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Gandhi SA, Sanders MA, Granneman JG, Kelly CV. Four-color fluorescence cross-correlation spectroscopy with one laser and one camera. BIOMEDICAL OPTICS EXPRESS 2023; 14:3812-3827. [PMID: 37497523 PMCID: PMC10368031 DOI: 10.1364/boe.486937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 04/14/2023] [Accepted: 04/18/2023] [Indexed: 07/28/2023]
Abstract
The diffusion and reorganization of phospholipids and membrane-associated proteins are fundamental for cellular function. Fluorescence cross-correlation spectroscopy (FCCS) measures diffusion and molecular interactions at nanomolar concentration in biological systems. We have developed an economical method to simultaneously monitor diffusion and complexation with the use of super-continuum laser and spectral deconvolution from a single detector. Customizable excitation wavelengths were chosen from the wide-band source and spectral fitting of the emitted light revealed the interactions for up to four chromatically overlapping fluorophores simultaneously. This method was applied to perform four-color FCCS that we demonstrated with polystyrene nanoparticles, lipid vesicles, and membrane-bound molecules. Up to four individually customizable excitation channels were selected from the broad-spectrum fiber laser to excite the diffusers within a diffraction-limited spot. The fluorescence emission passed through a cleanup filter and a dispersive prism prior to being collected by a sCMOS or EMCCD camera with up to 1.8 kHz frame rates. The emission intensity versus time of each fluorophore was extracted through a linear least-square fitting of each camera frame and temporally correlated via custom software. Auto- and cross-correlation functions enabled the measurement of the diffusion rates and binding partners. We have measured the induced aggregation of nanobeads and lipid vesicles in solution upon increasing the buffer salinity. Because of the adaptability of investigating four fluorophores simultaneously with a cost-effective method, this technique will have wide application for examining macromolecular complex formation in model and living systems.
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Affiliation(s)
- Sonali A. Gandhi
- Department of Physics and Astronomy, Wayne State University, Detroit, MI 48201, USA
| | - Matthew A. Sanders
- Center for Molecular Medicine and Genetics, School of Medicine, Wayne State University, Detroit, MI 40201, USA
| | - James G. Granneman
- Center for Molecular Medicine and Genetics, School of Medicine, Wayne State University, Detroit, MI 40201, USA
- Center for Integrative Metabolic and Endocrine Research, School of Medicine, Wayne State University, Detroit, MI 48201, USA
| | - Christopher V. Kelly
- Department of Physics and Astronomy, Wayne State University, Detroit, MI 48201, USA
- Center for Integrative Metabolic and Endocrine Research, School of Medicine, Wayne State University, Detroit, MI 48201, USA
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Gandhi SA, Sanders MA, Granneman JG, Kelly CV. Four-color fluorescence cross-correlation spectroscopy with one laser and one camera. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.30.526256. [PMID: 36778294 PMCID: PMC9915509 DOI: 10.1101/2023.01.30.526256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
The diffusion and reorganization of phospholipids and membrane-associated proteins are fundamental for cellular function. Fluorescence cross-correlation spectroscopy (FCCS) measures the diffusion and molecular interactions at nanomolar concentration in biological systems. We have developed a novel, economical method to simultaneously monitor diffusion and oligomerization with the use of super-continuum laser and spectral deconvolution from a single detector. Customizable excitation wavelengths were chosen from the wide-band source and spectral fitting of the emitted light revealed the interactions for up to four spectrally overlapping fluorophores simultaneously. This method was applied to perform four-color FCCS, as demonstrated with polystyrene nanoparticles, lipid vesicles, and membrane-bound molecules. Up to four individually customizable excitation channels were selected from the broad-spectrum fiber laser to excite the diffusers within a diffraction-limited spot. The fluorescence emission passed through a cleanup filter and a dispersive prism prior to being collected by a sCMOS or EMCCD camera with up to 10 kHz frame rates. The emission intensity versus time of each fluorophore was extracted through a linear least-square fitting of each camera frame and temporally correlated via custom software. Auto- and cross-correlation functions enabled the measurement of the diffusion rates and binding partners. We have measured the induced aggregation of nanobeads and lipid vesicles in solution upon increasing the buffer salinity. Because of the adaptability of investigating four fluorophores simultaneously with a cost-effective method, this technique will have wide application for examining complex homo- and heterooligomerization in model and living systems.
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Affiliation(s)
- Sonali A. Gandhi
- Department of Physics and Astronomy, Wayne State University, Detroit, MI, USA, 48201
| | - Matthew A. Sanders
- Center for Molecular Medicine and Genetics, School of Medicine, Wayne State University, Detroit, MI, USA, 40201
| | - James G. Granneman
- Center for Molecular Medicine and Genetics, School of Medicine, Wayne State University, Detroit, MI, USA, 40201,Center for Integrative Metabolic and Endocrine Research, School of Medicine, Wayne State University, Detroit, MI, USA. 48201
| | - Christopher V. Kelly
- Department of Physics and Astronomy, Wayne State University, Detroit, MI, USA, 48201,Center for Integrative Metabolic and Endocrine Research, School of Medicine, Wayne State University, Detroit, MI, USA. 48201,Corresponding author:
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Schrimpf W, Lemmens V, Smisdom N, Ameloot M, Lamb DC, Hendrix J. Crosstalk-free multicolor RICS using spectral weighting. Methods 2018; 140-141:97-111. [DOI: 10.1016/j.ymeth.2018.01.022] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Revised: 01/15/2018] [Accepted: 01/30/2018] [Indexed: 11/16/2022] Open
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Imaging fluorescence (cross-) correlation spectroscopy in live cells and organisms. Nat Protoc 2015; 10:1948-74. [DOI: 10.1038/nprot.2015.100] [Citation(s) in RCA: 127] [Impact Index Per Article: 14.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Abdul Rahim NA, Pelet S, Mofrad MRK, So PTC, Kamm RD. Quantifying intracellular protein binding thermodynamics during mechanotransduction based on FRET spectroscopy. Methods 2014; 66:208-21. [PMID: 24184188 PMCID: PMC4094350 DOI: 10.1016/j.ymeth.2013.10.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2013] [Revised: 09/24/2013] [Accepted: 10/12/2013] [Indexed: 11/29/2022] Open
Abstract
Mechanical force modulates myriad cellular functions including migration, alignment, proliferation, and gene transcription. Mechanotransduction, the transmission of mechanical forces and its translation into biochemical signals, may be mediated by force induced protein conformation changes, subsequently modulating protein signaling. For the paxillin and focal adhesion kinase interaction, we demonstrate that force-induced changes in protein complex conformation, dissociation constant, and binding Gibbs free energy can be quantified by lifetime-resolved fluorescence energy transfer microscopy combined with intensity imaging calibrated by fluorescence correlation spectroscopy. Comparison with in vitro data shows that this interaction is allosteric in vivo. Further, spatially resolved imaging and inhibitor assays show that this protein interaction and its mechano-sensitivity are equal in the cytosol and in the focal adhesions complexes indicating that the mechano-sensitivity of this interaction must be mediated by soluble factors but not based on protein tyrosine phosphorylation.
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Affiliation(s)
- Nur Aida Abdul Rahim
- Department of Mechanical Engineering, Massachusetts Institute of Technology, 77 Mass Ave., Cambridge, MA 02139, United states
| | - Serge Pelet
- Department of Biological Engineering, Massachusetts Institute of Technology, 77 Mass Ave., Cambridge, MA 02139, United States; Department of Fundamental Microbiology, University of Lausanne, Biophore Building, Room 2406, CH-1015 Lausanne, Switzerland
| | - Mohammad R K Mofrad
- Department of Bioengineering, University of California Berkeley, 306 Stanley Hall MC #1762, Berkeley, CA 94720-1762, United States
| | - Peter T C So
- Department of Mechanical Engineering, Massachusetts Institute of Technology, 77 Mass Ave., Cambridge, MA 02139, United states; Department of Biological Engineering, Massachusetts Institute of Technology, 77 Mass Ave., Cambridge, MA 02139, United States; Laser Biomedical Research Center, A NIH NIBIB Research Resource, Massachusetts Institute of Technology, 77 Mass Ave., Cambridge, MA 02139, United States.
| | - Roger D Kamm
- Department of Mechanical Engineering, Massachusetts Institute of Technology, 77 Mass Ave., Cambridge, MA 02139, United states; Department of Biological Engineering, Massachusetts Institute of Technology, 77 Mass Ave., Cambridge, MA 02139, United States
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Anthony NR, Berland KM. τFCS: multi-method global analysis enhances resolution and sensitivity in fluorescence fluctuation measurements. PLoS One 2014; 9:e90456. [PMID: 24587370 PMCID: PMC3938748 DOI: 10.1371/journal.pone.0090456] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2013] [Accepted: 02/03/2014] [Indexed: 11/18/2022] Open
Abstract
Fluorescence fluctuation methods have become invaluable research tools for characterizing the molecular-level physical and chemical properties of complex systems, such as molecular concentrations, dynamics, and the stoichiometry of molecular interactions. However, information recovery via curve fitting analysis of fluctuation data is complicated by limited resolution and challenges associated with identifying accurate fit models. We introduce a new approach to fluorescence fluctuation spectroscopy that couples multi-modal fluorescence measurements with multi-modal global curve fitting analysis. This approach yields dramatically enhanced resolution and fitting model discrimination capabilities in fluctuation measurements. The resolution enhancement allows the concentration of a secondary species to be accurately measured even when it constitutes only a few percent of the molecules within a sample mixture, an important new capability that will allow accurate measurements of molecular concentrations and interaction stoichiometry of minor sample species that can be functionally important but difficult to measure experimentally. We demonstrate this capability using τFCS, a new fluctuation method which uses simultaneous global analysis of fluorescence correlation spectroscopy and fluorescence lifetime data, and show that τFCS can accurately recover the concentrations, diffusion coefficients, lifetimes, and molecular brightness values for a two component mixture over a wide range of relative concentrations.
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Affiliation(s)
- Neil R. Anthony
- Department of Physics, Emory University, Atlanta, Georgia, United States of America
| | - Keith M. Berland
- Department of Physics, Emory University, Atlanta, Georgia, United States of America
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Benda A, Kapusta P, Hof M, Gaus K. Fluorescence spectral correlation spectroscopy (FSCS) for probes with highly overlapping emission spectra. OPTICS EXPRESS 2014; 22:2973-2988. [PMID: 24663589 DOI: 10.1364/oe.22.002973] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
We present a fluorescence correlation spectroscopy (FCS) approach to obtain spectral cross-talk free auto- and cross-correlation functions for probes with highly overlapping emission spectra. Confocal microscopes with either a hyperspectral EM-CCD or six-channel PMT array spectral detection were used, followed by a photon filtering correlation approach that results in spectral unmixing. The method is highly sensitive and can distinguish between Atto488 and Oregon Green 488 signals so that auto-correlation curves can be fitted without the need for cross-talk correction. We also applied the approach to the membrane dye Laurdan whose emission is dependent on the lipid order within the bilayer. With fluorescence spectral correlation spectroscopy (FSCS), we could obtain spectral cross-talk free auto- and cross-correlation functions corresponding to Laurdan located in liquid ordered and liquid disordered phases.
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Ishii K, Tahara T. Two-Dimensional Fluorescence Lifetime Correlation Spectroscopy. 1. Principle. J Phys Chem B 2013; 117:11414-22. [DOI: 10.1021/jp406861u] [Citation(s) in RCA: 62] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Kunihiko Ishii
- Molecular Spectroscopy Laboratory, RIKEN, 2-1 Hirosawa, Wako , Saitama 351-0198, Japan
| | - Tahei Tahara
- Molecular Spectroscopy Laboratory, RIKEN, 2-1 Hirosawa, Wako , Saitama 351-0198, Japan
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Blades ML, Grekova E, Wobma HM, Chen K, Chan WCW, Cramb DT. Three-Color Fluorescence Cross-Correlation Spectroscopy for Analyzing Complex Nanoparticle Mixtures. Anal Chem 2012; 84:9623-31. [DOI: 10.1021/ac302572k] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Megan L. Blades
- Department of Chemistry, University of Calgary, 2500 University Drive NW, T3A
0J1, Calgary, Alberta, Canada
| | - Ekaterina Grekova
- Department of Chemistry, University of Calgary, 2500 University Drive NW, T3A
0J1, Calgary, Alberta, Canada
| | - Holly M. Wobma
- Department of Chemistry, University of Calgary, 2500 University Drive NW, T3A
0J1, Calgary, Alberta, Canada
| | - Kun Chen
- Institute of Biomaterials and
Biomedical Engineering, Donnelly Centre for Cellular and Biomolecular
Research, Chemistry, Materials Science and Engineering, and Chemical
Engineering, University of Toronto, 160
College Street, Toronto, Ontario, Canada M5S 3E1
| | - Warren C. W. Chan
- Institute of Biomaterials and
Biomedical Engineering, Donnelly Centre for Cellular and Biomolecular
Research, Chemistry, Materials Science and Engineering, and Chemical
Engineering, University of Toronto, 160
College Street, Toronto, Ontario, Canada M5S 3E1
| | - David T. Cramb
- Department of Chemistry, University of Calgary, 2500 University Drive NW, T3A
0J1, Calgary, Alberta, Canada
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Bestvater F, Seghiri Z, Kang MS, Gröner N, Lee JY, Im KB, Wachsmuth M. EMCCD-based spectrally resolved fluorescence correlation spectroscopy. OPTICS EXPRESS 2010; 18:23818-23828. [PMID: 21164726 DOI: 10.1364/oe.18.023818] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
We present an implementation of fluorescence correlation spectroscopy with spectrally resolved detection based on a combined commercial confocal laser scanning/fluorescence correlation spectroscopy microscope. We have replaced the conventional detection scheme by a prism-based spectrometer and an electron-multiplying charge-coupled device camera used to record the photons. This allows us to read out more than 80,000 full spectra per second with a signal-to-noise ratio and a quantum efficiency high enough to allow single photon counting. We can identify up to four spectrally different quantum dots in vitro and demonstrate that spectrally resolved detection can be used to characterize photophysical properties of fluorophores by measuring the spectral dependence of quantum dot fluorescence emission intermittence. Moreover, we can confirm intracellular cross-correlation results as acquired with a conventional setup and show that spectral flexibility can help to optimize the choice of the detection windows.
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Affiliation(s)
- Felix Bestvater
- Cell Biophysics Group, Institut Pasteur Korea, Sampyeong-dong 696, Bundang-gu, Seongnam-si, Gyeonggi-do, Republic of Korea
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Roach CA, Neal SL. Numerical correction of detector channel cross-talk using full-spectrum fluorescence correlation spectroscopy. APPLIED SPECTROSCOPY 2010; 64:1145-1153. [PMID: 20925985 DOI: 10.1366/000370210792973479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
Fluorescence correlation spectroscopy (FCS) uses fluctuations in the fluorescence collected from a small illuminated volume to measure dynamic processes of fluorophores. In traditional FCS, spectral overlap produces cross-talk in dedicated detector channels, undermining the accuracy of measurements of molecular interactions. Here, the experimental realization of full-spectrum fluorescence correlation spectroscopy is described and coupled with multivariate data analysis to numerically correct detector cross-talk, isolating spectra and fluctuation traces of mixture components in spite of overlap. Application of this methodology is illustrated using the measurement of the diffusion constant of labeled polystyrene in hydroxypropyl cellulose in the presence of a persistent dye. Additionally, the results show that full-spectrum FCS with multivariate analysis can isolate and characterize signals from unanticipated sample components.
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Affiliation(s)
- Carol A Roach
- University of Delaware, Dept. of Chemistry and Biochemistry, Brown Laboratory, 163 The Green, Newark, Delaware 19716, USA
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