Single-molecule fluorescence microscopy review: shedding new light on old problems

Fluorescence microscopy is an invaluable tool in the biosciences, a genuine workhorse technique offering exceptional contrast in conjunction with high specificity of labelling with relatively minimal perturbation to biological samples compared with many competing biophysical techniques. Improvements in detector and dye technologies coupled to advances in image analysis methods have fuelled recent development towards single-molecule fluorescence microscopy, which can utilize light microscopy tools to enable the faithful detection and analysis of single fluorescent molecules used as reporter tags in biological samples. For example, the discovery of GFP, initiating the so-called ‘green revolution’, has pushed experimental tools in the biosciences to a completely new level of functional imaging of living samples, culminating in single fluorescent protein molecule detection. Today, fluorescence microscopy is an indispensable tool in single-molecule investigations, providing a high signal-to-noise ratio for visualization while still retaining the key features in the physiological context of native biological systems. In this review, we discuss some of the recent discoveries in the life sciences which have been enabled using single-molecule fluorescence microscopy, paying particular attention to the so-called ‘super-resolution’ fluorescence microscopy techniques in live cells, which are at the cutting-edge of these methods. In particular, how these tools can reveal new insights into long-standing puzzles in biology: old problems, which have been impossible to tackle using other more traditional tools until the emergence of new single-molecule fluorescence microscopy techniques.

[1]  Michael W. Davidson,et al.  Photoconversion in orange and red fluorescent proteins , 2009, Nature Methods.

[2]  Elena V. Perevedentseva,et al.  Measurements of submicron structures with the Airyscan laser phase microscope , 1997 .

[3]  Hua Xiao,et al.  Imaging the fate of histone Cse4 reveals de novo replacement in S phase and subsequent stable residence at centromeres , 2014, eLife.

[4]  Mathias Gautel,et al.  The elasticity of single titin molecules using a two-bead optical tweezers assay. , 2004, Biophysical journal.

[5]  D. Kovar,et al.  Actin Age Orchestrates Myosin-5 and Myosin-6 Run Lengths , 2015, Current Biology.

[6]  P. Dottino,et al.  Nuclear Distributions of NUP62 and NUP214 Suggest Architectural Diversity and Spatial Patterning among Nuclear Pore Complexes , 2012, PloS one.

[7]  S. Nishimura,et al.  Both MHC class II and its GPI-anchored form undergo hop diffusion as observed by single-molecule tracking. , 2008, Biophysical journal.

[8]  J. Ortega-Arroyo,et al.  Interferometric scattering microscopy (iSCAT): new frontiers in ultrafast and ultrasensitive optical microscopy. , 2012, Physical chemistry chemical physics : PCCP.

[9]  Xiaolin Nan,et al.  Superresolution Imaging of Clinical Formalin Fixed Paraffin Embedded Breast Cancer with Single Molecule Localization Microscopy , 2017, Scientific Reports.

[10]  J. Kjems,et al.  Single molecule microscopy methods for the study of DNA origami structures , 2011, Microscopy research and technique.

[11]  Mark C Leake,et al.  Mechanical properties of cardiac titin's N2B-region by single-molecule atomic force spectroscopy. , 2006, Journal of structural biology.

[12]  Thomas R Huser,et al.  Three-dimensional structured illumination microscopy of liver sinusoidal endothelial cell fenestrations. , 2010, Journal of structural biology.

[13]  M. Leake,et al.  Force Spectroscopy in Studying Infection. , 2016, Advances in experimental medicine and biology.

[14]  Zachary Thomas,et al.  Single-Molecule Real-Time 3D Imaging of the Transcription Cycle by Modulation Interferometry , 2016, Cell.

[15]  S. Lukyanov,et al.  Tracking intracellular protein movements using photoswitchable fluorescent proteins PS-CFP2 and Dendra2 , 2007, Nature Protocols.

[16]  Nils Norlin,et al.  Breaking the diffraction limit of light-sheet fluorescence microscopy by RESOLFT , 2016, Proceedings of the National Academy of Sciences.

[17]  Eric Betzig Excitation strategies for optical lattice microscopy. , 2005, Optics express.

[18]  C. Mullineaux,et al.  Independent mobility of proteins and lipids in the plasma membrane of Escherichia coli , 2014, Molecular microbiology.

[19]  Ignacio Izeddin,et al.  Single cell correlation fractal dimension of chromatin , 2014, Nucleus.

[20]  N. Billington,et al.  Label-Free, All-Optical Detection, Imaging, and Tracking of a Single Protein , 2014, Nano letters.

[21]  Xiaolin Nan,et al.  Photoactivated Localization Microscopy with Bimolecular Fluorescence Complementation (BiFC-PALM) for Nanoscale Imaging of Protein-Protein Interactions in Cells , 2014, PloS one.

[22]  Daniel Choquet,et al.  The 2014 Nobel Prize in Chemistry: A Large-Scale Prize for Achievements on the Nanoscale , 2014, Neuron.

[23]  O. Shimomura,et al.  Extraction, purification and properties of aequorin, a bioluminescent protein from the luminous hydromedusan, Aequorea. , 1962, Journal of cellular and comparative physiology.

[24]  M. D. Egger,et al.  New Reflected-Light Microscope for Viewing Unstained Brain and Ganglion Cells , 1967, Science.

[25]  S. Hell,et al.  Wide‐field subdiffraction RESOLFT microscopy using fluorescent protein photoswitching , 2007, Microscopy research and technique.

[26]  J. Nyengaard,et al.  Enhanced yellow fluorescent protein photoconversion to a cyan fluorescent protein-like species is sensitive to thermal and diffusion conditions. , 2009, Journal of biomedical optics.

[27]  Mark C. Leake,et al.  The physics of life: one molecule at a time , 2012, Philosophical Transactions of the Royal Society B: Biological Sciences.

[28]  Kiwamu Saito,et al.  Imaging of single fluorescent molecules and individual ATP turnovers by single myosin molecules in aqueous solution , 1995, Nature.

[29]  J. Lippincott-Schwartz,et al.  Development and Use of Fluorescent Protein Markers in Living Cells , 2003, Science.

[30]  Atsushi Miyawaki,et al.  mKikGR, a Monomeric Photoswitchable Fluorescent Protein , 2008, PloS one.

[31]  S. Foster,et al.  Cell wall elongation mode in Gram-negative bacteria is determined by peptidoglycan architecture , 2013, Nature Communications.

[32]  Wesley R. Legant,et al.  Lattice light-sheet microscopy: Imaging molecules to embryos at high spatiotemporal resolution , 2014, Science.

[33]  Richard Nudd,et al.  From Animaculum to single molecules: 300 years of the light microscope , 2015, Open Biology.

[34]  Arnold J. Boersma,et al.  A sensor for quantification of macromolecular crowding in living cells , 2015, Nature Methods.

[35]  Quan Xue,et al.  A novel multiple particle tracking algorithm for noisy in vivo data by minimal path optimization within the spatio-temporal volume , 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

[36]  Yongdeng Zhang,et al.  Rational design of true monomeric and bright photoactivatable fluorescent proteins , 2012, Nature Methods.

[37]  Belinda Bullard,et al.  The elasticity of single kettin molecules using a two‐bead laser‐tweezers assay , 2003, FEBS letters.

[38]  M. Leake,et al.  Experimental approaches for addressing fundamental biological questions in living, functioning cells with single molecule precision , 2012, Open Biology.

[39]  H. Vogel,et al.  A general method for the covalent labeling of fusion proteins with small molecules in vivo , 2003, Nature Biotechnology.

[40]  M. Minsky Memoir on inventing the confocal scanning microscope , 1988 .

[41]  M. Leake,et al.  Functioning Nanomachines Seen in Real-Time in Living Bacteria Using Single-Molecule and Super-Resolution Fluorescence Imaging , 2011, International journal of molecular sciences.

[42]  Mark C Leake,et al.  Multiple sources of passive stress relaxation in muscle fibres. , 2004, Physics in medicine and biology.

[43]  J. Elf,et al.  Single molecule tracking fluorescence microscopy in mitochondria reveals highly dynamic but confined movement of Tom40 , 2011, Scientific reports.

[44]  M. Zimmer GFP: from jellyfish to the Nobel prize and beyond. , 2009, Chemical Society reviews.

[45]  M. Sheetz,et al.  Tracking kinesin-driven movements with nanometre-scale precision , 1988, Nature.

[46]  Carsten Grashoff,et al.  Investigating piconewton forces in cells by FRET-based molecular force microscopy. , 2017, Journal of structural biology.

[47]  Ming Yan,et al.  STAT2 is an essential adaptor in USP18-mediated suppression of type I interferon signaling , 2017, Nature Structural &Molecular Biology.

[48]  Nicole Poulsen,et al.  Establishing super-resolution imaging for proteins in diatom biosilica , 2016, Scientific Reports.

[49]  D. F. Ogletree,et al.  Probing the interaction between single molecules: fluorescence resonance energy transfer between a single donor and a single acceptor , 1996, Summaries of Papers Presented at the Quantum Electronics and Laser Science Conference.

[50]  J. Hohlbein,et al.  A single-molecule FRET sensor for monitoring DNA synthesis in real time. , 2017, Physical chemistry chemical physics : PCCP.

[51]  C. Green,et al.  Analysis of replication factories in human cells by super-resolution light microscopy , 2009, BMC Cell Biology.

[52]  Christian Eggeling,et al.  Nanoscopy of Living Brain Slices with Low Light Levels , 2012, Neuron.

[53]  J. Greve,et al.  Scanning confocal fluorescence microscopy for single molecule analysis of nucleotide excision repair complexes. , 2002, Nucleic acids research.

[54]  J. Armitage,et al.  Single-molecule imaging of electroporated dye-labelled CheY in live Escherichia coli , 2016, Philosophical Transactions of the Royal Society B: Biological Sciences.

[55]  T. Jovanović-Talisman,et al.  Nanoscale Effects of Ethanol and Naltrexone on Protein Organization in the Plasma Membrane Studied by Photoactivated Localization Microscopy (PALM) , 2014, PloS one.

[56]  Jeffrey W. Smith,et al.  Stochastic Gene Expression in a Single Cell , 2022 .

[57]  Andreas Plückthun,et al.  Single-molecule spectroscopy of protein conformational dynamics in live eukaryotic cells , 2015, Nature Methods.

[58]  R. Tsien,et al.  Partitioning of Lipid-Modified Monomeric GFPs into Membrane Microdomains of Live Cells , 2002, Science.

[59]  J. Labastide,et al.  Single Molecule Investigation of Kinesin-1 Motility Using Engineered Microtubule Defects , 2017, Scientific Reports.

[60]  Mark C Leake,et al.  Are Escherichia coli OXPHOS complexes concentrated in specialized zones within the plasma membrane? , 2008, Biochemical Society transactions.

[61]  X. Xie,et al.  Single-molecule enzymatic dynamics. , 1998, Science.

[62]  M. Leake,et al.  Single-Molecule Narrow-Field Microscopy of Protein-DNA Binding Dynamics in Glucose Signal Transduction of Live Yeast Cells. , 2016, Methods in molecular biology.

[63]  Mark C. Leake,et al.  Biophysics: Tools and Techniques , 2016 .

[64]  S W Hell,et al.  Confocal microscopy with an increased detection aperture: type-B 4Pi confocal microscopy. , 1994, Optics letters.

[65]  Akihiro Kusumi,et al.  Confined diffusion of transmembrane proteins and lipids induced by the same actin meshwork lining the plasma membrane , 2016, Molecular biology of the cell.

[66]  B. Rotman,et al.  Measurement of activity of single molecules of beta-D-galactosidase. , 1961, Proceedings of the National Academy of Sciences of the United States of America.

[67]  Toshio Yanagida,et al.  Single-molecule imaging of EGFR signalling on the surface of living cells , 2000, Nature Cell Biology.

[68]  Yufan He,et al.  Manipulating protein conformations by single-molecule AFM-FRET nanoscopy. , 2012, ACS nano.

[69]  Elizabeth D. Covington,et al.  Single-molecule analysis of diffusion and trapping of STIM1 and Orai1 at endoplasmic reticulum–plasma membrane junctions , 2014, Molecular biology of the cell.

[70]  Chang‐Deng Hu,et al.  Visualization of interactions among bZIP and Rel family proteins in living cells using bimolecular fluorescence complementation. , 2002, Molecular cell.

[71]  Treadmilling by FtsZ filaments drives peptidoglycan synthesis and bacterial cell division , 2016, bioRxiv.

[72]  Belinda Bullard,et al.  The molecular elasticity of the insect flight muscle proteins projectin and kettin. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[73]  Christian Eggeling,et al.  rsEGFP2 enables fast RESOLFT nanoscopy of living cells , 2012, eLife.

[74]  Th. Förster Energiewanderung und Fluoreszenz , 1946 .

[75]  Daniel L. Farkas,et al.  Enhancement of axial resolution in fluorescence microscopy by standing-wave excitation , 1993, Nature.

[76]  Roger Y. Tsien,et al.  Improved green fluorescence , 1995, Nature.

[77]  Michael W. Davidson,et al.  mMaple: A Photoconvertible Fluorescent Protein for Use in Multiple Imaging Modalities , 2012, PloS one.

[78]  George Gabriel Stokes,et al.  Mathematical and Physical Papers: Abstract of a paper “On the Change of Refrangibility of Light” , 2009 .

[79]  K. Sott,et al.  Optical systems for single cell analyses , 2008, Expert opinion on drug discovery.

[80]  Julio M Fernandez,et al.  Simultaneous atomic force microscope and fluorescence measurements of protein unfolding using a calibrated evanescent wave. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[81]  Carlos Bustamante,et al.  Single-molecule in vivo imaging of bacterial respiratory complexes indicates delocalized oxidative phosphorylation. , 2014, Biochimica et biophysica acta.

[82]  R Y Tsien,et al.  Wavelength mutations and posttranslational autoxidation of green fluorescent protein. , 1994, Proceedings of the National Academy of Sciences of the United States of America.

[83]  Wesley R. Legant,et al.  High density three-dimensional localization microscopy across large volumes , 2016, Nature Methods.

[84]  D. Sherratt,et al.  In Vivo Architecture and Action of Bacterial Structural Maintenance of Chromosome Proteins , 2012, Science.

[85]  J. Armitage,et al.  The maximum number of torque-generating units in the flagellar motor of Escherichia coli is at least 11. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[86]  N. Beerenwinkel,et al.  αV-class integrins exert dual roles on α5β1 integrins to strengthen adhesion to fibronectin , 2017, Nature Communications.

[87]  Philipp Kukura,et al.  Structural dynamics of myosin 5 during processive motion revealed by interferometric scattering microscopy , 2015, eLife.

[88]  Xiaolin Nan,et al.  Ras-GTP dimers activate the Mitogen-Activated Protein Kinase (MAPK) pathway , 2015, Proceedings of the National Academy of Sciences.

[89]  M. Ueda,et al.  Video-rate confocal microscopy for single-molecule imaging in live cells and superresolution fluorescence imaging. , 2012, Biophysical journal.

[90]  Scott D. Hansen,et al.  VASP is a processive actin polymerase that requires monomeric actin for barbed end association , 2010, The Journal of cell biology.

[91]  D. Axelrod Cell-substrate contacts illuminated by total internal reflection fluorescence , 1981, The Journal of cell biology.

[92]  D. Sherratt,et al.  Stoichiometry and Architecture of Active DNA Replication Machinery in Escherichia coli , 2010, Science.

[93]  R. Cross,et al.  Label-free Imaging of Microtubules with Sub-nm Precision Using Interferometric Scattering Microscopy. , 2016, Biophysical journal.

[94]  G. G. Stokes On the Change of Refrangibility of Light , 1852 .

[95]  D. Dwyre,et al.  Structured Illumination-Based Super-Resolution Optical Microscopy for Hemato- and Cyto-Pathology Applications , 2013, Analytical cellular pathology.

[96]  Joe W. Gray,et al.  Single-molecule superresolution imaging allows quantitative analysis of RAF multimer formation and signaling , 2013, Proceedings of the National Academy of Sciences.

[97]  Jiri Bartek,et al.  Dynamics and Organization of Cortical Microtubules as Revealed by Superresolution Structured Illumination Microscopy1[W] , 2014, Plant Physiology.

[98]  Philip Tinnefeld,et al.  Single-molecule four-color FRET visualizes energy-transfer paths on DNA origami. , 2011, Journal of the American Chemical Society.

[100]  S. Weisenburger,et al.  Cryogenic optical localization provides 3D protein structure data with Angstrom resolution , 2017, Nature Methods.

[101]  A. Miyawaki,et al.  An optical marker based on the UV-induced green-to-red photoconversion of a fluorescent protein , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[102]  Atsushi Miyawaki,et al.  Semi‐rational engineering of a coral fluorescent protein into an efficient highlighter , 2005, EMBO reports.

[103]  Ho Min Kim,et al.  Dynamic lipopolysaccharide transfer cascade to TLR4/MD2 complex via LBP and CD14 , 2017, BMB reports.

[104]  Marjeta Urh,et al.  HaloTag: a novel protein labeling technology for cell imaging and protein analysis. , 2008, ACS chemical biology.

[105]  Scott D. Hansen,et al.  Cytoplasmic actin: purification and single molecule assembly assays. , 2013, Methods in molecular biology.

[106]  A. MacKenzie,et al.  Neuronal apoptosis inhibitory protein (NAIP) localizes to the cytokinetic machinery during cell division , 2017, Scientific Reports.

[107]  Vladislav V Verkhusha,et al.  Monomeric fluorescent timers that change color from blue to red report on cellular trafficking. , 2009, Nature chemical biology.

[108]  N. Hirokawa,et al.  Kinesin superfamily motor proteins and intracellular transport , 2009, Nature Reviews Molecular Cell Biology.

[109]  Pedro M. Matos,et al.  Quantitative imaging of endosome acidification and single retrovirus fusion with distinct pools of early endosomes , 2012, Proceedings of the National Academy of Sciences.

[110]  H. Leonhardt,et al.  A guide to super-resolution fluorescence microscopy , 2010, The Journal of cell biology.

[111]  R. Hochstrasser,et al.  Wide-field subdiffraction imaging by accumulated binding of diffusing probes , 2006, Proceedings of the National Academy of Sciences.

[112]  S. Manley,et al.  High throughput 3D super-resolution microscopy reveals Caulobacter crescentus in vivo Z-ring organization , 2014, Proceedings of the National Academy of Sciences.

[113]  J. Wiedenmann,et al.  EosFP, a fluorescent marker protein with UV-inducible green-to-red fluorescence conversion. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[114]  Michael A Thompson,et al.  Super-resolution imaging in live Caulobacter crescentus cells using photoswitchable EYFP , 2008, Nature Methods.

[115]  Michael D. Mason,et al.  Ultra-high resolution imaging by fluorescence photoactivation localization microscopy. , 2006, Biophysical journal.

[116]  G. Rosser,et al.  Signal-dependent turnover of the bacterial flagellar switch protein FliM , 2010, Proceedings of the National Academy of Sciences.

[117]  W. Elsasser,et al.  Outline of a theory of cellular heterogeneity. , 1984, Proceedings of the National Academy of Sciences of the United States of America.

[118]  S. Casares,et al.  Two-Step Amyloid Aggregation: Sequential Lag Phase Intermediates , 2017, Scientific Reports.

[119]  R. Berry,et al.  Variable stoichiometry of the TatA component of the twin-arginine protein transport system observed by in vivo single-molecule imaging , 2008, Proceedings of the National Academy of Sciences.

[120]  Mark C Leake,et al.  Localisation and interactions of the Vipp1 protein in cyanobacteria , 2014, Molecular microbiology.

[121]  Kevin Burrage,et al.  Inferring diffusion in single live cells at the single-molecule level , 2012, Philosophical Transactions of the Royal Society B: Biological Sciences.

[122]  X. Xi,et al.  Single-molecule studies reveal reciprocating of WRN helicase core along ssDNA during DNA unwinding , 2017, Scientific Reports.

[123]  Yi Lin,et al.  Visualizing the endocytic and exocytic processes of wheat germ agglutinin by quantum dot-based single-particle tracking. , 2011, Biomaterials.

[124]  Yiping Cui,et al.  Imaging and Intracellular Tracking of Cancer-Derived Exosomes Using Single-Molecule Localization-Based Super-Resolution Microscope. , 2016, ACS applied materials & interfaces.

[125]  F. Simmel,et al.  Single-molecule kinetics and super-resolution microscopy by fluorescence imaging of transient binding on DNA origami. , 2010, Nano letters.

[126]  X. Zhuang,et al.  Superresolution Imaging of Chemical Synapses in the Brain , 2010, Neuron.

[127]  W. Webb,et al.  Mobility measurement by analysis of fluorescence photobleaching recovery kinetics. , 1976, Biophysical journal.

[128]  H. Sitte,et al.  Tracking single serotonin transporter molecules at the endoplasmic reticulum and plasma membrane. , 2014, Biophysical Journal.

[129]  P. Schneider,et al.  Astrocyte-to-neuron communication through integrin-engaged Thy-1/CBP/Csk/Src complex triggers neurite retraction via the RhoA/ROCK pathway. , 2017, Biochimica et biophysica acta. Molecular cell research.

[130]  J. Gelles,et al.  Single-molecule studies of actin assembly and disassembly factors. , 2014, Methods in enzymology.

[131]  D. Higgins,et al.  Fluorescence Recovery after Photobleaching and Single-Molecule Tracking Measurements of Anisotropic Diffusion within Identical Regions of a Cylinder-Forming Diblock Copolymer Film. , 2015, Analytical chemistry.

[132]  P. Ferraro,et al.  Super-resolution in digital holography by a two-dimensional dynamic phase grating. , 2008, Optics express.

[133]  D. Bramhill,et al.  Bacterial cell division. , 1997, Annual review of cell and developmental biology.

[134]  P. Kukura,et al.  Kinetics of nucleotide-dependent structural transitions in the kinesin-1 hydrolysis cycle , 2015, Proceedings of the National Academy of Sciences.

[135]  A. Jablonski Efficiency of Anti-Stokes Fluorescence in Dyes , 1933 .

[136]  I. Huhtaniemi,et al.  Single Molecule Analysis of Functionally Asymmetric G Protein-coupled Receptor (GPCR) Oligomers Reveals Diverse Spatial and Structural Assemblies*♦ , 2014, The Journal of Biological Chemistry.

[137]  Dylan T Burnette,et al.  Bayesian localisation microscopy reveals nanoscale podosome dynamics , 2011, Nature Methods.

[138]  A. Jabłoński,et al.  Efficiency of Anti-Stokes Fluorescence in Dyes , 1933, Nature.

[139]  Sonja Nowotschin,et al.  Use of KikGR a photoconvertible green-to-red fluorescent protein for cell labeling and lineage analysis in ES cells and mouse embryos , 2009, BMC Developmental Biology.

[140]  Mark C Leake,et al.  Clustering and dynamics of cytochrome bd‐I complexes in the Escherichia coli plasma membrane in vivo , 2008, Molecular microbiology.

[141]  M C Leake,et al.  Analytical tools for single-molecule fluorescence imaging in cellulo. , 2014, Physical chemistry chemical physics : PCCP.

[142]  Michio Homma,et al.  Direct observation of steps in rotation of the bacterial flagellar motor , 2005, Nature.

[143]  Mark C Leake,et al.  Single-Molecule Observation of DNA Replication Repair Pathways in E. coli. , 2016, Advances in experimental medicine and biology.

[144]  A. Verkman,et al.  Aquaporin-4 dynamics in orthogonal arrays in live cells visualized by quantum dot single particle tracking. , 2008, Molecular biology of the cell.

[145]  Boris Rotman,et al.  MEASUREMENT OF ACTIVITY OF SINGLE MOLECULES OF β-D-GALACTOSIDASE , 1961 .

[146]  M. Urban,et al.  Comparative performance of airyscan and structured illumination superresolution microscopy in the study of the surface texture and 3D shape of pollen , 2018, Microscopy research and technique.

[147]  Michael J Rust,et al.  Sub-diffraction-limit imaging by stochastic optical reconstruction microscopy (STORM) , 2006, Nature Methods.

[148]  E. C. Schirmer,et al.  Single-point single-molecule FRAP distinguishes inner and outer nuclear membrane protein distribution , 2016, Nature Communications.

[149]  Kami Kim,et al.  Bright and stable near infra-red fluorescent protein for in vivo imaging , 2011, Nature Biotechnology.

[150]  Samrat Mukhopadhyay,et al.  Single-molecule biophysics: at the interface of biology, physics and chemistry , 2008, Journal of The Royal Society Interface.

[151]  T. Kuner,et al.  3D d STORM Imaging of Fixed Brain Tissue. , 2017, Methods in molecular biology.

[152]  Ben Ovryn,et al.  Tracking surface glycans on live cancer cells with single-molecule sensitivity. , 2015, Angewandte Chemie.

[153]  Using Fluorescence Recovery After Photobleaching (FRAP) to Study Dynamics of the Structural Maintenance of Chromosome (SMC) Complex In Vivo. , 2016, Methods in molecular biology.

[154]  M. Leake Shining the spotlight on functional molecular complexes , 2010, Communicative & integrative biology.

[155]  Y. Shechtman,et al.  Three-Dimensional Localization of Single Molecules for Super-Resolution Imaging and Single-Particle Tracking. , 2017, Chemical reviews.

[156]  R. Zoncu,et al.  PhotoGate microscopy to track single molecules in crowded environments , 2016, Nature Communications.

[157]  Hywel Morgan,et al.  Rapid rotation of micron and submicron dielectric particles measured using optical tweezers , 2003 .

[158]  J. Lichtman,et al.  Fluorescence Microscopy: Super-Resolution and other Novel Techniques , 2014 .

[159]  M. Leake,et al.  Superresolution imaging of single DNA molecules using stochastic photoblinking of minor groove and intercalating dyes. , 2015, Methods.

[160]  J. Reindl,et al.  Chromatin organization revealed by nanostructure of irradiation induced γH2AX, 53BP1 and Rad51 foci , 2017, Scientific Reports.

[161]  Robert J. Chichester,et al.  Single Molecules Observed by Near-Field Scanning Optical Microscopy , 1993, Science.

[162]  A. Houtsmuller,et al.  Quantitation of Glucocorticoid Receptor DNA-Binding Dynamics by Single-Molecule Microscopy and FRAP , 2014, PloS one.

[163]  Stephen W. Paddock,et al.  Confocal Microscopy , 2019, Methods in Molecular Biology.

[164]  M. Leake,et al.  Single-molecule studies of the dynamics and interactions of bacterial OXPHOS complexes. , 2015, Biochimica et biophysica acta.

[165]  Dense small molecule labeling enables activator-dependent STORM by proximity mapping , 2016, Histochemistry and Cell Biology.

[166]  Johannes B. Woehrstein,et al.  Multiplexed 3D Cellular Super-Resolution Imaging with DNA-PAINT and Exchange-PAINT , 2014, Nature Methods.

[167]  M. Leake,et al.  Developing a New Biophysical Tool to Combine Magneto-Optical Tweezers with Super-Resolution Fluorescence Microscopy , 2015, 1506.06913.

[168]  J. Elf,et al.  Nanometer resolution imaging and tracking of fluorescent molecules with minimal photon fluxes , 2016, Science.

[169]  Stephan Uphoff,et al.  Frequent exchange of the DNA polymerase during bacterial chromosome replication , 2017, eLife.

[170]  M. Leake,et al.  Designing a Single-Molecule Biophysics Tool for Characterising DNA Damage for Techniques that Kill Infectious Pathogens Through DNA Damage Effects. , 2016, Advances in experimental medicine and biology.

[171]  M. Leake,et al.  Probing DNA interactions with proteins using a single-molecule toolbox: inside the cell, in a test tube and in a computer. , 2015, Biochemical Society transactions.

[172]  M. Leake,et al.  Millisecond single-molecule localization microscopy combined with convolution analysis and automated image segmentation to determine protein concentrations in complexly structured, functional cells, one cell at a time. , 2015, Faraday discussions.

[173]  G. Wadhams,et al.  Millisecond timescale slimfield imaging and automated quantification of single fluorescent protein molecules for use in probing complex biological processes. , 2009, Integrative biology : quantitative biosciences from nano to macro.

[174]  M. Leake Single-Molecule Cellular Biophysics , 2013 .

[175]  Yong Wang,et al.  Super-resolution digital holographic imaging method , 2002 .

[176]  Daniel S. Terry,et al.  Engineering a Prototypic P-type ATPase Listeria monocytogenes Ca(2+)-ATPase 1 for Single-Molecule FRET Studies. , 2016, Bioconjugate chemistry.

[177]  G. Franck Open access , 2012, Cell cycle.

[178]  S. E. Reece,et al.  High-speed holographic microscopy of malaria parasites reveals ambidextrous flagellar waveforms , 2013, Proceedings of the National Academy of Sciences.

[179]  Laurent A Bentolila,et al.  Features of endogenous cardiomyocyte chromatin revealed by super-resolution STED microscopy. , 2012, Journal of molecular and cellular cardiology.

[180]  Stefan Hohmann,et al.  The yeast Mig1 transcriptional repressor is dephosphorylated by glucose-dependent and -independent mechanisms , 2017, FEMS microbiology letters.

[181]  Samuel J. Lord,et al.  Three-dimensional, single-molecule fluorescence imaging beyond the diffraction limit by using a double-helix point spread function , 2009, Proceedings of the National Academy of Sciences.

[182]  G. Wnek,et al.  Encyclopedia of biomaterials and biomedical engineering , 2008 .

[183]  J. Vaughan,et al.  Single-Molecule Electrochemistry on a Porous Silica-Coated Electrode. , 2017, Journal of the American Chemical Society.

[184]  C. Dekker,et al.  Dynamics of DNA Supercoils , 2012, Science.

[185]  M. Leake,et al.  Single molecule experimentation in biological physics: exploring the living component of soft condensed matter one molecule at a time , 2011, Journal of physics. Condensed matter : an Institute of Physics journal.

[186]  P. Kukura,et al.  Interferometric Scattering Microscopy. , 2019, Annual review of physical chemistry.

[187]  G. Wadhams,et al.  Stoichiometry and turnover in single, functioning membrane protein complexes , 2006, Nature.

[188]  Nick S. Jones,et al.  A general approach for segmenting elongated and stubby biological objects: Extending a chord length transform with the Radon transform , 2010, 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

[189]  M. Falk,et al.  Green-to-red photoconvertible fluorescent proteins: tracking cell and protein dynamics on standard wide-field mercury arc-based microscopes , 2010, BMC Cell Biology.

[190]  J. Sellers,et al.  Interferometric Scattering Microscopy for the Study of Molecular Motors. , 2016, Methods in enzymology.

[191]  S. Bell,et al.  Mechanism and Timing of Mcm2–7 Ring Closure During DNA Replication Origin Licensing , 2017, Nature Structural &Molecular Biology.

[192]  S. Hussain An Introduction to Fluorescence Resonance Energy Transfer (FRET) , 2009, 0908.1815.

[193]  Steven A. Soper,et al.  Detection of single fluorescent molecules , 1990 .

[194]  H. Rubin,et al.  The significance of biological heterogeneity , 1990, Cancer and Metastasis Reviews.

[196]  J. Lippincott-Schwartz,et al.  Interferometric fluorescent super-resolution microscopy resolves 3D cellular ultrastructure , 2009, Proceedings of the National Academy of Sciences.

[197]  Thomas D Pollard,et al.  Single Molecule Kinetic Analysis of Actin Filament Capping , 2007, Journal of Biological Chemistry.

[198]  D. P. Fromm,et al.  Methods of single-molecule fluorescence spectroscopy and microscopy , 2003 .

[199]  H. Sitte,et al.  Direct PIP2 binding mediates stable oligomer formation of the serotonin transporter , 2017, Nature Communications.