscopy, precision in the measurement of the displacement of a specimen depends on the signal-to-noise ratio when we measure the light intensity of magnified images. This implies that, for the improvement of precision, getting brighter images and reducing background light noise are both inevitably required. For this purpose, we developed a new optics for laser dark-field illumination. For the microscopy, we used a laser beam and a pair of axicons (conical lenses) to get an optimal condition for dark-field observations. The optics was applied to measuring two dimensional microbead displacements with subnanometer precision. The bandwidth of our detection system overall was 10 kHz. Over most of this bandwidth, the observed noise level was as small as 0.1 nm/radicalHz.
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Affiliation(s)
- Naoki Noda
- Department of Life Science, Graduate School of Arts and Sciences, The University of Tokyo, Komaba 3-8-1, Meguro, Tokyo 153-8902, Japan
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34
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35
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Joo C, de Boer JF. Spectral-domain optical coherence reflectometric sensor for highly sensitive molecular detection. OPTICS LETTERS 2007; 32:2426-8. [PMID: 17700807 DOI: 10.1364/ol.32.002426] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
We describe what we believe to be a novel use of spectral-domain optical coherence reflectometry (SD-OCR) for highly sensitive molecular detection in real time. The SD-OCR sensor allows identification of a sensor surface of interest in an OCR depth scan and monitoring the phase alteration due to molecular interaction at that surface with subnanometer optical thickness sensitivity. We present subfemtomole detection sensitivity for etching of SiO(2) molecules and demonstrate its application as a biosensor by measuring biotin-streptavidin binding in a microfluidic device.
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Affiliation(s)
- Chulmin Joo
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
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36
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Cotlet M, Goodwin PM, Waldo GS, Werner JH. A comparison of the fluorescence dynamics of single molecules of a green fluorescent protein: one- versus two-photon excitation. Chemphyschem 2007; 7:250-60. [PMID: 16353266 DOI: 10.1002/cphc.200500247] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
We report on the dynamics of fluorescence from individual molecules of a mutant of the wild-type green fluorescent protein (GFP) from Aequorea victoria, super folder GFP (SFGFP). SFGFP is a novel and robust variant designed for in vivo high-throughput screening of protein expression levels. It shows increased thermal stability and is able to retain its fluorescence when fused to poorly folding proteins. We use a recently developed single-molecule technique which combines fluorescence-fluctuation spectroscopy and time-correlated single photon counting in order to characterize the photophysical properties of SFGFP under one- (OPE) and two- (TPE) photon excitation conditions. We use Rhodamine 110 as a model chromophore to validate the methodology and to explain the single-molecule results of SFGFP. Under OPE, single SFGFP molecules undergo fluorescence flickering on the time scale of micros and tens of micros due to triplet formation and ground-state protonation-deprotonation, respectively, as demonstrated by excitation intensity- and pH-dependent experiments. OPE single-molecule fluorescence lifetimes indicate heterogeneity in the population of SFGFP, indicating the presence of the deprotonated I and B forms of the SFGFP chromophore. TPE of single SFGFP molecules results in the photoconversion of the chromophore. TPE of single SFGFP molecules show fluorescence flickering on the time scale of micros due to triplet formation. A flicker connected with protonation-deprotonation of the SFGFP chromophore is detected only at low pH. Our results show that SFGFP is a promising fusion reporter for intracellular applications using OPE and TPE microscopy.
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Affiliation(s)
- Mircea Cotlet
- Los Alamos National Laboratory, Material Science and Technology Division, Center for Integrated Nanotechnologies, Mail Stop J586, Los Alamos NM 87545, USA.
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37
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Li Q, Seeger S. Label-free detection of single protein molecules using deep UV fluorescence lifetime microscopy. Anal Chem 2007; 78:2732-7. [PMID: 16615786 DOI: 10.1021/ac052166u] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
We present the detection of single beta-galactosidase molecules from Escherichia coli (Ecbeta Gal) using deep UV laser-based fluorescence lifetime microscopy. The native fluorescence from intrinsic tryptophan emission has been observed after one-photon excitation at 266 nm. Applying the time-resolved single-photon counting method, we investigated the fluorescence lifetime distribution and the bursts of autofluorescence photons from tryptophan residues in Ecbeta Gal protein as well as fluorescence correlation spectroscopy of Ecbeta Gal. The results demonstrate that deep UV laser-based fluorescence lifetime microscopy is useful for identification of biological macromolecules at the single-molecule level using intrinsic fluorescence.
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Affiliation(s)
- Qiang Li
- Physikalisch-Chemisches Institut der Universität Zürich, Winterthurerstrasse 190, CH-8057 Zürich, Switzerland
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38
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Cinelli RAG, Ferrari A, Pellegrini V, Tyagi M, Giacca M, Beltram F. The Enhanced Green Fluorescent Protein as a Tool for the Analysis of Protein Dynamics and Localization: Local Fluorescence Study at the Single-molecule Level. Photochem Photobiol 2007. [DOI: 10.1562/0031-8655(2000)0710771tegfpa2.0.co2] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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39
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Henderson JN, Ai HW, Campbell RE, Remington SJ. Structural basis for reversible photobleaching of a green fluorescent protein homologue. Proc Natl Acad Sci U S A 2007; 104:6672-7. [PMID: 17420458 PMCID: PMC1871844 DOI: 10.1073/pnas.0700059104] [Citation(s) in RCA: 193] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2007] [Indexed: 11/18/2022] Open
Abstract
Fluorescent protein (FP) variants that can be reversibly converted between fluorescent and nonfluorescent states have proven to be a catalyst for innovation in the field of fluorescence microscopy. However, the structural basis of the process remains poorly understood. High-resolution structures of a FP derived from Clavularia in both the fluorescent and the light-induced nonfluorescent states reveal that the rapid and complete loss of fluorescence observed upon illumination with 450-nm light results from cis-trans isomerization of the chromophore. The photoinduced change in configuration from the well ordered cis isomer to the highly nonplanar and disordered trans isomer is accompanied by a dramatic rearrangement of internal side chains. Taken together, the structures provide an explanation for the loss of fluorescence upon illumination, the slow light-independent recovery, and the rapid light-induced recovery of fluorescence. The fundamental mechanism appears to be common to all of the photoactivatable and reversibly photoswitchable FPs reported to date.
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Affiliation(s)
- J. Nathan Henderson
- Departments of Chemistry and
- Institute of Molecular Biology, University of Oregon, Eugene, OR 97403; and
| | - Hui-wang Ai
- Department of Chemistry, University of Alberta, Edmonton, AB, Canada T6G 2G2
| | - Robert E. Campbell
- Department of Chemistry, University of Alberta, Edmonton, AB, Canada T6G 2G2
| | - S. James Remington
- Physics, and
- Institute of Molecular Biology, University of Oregon, Eugene, OR 97403; and
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40
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Joo C, Kim KH, de Boer JF. Spectral-domain optical coherence phase and multiphoton microscopy. OPTICS LETTERS 2007; 32:623-5. [PMID: 17308581 DOI: 10.1364/ol.32.000623] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
We describe simultaneous quantitative phase contrast and multiphoton fluorescence imaging by combined spectral-domain optical coherence phase and multiphoton microscopy. The instrument employs two light sources for efficient optical coherence microscopic and multiphoton imaging and can generate structural and functional images of transparent specimens in the epidirection. Phase contrast imaging exhibits spatial and temporal phase stability in the subnanometer range. We also demonstrate the visualization of actin filaments in a fixed cell specimen, which is confirmed by simultaneous multiphoton fluorescence imaging.
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Affiliation(s)
- Chulmin Joo
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge 02139, USA.
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41
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Dinu CZ, Chrisey DB, Diez S, Howard J. Cellular Motors for Molecular Manufacturing. Anat Rec (Hoboken) 2007; 290:1203-12. [PMID: 17847054 DOI: 10.1002/ar.20599] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Cells are composed of macromolecular structures of various sizes that act individually or collectively to maintain their viability and perform their function within the organism. This review focuses on one structure, the microtubule, and one of the motor proteins that move along it, conventional kinesin (kinesin 1). Recent work on the cellular functions of kinesins, such as the organization of microtubules during cellular division and the movement of the organelles and vesicles, offers insights into how biological motors might prove useful for organizing structures in engineered environments.
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Affiliation(s)
- C Z Dinu
- Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany.
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42
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BAI YONGQIANG, TANG AIHUI, WANG SHIQIANG, ZHU XING. VISUALIZING Ca2+ SPARKS AND SUBSTRUCTURE OF Ca2+ WAVES BY TOTAL INTERNAL REFLECTION FLUORESCENCE MICROSCOPY (TIRFM). INTERNATIONAL JOURNAL OF NANOSCIENCE 2006. [DOI: 10.1142/s0219581x06005030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Based on near-field optical theory, total internal reflection fluorescence microscope shows a novel character that its picture has great signal-to-noise ratio and high temporal resolution achieved by high quality CCD camera. This allows us to analyze the spatiotemporal details of local Ca 2+ dynamics within the nanoscale microdomain surrounding different Ca 2+ channels. We have recently constructed a versatile objective TIRFM equipped with a high numerical aperture (NA = 1.45) objective. Using fluo-4 as the Ca 2+ indicator, we visualized the near-membrane profiles of Ca 2+ waves and elementary Ca 2+ sparks generated by Ca 2+ release channels in rat ventricular myocytes. Different from those detected using conventional or confocal microscopy, Ca 2+ waves observed with TIRFM exhibited fine inhomogenous substructures. The propagation of Ca 2+ waves with anfractuous routes of spark recruitment is much more complicated than previously imagined. We believe that TIRFM will provide a unique tool for dissecting the microscopic mechanisms of intracellular Ca 2+ signaling.
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Affiliation(s)
- YONGQIANG BAI
- State Key Laboratory for Mesoscopic Physics and School of Physics, Peking University, Beijing 100871, P. R. China
- National Center for Nanoscience and Nanotechnology, Beijing 100080, P. R. China
| | - AIHUI TANG
- State Key Laboratory of Biomembrane and Membrane Biotechnology, College of Life Sciences, Peking University, Beijing 100871, P. R. China
| | - SHIQIANG WANG
- State Key Laboratory of Biomembrane and Membrane Biotechnology, College of Life Sciences, Peking University, Beijing 100871, P. R. China
| | - XING ZHU
- State Key Laboratory for Mesoscopic Physics and School of Physics, Peking University, Beijing 100871, P. R. China
- National Center for Nanoscience and Nanotechnology, Beijing 100080, P. R. China
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43
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Nenasheva TA, Mashanov GI. Visualization of single fluorophores in living cells. Biophysics (Nagoya-shi) 2006. [DOI: 10.1134/s0006350906030110] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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44
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Muthukrishnan G, Hutchins BM, Williams ME, Hancock WO. Transport of semiconductor nanocrystals by kinesin molecular motors. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2006; 2:626-30. [PMID: 17193098 DOI: 10.1002/smll.200500223] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Affiliation(s)
- Gayatri Muthukrishnan
- Department of Bioengineering, 229 Hallowell Bldg. The Pennsylvania State University, University Park, PA 16802, USA
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45
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Brau RR, Tarsa PB, Ferrer JM, Lee P, Lang MJ. Interlaced optical force-fluorescence measurements for single molecule biophysics. Biophys J 2006; 91:1069-77. [PMID: 16648165 PMCID: PMC1563781 DOI: 10.1529/biophysj.106.082602] [Citation(s) in RCA: 95] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Combining optical tweezers with single molecule fluorescence offers a powerful technique to study the biophysical properties of single proteins and molecules. However, such integration into a combined, coincident arrangement has been severely limited by the dramatic reduction in fluorescence longevity of common dyes under simultaneous exposure to trapping and fluorescence excitation beams. We present a novel approach to overcome this problem by alternately modulating the optical trap and excitation beams to prevent simultaneous exposure of the fluorescent dye. We demonstrate the dramatic reduction of trap-induced photobleaching effects on the common single molecule fluorescence dye Cy3, which is highly susceptible to this destructive pathway. The extension in characteristic fluorophore longevity, a 20-fold improvement when compared to simultaneous exposure to both beams, prolongs the fluorescence emission to several tens of seconds in a combined, coincident arrangement. Furthermore, we show that this scheme, interlaced optical force-fluorescence, does not compromise the trap stiffness or single molecule fluorescence sensitivity at sufficiently high modulation frequencies. Such improvement permits the simultaneous measurement of the mechanical state of a system with optical tweezers and the localization of molecular changes with single molecule fluorescence, as demonstrated by mechanically unzipping a 15-basepair DNA segment labeled with Cy3.
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Affiliation(s)
- Ricardo R Brau
- Department of Mechanical Engineering, Biological Engineering Division, Massachusetts Institute of Technology, Cambridge, 02139, USA
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46
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Wang YM, Tegenfeldt JO, Sturm J, Austin RH. Long-range interactions between transcription factors. NANOTECHNOLOGY 2005; 16:1993-1999. [PMID: 20817961 DOI: 10.1088/0957-4484/16/10/003] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
We discuss a method for analysing the number of GFP-LacI fusion transcription factors bound to a construct of 256 contiguous LacI binding sites using photon bleaching statics. We show by using a combination of imaging of the construct in nanochannels, photon statistics and addition of IGFP that the binding coefficient of the LacI decreases with increasing occupation of the construct, with a binding coefficient of 10(-6) M when only 15 of the 256 possible sites are occupied. We model this effect by assuming that the GFP-LacI dimer introduces elastic strain into the helix by generalized deformations, and that this strain propagates over distances at least as large as the persistence length.
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Affiliation(s)
- Yan Mei Wang
- Department of Physics, Princeton University, Princeton, NJ 08544, USA
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47
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Rosenberg SA, Quinlan ME, Forkey JN, Goldman YE. Rotational motions of macro-molecules by single-molecule fluorescence microscopy. Acc Chem Res 2005; 38:583-93. [PMID: 16028893 DOI: 10.1021/ar040137k] [Citation(s) in RCA: 90] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Several complementary techniques have been developed to determine average orientation, dynamics on multiple time scales, and concerted rotational motions of individual fluorescent probes bound to biological macromolecules. In both protein domains and nucleic acids, tilting and wobble are relevant to their functional mechanisms. Here we briefly review methods to detect angles and rotational motions of single fluorophores and give an example of three-dimensional, total internal reflection, single-molecule fluorescence polarization applied to actin as it is translocated by conventional muscle myosin.
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Affiliation(s)
- Stephanie A Rosenberg
- Pennsylvania Muscle Institute and Department of Physiology, University of Pennsylvania, Philadelphia, Pennsylvania 19104-6083, USA
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48
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Wang YM, Tegenfeldt JO, Reisner W, Riehn R, Guan XJ, Guo L, Golding I, Cox EC, Sturm J, Austin RH. Single-molecule studies of repressor-DNA interactions show long-range interactions. Proc Natl Acad Sci U S A 2005; 102:9796-801. [PMID: 15994229 PMCID: PMC1168954 DOI: 10.1073/pnas.0502917102] [Citation(s) in RCA: 102] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
We have performed single-molecule studies of GFP-LacI repressor proteins bound to bacteriophage lambda DNA containing a 256 tandem lac operator insertion confined in nanochannels. An integrated photon molecular counting method was developed to determine the number of proteins bound to DNA. By using this method, we determined the saturated mean occupancy of the 256 tandem lac operators to be 13, which constitutes only 2.5% of the available sites. This low occupancy level suggests that the repressors influence each other even when they are widely separated, at distances on the order of 200 nm, or several DNA persistence lengths.
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Affiliation(s)
- Y M Wang
- Departments of Physics, Molecular Biology, and Electrical Engineering, Princeton University, Princeton, NJ 08544
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49
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Bonsma S, Purchase R, Jezowski S, Gallus J, Könz F, Völker S. Green and red fluorescent proteins: photo- and thermally induced dynamics probed by site-selective spectroscopy and hole burning. Chemphyschem 2005; 6:838-49. [PMID: 15884066 DOI: 10.1002/cphc.200500005] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2005] [Indexed: 11/12/2022]
Abstract
The cloning and expression of autofluorescent proteins in living matter, combined with modern imaging techniques, have thoroughly changed the world of bioscience. In particular, such proteins are widely used as genetically encoded labels to track the movement of proteins as reporters of cellular signals and to study protein-protein interactions by fluorescence resonance energy transfer (FRET). Their optical properties, however, are complex and it is important to understand these for the correct interpretation of imaging data and for the design of new fluorescent mutants. In this Minireview we start with a short survey of the field and then focus on the photo- and thermally induced dynamics of green and red fluorescent proteins. In particular, we show how fluorescence line narrowing and high-resolution spectral hole burning at low temperatures can be used to unravel the photophysics and photochemistry and shed light on the intricate electronic structure of these proteins.
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Affiliation(s)
- S Bonsma
- Huygens and Gorlaeus Laboratories, Leiden University, P.O. Box 9504, 2300 RA Leiden, The Netherlands
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50
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Quillin ML, Anstrom DM, Shu X, O'Leary S, Kallio K, Chudakov DM, Remington SJ. Kindling Fluorescent Protein fromAnemonia sulcata: Dark-State Structure at 1.38 Å Resolution†,‡. Biochemistry 2005; 44:5774-87. [PMID: 15823036 DOI: 10.1021/bi047644u] [Citation(s) in RCA: 120] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
When the nonfluorescent chromoprotein asFP595 from Anemonia sulcata is subjected to sufficiently intense illumination near the absorbance maximum (lambda(abs)(max) = 568 nm), it undergoes a remarkable transition, termed "kindling", to a long-lived fluorescent state (lambda(em)(max) = 595 nm). In the dark recovery phase, the kindled state relaxes thermally on a time scale of seconds or can instantly be reverted upon illumination at 450 nm. The kindling phenomenon is enhanced by the Ala143 --> Gly point mutation, which slows the dark recovery time constant to 100 s at room temperature and increases the fluorescence quantum yield. To investigate the chemical nature of the chromophore and the possible role of chromophore isomerization in the kindling phenomenon, we determined the crystal structure of the "kindling fluorescent protein" asFP595-A143G (KFP) in the dark-adapted state at 1.38 A resolution and 100 K. The chromophore, derived from the Met63-Tyr64-Gly65 tripeptide, closely resembles that of the nonfluorescent chromoprotein Rtms5 in that the configuration is trans about the methylene bridge and there is substantial distortion from planarity. Unlike in Rtms5, in the native protein the polypeptide backbone is cleaved between Cys62 and Met63. The size and shape of the chromophore pocket suggest that the cis isomer of the chromophore could also be accommodated. Within the pocket, partially disordered His197 displays two conformations, which may constitute a binary switch that stabilizes different chromophore configurations. The energy barrier for thermal relaxation was found by Arrhenius plot analysis to be approximately 71 kJ/mol, somewhat higher than the value of approximately 55 kJ/mol observed for cis-trans isomerization of a model chromophore in solution.
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Affiliation(s)
- Michael L Quillin
- Department of Physics, Institute of Molecular Biology, University of Oregon, Eugene, Oregon 97403, USA
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