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Shrestha D, Bahasoan Y, Eggeling C. Cellular Output and Physicochemical Properties of the Membrane-Derived Vesicles Depend on Chemical Stimulants. ACS APPLIED MATERIALS & INTERFACES 2024. [PMID: 39250321 DOI: 10.1021/acsami.4c07234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/11/2024]
Abstract
Synthetic liposomes are widely used as drug delivery vehicles in biomedical treatments, such as for mRNA-based antiviral vaccines like those recently developed against SARS-CoV-2. Extracellular vesicles (EVs), which are naturally produced by cells, have emerged as a next-generation delivery system. However, key questions regarding their origin within cells remain unresolved. In this regard, plasma membrane vesicles (PMVs), which are essentially produced from the cellular plasma membrane (PM), present a promising alternative. Unfortunately, their properties relevant to biomedical applications have not be extensively studied. Therefore, we conducted a thorough investigation of the methods used in the production of PMVs. By leveraging advanced fluorescence techniques in microscopy and flow cytometry, we demonstrated a strong dependence of the physicochemical attributes of PMVs on the chemicals used during their production. Following established protocols employing chemicals such as paraformaldehyde (PFA), N-ethylmaleimide (NEM) or dl-dithiothreitol (DTT) and by developing a modified NEM-based method that involved a hypotonic shock step, we generated PMVs from THP-1 CD1d cells. We systematically compared key parameters such as vesicle output, their size distribution, vesicular content analysis, vesicular membrane lipid organization and the mobility of a transmembrane protein. Our results revealed distinct trends: PMVs isolated using NEM-based protocols closely resembled natural vesicles, whereas PFA induced significant molecular cross-linking, leading to notable changes in the biophysical properties of the vesicles. Furthermore, our novel NEM protocol enhanced the efficiency of PMV production. In conclusion, our study highlights the unique characteristics of chemically produced PMVs and offers insights into their potentially diverse yet valuable biological functions.
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Affiliation(s)
- Dilip Shrestha
- MRC Human Immunology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, U.K
- Department of Life Sciences, Imperial College London, London SW7 2AZ, U.K
| | - Yusuf Bahasoan
- MRC Human Immunology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, U.K
| | - Christian Eggeling
- MRC Human Immunology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, U.K
- Department of Biophysical Imaging, Leibniz Institute of Photonic Technologies e.V., member of the Leibniz Centre for Photonics in Infection Research (LPI), Albert- Einstein Strasse 9, 07745 Jena, Germany
- Institute of Applied Optics and Biophysics, Friedrich Schiller University Jena, Max-Wien Platz 1, 07743 Jena, Germany
- Jena Center for Soft Matter (JCSM), Philosophenweg 7, 07743 Jena, Germany
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2
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Rehó B, Fadel L, Brazda P, Benziane A, Hegedüs É, Sen P, Gadella TWJ, Tóth K, Nagy L, Vámosi G. Agonist-controlled competition of RAR and VDR nuclear receptors for heterodimerization with RXR is manifested in their DNA binding. J Biol Chem 2023; 299:102896. [PMID: 36639026 PMCID: PMC9943875 DOI: 10.1016/j.jbc.2023.102896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Revised: 12/30/2022] [Accepted: 12/31/2022] [Indexed: 01/12/2023] Open
Abstract
We found previously that nuclear receptors (NRs) compete for heterodimerization with their common partner, retinoid X receptor (RXR), in a ligand-dependent manner. To investigate potential competition in their DNA binding, we monitored the mobility of retinoic acid receptor (RAR) and vitamin D receptor (VDR) in live cells by fluorescence correlation spectroscopy. First, specific agonist treatment and RXR coexpression additively increased RAR DNA binding, while both agonist and RXR were required for increased VDR DNA binding, indicating weaker DNA binding of the VDR/RXR dimer. Second, coexpression of RAR, VDR, and RXR resulted in competition for DNA binding. Without ligand, VDR reduced the DNA-bound fraction of RAR and vice versa, i.e., a fraction of RXR molecules was occupied by the competing partner. The DNA-bound fraction of either RAR or VDR was enhanced by its own and diminished by the competing NR's agonist. When treated with both ligands, the DNA-bound fraction of RAR increased as much as due to its own agonist, whereas that of VDR increased less. RXR agonist also increased DNA binding of RAR at the expense of VDR. In summary, competition between RAR and VDR for RXR is also manifested in their DNA binding in an agonist-dependent manner: RAR dominates over VDR in the absence of agonist or with both agonists present. Thus, side effects of NR-ligand-based (retinoids, thiazolidinediones) therapies may be ameliorated by other NR ligands and be at least partly explained by reduced DNA binding due to competition. Our results also complement the model of NR action by involving competition both for RXR and for DNA sites.
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Affiliation(s)
- Bálint Rehó
- Department of Biophysics and Cell Biology, Faculty of Medicine, Doctoral School of Molecular Medicine, University of Debrecen, Debrecen, Hungary
| | - Lina Fadel
- Department of Biophysics and Cell Biology, Faculty of Medicine, Doctoral School of Molecular Medicine, University of Debrecen, Debrecen, Hungary
| | - Peter Brazda
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary; Princess Maxima Centre for Pediatric Oncology, Utrecht, the Netherlands
| | - Anass Benziane
- Department of Biophysics and Cell Biology, Faculty of Medicine, Doctoral School of Molecular Medicine, University of Debrecen, Debrecen, Hungary
| | - Éva Hegedüs
- Department of Biophysics and Cell Biology, Faculty of Medicine, Doctoral School of Molecular Medicine, University of Debrecen, Debrecen, Hungary
| | - Pialy Sen
- Department of Biophysics and Cell Biology, Faculty of Medicine, Doctoral School of Molecular Medicine, University of Debrecen, Debrecen, Hungary
| | - Theodorus W J Gadella
- Section of Molecular Cytology and van Leeuwenhoek Centre for Advanced Microscopy (LCAM), Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, The Netherlands
| | - Katalin Tóth
- Department of Biophysics and Cell Biology, Faculty of Medicine, Doctoral School of Molecular Medicine, University of Debrecen, Debrecen, Hungary
| | - László Nagy
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary; Department of Medicine and Biological Chemistry, Johns Hopkins University School of Medicine, Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, Saint Petersburg, Florida, USA.
| | - György Vámosi
- Department of Biophysics and Cell Biology, Faculty of Medicine, Doctoral School of Molecular Medicine, University of Debrecen, Debrecen, Hungary.
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3
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Khmelinskaia A, Schwille P, Franquelim HG. Binding and Characterization of DNA Origami Nanostructures on Lipid Membranes. Methods Mol Biol 2023; 2639:231-255. [PMID: 37166721 DOI: 10.1007/978-1-0716-3028-0_14] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
DNA origami is an extremely versatile nanoengineering tool with widespread applicability in various fields of research, including membrane physiology and biophysics. The possibility to easily modify DNA strands with lipophilic moieties enabled the recent development of a variety of membrane-active DNA origami devices. Biological membranes, as the core barriers of the cells, display vital structural and functional roles. Therefore, lipid bilayers are widely popular targets of DNA origami nanotechnology for synthetic biology and biomedical applications. In this chapter, we summarize the typical experimental methods used to investigate the interaction of DNA origami with synthetic membrane models. Herein, we present detailed protocols for the production of lipid model membranes and characterization of membrane-targeted DNA origami nanostructures using different microscopy approaches.
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Affiliation(s)
- Alena Khmelinskaia
- Max Planck Institute of Biochemistry, Munich, Germany
- Institute of Protein Design, University of Washington, Seattle, WA, USA
- Life & Medical Sciences Institute (LIMES), University of Bonn, Bonn, Germany
| | | | - Henri G Franquelim
- Max Planck Institute of Biochemistry, Munich, Germany.
- Interfaculty Centre for Bioactive Matter (b-ACTmatter), Leipzig University, Leipzig, Germany.
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4
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Qin X, Yang X, Du L, Li M. Polarity-based fluorescence probes: properties and applications. RSC Med Chem 2021; 12:1826-1838. [PMID: 34825183 PMCID: PMC8597426 DOI: 10.1039/d1md00170a] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Accepted: 08/07/2021] [Indexed: 11/21/2022] Open
Abstract
Local polarity can affect the physical or chemical behaviors of surrounding molecules, especially in organisms. Cell polarity is the ultimate feedback of cellular status and regulation mechanisms. Hence, the abnormal alteration of polarity in organisms is closely linked with functional disorders and many diseases. It is incredibly significant to monitor and detect local polarity to explain the biological processes and diagnoses of some diseases. Because of their in vivo safe and real-time monitoring, several polarity-sensitive fluorophores and fluorescent probes have gradually emerged and been used in modern research. This review summarizes the fluorescence properties and applications of several representative polarity-sensitive fluorescent probes.
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Affiliation(s)
- Xiaojun Qin
- School of Pharmacy, Guangxi Medical University Nanning Guangxi 530021 China
- Department of Medicinal Chemistry, Key Laboratory of Chemical Biology (MOE), School of Pharmacy, Cheeloo College of Medicine, Shandong University Jinan Shandong 250012 China
| | - Xingye Yang
- Department of Medicinal Chemistry, Key Laboratory of Chemical Biology (MOE), School of Pharmacy, Cheeloo College of Medicine, Shandong University Jinan Shandong 250012 China
| | - Lupei Du
- Department of Medicinal Chemistry, Key Laboratory of Chemical Biology (MOE), School of Pharmacy, Cheeloo College of Medicine, Shandong University Jinan Shandong 250012 China
| | - Minyong Li
- Department of Medicinal Chemistry, Key Laboratory of Chemical Biology (MOE), School of Pharmacy, Cheeloo College of Medicine, Shandong University Jinan Shandong 250012 China
- State Key Laboratory of Microbial Technology, Shandong University Jinan Shandong 250100 China
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5
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Yang W, Miyazaki T, Chen P, Hong T, Naito M, Miyahara Y, Matsumoto A, Kataoka K, Miyata K, Cabral H. Block catiomer with flexible cationic segment enhances complexation with siRNA and the delivery performance in vitro. SCIENCE AND TECHNOLOGY OF ADVANCED MATERIALS 2021; 22:850-863. [PMID: 34658669 PMCID: PMC8519541 DOI: 10.1080/14686996.2021.1976055] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 08/29/2021] [Accepted: 08/30/2021] [Indexed: 05/14/2023]
Abstract
RNA interference (RNAi) by small interfering RNAs (siRNAs) is a promising therapeutic approach. Because siRNA has limited intracellular access and is rapidly cleared in vivo, the success of RNAi depends on efficient delivery technologies. Particularly, polyion complexation between block catiomers and siRNA is a versatile approach for constructing effective carriers, such as unit polyion complexes (uPIC), core-shell polyion complex (PIC) micelles and vesicular siRNAsomes, by engineering the structure of block catiomers. In this regard, the flexibility of block catiomers could be an important parameter in the formation of PIC nanostructures with siRNA, though its effect remains unknown. Here, we studied the influence of block catiomer flexibility on the assembly of PIC structures with siRNA using a complementary polymeric system, i.e. poly(ethylene glycol)-poly(L-lysine) (PEG-PLL) and PEG-poly(glycidylbutylamine) (PEG-PGBA), which has a relatively more flexible polycation segment than PEG-PLL. Mixing PEG-PGBA with siRNA at molar ratios of primary amines in polymer to phosphates in the siRNA (N/P ratios) higher than 1.5 promoted the multimolecular association of uPICs, whereas PEG-PLL formed uPIC at all N/P ratios higher than 1. Moreover, uPICs from PEG-PGBA were more stable against counter polyanion exchange than uPICs from PEG-PLL, probably due to a favorable complexation process, as suggested by computational studies of siRNA/block catiomer binding. In in vitro experiments, PEG-PGBA uPICs promoted effective intracellular delivery of siRNA and efficient gene knockdown. Our results indicate the significance of polycation flexibility on assembling PIC structures with siRNA, and its potential for developing innovative delivery systems.
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Affiliation(s)
- Wenqian Yang
- Department of Bioengineering, Graduate School of Engineering, The University of Tokyo, Tokyo, Japan
- Innovation Center of NanoMedicine, Kawasaki Institute of Industrial Promotion, Kawasaki, Japan
| | - Takuya Miyazaki
- Department of Bioengineering, Graduate School of Engineering, The University of Tokyo, Tokyo, Japan
- Kanagawa Institute of Industrial Science and Technology, Kanagawa, Japan
- Institute of Biomaterials and Bioengineering, Tokyo Medical and Dental University, Tokyo, Japan
| | - Pengwen Chen
- Department of Bioengineering, Graduate School of Engineering, The University of Tokyo, Tokyo, Japan
- Innovation Center of NanoMedicine, Kawasaki Institute of Industrial Promotion, Kawasaki, Japan
| | - Taehun Hong
- Department of Bioengineering, Graduate School of Engineering, The University of Tokyo, Tokyo, Japan
- Innovation Center of NanoMedicine, Kawasaki Institute of Industrial Promotion, Kawasaki, Japan
| | - Mitsuru Naito
- Center for Disease Biology and Integrative Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Yuji Miyahara
- Kanagawa Institute of Industrial Science and Technology, Kanagawa, Japan
| | - Akira Matsumoto
- Kanagawa Institute of Industrial Science and Technology, Kanagawa, Japan
- Institute of Biomaterials and Bioengineering, Tokyo Medical and Dental University, Tokyo, Japan
| | - Kazunori Kataoka
- Innovation Center of NanoMedicine, Kawasaki Institute of Industrial Promotion, Kawasaki, Japan
| | - Kanjiro Miyata
- Innovation Center of NanoMedicine, Kawasaki Institute of Industrial Promotion, Kawasaki, Japan
- Department of Materials Engineering, Graduate School of Engineering, The University of Tokyo, Tokyo, Japan
| | - Horacio Cabral
- Department of Bioengineering, Graduate School of Engineering, The University of Tokyo, Tokyo, Japan
- Innovation Center of NanoMedicine, Kawasaki Institute of Industrial Promotion, Kawasaki, Japan
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6
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Sparrenberg LT, Greiner B, Mathis HP. Bleaching correction for DNA measurements in highly diluted solutions using confocal microscopy. PLoS One 2020; 15:e0231918. [PMID: 32702012 PMCID: PMC7377397 DOI: 10.1371/journal.pone.0231918] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Accepted: 07/01/2020] [Indexed: 11/24/2022] Open
Abstract
Determining the concentration of nucleic acids in biological samples precisely and reliably still is a challenge. In particular when only very small sample quantities are available for analysis, the established fluorescence-based methods give insufficient results. Photobleaching is seen as the main reason for this. In this paper we present a method to correct for the photobleaching effect. Using confocal microscopy with single molecule sensitivity, we derived calibration curves from DNA solutions with defined fragment length. We analyzed dilution series over a wide range of concentrations (1 pg/μl—1000 pg/μl) and measured their specific diffusion coefficients employing fluorescence correlation spectroscopy. Using this information, we corrected the measured fluorescence intensity of the calibration solutions for photobleaching effects. We evaluated our method by analyzing a series of DNA mixtures of varying composition. For fragments smaller than 1000 bp, our method allows to determine sample concentrations with high precision in very small sample quantities (< 2 μl with concentrations < 20 pg/μl). Once the technical parameters are determined and remain stable in an established process, our improved calibration method will make measuring molecular biological samples of unknown sequence composition more efficient, accurate and sample-saving than previous methods.
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Affiliation(s)
- Lorenz Tim Sparrenberg
- Institute of Biotechnology, RWTH Aachen University, Aachen, Germany
- Fraunhofer Institute of Applied Information Technology FIT, Sankt Augustin, Germany
- * E-mail:
| | - Benjamin Greiner
- Fraunhofer Institute of Applied Information Technology FIT, Sankt Augustin, Germany
| | - Harald Peter Mathis
- Fraunhofer Institute of Applied Information Technology FIT, Sankt Augustin, Germany
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7
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Chwastek G, Petrov EP, Sáenz JP. A Method for High-Throughput Measurements of Viscosity in Sub-micrometer-Sized Membrane Systems. Chembiochem 2020; 21:836-844. [PMID: 31566864 PMCID: PMC7154536 DOI: 10.1002/cbic.201900510] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2019] [Revised: 09/27/2019] [Indexed: 01/11/2023]
Abstract
To unravel the underlying principles of membrane adaptation in small systems like bacterial cells, robust approaches to characterize membrane fluidity are needed. Currently available relevant methods require advanced instrumentation and are not suitable for high-throughput settings needed to elucidate the biochemical pathways involved in adaptation. We developed a fast, robust, and financially accessible quantitative method to measure the microviscosity of lipid membranes in bulk suspension using a commercially available plate reader. Our approach, which is suitable for high-throughput screening, is based on the simultaneous measurements of absorbance and fluorescence emission of a viscosity-sensitive fluorescent dye, 9-(2,2-dicyanovinyl)julolidine (DCVJ), incorporated into a lipid membrane. We validated our method using artificial membranes with various lipid compositions over a range of temperatures and observed values that were in good agreement with previously published results. Using our approach, we were able to detect a lipid phase transition in the ruminant pathogen Mycoplasma mycoides.
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Affiliation(s)
- Grzegorz Chwastek
- B CUBE, Technische Universität Dresden, Tatzberg 41, 01307, Dresden, Germany
| | - Eugene P Petrov
- Faculty of Physics, Ludwig Maximilian University of Munich, Geschwister-Scholl-Platz 1, 80539, Munich, Germany
| | - James Peter Sáenz
- B CUBE, Technische Universität Dresden, Tatzberg 41, 01307, Dresden, Germany
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8
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Betaneli V, Mücksch J, Schwille P. Fluorescence Correlation Spectroscopy to Examine Protein-Lipid Interactions in Membranes. Methods Mol Biol 2019; 2003:415-447. [PMID: 31218628 DOI: 10.1007/978-1-4939-9512-7_18] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Fluorescence correlation spectroscopy (FCS) is a versatile technique to study membrane dynamics and protein-lipid interactions. It can provide information about diffusion coefficients, concentrations, and molecular interactions of proteins and lipids in the membrane. These parameters allow for the determination of protein partitioning into different lipid environments, the identification of lipid domains, and the detection of lipid-protein complexes on the membrane. During the last decades, FCS studies were successfully performed on model membrane systems as also on living cells, to characterize protein-lipid interactions. Recent developments of the method described here improved quantitative measurements on membranes and decreased the number of potential artifacts. The aim of this chapter is to provide the reader with the necessary information and some practical guidelines to perform FCS studies on artificial and cellular membranes.
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Affiliation(s)
- Viktoria Betaneli
- Medical Faculty "Carl Gustav Carus", Institute of Physiological Chemistry, Technische Universität Dresden, Dresden, Germany
| | - Jonas Mücksch
- Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Petra Schwille
- Max Planck Institute of Biochemistry, Martinsried, Germany.
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9
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Khmelinskaia A, Mücksch J, Petrov EP, Franquelim HG, Schwille P. Control of Membrane Binding and Diffusion of Cholesteryl-Modified DNA Origami Nanostructures by DNA Spacers. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2018; 34:14921-14931. [PMID: 30253101 DOI: 10.1021/acs.langmuir.8b01850] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
DNA origami nanotechnology is being increasingly used to mimic membrane-associated biophysical phenomena. Although a variety of DNA origami nanostructures has already been produced to target lipid membranes, the requirements for membrane binding have so far not been systematically assessed. Here, we used a set of elongated DNA origami structures with varying placement and number of cholesteryl-based membrane anchors to compare different strategies for their incorporation. Single and multiple cholesteryl anchors were attached to DNA nanostructures using single- and double-stranded DNA spacers of varying length. The produced DNA nanostructures were studied in terms of their membrane binding and diffusion. Our results show that the location and number of anchoring moieties play a crucial role for membrane binding of DNA nanostructures mainly if the cholesteryl anchors are in close proximity to the bulky DNA nanostructures. Moreover, the use of DNA spacers largely overcomes local steric hindrances and thus enhances membrane binding. Fluorescence correlation spectroscopy measurements demonstrate that the distinct physical properties of single- and double-stranded DNA spacers control the interaction of the amphipathic DNA nanostructures with lipid membranes. Thus, we provide a rational basis for the design of amphipathic DNA origami nanostructures to efficiently bind lipid membranes in various environments.
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Affiliation(s)
- Alena Khmelinskaia
- Max Planck Institute of Biochemistry , Am Klopferspitz 18 , 82152 Martinsried , Germany
| | - Jonas Mücksch
- Max Planck Institute of Biochemistry , Am Klopferspitz 18 , 82152 Martinsried , Germany
| | - Eugene P Petrov
- Max Planck Institute of Biochemistry , Am Klopferspitz 18 , 82152 Martinsried , Germany
- Faculty of Physics , Ludwig Maximilian University of Munich , Geschwister-Scholl-Platz 1 , 80539 Munich , Germany
| | - Henri G Franquelim
- Max Planck Institute of Biochemistry , Am Klopferspitz 18 , 82152 Martinsried , Germany
| | - Petra Schwille
- Max Planck Institute of Biochemistry , Am Klopferspitz 18 , 82152 Martinsried , Germany
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10
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Friend JE, Sayyad WA, Arasada R, McCormick CD, Heuser JE, Pollard TD. Fission yeast Myo2: Molecular organization and diffusion in the cytoplasm. Cytoskeleton (Hoboken) 2017; 75:164-173. [PMID: 29205883 DOI: 10.1002/cm.21425] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Revised: 11/22/2017] [Accepted: 11/27/2017] [Indexed: 12/20/2022]
Abstract
Myosin-II is required for the assembly and constriction of cytokinetic contractile rings in fungi and animals. We used electron microscopy, fluorescence recovery after photobleaching (FRAP), and fluorescence correlation spectroscopy (FCS) to characterize the physical properties of Myo2 from fission yeast Schizosaccharomyces pombe. By electron microscopy, Myo2 has two heads and a coiled-coiled tail like myosin-II from other species. The first 65 nm of the tail is a stiff rod, followed by a flexible, less-ordered region up to 30 nm long. Myo2 sediments as a 7 S molecule in high salt, but aggregates rather than forming minifilaments at lower salt concentrations; this is unaffected by heavy chain phosphorylation. We used FRAP and FCS to observe the dynamics of Myo2 in live S. pombe cells and in cell extracts at different salt concentrations; both show that Myo2 with an N-terminal mEGFP tag has a diffusion coefficient of ∼ 3 µm2 s-1 in the cytoplasm of live cells during interphase and mitosis. Photon counting histogram analysis of the FCS data confirmed that Myo2 diffuses as doubled-headed molecules in the cytoplasm. FCS measurements on diluted cell extracts showed that mEGFP-Myo2 has a diffusion coefficient of ∼ 30 µm2 s-1 in 50 to 400 mM KCl concentrations.
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Affiliation(s)
- Janice E Friend
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, Connecticut 06520-8103
| | - Wasim A Sayyad
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, Connecticut 06520-8103
| | - Rajesh Arasada
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, Connecticut 06520-8103
| | - Chad D McCormick
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, Connecticut 06520-8103.,Section on Integrative Biophysics, Eunice Kennedy Shriver National Institute of Child Health and Human Development, NIH, Bethesda, Maryland 20892-1855
| | - John E Heuser
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, Connecticut 06520-8103
| | - Thomas D Pollard
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, Connecticut 06520-8103.,Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, Connecticut 06520-8103.,Department of Cell Biology, Yale University, New Haven, Connecticut 06520-8103
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11
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Weger L, Hoffmann-Jacobsen K. A total internal reflection-fluorescence correlation spectroscopy setup with pulsed diode laser excitation. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2017; 88:093102. [PMID: 28964231 DOI: 10.1063/1.4986235] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2017] [Accepted: 08/22/2017] [Indexed: 06/07/2023]
Abstract
Fluorescence correlation spectroscopy (FCS) measures fluctuations in a (sub-)femtoliter volume to analyze the diffusive behavior of fluorescent particles. This highly sensitive method has proven to be useful for the analysis of dynamic biological systems as well as in chemistry, physics, and material sciences. It is routinely performed with commercial fluorescence microscopes, which provide a confined observation volume by the confocal technique. The evanescent wave of total internal reflectance (TIR) is used in home-built systems to permit a surface sensitive FCS analysis. We present a combined confocal and TIR-FCS setup which uses economic low-power pulsed diode lasers for excitation. Excitation and detection are coupled to time-correlated photon counting hardware. This allows simultaneous fluorescence lifetime and FCS measurements in a surface-sensitive mode. Moreover, the setup supports fluorescence lifetime correlation spectroscopy at surfaces. The excitation can be easily switched between TIR and epi-illumination to compare the surface properties with those in liquid bulk. The capabilities of the presented setup are demonstrated by measuring the diffusion coefficients of a free dye molecule, a labeled polyethylene glycol, and a fluorescent nanoparticle in confocal as well as in TIR-FCS.
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Affiliation(s)
- Lukas Weger
- Department of Chemistry, Niederrhein University of Applied Sciences, Adlerstr. 32, 47798 Krefeld, Germany
| | - Kerstin Hoffmann-Jacobsen
- Department of Chemistry, Niederrhein University of Applied Sciences, Adlerstr. 32, 47798 Krefeld, Germany
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12
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Goulet DR, Zwolak A, Chiu ML, Nath A, Atkins WM. Diffusion of Soluble Aggregates of THIOMABs and Bispecific Antibodies in Serum. Biochemistry 2017; 56:2251-2260. [PMID: 28394577 DOI: 10.1021/acs.biochem.6b01097] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Submicrometer aggregates are frequently present at low levels in antibody-based therapeutics. Although intuition suggests that the fraction of the aggregate or the size of the aggregate present might correlate with deleterious clinical properties or formulation difficulties, it has been challenging to demonstrate which aggregate states, if any, trigger specific biological effects. One source of uncertainty about the putative linkage between aggregation and safety or efficacy lies in the likelihood that noncovalent aggregation differs in ideal buffers versus in serum and biological tissues; self-association or association with other proteins may vary widely with environment. Therefore, methods for monitoring aggregation and aggregate behavior in biologically relevant matrices could provide a tool for better predicting aggregate-dependent clinical outcomes and provide a basis for antibody engineering prior to clinical studies. Here, we generate models for soluble aggregates of THIOMABs and a bispecific antibody (bsAb) of defined size and exploit fluorescence correlation spectroscopy to monitor their diffusion properties in serum and viscosity-matched buffers. The monomers, dimers, and trimers of both THIOMABs and a bsAb reveal a modest increase in diffusion time in serum greater than expected for an increase in viscosity alone. A mixture of larger aggregates containing mostly bsAb pentamers exhibits a marked increase in diffusion time in serum and much greater intrasample variability, consistent with significant aggregation or interactions with serum components. The results indicate that small aggregates of several IgG platforms are not likely to aggregate with serum components, but nanometer-scale aggregates larger than trimers can interact with the serum in an Ab-dependent manner.
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Affiliation(s)
- Dennis R Goulet
- Department of Medicinal Chemistry, University of Washington , Seattle, Washington 98195-7631, United States
| | - Adam Zwolak
- Biologics Research, Janssen Research & Development, LLC , Spring House, Pennsylvania 19477, United States
| | - Mark L Chiu
- Biologics Research, Janssen Research & Development, LLC , Spring House, Pennsylvania 19477, United States
| | - Abhinav Nath
- Department of Medicinal Chemistry, University of Washington , Seattle, Washington 98195-7631, United States
| | - William M Atkins
- Department of Medicinal Chemistry, University of Washington , Seattle, Washington 98195-7631, United States
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13
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Tsutsumi M, Muto H, Myoba S, Kimoto M, Kitamura A, Kamiya M, Kikukawa T, Takiya S, Demura M, Kawano K, Kinjo M, Aizawa T. In vivo fluorescence correlation spectroscopy analyses of FMBP-1, a silkworm transcription factor. FEBS Open Bio 2016; 6:106-25. [PMID: 27239433 PMCID: PMC4821344 DOI: 10.1002/2211-5463.12026] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2015] [Revised: 12/10/2015] [Accepted: 12/17/2015] [Indexed: 12/30/2022] Open
Abstract
Fibroin modulator-binding protein 1 (FMBP-1) is a silkworm transcription factor that has a unique DNA-binding domain called the one score and three amino acid peptide repeat (STPR). Here we used fluorescence correlation spectroscopy (FCS) to analyze the diffusion properties of an enhanced green fluorescent protein-tagged FMBP-1 protein (EGFP-FMBP-1) expressed in posterior silk gland (PSG) cells of Bombyx mori at the same developmental stage as natural FMBP-1 expression. EGFP-FMBP-1 clearly localized to cell nuclei. From the FCS analyses, we identified an immobile DNA-bound component and three discernible diffusion components. We also used FCS to observe the movements of wild-type and mutant EGFP-FMBP-1 proteins in HeLa cells, a simpler experimental system. Based on previous in vitro observation, we also introduced a single amino acid substitution in order to suppress stable FMBP-1-DNA binding; specifically, we replaced the ninth Arg in the third repeat within the STPR domain with Ala. This mutation completely disrupted the slowest diffusion component as well as the immobile component. The diffusion properties of other FMBP-1 mutants (e.g. mutants with N-terminal or C-terminal truncations) were also analyzed. Based on our observations, we suggest that the four identifiable movements might correspond to four distinct FMBP-1 states: (a) diffusion of free protein, (b) and
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Affiliation(s)
| | - Hideki Muto
- Faculty of Advanced Life Science Hokkaido University Sapporo Japan; Biomedical Research Support Center Nagasaki University School of Medicine Nagasaki, Japan
| | - Shohei Myoba
- Faculty of Advanced Life Science Hokkaido University Sapporo Japan
| | - Mai Kimoto
- Faculty of Science Hokkaido University Sapporo Japan
| | - Akira Kitamura
- Faculty of Advanced Life Science Hokkaido University Sapporo Japan
| | - Masakatsu Kamiya
- Faculty of Advanced Life Science Hokkaido University Sapporo Japan
| | - Takashi Kikukawa
- Faculty of Advanced Life Science Hokkaido University Sapporo Japan
| | | | - Makoto Demura
- Faculty of Advanced Life Science Hokkaido University Sapporo Japan
| | - Keiichi Kawano
- Faculty of Advanced Life Science Hokkaido University Sapporo Japan; Chitose Institute of Science and Technology Chitose, Japan
| | - Masataka Kinjo
- Faculty of Advanced Life Science Hokkaido University Sapporo Japan
| | - Tomoyasu Aizawa
- Faculty of Advanced Life Science Hokkaido University Sapporo Japan
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14
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Bacia K, Haustein E, Schwille P. Fluorescence correlation spectroscopy: principles and applications. Cold Spring Harb Protoc 2014; 2014:709-25. [PMID: 24987147 DOI: 10.1101/pdb.top081802] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Fluorescence correlation spectroscopy (FCS) is used to study the movements and the interactions of biomolecules at extremely dilute concentrations, yielding results with good spatial and temporal resolutions. Using a number of technical developments, FCS has become a versatile technique that can be used to study a variety of sample types and can be advantageously combined with other methods. Unlike other fluorescence-based techniques, the analysis of FCS data is not based on the average intensity of the fluorescence emission but examines the minute intensity fluctuations caused by spontaneous deviations from the mean at thermal equilibrium. These fluctuations can result from variations in local concentrations owing to molecular mobility or from characteristic intermolecular or intramolecular reactions of fluorescently labeled biomolecules present at low concentrations. Here, we provide a basic introduction to FCS, including its technical development and theoretical basis, experimental setup of an FCS system, adjustment of a setup, data acquisition, and analysis of FCS measurements. Finally, the application of FCS to the study of lipid bilayer membranes and to living cells is discussed.
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15
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Sigaut L, Pearson JE, Colman-Lerner A, Ponce Dawson S. Messages do diffuse faster than messengers: reconciling disparate estimates of the morphogen bicoid diffusion coefficient. PLoS Comput Biol 2014; 10:e1003629. [PMID: 24901638 PMCID: PMC4046929 DOI: 10.1371/journal.pcbi.1003629] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2013] [Accepted: 04/02/2014] [Indexed: 11/20/2022] Open
Abstract
The gradient of Bicoid (Bcd) is key for the establishment of the anterior-posterior axis in Drosophila embryos. The gradient properties are compatible with the SDD model in which Bcd is synthesized at the anterior pole and then diffuses into the embryo and is degraded with a characteristic time. Within this model, the Bcd diffusion coefficient is critical to set the timescale of gradient formation. This coefficient has been measured using two optical techniques, Fluorescence Recovery After Photobleaching (FRAP) and Fluorescence Correlation Spectroscopy (FCS), obtaining estimates in which the FCS value is an order of magnitude larger than the FRAP one. This discrepancy raises the following questions: which estimate is "correct''; what is the reason for the disparity; and can the SDD model explain Bcd gradient formation within the experimentally observed times? In this paper, we use a simple biophysical model in which Bcd diffuses and interacts with binding sites to show that both the FRAP and the FCS estimates may be correct and compatible with the observed timescale of gradient formation. The discrepancy arises from the fact that FCS and FRAP report on different effective (concentration dependent) diffusion coefficients, one of which describes the spreading rate of the individual Bcd molecules (the messengers) and the other one that of their concentration (the message). The latter is the one that is more relevant for the gradient establishment and is compatible with its formation within the experimentally observed times. Understanding the mechanisms by which equivalent cells develop into different body parts is a fundamental question in biology. One well-studied example is the patterning along the anterior-posterior axis of Drosophila melanogaster embryos for which the spatial gradient of the protein Bicoid is determinant. The localized production of Bicoid is implicated in its inhomogeneous distribution. Diffusion then determines the time and spatial scales of the gradient as it is formed. Estimates of Bicoid diffusion coefficients made with the optical techniques, FRAP and FCS resulted in largely different values, one of which was too slow to account for the observed time of gradient formation. In this paper, we present a model in which Bicoid diffuses and interacts with binding sites so that its transport is described by a "single molecule'' and a "collective'' diffusion coefficient. The latter can be arbitrarily larger than the former coefficient and sets the rate for bulk processes such as the formation of the gradient. In this way we obtain a self-consistent picture in which the FRAP and FCS estimates are accurate and where the gradient can be established within the experimentally observed times.
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Affiliation(s)
- Lorena Sigaut
- Departamento de Física and IFIBA, FCEN-UBA - CONICET, Buenos Aires, Argentina
| | - John E. Pearson
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
| | - Alejandro Colman-Lerner
- Departamento de Fisiología, Biología Molecular y Celular and IFIBYNE, CONICET, FCEN-UBA, Buenos Aires, Argentina
| | - Silvina Ponce Dawson
- Departamento de Física and IFIBA, FCEN-UBA - CONICET, Buenos Aires, Argentina
- * E-mail:
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16
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Hahne S, Maass P. Diffusion coefficients from signal fluctuations: influence of molecular shape and rotational diffusion. J Phys Chem A 2014; 118:2237-43. [PMID: 24640969 DOI: 10.1021/jp500479a] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Analysis of signal fluctuations of a locally fixed probe, caused by molecules diffusing under the probe, can be used to determine diffusion coefficients. Theoretical treatments so far have been limited to point-like particles or to molecules with circle-like shapes. Here we extend these treatments to molecules with rectangle-like shapes, for which also rotational diffusion needs to be taken into account. Focusing on the distribution of peak widths in the signal, we show how translational as well as rotational diffusion coefficients can be determined. We address also the question, how the distribution of interpeak time intervals and autocorrelation function can be employed for determining diffusion coefficients. Our approach is validated against kinetic Monte Carlo simulations.
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Affiliation(s)
- Susanne Hahne
- Fachbereich Physik, Universität Osnabrück , Barbarastraße 7, 49076 Osnabrück, Germany
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17
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Guo SM, Bag N, Mishra A, Wohland T, Bathe M. Bayesian total internal reflection fluorescence correlation spectroscopy reveals hIAPP-induced plasma membrane domain organization in live cells. Biophys J 2014; 106:190-200. [PMID: 24411251 PMCID: PMC3907249 DOI: 10.1016/j.bpj.2013.11.4458] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2013] [Revised: 11/01/2013] [Accepted: 11/19/2013] [Indexed: 11/22/2022] Open
Abstract
Amyloid fibril deposition of human islet amyloid polypeptide (hIAPP) in pancreatic islet cells is implicated in the pathogenesis of type II diabetes. A growing number of studies suggest that small peptide aggregates are cytotoxic via their interaction with the plasma membrane, which leads to membrane permeabilization or disruption. A recent study using imaging total internal reflection-fluorescence correlation spectroscopy (ITIR-FCS) showed that monomeric hIAPP induced the formation of cellular plasma membrane microdomains containing dense lipids, in addition to the modulation of membrane fluidity. However, the spatial organization of microdomains and their temporal evolution were only partially characterized due to limitations in the conventional analysis and interpretation of imaging FCS datasets. Here, we apply a previously developed Bayesian analysis procedure to ITIR-FCS data to resolve hIAPP-induced microdomain spatial organization and temporal dynamics. Our analysis enables the visualization of the temporal evolution of multiple diffusing species in the spatially heterogeneous cell membrane, lending support to the carpet model for the association mode of hIAPP aggregates with the plasma membrane. The presented Bayesian analysis procedure provides an automated and general approach to unbiased model-based interpretation of imaging FCS data, with broad applicability to resolving the heterogeneous spatial-temporal organization of biological membrane systems.
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Affiliation(s)
- Syuan-Ming Guo
- Laboratory for Computational Biology & Biophysics, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Nirmalya Bag
- Departments of Biological Sciences and Chemistry, and Centre for Bioimaging Sciences, National University of Singapore, Singapore
| | - Aseem Mishra
- Departments of Biological Sciences and Chemistry, and Centre for Bioimaging Sciences, National University of Singapore, Singapore
| | - Thorsten Wohland
- Departments of Biological Sciences and Chemistry, and Centre for Bioimaging Sciences, National University of Singapore, Singapore.
| | - Mark Bathe
- Laboratory for Computational Biology & Biophysics, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts.
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18
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Bag N, Wohland T. Imaging fluorescence fluctuation spectroscopy: new tools for quantitative bioimaging. Annu Rev Phys Chem 2013; 65:225-48. [PMID: 24328446 DOI: 10.1146/annurev-physchem-040513-103641] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Fluorescence fluctuation spectroscopy (FFS) techniques provide information at the single-molecule level with excellent time resolution. Usually applied at a single spot in a sample, they have been recently extended into imaging formats, referred to as imaging FFS. They provide spatial information at the optical diffraction limit and temporal information in the microsecond to millisecond range. This review provides an overview of the different modalities in which imaging FFS techniques have been implemented and discusses present imaging FFS capabilities and limitations. A combination of imaging FFS and nanoscopy would allow one to record information with the detailed spatial information of nanoscopy, which is ∼20 nm and limited only by fluorophore size and labeling density, and the time resolution of imaging FFS, limited by the fluorescence lifetime. This combination would provide new insights into biological events by providing spatiotemporal resolution at unprecedented levels.
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Affiliation(s)
- Nirmalya Bag
- Departments of Biological Sciences and Chemistry, and NUS Center for Bio-Imaging Sciences (CBIS), National University of Singapore, 117557 Singapore; ,
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19
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Chwastek G, Schwille P. A monolayer assay tailored to investigate lipid-protein systems. Chemphyschem 2013; 14:1877-81. [PMID: 23606346 DOI: 10.1002/cphc.201300035] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2013] [Indexed: 11/10/2022]
Abstract
Model membrane systems have become invaluable tools to investigate specific features of cellular membranes. Although a variety of different experimental assays does exist, many of them are rather complicated in their preparation and difficult in their practical realisation. Here, we propose a new simple miniaturised monolayer assay that can easily be combined with standard analytical techniques such as confocal fluorescence microscopy and fluorescence correlation spectroscopy (FCS).
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20
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Winckler P, Jaffiol R. Multiphoton Cascade Absorption in Single Molecule Fluorescence Saturation Spectroscopy. Anal Chem 2013; 85:4735-44. [DOI: 10.1021/ac400454f] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Pascale Winckler
- Laboratoire de Nanotechnologie
et d’Instrumentation Optique, Institut Charles Delaunay, UMR
STMR CNRS 6279, Université de Technologie de Troyes, 12 rue Marie Curie, CS 42060, 10004 Troyes cedex, France
| | - Rodolphe Jaffiol
- Laboratoire de Nanotechnologie
et d’Instrumentation Optique, Institut Charles Delaunay, UMR
STMR CNRS 6279, Université de Technologie de Troyes, 12 rue Marie Curie, CS 42060, 10004 Troyes cedex, France
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21
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Heinemann F, Vogel S, Schwille P. Lateral membrane diffusion modulated by a minimal actin cortex. Biophys J 2013; 104:1465-75. [PMID: 23561523 PMCID: PMC3617436 DOI: 10.1016/j.bpj.2013.02.042] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2012] [Revised: 02/06/2013] [Accepted: 02/19/2013] [Indexed: 10/27/2022] Open
Abstract
Diffusion of lipids and proteins within the cell membrane is essential for numerous membrane-dependent processes including signaling and molecular interactions. It is assumed that the membrane-associated cytoskeleton modulates lateral diffusion. Here, we use a minimal actin cortex to directly study proposed effects of an actin meshwork on the diffusion in a well-defined system. The lateral diffusion of a lipid and a protein probe at varying densities of membrane-bound actin was characterized by fluorescence correlation spectroscopy (FCS). A clear correlation of actin density and reduction in mobility was observed for both the lipid and the protein probe. At high actin densities, the effect on the protein probe was ∼3.5-fold stronger compared to the lipid. Moreover, addition of myosin filaments, which contract the actin mesh, allowed switching between fast and slow diffusion in the minimal system. Spot variation FCS was in accordance with a model of fast microscopic diffusion and slower macroscopic diffusion. Complementing Monte Carlo simulations support the analysis of the experimental FCS data. Our results suggest a stronger interaction of the actin mesh with the larger protein probe compared to the lipid. This might point toward a mechanism where cortical actin controls membrane diffusion in a strong size-dependent manner.
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Affiliation(s)
| | | | - Petra Schwille
- Max-Planck Institute of Biochemistry, Martinsried, Germany
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22
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Höfling F, Franosch T. Anomalous transport in the crowded world of biological cells. REPORTS ON PROGRESS IN PHYSICS. PHYSICAL SOCIETY (GREAT BRITAIN) 2013; 76:046602. [PMID: 23481518 DOI: 10.1088/0034-4885/76/4/046602] [Citation(s) in RCA: 589] [Impact Index Per Article: 53.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
A ubiquitous observation in cell biology is that the diffusive motion of macromolecules and organelles is anomalous, and a description simply based on the conventional diffusion equation with diffusion constants measured in dilute solution fails. This is commonly attributed to macromolecular crowding in the interior of cells and in cellular membranes, summarizing their densely packed and heterogeneous structures. The most familiar phenomenon is a sublinear, power-law increase of the mean-square displacement (MSD) as a function of the lag time, but there are other manifestations like strongly reduced and time-dependent diffusion coefficients, persistent correlations in time, non-Gaussian distributions of spatial displacements, heterogeneous diffusion and a fraction of immobile particles. After a general introduction to the statistical description of slow, anomalous transport, we summarize some widely used theoretical models: Gaussian models like fractional Brownian motion and Langevin equations for visco-elastic media, the continuous-time random walk model, and the Lorentz model describing obstructed transport in a heterogeneous environment. Particular emphasis is put on the spatio-temporal properties of the transport in terms of two-point correlation functions, dynamic scaling behaviour, and how the models are distinguished by their propagators even if the MSDs are identical. Then, we review the theory underlying commonly applied experimental techniques in the presence of anomalous transport like single-particle tracking, fluorescence correlation spectroscopy (FCS) and fluorescence recovery after photobleaching (FRAP). We report on the large body of recent experimental evidence for anomalous transport in crowded biological media: in cyto- and nucleoplasm as well as in cellular membranes, complemented by in vitro experiments where a variety of model systems mimic physiological crowding conditions. Finally, computer simulations are discussed which play an important role in testing the theoretical models and corroborating the experimental findings. The review is completed by a synthesis of the theoretical and experimental progress identifying open questions for future investigation.
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Affiliation(s)
- Felix Höfling
- Max-Planck-Institut für Intelligente Systeme, Heisenbergstraße 3, 70569 Stuttgart, and Institut für Theoretische Physik IV, Universität Stuttgart, Pfaffenwaldring 57, 70569 Stuttgart, Germany
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23
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Czogalla A, Petrov EP, Kauert DJ, Uzunova V, Zhang Y, Seidel R, Schwille P. Switchable domain partitioning and diffusion of DNA origami rods on membranes. Faraday Discuss 2013; 161:31-43; discussion 113-50. [DOI: 10.1039/c2fd20109g] [Citation(s) in RCA: 63] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
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24
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Unsay JD, García-Sáez AJ. Scanning fluorescence correlation spectroscopy in model membrane systems. Methods Mol Biol 2013; 1033:185-205. [PMID: 23996179 DOI: 10.1007/978-1-62703-487-6_13] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Fluorescence correlation spectroscopy (FCS) is an emerging technique employed in biophysical studies that exploits the temporal autocorrelation of fluorescence intensity fluctuations measured in a tiny volume (in the order of fL). The autocorrelation curve derived from the fluctuations can then be fitted with diffusion models to obtain parameters such as diffusion time and number of particles in the diffusion volume/area. Application of FCS to membranes allows studying membrane component dynamics, which includes mobility and interactions between the components. However, FCS encounters several difficulties like accurate positioning and stability of the setup when applied to membranes. Here, we describe the theoretical basis of point FCS as well as the scanning FCS (SFCS) approach, which is a practical way to address the challenges of FCS with membranes. We also list materials necessary for FCS experiments on two model membrane systems: (1) supported lipid bilayers and (2) giant unilamellar vesicles. Finally, we present simple protocols for the preparation of these model membrane systems, calibration of the microscope setup for FCS, and acquisition and analysis of point FCS and SFCS data so that diffusion coefficients and concentrations of fluorescent probes within lipid membranes can be calculated.
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25
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Brazda P, Szekeres T, Bravics B, Tóth K, Vámosi G, Nagy L. Live-cell fluorescence correlation spectroscopy dissects the role of coregulator exchange and chromatin binding in retinoic acid receptor mobility. J Cell Sci 2011; 124:3631-42. [PMID: 22045737 DOI: 10.1242/jcs.086082] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The retinoic acid receptor (RAR) is a member of the nuclear receptor superfamily. This ligand-inducible transcription factor binds to DNA as a heterodimer with the retinoid X receptor (RXR) in the nucleus. The nucleus is a dynamic compartment and live-cell imaging techniques make it possible to investigate transcription factor action in real-time. We studied the diffusion of EGFP-RAR by fluorescence correlation spectroscopy (FCS) to uncover the molecular interactions determining receptor mobility. In the absence of ligand, we identified two distinct species with different mobilities. The fast component has a diffusion coefficient of D(1)=1.8-6.0 μm(2)/second corresponding to small oligomeric forms, whereas the slow component with D(2)=0.05-0.10 μm(2)/second corresponds to interactions of RAR with the chromatin or other large structures. The RAR ligand-binding-domain fragment also has a slow component, probably as a result of indirect DNA-binding through RXR, with lower affinity than the intact RAR-RXR complex. Importantly, RAR-agonist treatment shifts the equilibrium towards the slow population of the wild-type receptor, but without significantly changing the mobility of either the fast or the slow population. By using a series of mutant forms of the receptor with altered DNA- or coregulator-binding capacity we found that the slow component is probably related to chromatin binding, and that coregulator exchange, specifically the binding of the coactivator complex, is the main determinant contributing to the redistribution of RAR during ligand activation.
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Affiliation(s)
- Peter Brazda
- Department of Biochemistry and Molecular Biology, University of Debrecen, Medical and Health Science Centre, Egyetem ter 1. Debrecen, H-4010, Hungary
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26
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Sahoo H, Schwille P. FRET and FCS--friends or foes? Chemphyschem 2011; 12:532-41. [PMID: 21308943 DOI: 10.1002/cphc.201000776] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2010] [Revised: 01/07/2011] [Indexed: 11/05/2022]
Abstract
Fluorescence correlation spectroscopy (FCS) and Förster resonance energy transfer (FRET) are both scientific concepts that are frequently discussed in the context of single-molecule fluorescence techniques. In contrast to FCS, FRET is strictly not a technique but a photophysical phenomenon, which can be employed in combination with any method that probes fluorescence intensity or lifetime. Thus, the combination of FCS with FRET is possible and—although these concepts are quite often treated as alternative approaches, particularly for the analysis of biological systems—also quite attractive. However, under certain circumstances, for example, for applications of fluorescence cross-correlation spectroscopy, FRET effects can cause significant complications for quantitative data analysis, and careful calibration has to be carried out to avoid FRET-induced artifacts. This can be most elegantly done if alternating excitation schemes such as PIE (pulsed interleaved excitation) are employed. In this minireview, we discuss the potential and the caveats of FCS combined with FRET and give a short record on successful and promising applications.
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Affiliation(s)
- Harekrushna Sahoo
- Department of Biophysics, Biotechnologisches Zentrum, Technische Universität Dresden, Tatzberg 47-49, Dresden 01307, Germany
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27
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Daniels CR, Reznik C, Landes CF. Dye diffusion at surfaces: charge matters. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2010; 26:4807-12. [PMID: 20163084 PMCID: PMC5634710 DOI: 10.1021/la904749z] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
Fluorescence correlation spectroscopy and single molecule burst analysis were used to measure the effects of glass surface interactions on the diffusion of two common fluorescent dyes, one cationic and one anionic. The effects of dye-surface interactions on measured diffusion rates as a function of distance from the surface were investigated. Use of a three-axis piezo stage, combined with reference calibration measurements, enabled the accurate acquisition of surface-distance-dependent transport data. This analysis reveals attractive interactions between the cationic dye and the surface, which significantly alter the extracted diffusion values and persist in the measurements up to 1.0 microm from the surface. The Coulomb attraction between the cationic dye and the surface also results in rare, long-lived association events that lead to irreproducibility in extracted diffusion values. In addition to an assignment of the association lifetime for these events, this paper demonstrates that, if experiments must be performed with cationic probes near a glass surface, the use of solution electrolytes can eliminate deleterious dye-surface interactions, as the dyes were tested in a variety of environments. Finally, our data demonstrate that a better dye choice is an anionic probe, which exhibits no depth dependence of diffusion characteristics above a glass surface.
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Affiliation(s)
| | - Carmen Reznik
- Department of Chemistry, Rice University, Houston, Texas 77251
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28
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García-Sáez AJ, Carrer DC, Schwille P. Fluorescence correlation spectroscopy for the study of membrane dynamics and organization in giant unilamellar vesicles. Methods Mol Biol 2010; 606:493-508. [PMID: 20013417 DOI: 10.1007/978-1-60761-447-0_33] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Fluorescence correlation spectroscopy (FCS) is a powerful technique to study the lateral organization of membranes. It measures fluorescence intensity fluctuations in the single molecule regime and allows the determination of diffusion coefficients. When applied to lipid membranes, their fluidity and lipid phase can be estimated from the diffusion rates of fluorescent particles partitioned to the membrane. Here, we describe the theoretical basis of FCS and discuss the z-scan approach for measurements on lipid membranes. We also list the materials necessary for a FCS experiment on giant unilamellar vesicles (GUVs). Finally, we present simple protocols for the preparation of GUVs and the acquisition and analysis of FCS data on the vesicles, so that diffusion coefficients of fluorescent probes within lipid membranes can be estimated.
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29
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Petrášek Z, Schwille P. Fluctuations as a source of information in fluorescence microscopy. J R Soc Interface 2008. [DOI: 10.1098/rsif.2008.0200.focus] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
Fluctuations in fluorescence spectroscopy and microscopy have traditionally been regarded as noise—they lower the resolution and contrast and do not permit high acquisition rates. However, fluctuations can also be used to gain additional information about a system. This fact has been exploited in single-point microscopic techniques, such as fluorescence correlation spectroscopy and analysis of single molecule trajectories, and also in the imaging field, e.g. in spatio-temporal image correlation spectroscopy. Here, we discuss how fluctuations are used to obtain more quantitative information from the data than that given by average values, while minimizing the effects of noise due to stochastic photon detection.
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Affiliation(s)
- Zdeněk Petrášek
- Biophysics group, Biotechnologisches Zentrum, Technische Universität DresdenTatzberg 47-51, 01307 Dresden, Germany
| | - Petra Schwille
- Biophysics group, Biotechnologisches Zentrum, Technische Universität DresdenTatzberg 47-51, 01307 Dresden, Germany
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