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Zhang Q, Li J, Pan X, Liu X, Gai H. Low-Numerical Aperture Microscope Objective Boosted by Liquid-Immersed Dielectric Microspheres for Quantum Dot-Based Digital Immunoassays. Anal Chem 2021; 93:12848-12853. [PMID: 34520178 DOI: 10.1021/acs.analchem.1c02709] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Quantum dot (QD)-based digital immunoassays play an important role in ultrasensitive biomarker detection. However, the requirement of an objective with a high numerical aperture (NA) limits the application of this immunoassay. Here, high-quality imaging of massive single-QDs was achieved by the combination of an air objective (20×/0.4 NA) and liquid-immersed microspheres (150 μm, n = 2.2). The signal-to-noise ratio was comparable to that of a 100×/1.4 NA oil objective. Digital analysis of prostate-specific antigen (PSA) was performed within the dynamic range of 0-50 ng/mL and a limit of detection of 0.17 ng/mL. The measured serum data from the PSA were close to the values provided by a hospital. Using a low-magnification and low-NA objective may reduce the barrier of microscopy miniaturization and is beneficial to popularize biomolecular digital analysis.
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Affiliation(s)
- Qingquan Zhang
- Jiangsu Key Laboratory of Green Synthesis for Functional Materials, School of Chemistry and Materials Science, Jiangsu Normal University, Xuzhou, Jiangsu 221116, China
| | - Jiajia Li
- Jiangsu Key Laboratory of Green Synthesis for Functional Materials, School of Chemistry and Materials Science, Jiangsu Normal University, Xuzhou, Jiangsu 221116, China
| | - Xiaoyan Pan
- Department of Laboratory Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, China
| | - Xiaojun Liu
- Jiangsu Key Laboratory of Green Synthesis for Functional Materials, School of Chemistry and Materials Science, Jiangsu Normal University, Xuzhou, Jiangsu 221116, China
| | - Hongwei Gai
- Jiangsu Key Laboratory of Green Synthesis for Functional Materials, School of Chemistry and Materials Science, Jiangsu Normal University, Xuzhou, Jiangsu 221116, China
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Chen Z, Deán-Ben XL, Gottschalk S, Razansky D. Performance of optoacoustic and fluorescence imaging in detecting deep-seated fluorescent agents. BIOMEDICAL OPTICS EXPRESS 2018; 9:2229-2239. [PMID: 29760983 PMCID: PMC5946784 DOI: 10.1364/boe.9.002229] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Revised: 03/08/2018] [Accepted: 03/09/2018] [Indexed: 05/03/2023]
Abstract
Fluorescent contrast agents are widely employed in biomedical research. While many studies have reported deep tissue imaging of fluorescent moieties using either fluorescence-based or absorption-based (optoacoustic) imaging systems, no systematic comparison has been performed regarding the actual performance of these imaging modalities in detecting deep-seated fluorescent agents. Herein, an integrated imager combining epi-fluorescence and volumetric optoacoustic imaging capabilities has been employed in order to evaluate image degradation with depth for several commonly-used near-infrared dyes in both modes. We performed controlled experiments in tissue-mimicking phantoms containing deeply embedded targets filled with different concentrations of Alexa Fluor 700, Alexa Fluor 750, indocyanine green (ICG) and IRDye 800CW. The results are further corroborated by multi-modal imaging of ICG through mouse tissues in vivo. It is shown that optoacoustics consistently provides better sensitivity in differentiating fluorescent targets located at depths beyond 2 mm in turbid tissues, as quantified by evaluating image contrast, signal to noise ratio and spatial resolution performance.
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Affiliation(s)
- Zhenyue Chen
- Institute for Biological and Medical Imaging (IBMI), Helmholtz Center Munich, Ingolstädter Landstr. 1, 85764 Neuherberg, Germany
| | - Xosé Luís Deán-Ben
- Institute for Biological and Medical Imaging (IBMI), Helmholtz Center Munich, Ingolstädter Landstr. 1, 85764 Neuherberg, Germany
| | - Sven Gottschalk
- Institute for Biological and Medical Imaging (IBMI), Helmholtz Center Munich, Ingolstädter Landstr. 1, 85764 Neuherberg, Germany
| | - Daniel Razansky
- Institute for Biological and Medical Imaging (IBMI), Helmholtz Center Munich, Ingolstädter Landstr. 1, 85764 Neuherberg, Germany
- Faculty of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675 Munich, Germany
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3
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Gambin Y, Polinkovsky M, Francois B, Giles N, Bhumkar A, Sierecki E. Confocal Spectroscopy to Study Dimerization, Oligomerization and Aggregation of Proteins: A Practical Guide. Int J Mol Sci 2016; 17:ijms17050655. [PMID: 27144560 PMCID: PMC4881481 DOI: 10.3390/ijms17050655] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2016] [Revised: 04/15/2016] [Accepted: 04/20/2016] [Indexed: 12/25/2022] Open
Abstract
Protein self-association is a key feature that can modulate the physiological role of proteins or lead to deleterious effects when uncontrolled. Protein oligomerization is a simple way to modify the activity of a protein, as the modulation of binding interfaces allows for self-activation or inhibition, or variation in the selectivity of binding partners. As such, dimerization and higher order oligomerization is a common feature in signaling proteins, for example, and more than 70% of enzymes have the potential to self-associate. On the other hand, protein aggregation can overcome the regulatory mechanisms of the cell and can have disastrous physiological effects. This is the case in a number of neurodegenerative diseases, where proteins, due to mutation or dysregulation later in life, start polymerizing and often fibrillate, leading to the creation of protein inclusion bodies in cells. Dimerization, well-defined oligomerization and random aggregation are often difficult to differentiate and characterize experimentally. Single molecule “counting” methods are particularly well suited to the study of self-oligomerization as they allow observation and quantification of behaviors in heterogeneous conditions. However, the extreme dilution of samples often causes weak complexes to dissociate, and rare events can be overlooked. Here, we discuss a straightforward alternative where the principles of single molecule detection are used at higher protein concentrations to quantify oligomers and aggregates in a background of monomers. We propose a practical guide for the use of confocal spectroscopy to quantify protein oligomerization status and also discuss about its use in monitoring changes in protein aggregation in drug screening assays.
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Affiliation(s)
- Yann Gambin
- EMBL Australia Node in Single Molecule Sciences, School of Medical Science, the University of New South Wales, Sydney, NSW 2052, Australia.
| | - Mark Polinkovsky
- EMBL Australia Node in Single Molecule Sciences, School of Medical Science, the University of New South Wales, Sydney, NSW 2052, Australia.
| | - Bill Francois
- EMBL Australia Node in Single Molecule Sciences, School of Medical Science, the University of New South Wales, Sydney, NSW 2052, Australia.
| | - Nichole Giles
- EMBL Australia Node in Single Molecule Sciences, School of Medical Science, the University of New South Wales, Sydney, NSW 2052, Australia.
| | - Akshay Bhumkar
- EMBL Australia Node in Single Molecule Sciences, School of Medical Science, the University of New South Wales, Sydney, NSW 2052, Australia.
| | - Emma Sierecki
- EMBL Australia Node in Single Molecule Sciences, School of Medical Science, the University of New South Wales, Sydney, NSW 2052, Australia.
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Mijalkovic J, Prevo B, Peterman EJG. Why motor proteins team up - Intraflagellar transport in C. elegans cilia. WORM 2016; 5:e1170275. [PMID: 27384150 PMCID: PMC4911997 DOI: 10.1080/21624054.2016.1170275] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/17/2016] [Accepted: 03/09/2016] [Indexed: 12/03/2022]
Abstract
Inside the cell, vital processes such as cell division and intracellular transport are driven by the concerted action of different molecular motor proteins. In C. elegans chemosensory cilia, 2 kinesin-2 family motor proteins, kinesin-II and OSM-3, team up to drive intraflagellar transport (IFT) in the anterograde direction, from base to tip, whereas IFT dynein hitchhikes toward the tip and subsequently drives IFT in the opposite, retrograde direction, thereby recycling both kinesins. While it is evident that at least a retrograde and an anterograde motor are necessary to drive IFT, it has remained puzzling why 2 same-polarity kinesins are employed. Recently, we addressed this question by combining advanced genome-engineering tools with ultrasensitive, quantitative fluorescence microscopy to study IFT with single-molecule sensitivity.1,2 Using this combination of approaches, we uncovered a differentiation in kinesin-2 function, in which the slower kinesin-II operates as an ‘importer’, loading IFT trains into the cilium before gradually handing them over to the faster OSM-3. OSM-3 subsequently acts as a long-range ‘transporter’, driving the IFT trains toward the tip. The two kinesin-2 motors combine their unique motility properties to achieve something neither motor can achieve on its own; that is to optimize the amount of cargo inside the cilium. In this commentary, we provide detailed insight into the rationale behind our research approach and comment on our recent findings. Moreover, we discuss the role of IFT dynein and provide an outlook on future studies.
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Affiliation(s)
- Jona Mijalkovic
- Department of Physics and Astronomy and LaserLaB Amsterdam, Vrije Universiteit Amsterdam , Amsterdam, The Netherlands
| | - Bram Prevo
- Department of Physics and Astronomy and LaserLaB Amsterdam, Vrije Universiteit Amsterdam , Amsterdam, The Netherlands
| | - Erwin J G Peterman
- Department of Physics and Astronomy and LaserLaB Amsterdam, Vrije Universiteit Amsterdam , Amsterdam, The Netherlands
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Visser EWA, van IJzendoorn LJ, Prins MWJ. Particle Motion Analysis Reveals Nanoscale Bond Characteristics and Enhances Dynamic Range for Biosensing. ACS NANO 2016; 10:3093-101. [PMID: 26913834 DOI: 10.1021/acsnano.5b07021] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
Biofunctionalized colloidal particles are widely used as labels in bioanalytical assays, lab-on-chip devices, biophysical research, and in studies on live biological systems. With detection resolution going down to the level of single particles and single molecules, understanding the nature of the interaction of the particles with surfaces and substrates becomes of paramount importance. Here, we present a comprehensive study of motion patterns of colloidal particles maintained in close proximity to a substrate by short molecular tethers (40 nm). The motion of the particles (500-1000 nm) was optically tracked with a very high localization accuracy (below 3 nm). A surprisingly large variation in motion patterns was observed, which can be attributed to properties of the particle-molecule-substrate system, namely the bond number, the nature of the bond, particle protrusions, and substrate nonuniformities. Experimentally observed motion patterns were compared to numerical Monte Carlo simulations, revealing a close correspondence between the observed motion patterns and properties of the molecular system. Particles bound via single tethers show distinct disc-, ring-, and bell-shaped motion patterns, where the ring- and bell-shaped patterns are caused by protrusions on the particle in the direct vicinity of the molecular attachment point. Double and triple tethered particles exhibit stripe-shaped and triangular-shaped motion patterns, respectively. The developed motion pattern analysis allows for discrimination between particles bound by different bond types, which opens the possibility to improve the limit of detection and the dynamic range of bioanalytical assays, with a projected increase of dynamic range by nearly 2 orders of magnitude.
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Affiliation(s)
- Emiel W A Visser
- Department of Applied Physics, Eindhoven University of Technology (TU/e) , Eindhoven 5600 MB, The Netherlands
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology (TU/e) , Eindhoven 5600 MB, The Netherlands
| | - Leo J van IJzendoorn
- Department of Applied Physics, Eindhoven University of Technology (TU/e) , Eindhoven 5600 MB, The Netherlands
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology (TU/e) , Eindhoven 5600 MB, The Netherlands
| | - Menno W J Prins
- Department of Applied Physics, Eindhoven University of Technology (TU/e) , Eindhoven 5600 MB, The Netherlands
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology (TU/e) , Eindhoven 5600 MB, The Netherlands
- Department of Biomedical Engineering, Eindhoven University of Technology (TU/e) , Eindhoven 5600 MB, The Netherlands
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Widom JR, Dhakal S, Heinicke LA, Walter NG. Single-molecule tools for enzymology, structural biology, systems biology and nanotechnology: an update. Arch Toxicol 2014; 88:1965-85. [PMID: 25212907 PMCID: PMC4615698 DOI: 10.1007/s00204-014-1357-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2014] [Accepted: 08/28/2014] [Indexed: 12/22/2022]
Abstract
Toxicology is the highly interdisciplinary field studying the adverse effects of chemicals on living organisms. It requires sensitive tools to detect such effects. After their initial implementation during the 1990s, single-molecule fluorescence detection tools were quickly recognized for their potential to contribute greatly to many different areas of scientific inquiry. In the intervening time, technical advances in the field have generated ever-improving spatial and temporal resolution and have enabled the application of single-molecule fluorescence to increasingly complex systems, such as live cells. In this review, we give an overview of the optical components necessary to implement the most common versions of single-molecule fluorescence detection. We then discuss current applications to enzymology and structural studies, systems biology, and nanotechnology, presenting the technical considerations that are unique to each area of study, along with noteworthy recent results. We also highlight future directions that have the potential to revolutionize these areas of study by further exploiting the capabilities of single-molecule fluorescence microscopy.
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Affiliation(s)
- Julia R Widom
- Single Molecule Analysis Group, Department of Chemistry, University of Michigan, 930 N. University Ave., Ann Arbor, MI, 48109-1055, USA
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Prevo B, Peterman EJG. Förster resonance energy transfer and kinesin motor proteins. Chem Soc Rev 2014; 43:1144-55. [PMID: 24071719 DOI: 10.1039/c3cs60292c] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Förster Resonance Energy Transfer (FRET) is the phenomenon of non-radiative transfer of electronic excitations from a donor fluorophore to an acceptor, mediated by electronic dipole-dipole coupling. The transfer rate and, as a consequence, efficiency depend non-linearly on the distance between the donor and the acceptor. FRET efficiency can thus be used as an effective and accurate reporter of distance between two fluorophores and changes thereof. Over the last 50 years or so, FRET has been used as a spectroscopic ruler to measure conformations and conformational changes of biomolecules. More recently, FRET has been combined with microscopy, ultimately allowing measurement of FRET between a single donor and a single acceptor pair. In this review, we will explain the physical foundations of FRET and how FRET can be applied to biomolecules. We will highlight the power of the different FRET approaches by focusing on its application to the motor protein kinesin, which undergoes several conformational changes driven by enzymatic action, that ultimately result in unidirectional motion along microtubule filaments, driving active transport in the cell. Single-molecule and ensemble FRET studies of different aspects of kinesin have provided numerous insights into the complex chemomechanical mechanism of this fascinating protein.
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Affiliation(s)
- Bram Prevo
- Department of Physics and Astronomy and LaserLaB Amsterdam, VU University Amsterdam, De Boelelaan 1081, 1081 HV, Amsterdam, The Netherlands.
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Haghighat Jahromi A, Honda M, Zimmerman SC, Spies M. Single-molecule study of the CUG repeat-MBNL1 interaction and its inhibition by small molecules. Nucleic Acids Res 2013; 41:6687-97. [PMID: 23661680 PMCID: PMC3711446 DOI: 10.1093/nar/gkt330] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Effective drug discovery and optimization can be accelerated by techniques capable of deconvoluting the complexities often present in targeted biological systems. We report a single-molecule approach to study the binding of an alternative splicing regulator, muscleblind-like 1 protein (MBNL1), to (CUG)n = 4,6 and the effect of small molecules on this interaction. Expanded CUG repeats (CUG(exp)) are the causative agent of myotonic dystrophy type 1 by sequestering MBNL1. MBNL1 is able to bind to the (CUG)n-inhibitor complex, indicating that the inhibition is not a straightforward competitive process. A simple ligand, highly selective for CUG(exp), was used to design a new dimeric ligand that binds to (CUG)n almost 50-fold more tightly and is more effective in destabilizing MBNL1-(CUG)4. The single-molecule method and the analysis framework might be extended to the study of other biomolecular interactions.
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Affiliation(s)
- Amin Haghighat Jahromi
- Center for Biophysics and Computational Biology, University of Illinois, Urbana, IL 61801, USA
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Optical Methods to Study Protein-DNA Interactions in Vitro and in Living Cells at the Single-Molecule Level. Int J Mol Sci 2013; 14:3961-92. [PMID: 23429188 PMCID: PMC3588080 DOI: 10.3390/ijms14023961] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2012] [Revised: 01/13/2013] [Accepted: 02/04/2013] [Indexed: 12/13/2022] Open
Abstract
The maintenance of intact genetic information, as well as the deployment of transcription for specific sets of genes, critically rely on a family of proteins interacting with DNA and recognizing specific sequences or features. The mechanisms by which these proteins search for target DNA are the subject of intense investigations employing a variety of methods in biology. A large interest in these processes stems from the faster-than-diffusion association rates, explained in current models by a combination of 3D and 1D diffusion. Here, we present a review of the single-molecule approaches at the forefront of the study of protein-DNA interaction dynamics and target search in vitro and in vivo. Flow stretch, optical and magnetic manipulation, single fluorophore detection and localization as well as combinations of different methods are described and the results obtained with these techniques are discussed in the framework of the current facilitated diffusion model.
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