1
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Knappe GA, Wamhoff EC, Bathe M. Functionalizing DNA origami to investigate and interact with biological systems. NATURE REVIEWS. MATERIALS 2023; 8:123-138. [PMID: 37206669 PMCID: PMC10191391 DOI: 10.1038/s41578-022-00517-x] [Citation(s) in RCA: 32] [Impact Index Per Article: 32.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/11/2022] [Indexed: 05/21/2023]
Abstract
DNA origami has emerged as a powerful method to generate DNA nanostructures with dynamic properties and nanoscale control. These nanostructures enable complex biophysical studies and the fabrication of next-generation therapeutic devices. For these applications, DNA origami typically needs to be functionalized with bioactive ligands and biomacromolecular cargos. Here, we review methods developed to functionalize, purify, and characterize DNA origami nanostructures. We identify remaining challenges, such as limitations in functionalization efficiency and characterization. We then discuss where researchers can contribute to further advance the fabrication of functionalized DNA origami.
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Affiliation(s)
- Grant A. Knappe
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, United States of America
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, United States of America
- Address correspondence to or
| | - Eike-Christian Wamhoff
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, United States of America
| | - Mark Bathe
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, United States of America
- Address correspondence to or
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2
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Riera R, Archontakis E, Cremers G, de Greef T, Zijlstra P, Albertazzi L. Precision and Accuracy of Receptor Quantification on Synthetic and Biological Surfaces Using DNA-PAINT. ACS Sens 2023; 8:80-93. [PMID: 36655822 PMCID: PMC9887648 DOI: 10.1021/acssensors.2c01736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Characterization of the number and distribution of biological molecules on 2D surfaces is of foremost importance in biology and biomedicine. Synthetic surfaces bearing recognition motifs are a cornerstone of biosensors, while receptors on the cell surface are critical/vital targets for the treatment of diseases. However, the techniques used to quantify their abundance are qualitative or semi-quantitative and usually lack sensitivity, accuracy, or precision. Detailed herein a simple and versatile workflow based on super-resolution microscopy (DNA-PAINT) was standardized to improve the quantification of the density and distribution of molecules on synthetic substrates and cell membranes. A detailed analysis of accuracy and precision of receptor quantification is presented, based on simulated and experimental data. We demonstrate enhanced accuracy and sensitivity by filtering out non-specific interactions and artifacts. While optimizing the workflow to provide faithful counting over a broad range of receptor densities. We validated the workflow by specifically quantifying the density of docking strands on a synthetic sensor surface and the densities of PD1 and EGF receptors (EGFR) on two cellular models.
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Affiliation(s)
- Roger Riera
- Department
of Biomedical Engineering, Institute for Complex Molecular Systems
(ICMS), Eindhoven University of Technology, P.O. Box 513, Eindhoven5600 MB, Netherlands
| | - Emmanouil Archontakis
- Department
of Biomedical Engineering, Institute for Complex Molecular Systems
(ICMS), Eindhoven University of Technology, P.O. Box 513, Eindhoven5600 MB, Netherlands
| | - Glenn Cremers
- Laboratory
of Chemical Biology and Institute for Complex Molecular Systems, Eindhoven University of Technology, P.O. Box 513, Eindhoven5600 MB, The Netherlands,Computational
Biology Group, Department of Biomedical Engineering, Eindhoven University of Technology,
P.O. Box 513, Eindhoven5600 MB, The Netherlands
| | - Tom de Greef
- Laboratory
of Chemical Biology and Institute for Complex Molecular Systems, Eindhoven University of Technology, P.O. Box 513, Eindhoven5600 MB, The Netherlands,Computational
Biology Group, Department of Biomedical Engineering, Eindhoven University of Technology,
P.O. Box 513, Eindhoven5600 MB, The Netherlands,Institute
for Molecules and Materials, Radboud University, Heyendaalseweg 135, AJ Nijmegen6525, The Netherlands
| | - Peter Zijlstra
- Department
of Applied Physics and Institute for Complex Molecular Systems, Eindhoven University of Technology, P.O. Box 513, Eindhoven5600 MB, The Netherlands,
| | - Lorenzo Albertazzi
- Department
of Biomedical Engineering, Institute for Complex Molecular Systems
(ICMS), Eindhoven University of Technology, P.O. Box 513, Eindhoven5600 MB, Netherlands,Nanoscopy
for Nanomedicine, Institute for Bioengineering
of Catalonia, Barcelona08028, Spain,
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3
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Farrell MV, Nunez AC, Yang Z, Pérez-Ferreros P, Gaus K, Goyette J. Protein-PAINT: Superresolution microscopy with signaling proteins. Sci Signal 2022; 15:eabg9782. [PMID: 35104163 DOI: 10.1126/scisignal.abg9782] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Superresolution techniques have advanced our understanding of complex cellular structures and processes but require the attachment of fluorophores to targets through tags or antibodies, which can be bulky and result in underlabeling. To overcome these limitations, we developed a technique to visualize the nanoscale binding locations of signaling proteins by taking advantage of their native interaction domains. Here, we demonstrated that pPAINT (protein point accumulation in nanoscale topography) is a new, single-molecule localization microscopy (SMLM) technique and used it to investigate T cell signaling by visualizing the Src homology 2 (SH2) domain, which is common in signaling molecules. When SH2 domain-containing proteins relocate to the plasma membrane, the domains selectively, transiently, and reversibly bind to preferred phosphorylated tyrosine residues on receptors. This transient binding yields the stochastic blinking events necessary for SMLM when observed with total internal reflection microscopy and enables quantification of binding coefficients in intact cells. We used pPAINT to reveal the binding sites of several T cell receptor-proximal signaling molecules, including Zap70, PI3K, Grb2, Syk, Eat2, and SHP2, and showed that the probes could be multiplexed. We showed that the binding half-life of the tandem SH2 domain of PI3K correlated with binding site cluster size at the immunological synapses of T cells, but that longer binding lifetimes were associated with smaller clusters for the monovalent SH2 domain of Eat2. These results demonstrate the potential of pPAINT for investigating phosphotyrosine-mediated signaling processes at the plasma membrane.
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Affiliation(s)
- Megan V Farrell
- EMBL Australia Node in Single Molecule Science, School of Medical Sciences, University of New South Wales, Sydney, Australia
| | - Andrea C Nunez
- EMBL Australia Node in Single Molecule Science, School of Medical Sciences, University of New South Wales, Sydney, Australia
| | - Zhengmin Yang
- EMBL Australia Node in Single Molecule Science, School of Medical Sciences, University of New South Wales, Sydney, Australia
| | - Pablo Pérez-Ferreros
- EMBL Australia Node in Single Molecule Science, School of Medical Sciences, University of New South Wales, Sydney, Australia
| | - Katharina Gaus
- EMBL Australia Node in Single Molecule Science, School of Medical Sciences, University of New South Wales, Sydney, Australia
| | - Jesse Goyette
- EMBL Australia Node in Single Molecule Science, School of Medical Sciences, University of New South Wales, Sydney, Australia
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4
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Stein J, Stehr F, Jungmann R, Schwille P. Calibration-free counting of low molecular copy numbers in single DNA-PAINT localization clusters. BIOPHYSICAL REPORTS 2021; 1:100032. [PMID: 36425461 PMCID: PMC9680712 DOI: 10.1016/j.bpr.2021.100032] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 11/04/2021] [Indexed: 06/16/2023]
Abstract
Single-molecule localization microscopy (SMLM) has revolutionized light microscopy by enabling optical resolution down to a few nanometer. Yet, localization precision commonly does not suffice to visually resolve single subunits in molecular assemblies or multimeric complexes. Because each targeted molecule contributes localizations during image acquisition, molecular counting approaches to reveal the target copy numbers within localization clusters have been persistently proposed since the early days of SMLM, most of which rely on preliminary knowledge of the dye photophysics or on a calibration to a reference. Previously, we developed localization-based fluorescence correlation spectroscopy (lbFCS) as an absolute ensemble counting approach for the SMLM-variant DNA-PAINT (points accumulation for imaging in nanoscale topography), for the first time, to our knowledge, circumventing the necessity for reference calibrations. Here, we present an extended concept termed lbFCS+, which allows absolute counting of copy numbers for individual localization clusters in a single DNA-PAINT image. In lbFCS+, absolute counting of fluorescent loci contained in individual nanoscopic volumes is achieved via precise measurement of the local hybridization rates of the fluorescently labeled oligonucleotides ("imagers") employed in DNA-PAINT imaging. In proof-of-principle experiments on DNA origami nanostructures, we demonstrate the ability of lbFCS+ to truthfully determine molecular copy numbers and imager association and dissociation rates in well-separated localization clusters containing up to 10 docking strands. For N ≤ 4 target molecules, lbFCS+ is even able to resolve integers, providing the potential to study the composition of up to tetrameric molecular complexes. Furthermore, we show that lbFCS+ allows resolving heterogeneous binding dynamics, enabling the distinction of stochastically generated and a priori indistinguishable DNA assemblies. Beyond advancing quantitative DNA-PAINT imaging, we believe that lbFCS+ could find promising applications ranging from biosensing to DNA computing.
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Affiliation(s)
- Johannes Stein
- Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Florian Stehr
- Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Ralf Jungmann
- Max Planck Institute of Biochemistry, Martinsried, Germany
- Faculty of Physics, Ludwig Maximilian University, Munich, Germany
| | - Petra Schwille
- Max Planck Institute of Biochemistry, Martinsried, Germany
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5
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Pan V, Wang W, Heaven I, Bai T, Cheng Y, Chen C, Ke Y, Wei B. Monochromatic Fluorescent Barcodes Hierarchically Assembled from Modular DNA Origami Nanorods. ACS NANO 2021; 15:15892-15901. [PMID: 34570467 DOI: 10.1021/acsnano.1c03796] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
With the rapid advancement of fluorescence microscopy, there is a growing interest in the multiplexed detection and identification of various bioanalytes (e.g., nucleic acids and proteins) for efficient sample processing and analysis. We introduce in this work a simple and robust method to provide combinations for micrometer-scale fluorescent DNA barcodes of hierarchically assembled DNA origami superstructures for multiplexed molecular probing. In addition to optically resolvable dots, we placed fluorescent loci on adjacent origami within the diffraction limit of each other, rendering them as unresolvable bars of measurable lengths. We created a basic set of barcodes and trained a machine learning algorithm to process and identify individual barcodes from raw images with high accuracy. Moreover, we demonstrated that the number of combinations can be increased exponentially by generating longer barcodes, by controlling the number of incorporated fluorophores to create multiple levels of fluorescence intensity, and by employing super-resolution imaging. To showcase the readiness of the barcodes for applications, we used our barcodes to capture and identify target nucleic acid sequences and for simultaneous multiplexed characterization of binding kinetics of several orthogonal complementary nucleic acids.
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Affiliation(s)
- Victor Pan
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia 30322, United States
- Department of Biomedical Engineering, Peking University, Beijing 100871, China
| | - Wen Wang
- School of Life Sciences, Tsinghua University-Peking University Center for Life Sciences, Center for Synthetic and Systems Biology, Tsinghua University, Beijing 100084, China
| | - Ian Heaven
- School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, Georgia 30322, United States
| | - Tanxi Bai
- School of Life Sciences, Tsinghua University-Peking University Center for Life Sciences, Center for Synthetic and Systems Biology, Tsinghua University, Beijing 100084, China
| | - Yongxin Cheng
- School of Life Sciences, Beijing Advanced Innovation Center for Structural Biology; Beijing Frontier Research Center for Biological Structure, Tsinghua University, Beijing 100084, China
| | - Chunlai Chen
- School of Life Sciences, Beijing Advanced Innovation Center for Structural Biology; Beijing Frontier Research Center for Biological Structure, Tsinghua University, Beijing 100084, China
| | - Yonggang Ke
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia 30322, United States
| | - Bryan Wei
- School of Life Sciences, Tsinghua University-Peking University Center for Life Sciences, Center for Synthetic and Systems Biology, Tsinghua University, Beijing 100084, China
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6
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Chakkarapani SK, Lee S, Kang SH. Ultrasensitive Capsaicin Sensor Based on Endogenous Single‐Molecule Fluorophore Enhancement and Quenching Interface on Gold Nanoislands. B KOREAN CHEM SOC 2021. [DOI: 10.1002/bkcs.12369] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Affiliation(s)
- Suresh Kumar Chakkarapani
- Department of Applied Chemistry and Institute of Natural Sciences Kyung Hee University Yongin‐si 17104 South Korea
| | - Seungah Lee
- Department of Applied Chemistry and Institute of Natural Sciences Kyung Hee University Yongin‐si 17104 South Korea
| | - Seong Ho Kang
- Department of Applied Chemistry and Institute of Natural Sciences Kyung Hee University Yongin‐si 17104 South Korea
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7
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Pramanik S, Khamari L, Mukherjee S. Differentiating a Least-Stable Single Nucleotide Mismatch in DNA Via Metal Ion-Mediated Base Pairing and Using Thioflavin T as an Extrinsic Fluorophore. J Phys Chem Lett 2021; 12:2547-2554. [PMID: 33683888 DOI: 10.1021/acs.jpclett.1c00146] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Monitoring the DNA dynamics in solution has great potential to develop new nucleic acid-based sensors and devices. With spectroscopic approaches, both at the ensemble average and single-molecule resolution, this study is directed to differentiate a single nucleotide mismatch (SNM) via a metal ion-stabilized mismatched base-pairing (C-Ag+-C/C-Cu2+-T) (C = cytosine, T = thymine) and site-selective extrinsic fluorophore, specifically, Thioflavin T (ThT). This is the first approach of its kind where dynamic quantities like molecular diffusion coefficients and diffusion times have been utilized to distinguish the least-stable SNM (CC & CT) formed by the most discriminating nucleobase, specifically, cytosine in a 20-mer duplex DNA. Additionally, this work also quantifies metal ions (Ag+ and Cu2+) at lower concentrations using fluorescence correlation spectroscopy. Our results can provide greater molecular-level insights into the mismatch-dependent metal-DNA interactions and also illuminate ThT as a new fluorophore to monitor the dynamics involved in DNA-metal composites.
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Affiliation(s)
- Srikrishna Pramanik
- Department of Chemistry, Indian Institute of Science Education and Research Bhopal, Bhopal Bypass Road, Bhopal 462066, Madhya Pradesh, India
| | - Laxmikanta Khamari
- Department of Chemistry, Indian Institute of Science Education and Research Bhopal, Bhopal Bypass Road, Bhopal 462066, Madhya Pradesh, India
| | - Saptarshi Mukherjee
- Department of Chemistry, Indian Institute of Science Education and Research Bhopal, Bhopal Bypass Road, Bhopal 462066, Madhya Pradesh, India
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8
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Fu X, Sompol P, Brandon JA, Norris CM, Wilkop T, Johnson LA, Richards CI. In Vivo Single-Molecule Detection of Nanoparticles for Multiphoton Fluorescence Correlation Spectroscopy to Quantify Cerebral Blood Flow. NANO LETTERS 2020; 20:6135-6141. [PMID: 32628854 PMCID: PMC8405275 DOI: 10.1021/acs.nanolett.0c02280] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
We present the application of multiphoton in vivo fluorescence correlation spectroscopy (FCS) of fluorescent nanoparticles for the measurement of cerebral blood flow with excellent spatial and temporal resolution. Through the detection of single nanoparticles within the complex vessel architecture of a live mouse, this new approach enables the quantification of nanoparticle dynamics occurring within the vasculature along with simultaneous measurements of blood flow properties in the brain. In addition to providing high resolution blood flow measurements, this approach enables real-time quantification of nanoparticle concentration, degradation, and transport. This method is capable of quantifying flow rates at each pixel with submicron resolution to enable monitoring of dynamic changes in flow rates in response to changes in the animal's physiological condition. Scanning the excitation beam using FCS provides pixel by pixel mapping of flow rates with subvessel resolution across capillaries 300 μm deep in the brains of mice.
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Affiliation(s)
- Xu Fu
- Department of Chemistry, University of Kentucky, Lexington, Kentucky 40506, United States
| | - Pradoldej Sompol
- Sanders-Brown Center on Aging, University of Kentucky, Lexington, Kentucky 40536, United States
| | - Jason A Brandon
- Department of Physiology, University of Kentucky, Lexington, Kentucky 40536, United States
| | - Christopher M Norris
- Sanders-Brown Center on Aging, University of Kentucky, Lexington, Kentucky 40536, United States
| | - Thomas Wilkop
- Light Microscopy Core, University of Kentucky, Lexington, Kentucky 40536, United States
| | - Lance A Johnson
- Sanders-Brown Center on Aging, University of Kentucky, Lexington, Kentucky 40536, United States
- Department of Physiology, University of Kentucky, Lexington, Kentucky 40536, United States
| | - Christopher I Richards
- Department of Chemistry, University of Kentucky, Lexington, Kentucky 40506, United States
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9
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Stein J, Stehr F, Schueler P, Blumhardt P, Schueder F, Mücksch J, Jungmann R, Schwille P. Toward Absolute Molecular Numbers in DNA-PAINT. NANO LETTERS 2019; 19:8182-8190. [PMID: 31535868 PMCID: PMC6856960 DOI: 10.1021/acs.nanolett.9b03546] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 09/16/2019] [Indexed: 05/17/2023]
Abstract
Single-molecule localization microscopy (SMLM) has revolutionized optical microscopy, extending resolution down to the level of individual molecules. However, the actual counting of molecules relies on preliminary knowledge of the blinking behavior of individual targets or on a calibration to a reference. In particular for biological applications, great care has to be taken because a plethora of factors influence the quality and applicability of calibration-dependent approaches to count targets in localization clusters particularly in SMLM data obtained from heterogeneous samples. Here, we present localization-based fluorescence correlation spectroscopy (lbFCS) as the first absolute molecular counting approach for DNA-points accumulation for imaging in nanoscale topography (PAINT) microscopy and, to our knowledge, for SMLM in general. We demonstrate that lbFCS overcomes the limitation of previous DNA-PAINT counting and allows the quantification of target molecules independent of the localization cluster density. In accordance with the promising results of our systematic proof-of-principle study on DNA origami structures as idealized targets, lbFCS could potentially also provide quantitative access to more challenging biological targets featuring heterogeneous cluster sizes in the future.
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Affiliation(s)
- Johannes Stein
- Max
Planck Institute of Biochemistry, 82152 Martinsried, Germany
| | - Florian Stehr
- Max
Planck Institute of Biochemistry, 82152 Martinsried, Germany
| | - Patrick Schueler
- Max
Planck Institute of Biochemistry, 82152 Martinsried, Germany
| | | | - Florian Schueder
- Max
Planck Institute of Biochemistry, 82152 Martinsried, Germany
- Faculty
of Physics, Ludwig Maximilian University, 80539 Munich, Germany
| | - Jonas Mücksch
- Max
Planck Institute of Biochemistry, 82152 Martinsried, Germany
| | - Ralf Jungmann
- Max
Planck Institute of Biochemistry, 82152 Martinsried, Germany
- Faculty
of Physics, Ludwig Maximilian University, 80539 Munich, Germany
| | - Petra Schwille
- Max
Planck Institute of Biochemistry, 82152 Martinsried, Germany
- E-mail:
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10
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Sehayek S, Gidi Y, Glembockyte V, Brandão HB, François P, Cosa G, Wiseman PW. A High-Throughput Image Correlation Method for Rapid Analysis of Fluorophore Photoblinking and Photobleaching Rates. ACS NANO 2019; 13:11955-11966. [PMID: 31513377 DOI: 10.1021/acsnano.9b06033] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Super-resolution fluorescence imaging based on localization microscopy requires tuning the photoblinking properties of fluorescent dyes employed. Missing is a rapid way to analyze the blinking rates of the fluorophore probes. Herein we present an ensemble autocorrelation technique for rapidly and simultaneously measuring photoblinking and bleaching rate constants from a microscopy image time series of fluorescent probes that is significantly faster than individual single-molecule trajectory analysis approaches. Our method is accurate for probe densities typically encountered in single-molecule studies as well as for higher density systems which cannot be analyzed by standard single-molecule techniques. We also show that we can resolve characteristic blinking times that are faster than camera detector exposure times, which cannot be accessed by threshold-based single-molecule approaches due to aliasing. We confirm this through computer simulation and single-molecule imaging data of DNA-Cy5 complexes. Finally, we demonstrate that with sufficient sampling our technique can accurately recover rates from stochastic optical reconstruction microscopy super-resolution data.
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Affiliation(s)
- Simon Sehayek
- Department of Physics , McGill University , Montreal , QC , Canada H3A 2T8
| | - Yasser Gidi
- Department of Chemistry , McGill University , Montreal , QC , Canada H3A 0B8
| | | | - Hugo B Brandão
- Department of Physics , McGill University , Montreal , QC , Canada H3A 2T8
| | - Paul François
- Department of Physics , McGill University , Montreal , QC , Canada H3A 2T8
| | - Gonzalo Cosa
- Department of Chemistry , McGill University , Montreal , QC , Canada H3A 0B8
| | - Paul W Wiseman
- Department of Physics , McGill University , Montreal , QC , Canada H3A 2T8
- Department of Chemistry , McGill University , Montreal , QC , Canada H3A 0B8
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11
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Su D, Hou Y, Dong C, Ren J. Fluctuation correlation spectroscopy and its applications in homogeneous analysis. Anal Bioanal Chem 2019; 411:4523-4540. [DOI: 10.1007/s00216-019-01884-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Revised: 04/12/2019] [Accepted: 04/29/2019] [Indexed: 12/11/2022]
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12
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Shah S, Dubey AK, Reif J. Programming Temporal DNA Barcodes for Single-Molecule Fingerprinting. NANO LETTERS 2019; 19:2668-2673. [PMID: 30896178 DOI: 10.1021/acs.nanolett.9b00590] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Fluorescence microscopy enables simultaneous observation of the dynamics of single molecules in a large region of interest. Most traditional techniques employ either the geometry or the color of single molecules to uniquely identify (or barcode) different species of interest. However, these techniques require complex sample preparation and multicolor hardware setup. In this work, we introduce a time-based amplification-free single-molecule barcoding technique using easy-to-design nucleic acid strands. A dye-labeled complementary reporter strand transiently binds to the programmed nucleic acid strands to emit temporal intensity signals. We program the DNA strands to emit uniquely identifiable temporal signals for molecular-scale fingerprinting. Since the reporters bind transiently to DNA devices, our method offers relative immunity to photobleaching. We use a single universal reporter strand for all DNA devices making our design extremely cost-effective. We show DNA strands can be programmed for generating a multitude of uniquely identifiable molecular barcodes. Our technique can be easily incorporated with the existing orthogonal methods that use wavelength or geometry to generate a large pool of distinguishable molecular barcodes thereby enhancing the overall multiplexing capabilities of single-molecule imaging.
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Affiliation(s)
| | - Abhishek K Dubey
- Computational Sciences and Engineering Division, Health Data Sciences Institute , Oak Ridge National Lab , Oak Ridge , Tennessee 37831 , United States
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13
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Stehr F, Stein J, Schueder F, Schwille P, Jungmann R. Flat-top TIRF illumination boosts DNA-PAINT imaging and quantification. Nat Commun 2019; 10:1268. [PMID: 30894522 PMCID: PMC6426843 DOI: 10.1038/s41467-019-09064-6] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Accepted: 02/19/2019] [Indexed: 11/09/2022] Open
Abstract
Super-resolution (SR) techniques have extended the optical resolution down to a few nanometers. However, quantitative treatment of SR data remains challenging due to its complex dependence on a manifold of experimental parameters. Among the different SR variants, DNA-PAINT is relatively straightforward to implement, since it achieves the necessary ‘blinking’ without the use of rather complex optical or chemical activation schemes. However, it still suffers from image and quantification artifacts caused by inhomogeneous optical excitation. Here we demonstrate that several experimental challenges can be alleviated by introducing a segment-wise analysis approach and ultimately overcome by implementing a flat-top illumination profile for TIRF microscopy using a commercially-available beam-shaping device. The improvements with regards to homogeneous spatial resolution and precise kinetic information over the whole field-of-view were quantitatively assayed using DNA origami and cell samples. Our findings open the door to high-throughput DNA-PAINT studies with thus far unprecedented accuracy for quantitative data interpretation. The use of TIRF microscopy for DNA-PAINT experiments is limited by inhomogeneous illumination. Here the authors show that quantitative analysis of single-molecule TIRF experiments can be improved by using a segment-wise analysis approach and overcome by using a beam-shaping device to give a flat-top illumination profile.
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Affiliation(s)
- Florian Stehr
- Max Planck Institute of Biochemistry, 82152, Martinsried, Munich, Germany
| | - Johannes Stein
- Max Planck Institute of Biochemistry, 82152, Martinsried, Munich, Germany
| | - Florian Schueder
- Max Planck Institute of Biochemistry, 82152, Martinsried, Munich, Germany.,Faculty of Physics and Center for Nanoscience, Ludwig Maximilian University, 80539, Munich, Germany
| | - Petra Schwille
- Max Planck Institute of Biochemistry, 82152, Martinsried, Munich, Germany.
| | - Ralf Jungmann
- Max Planck Institute of Biochemistry, 82152, Martinsried, Munich, Germany. .,Faculty of Physics and Center for Nanoscience, Ludwig Maximilian University, 80539, Munich, Germany.
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14
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Abstract
Understanding the cellular basis of human health and disease requires the spatial resolution of microscopy and the molecular-level details provided by spectroscopy. This review highlights imaging methods at the intersection of microscopy and spectroscopy with applications in cell biology. Imaging methods are divided into three broad categories: fluorescence microscopy, label-free approaches, and imaging tools that can be applied to multiple imaging modalities. Just as these imaging methods allow researchers to address new biological questions, progress in biological sciences will drive the development of new imaging methods. We highlight four topics in cell biology that illustrate the need for new imaging tools: nanoparticle-cell interactions, intracellular redox chemistry, neuroscience, and the increasing use of spheroids and organoids. Overall, our goal is to provide a brief overview of individual imaging methods and highlight recent advances in the use of microscopy for cell biology.
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Affiliation(s)
- Joshua D Morris
- School of Science and Technology, Georgia Gwinnett College, Lawrenceville, Georgia 30043, USA
| | - Christine K Payne
- Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina 27708, USA;
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15
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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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DNA-Based Super-Resolution Microscopy: DNA-PAINT. Genes (Basel) 2018; 9:genes9120621. [PMID: 30544986 PMCID: PMC6315775 DOI: 10.3390/genes9120621] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2018] [Revised: 12/02/2018] [Accepted: 12/03/2018] [Indexed: 12/19/2022] Open
Abstract
Super-resolution microscopies, such as single molecule localization microscopy (SMLM), allow the visualization of biomolecules at the nanoscale. The requirement to observe molecules multiple times during an acquisition has pushed the field to explore methods that allow the binding of a fluorophore to a target. This binding is then used to build an image via points accumulation for imaging nanoscale topography (PAINT), which relies on the stochastic binding of a fluorescent ligand instead of the stochastic photo-activation of a permanently bound fluorophore. Recently, systems that use DNA to achieve repeated, transient binding for PAINT imaging have become the cutting edge in SMLM. Here, we review the history of PAINT imaging, with a particular focus on the development of DNA-PAINT. We outline the different variations of DNA-PAINT and their applications for imaging of both DNA origamis and cellular proteins via SMLM. Finally, we reflect on the current challenges for DNA-PAINT imaging going forward.
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Sonal, Ganzinger KA, Vogel SK, Mücksch J, Blumhardt P, Schwille P. Myosin-II activity generates a dynamic steady state with continuous actin turnover in a minimal actin cortex. J Cell Sci 2018; 132:jcs.219899. [PMID: 30538127 DOI: 10.1242/jcs.219899] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Accepted: 10/16/2018] [Indexed: 01/24/2023] Open
Abstract
Dynamic reorganization of the actomyosin cytoskeleton allows fast modulation of the cell surface, which is vital for many cellular functions. Myosin-II motors generate the forces required for this remodeling by imparting contractility to actin networks. However, myosin-II activity might also have a more indirect contribution to cytoskeletal dynamics; it has been proposed that myosin activity increases actin turnover in various cellular contexts, presumably by enhancing disassembly. In vitro reconstitution of actomyosin networks has confirmed the role of myosin in actin network disassembly, but the reassembly of actin in these assays was limited by factors such as diffusional constraints and the use of stabilized actin filaments. Here, we present the reconstitution of a minimal dynamic actin cortex, where actin polymerization is catalyzed on the membrane in the presence of myosin-II activity. We demonstrate that myosin activity leads to disassembly and redistribution in this simplified cortex. Consequently, a new dynamic steady state emerges in which the actin network undergoes constant turnover. Our findings suggest a multifaceted role of myosin-II in the dynamics of the eukaryotic actin cortex. This article has an associated First Person interview with the first author of the paper.
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Affiliation(s)
- Sonal
- Max Planck Institute of Biochemistry, 82152 Martinsried, Germany
| | | | - Sven K Vogel
- Max Planck Institute of Biochemistry, 82152 Martinsried, Germany
| | - Jonas Mücksch
- Max Planck Institute of Biochemistry, 82152 Martinsried, Germany
| | | | - Petra Schwille
- Max Planck Institute of Biochemistry, 82152 Martinsried, Germany
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Blumhardt P, Stein J, Mücksch J, Stehr F, Bauer J, Jungmann R, Schwille P. Photo-Induced Depletion of Binding Sites in DNA-PAINT Microscopy. Molecules 2018; 23:molecules23123165. [PMID: 30513691 PMCID: PMC6321339 DOI: 10.3390/molecules23123165] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Revised: 11/26/2018] [Accepted: 11/29/2018] [Indexed: 11/25/2022] Open
Abstract
The limited photon budget of fluorescent dyes is the main limitation for localization precision in localization-based super-resolution microscopy. Points accumulation for imaging in nanoscale topography (PAINT)-based techniques use the reversible binding of fluorophores and can sample a single binding site multiple times, thus elegantly circumventing the photon budget limitation. With DNA-based PAINT (DNA-PAINT), resolutions down to a few nanometers have been reached on DNA-origami nanostructures. However, for long acquisition times, we find a photo-induced depletion of binding sites in DNA-PAINT microscopy that ultimately limits the quality of the rendered images. Here we systematically investigate the loss of binding sites in DNA-PAINT imaging and support the observations with measurements of DNA hybridization kinetics via surface-integrated fluorescence correlation spectroscopy (SI-FCS). We do not only show that the depletion of binding sites is clearly photo-induced, but also provide evidence that it is mainly caused by dye-induced generation of reactive oxygen species (ROS). We evaluate two possible strategies to reduce the depletion of binding sites: By addition of oxygen scavenging reagents, and by the positioning of the fluorescent dye at a larger distance from the binding site.
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Affiliation(s)
- Philipp Blumhardt
- Cellular and Molecular Biophysics, Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Martinsried, Germany.
| | - Johannes Stein
- Cellular and Molecular Biophysics, Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Martinsried, Germany.
| | - Jonas Mücksch
- Cellular and Molecular Biophysics, Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Martinsried, Germany.
| | - Florian Stehr
- Cellular and Molecular Biophysics, Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Martinsried, Germany.
| | - Julian Bauer
- Cellular and Molecular Biophysics, Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Martinsried, Germany.
| | - Ralf Jungmann
- Molecular Imaging and Bionanotechnology, Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Martinsried, Germany.
- Department of Physics and Center for Nanoscience, Ludwig Maximilian University, Geschwister-Scholl-Platz 1, 80539 Munich, Germany.
| | - Petra Schwille
- Cellular and Molecular Biophysics, Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Martinsried, Germany.
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The MinDE system is a generic spatial cue for membrane protein distribution in vitro. Nat Commun 2018; 9:3942. [PMID: 30258191 PMCID: PMC6158289 DOI: 10.1038/s41467-018-06310-1] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Accepted: 08/10/2018] [Indexed: 01/01/2023] Open
Abstract
The E. coli MinCDE system has become a paradigmatic reaction-diffusion system in biology. The membrane-bound ATPase MinD and ATPase-activating protein MinE oscillate between the cell poles followed by MinC, thus positioning the main division protein FtsZ at midcell. Here we report that these energy-consuming MinDE oscillations may play a role beyond constraining MinC/FtsZ localization. Using an in vitro reconstitution assay, we show that MinDE self-organization can spatially regulate a variety of functionally completely unrelated membrane proteins into patterns and gradients. By concentration waves sweeping over the membrane, they induce a direct net transport of tightly membrane-attached molecules. That the MinDE system can spatiotemporally control a much larger set of proteins than previously known, may constitute a MinC-independent pathway to division site selection and chromosome segregation. Moreover, the here described phenomenon of active transport through a traveling diffusion barrier may point to a general mechanism of spatiotemporal regulation in cells.
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Niederauer C, Blumhardt P, Mücksch J, Heymann M, Lambacher A, Schwille P. Direct characterization of the evanescent field in objective-type total internal reflection fluorescence microscopy. OPTICS EXPRESS 2018; 26:20492-20506. [PMID: 30119359 DOI: 10.1364/oe.26.020492] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Accepted: 07/08/2018] [Indexed: 05/22/2023]
Abstract
Total internal reflection fluorescence (TIRF) microscopy is a commonly used method for studying fluorescently labeled molecules in close proximity to a surface. Usually, the TIRF axial excitation profile is assumed to be single-exponential with a characteristic penetration depth, governed by the incident angle of the excitation laser beam towards the optical axis. However, in practice, the excitation profile does not only comprise the theoretically predicted single-exponential evanescent field, but also an additional non-evanescent contribution, supposedly caused by scattering within the optical path or optical aberrations. We developed a calibration slide to directly characterize the TIRF excitation field. Our slide features ten height steps ranging from 25 to 550 nanometers, fabricated from a polymer with a refractive index matching that of water. Fluorophores in aqueous solution above the polymer step layers sample the excitation profile at different heights. The obtained excitation profiles confirm the theoretically predicted exponential decay over increasing step heights as well as the presence of a non-evanescent contribution.
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