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1.
Chem Biomed Imaging ; 1(9): 817-830, 2023 Dec 25.
Article in English | MEDLINE | ID: mdl-38155726

ABSTRACT

Fluorescence nanoscopy has become increasingly powerful for biomedical research, but it has historically afforded a small field-of-view (FOV) of around 50 µm × 50 µm at once and more recently up to ∼200 µm × 200 µm. Efforts to further increase the FOV in fluorescence nanoscopy have thus far relied on the use of fabricated waveguide substrates, adding cost and sample constraints to the applications. Here we report PRism-Illumination and Microfluidics-Enhanced DNA-PAINT (PRIME-PAINT) for multiplexed fluorescence nanoscopy across millimeter-scale FOVs. Built upon the well-established prism-type total internal reflection microscopy, PRIME-PAINT achieves robust single-molecule localization with up to ∼520 µm × 520 µm single FOVs and 25-40 nm lateral resolutions. Through stitching, nanoscopic imaging over mm2 sample areas can be completed in as little as 40 min per target. An on-stage microfluidics chamber facilitates probe exchange for multiplexing and enhances image quality, particularly for formalin-fixed paraffin-embedded (FFPE) tissue sections. We demonstrate the utility of PRIME-PAINT by analyzing ∼106 caveolae structures in ∼1,000 cells and imaging entire pancreatic cancer lesions from patient tissue biopsies. By imaging from nanometers to millimeters with multiplexity and broad sample compatibility, PRIME-PAINT will be useful for building multiscale, Google-Earth-like views of biological systems.

2.
Commun Biol ; 6(1): 885, 2023 08 29.
Article in English | MEDLINE | ID: mdl-37644220

ABSTRACT

Extracellular vesicles (EVs) have been shown as key mediators of extracellular small RNA transport. However, carriers of cell-free messenger RNA (cf-mRNA) in human biofluids and their association with cancer remain poorly understood. Here, we performed a transcriptomic analysis of size-fractionated plasma from lung cancer, liver cancer, multiple myeloma, and healthy donors. Morphology and size distribution analysis showed the successful separation of large and medium particles from other soluble plasma protein fractions. We developed a strategy to purify and sequence ultra-low amounts of cf-mRNA from particle and protein enriched subpopulations with the implementation of RNA spike-ins to control for technical variability and to normalize for intrinsic drastic differences in cf-mRNA amount carried in each plasma fraction. We found that the majority of cf-mRNA was enriched and protected in EVs with remarkable stability in RNase-rich environments. We observed specific enrichment patterns of cancer-associated cf-mRNA in each particle and protein enriched subpopulation. The EV-enriched differentiating genes were associated with specific biological pathways, such as immune systems, liver function, and toxic substance regulation in lung cancer, liver cancer, and multiple myeloma, respectively. Our results suggest that dissecting the complexity of EV subpopulations illuminates their biological significance and offers a promising liquid biopsy approach.


Subject(s)
Cell-Free Nucleic Acids , Extracellular Vesicles , Liver Neoplasms , Lung Neoplasms , Multiple Myeloma , Humans , Multiple Myeloma/genetics , Cell-Free Nucleic Acids/genetics , Lung Neoplasms/genetics , Extracellular Vesicles/genetics , RNA, Messenger/genetics
3.
Biomolecules ; 12(8)2022 07 26.
Article in English | MEDLINE | ID: mdl-35892343

ABSTRACT

Recent work suggests that Ras small GTPases interact with the anionic lipid phosphatidylserine (PS) in an isoform-specific manner, with direct implications for their biological functions. Studies on PS-Ras associations in cells, however, have relied on immuno-EM imaging of membrane sheets. To study their spatial relationships in intact cells, we have combined the use of Lact-C2-GFP, a biosensor for PS, with multicolor super resolution imaging based on DNA-PAINT. At ~20 nm spatial resolution, the resulting super resolution images clearly show the nonuniform molecular distribution of PS on the cell membrane and its co-enrichment with caveolae, as well as with unidentified membrane structures. Two-color imaging followed by spatial analysis shows that KRas-G12D and HRas-G12V both co-enrich with PS in model U2OS cells, confirming previous observations, yet exhibit clear differences in their association patterns. Whereas HRas-G12V is almost always co-enriched with PS, KRas-G12D is strongly co-enriched with PS in about half of the cells, with the other half exhibiting a more moderate association. In addition, perturbations to the actin cytoskeleton differentially impact PS association with the two Ras isoforms. These results suggest that PS-Ras association is context-dependent and demonstrate the utility of multiplexed super resolution imaging in defining the complex interplay between Ras and the membrane.


Subject(s)
Microscopy , Phosphatidylserines , Cell Membrane/metabolism , Phosphatidylserines/metabolism , Proto-Oncogene Proteins p21(ras)/genetics , Proto-Oncogene Proteins p21(ras)/metabolism , ras Proteins/metabolism
4.
Sci Rep ; 12(1): 2099, 2022 02 08.
Article in English | MEDLINE | ID: mdl-35136102

ABSTRACT

The discovery and utility of clinically relevant circulating biomarkers depend on standardized methods that minimize preanalytical errors. Despite growing interest in studying extracellular vesicles (EVs) and cell-free messenger RNA (cf-mRNA) as potential biomarkers, how blood processing and freeze/thaw impacts the profiles of these analytes in plasma was not thoroughly understood. We utilized flow cytometric analysis to examine the effect of differential centrifugation and a freeze/thaw cycle on EV profiles. Utilizing flow cytometry postacquisition analysis software (FCMpass) to calibrate light scattering and fluorescence, we revealed how differential centrifugation and post-freeze/thaw processing removes and retains EV subpopulations. Additionally, cf-mRNA levels measured by RT-qPCR profiles from a panel of housekeeping, platelet, and tissue-specific genes were preferentially affected by differential centrifugation and post-freeze/thaw processing. Critically, freezing plasma containing residual platelets yielded irreversible ex vivo generation of EV subpopulations and cf-mRNA transcripts, which were not removable by additional processing after freeze/thaw. Our findings suggest the importance of minimizing confounding variation attributed to plasma processing and platelet contamination.


Subject(s)
Blood , Cell-Free Nucleic Acids , Cryopreservation , Extracellular Vesicles , RNA, Messenger , Flow Cytometry , Humans
6.
Adv Mater ; 27(38): 5638-63, 2015 Oct 14.
Article in English | MEDLINE | ID: mdl-26087941

ABSTRACT

Three-dimensional (3D) structural analysis is essential to understand the relationship between the structure and function of an object. Many analytical techniques, such as X-ray diffraction, neutron spectroscopy, and electron microscopy imaging, are used to provide structural information. Transmission electron microscopy (TEM), one of the most popular analytic tools, has been widely used for structural analysis in both physical and biological sciences for many decades, in which 3D objects are projected into two-dimensional (2D) images. In many cases, 2D-projection images are insufficient to understand the relationship between the 3D structure and the function of nanoscale objects. Electron tomography (ET) is a technique that retrieves 3D structural information from a tilt series of 2D projections, and is gradually becoming a mature technology with sub-nanometer resolution. Distinct methods to overcome sample-based limitations have been separately developed in both physical and biological science, although they share some basic concepts of ET. This review discusses the common basis for 3D characterization, and specifies difficulties and solutions regarding both hard and soft materials research. It is hoped that novel solutions based on current state-of-the-art techniques for advanced applications in hybrid matter systems can be motivated.


Subject(s)
Electron Microscope Tomography/methods , Imaging, Three-Dimensional/methods , Algorithms , Biocompatible Materials/chemistry , Electron Microscope Tomography/instrumentation , Imaging, Three-Dimensional/instrumentation , Nanostructures/chemistry
7.
Sci Rep ; 5: 9803, 2015 May 05.
Article in English | MEDLINE | ID: mdl-25940394

ABSTRACT

Commonly used methods for determining protein structure, including X-ray crystallography and single-particle reconstruction, often provide a single and unique three-dimensional (3D) structure. However, in these methods, the protein dynamics and flexibility/fluctuation remain mostly unknown. Here, we utilized advances in electron tomography (ET) to study the antibody flexibility and fluctuation through structural determination of individual antibody particles rather than averaging multiple antibody particles together. Through individual-particle electron tomography (IPET) 3D reconstruction from negatively-stained ET images, we obtained 120 ab-initio 3D density maps at an intermediate resolution (~1-3 nm) from 120 individual IgG1 antibody particles. Using these maps as a constraint, we derived 120 conformations of the antibody via structural flexible docking of the crystal structure to these maps by targeted molecular dynamics simulations. Statistical analysis of the various conformations disclosed the antibody 3D conformational flexibility through the distribution of its domain distances and orientations. This blueprint approach, if extended to other flexible proteins, may serve as a useful methodology towards understanding protein dynamics and functions.


Subject(s)
Crystallography/methods , Electron Microscope Tomography/methods , Image Interpretation, Computer-Assisted/methods , Imaging, Three-Dimensional/methods , Immunoglobulin G/ultrastructure , Electrons , Humans , Protein Conformation
8.
Sci Rep ; 5: 8741, 2015 Mar 04.
Article in English | MEDLINE | ID: mdl-25737239

ABSTRACT

Cholesteryl ester transfer protein (CETP) mediates the transfer of cholesterol esters (CE) from atheroprotective high-density lipoproteins (HDL) to atherogenic low-density lipoproteins (LDL). CETP inhibition has been regarded as a promising strategy for increasing HDL levels and subsequently reducing the risk of cardiovascular diseases (CVD). Although the crystal structure of CETP is known, little is known regarding how CETP binds to HDL. Here, we investigated how various HDL-like particles interact with CETP by electron microscopy and molecular dynamics simulations. Results showed that CETP binds to HDL via hydrophobic interactions rather than protein-protein interactions. The HDL surface lipid curvature generates a hydrophobic environment, leading to CETP hydrophobic distal end interaction. This interaction is independent of other HDL components, such as apolipoproteins, cholesteryl esters and triglycerides. Thus, disrupting these hydrophobic interactions could be a new therapeutic strategy for attenuating the interaction of CETP with HDL.


Subject(s)
Cholesterol Ester Transfer Proteins/metabolism , Lipoproteins, HDL/metabolism , Membrane Lipids/metabolism , Molecular Dynamics Simulation , Cholesterol Ester Transfer Proteins/genetics , Cholesterol Ester Transfer Proteins/ultrastructure , Cryoelectron Microscopy , Electron Microscope Tomography , Humans , Hydrophobic and Hydrophilic Interactions , Imaging, Three-Dimensional , Lipoproteins, HDL/blood , Lipoproteins, HDL/ultrastructure , Liposomes/chemistry , Liposomes/metabolism , Liposomes/ultrastructure , Membrane Lipids/chemistry , Microscopy, Electron, Transmission , Protein Binding , Recombinant Proteins/chemistry , Recombinant Proteins/metabolism , Recombinant Proteins/ultrastructure
9.
Sci Rep ; 3: 1089, 2013.
Article in English | MEDLINE | ID: mdl-23346347

ABSTRACT

Peptides show much promise as potent and selective drug candidates. Fusing peptides to a scaffold monoclonal antibody produces a conjugated antibody which has the advantages of peptide activity yet also has the pharmacokinetics determined by the scaffold antibody. However, the conjugated antibody often has poor binding affinity to antigens that may be related to unknown structural changes. The study of the conformational change is difficult by conventional techniques because structural fluctuation under equilibrium results in multiple structures co-existing. Here, we employed our two recently developed electron microscopy (EM) techniques: optimized negative-staining (OpNS) EM and individual-particle electron tomography (IPET). Two-dimensional (2D) image analyses and three-dimensional (3D) maps have shown that the domains of antibodies present an elongated peptide-conjugated conformational change, suggesting that our EM techniques may be novel tools to monitor the structural conformation changes in heterogeneous and dynamic macromolecules, such as drug delivery vehicles after pharmacological synthesis and development.


Subject(s)
Immunoconjugates/chemistry , Immunoglobulin G/chemistry , Macromolecular Substances/chemistry , Microscopy, Electron/methods , Negative Staining/methods , Peptides/chemistry , Antibodies/chemistry , Antibodies/immunology , Antigens/chemistry , Antigens/immunology , Electron Microscope Tomography/methods , Humans , Immunoconjugates/immunology , Immunoglobulin G/immunology , Macromolecular Substances/immunology , Molecular Conformation , Peptides/immunology
10.
Proteins ; 81(3): 415-25, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23042613

ABSTRACT

Cholesteryl ester transfer protein (CETP) mediates the net transfer of cholesteryl esters (CEs) from atheroprotective high-density lipoproteins (HDLs) to atherogenic low-density lipoproteins (LDLs) or very-low-density lipoproteins (VLDLs). Inhibition of CETP raises HDL cholesterol (good cholesterol) levels and reduces LDL cholesterol (bad cholesterol) levels, making it a promising drug target for the prevention and treatment of coronary heart disease. Although the crystal structure of CETP has been determined, the molecular mechanism mediating CEs transfer is still unknown, even the structural features of CETP in a physiological environment remain elusive. We performed molecular dynamics simulations to explore the structural features of CETP in an aqueous solution. Results show that the distal portion flexibility of N-terminal ß-barrel domain is considerably greater in solution than in crystal; conversely, the flexibility of helix X is slightly less. During the simulations the distal end of C-terminal ß-barrel domain expanded while the hydrophilic surface increasing more than the hydrophobic surface. In addition, a new surface pore was generated in this domain. This surface pore and all cavities in CETP are stable. These results suggest that the formation of a continuous tunnel within CETP by connecting cavities is permitted in solution.


Subject(s)
Cholesterol Ester Transfer Proteins/chemistry , Molecular Dynamics Simulation , Protein Interaction Mapping/methods , Chlorides/chemistry , Cholesterol Esters/chemistry , Crystallography , Humans , Hydrophobic and Hydrophilic Interactions , Protein Stability , Protein Structure, Secondary , Protein Structure, Tertiary , Sodium/chemistry , Solutions/chemistry , Static Electricity , Water/chemistry
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