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1.
Cell ; 187(7): 1769-1784.e18, 2024 Mar 28.
Article in English | MEDLINE | ID: mdl-38552613

ABSTRACT

Mapping the intricate spatial relationships between the many different molecules inside a cell is essential to understanding cellular functions in all their complexity. Super-resolution fluorescence microscopy offers the required spatial resolution but struggles to reveal more than four different targets simultaneously. Exchanging labels in subsequent imaging rounds for multiplexed imaging extends this number but is limited by its low throughput. Here, we present a method for rapid multiplexed super-resolution microscopy that can, in principle, be applied to a nearly unlimited number of molecular targets by leveraging fluorogenic labeling in conjunction with transient adapter-mediated switching for high-throughput DNA-PAINT (FLASH-PAINT). We demonstrate the versatility of FLASH-PAINT with four applications: mapping nine proteins in a single mammalian cell, elucidating the functional organization of primary cilia by nine-target imaging, revealing the changes in proximity of thirteen different targets in unperturbed and dissociated Golgi stacks, and investigating and quantifying inter-organelle contacts at 3D super-resolution.


Subject(s)
Microscopy, Fluorescence , Animals , DNA , Golgi Apparatus , Mammals , Microscopy, Fluorescence/methods , Oligonucleotides , Proteins
2.
Cell ; 166(4): 1028-1040, 2016 Aug 11.
Article in English | MEDLINE | ID: mdl-27397506

ABSTRACT

Fluorescence nanoscopy, or super-resolution microscopy, has become an important tool in cell biological research. However, because of its usually inferior resolution in the depth direction (50-80 nm) and rapidly deteriorating resolution in thick samples, its practical biological application has been effectively limited to two dimensions and thin samples. Here, we present the development of whole-cell 4Pi single-molecule switching nanoscopy (W-4PiSMSN), an optical nanoscope that allows imaging of three-dimensional (3D) structures at 10- to 20-nm resolution throughout entire mammalian cells. We demonstrate the wide applicability of W-4PiSMSN across diverse research fields by imaging complex molecular architectures ranging from bacteriophages to nuclear pores, cilia, and synaptonemal complexes in large 3D cellular volumes.


Subject(s)
Cytological Techniques/methods , Microscopy, Fluorescence/methods , Single Molecule Imaging/methods , Animals , Bacteriophages/ultrastructure , COP-Coated Vesicles/ultrastructure , Cytological Techniques/instrumentation , Golgi Apparatus/ultrastructure , Male , Mice , Microscopy, Fluorescence/instrumentation , Single Molecule Imaging/instrumentation , Spermatocytes/ultrastructure , Synaptonemal Complex/ultrastructure
3.
Proc Natl Acad Sci U S A ; 119(48): e2208947119, 2022 11 29.
Article in English | MEDLINE | ID: mdl-36417441

ABSTRACT

The phosphoinositide-3 kinase (PI-3K)/AKT cell survival pathway is an important pathway activated by EGFR signaling. Here we show, that in addition to previously described critical components of this pathway, i.e., the docking protein Gab1, the PI-3K/AKT pathway in epithelial cells is regulated by the exocyst complex, which is a vesicle tether that is essential for exocytosis. Using live-cell imaging, we demonstrate that PI(3,4,5)P3 levels fluctuate at the membrane on a minutes time scale and that these fluctuations are associated with local PI(3,4,5)P3 increases at sites where recycling vesicles undergo exocytic fusion. Supporting a role for exocytosis in PI(3,4,5)P3 generation, acute promotion of exocytosis by optogenetically driving exocyst-mediated vesicle tethering up-regulates PI(3,4,5)P3 production and AKT activation. Conversely, acute inhibition of exocytosis using Endosidin2, a small-molecule inhibitor of the exocyst subunit Exo70 (also designated EXOC7), or inhibition of exocyst function by siRNA-mediated knockdown of the exocyst subunit Sec15 (EXOC6), impairs PI(3,4,5)P3 production and AKT activation induced by EGF stimulation of epithelial cells. Moreover, prolonged inhibition of EGF signaling by EGFR tyrosine kinase inhibitors results in spontaneous reactivation of AKT without a concomitant relief of EGFR inhibition. However, this reactivation can be negated by acutely inhibiting the exocyst. These experiments demonstrate that exocyst-mediated exocytosis-by regulating PI(3,4,5)P3 levels at the plasma membrane-subserves activation of the PI-3K/AKT pathway by EGFR in epithelial cells.


Subject(s)
Epidermal Growth Factor , Exocytosis , Phosphatidylinositol 3-Kinase , Humans , Epidermal Growth Factor/pharmacology , ErbB Receptors , Proto-Oncogene Proteins c-akt , Extracellular Vesicles
4.
Cell ; 136(6): 1110-21, 2009 Mar 20.
Article in English | MEDLINE | ID: mdl-19303853

ABSTRACT

The recent identification of several novel endocytic compartments has challenged our current understanding of the topological and functional organization of the endocytic pathway. Using quantitative single vesicle imaging and acute manipulation of phosphoinositides we show that APPL endosomes, which participate in growth factor receptor trafficking and signaling, represent an early endocytic intermediate common to a subset of clathrin derived endocytic vesicles and macropinosomes. Most APPL endosomes are precursors of classical PI3P positive endosomes, and PI3P plays a critical role in promoting this conversion. Depletion of PI3P causes a striking reversion of Rab5 positive endosomes to the APPL stage, and results in enhanced growth factor signaling. These findings reveal a surprising plasticity of the early endocytic pathway. Importantly, PI3P functions as a switch to dynamically regulate maturation and signaling of APPL endosomes.


Subject(s)
Endosomes/metabolism , Phosphatidylinositols/metabolism , Animals , COS Cells , Chlorocebus aethiops , Clathrin-Coated Vesicles/metabolism , Endocytosis , Signal Transduction
5.
Annu Rev Cell Dev Biol ; 26: 285-314, 2010.
Article in English | MEDLINE | ID: mdl-20929313

ABSTRACT

Fluorescence imaging methods that push or break the diffraction limit of resolution (approximately 200 nm) have grown explosively. These super-resolution nanoscopy techniques include: stimulated emission depletion (STED), Pointillism microscopy [(fluorescence) photoactivation localization microscopy/stochastic optical reconstruction microscopy, or (F)PALM/STORM], structured illumination, total internal reflection fluorescence microscopy (TIRFM), and those that combine multiple modalities. Each affords unique strengths in lateral and axial resolution, speed, sensitivity, and fluorophore compatibility. We examine the optical principles and design of these new instruments and their ability to see more detail with greater sensitivity--down to single molecules with tens of nanometers resolution. Nanoscopes have revealed transient intermediate states of organelles and molecules in living cells and have led to new discoveries but also biological controversies. We highlight common unifying principles behind nanoscopy such as the conversion of a subset of probes between states (ground or excited) and the use of scanning (ordered or stochastic). We emphasize major advances, biological applications, and promising new developments.


Subject(s)
Microscopy, Fluorescence/methods , Nanotechnology/methods , Animals , Image Processing, Computer-Assisted , Microscopy, Fluorescence/instrumentation , Organelles/ultrastructure
6.
Emerg Infect Dis ; 29(8): 1711-1713, 2023 08.
Article in English | MEDLINE | ID: mdl-37486228

ABSTRACT

Surveillance of COVID-19 is challenging but critical for mitigating disease, particularly if predictive of future disease burden. We report a robust multiyear lead-lag association between internet search activity for loss of smell or taste and COVID-19-associated hospitalization and deaths. These search data could help predict COVID-19 surges.


Subject(s)
COVID-19 , Olfaction Disorders , Humans , Taste , SARS-CoV-2 , Anosmia , Olfaction Disorders/epidemiology , Olfaction Disorders/etiology
7.
Nat Chem Biol ; 16(4): 408-414, 2020 04.
Article in English | MEDLINE | ID: mdl-32094922

ABSTRACT

We report new lipid-based, high-density, environmentally sensitive (HIDE) probes that accurately and selectively image endo-lysosomes and their dynamics at super-resolution for extended times. Treatment of live cells with the small molecules DiIC16TCO or DiIC16'TCO followed by in situ tetrazine ligation reaction with the silicon-rhodamine dye SiR-Tz generates the HIDE probes DiIC16-SiR and DiIC16'-SiR in the endo-lysosomal membrane. These new probes support the acquisition of super-resolution videos of organelle dynamics in primary cells for more than 7 min with no detectable change in endosome structure or function. Using DiIC16-SiR and DiIC16'-SiR, we describe direct evidence of endosome motility defects in cells from patients with Niemann-Pick Type-C disease. In wild-type fibroblasts, the probes reveal distinct but rare inter-endosome kiss-and-run events that cannot be observed using confocal methods. Our results shed new light on the role of NPC1 in organelle motility and cholesterol trafficking.


Subject(s)
Endosomes/metabolism , Lysosomes/metabolism , Microscopy, Fluorescence/methods , Biological Transport , Carbocyanines/chemistry , Carrier Proteins/metabolism , Cholesterol/metabolism , Fibroblasts/metabolism , Fluorescent Dyes , HeLa Cells , Humans , Membrane Glycoproteins/metabolism , Protein Transport
8.
Bioessays ; 42(6): e1900145, 2020 06.
Article in English | MEDLINE | ID: mdl-32342554

ABSTRACT

The examination of the complex cell biology of the human malaria parasite Plasmodium falciparum usually relies on the time-consuming generation of transgenic parasites. Here, metabolic labeling and click chemistry are employed as a fast transfection-independent method for the microscopic examination of protein S-palmitoylation, an important post-translational modification during the asexual intraerythrocytic replication of P. falciparum. Applying various microscopy approaches such as confocal, single-molecule switching, and electron microscopy, differences in the extent of labeling within the different asexual developmental stages of P. falciparum and the host erythrocytes over time are observed.


Subject(s)
Malaria, Falciparum , Plasmodium falciparum , Click Chemistry , Erythrocytes , Humans , Microscopy, Electron
9.
Nano Lett ; 20(12): 8890-8896, 2020 12 09.
Article in English | MEDLINE | ID: mdl-33164530

ABSTRACT

Fluorescence microscopy has been one of the most discovery-rich methods in biology. In the digital age, the discipline is becoming increasingly quantitative. Virtually all biological laboratories have access to fluorescence microscopes, but abilities to quantify biomolecule copy numbers are limited by the complexity and sophistication associated with current quantification methods. Here, we present DNA-origami-based fluorescence brightness standards for counting 5-300 copies of proteins in bacterial and mammalian cells, tagged with fluorescent proteins or membrane-permeable organic dyes. Compared to conventional quantification techniques, our brightness standards are robust, straightforward to use, and compatible with nearly all fluorescence imaging applications, thereby providing a practical and versatile tool to quantify biomolecules via fluorescence microscopy.


Subject(s)
DNA , Fluorescent Dyes , Animals , Microscopy, Fluorescence , Proteins
10.
J Biol Chem ; 293(13): 4805-4817, 2018 03 30.
Article in English | MEDLINE | ID: mdl-29425100

ABSTRACT

As a master regulator of endothelial cell function, vascular endothelial growth factor receptor-2 (VEGFR2) activates multiple downstream signaling pathways that are critical for vascular development and normal vessel function. VEGFR2 trafficking through various endosomal compartments modulates its signaling output. Accordingly, proteins that regulate the speed and direction by which VEGFR2 traffics through endosomes have been demonstrated to be particularly important for arteriogenesis. However, little is known about how these proteins control VEGFR2 trafficking and about the implications of this control for endothelial cell function. Here, we show that Rab GTPase-binding effector protein 2 (RABEP2), a Rab-effector protein implicated in arteriogenesis, modulates VEGFR2 trafficking. By employing high-resolution microscopy and biochemical assays, we demonstrate that RABEP2 interacts with the small GTPase Rab4 and regulates VEGFR2 endosomal trafficking to maintain cell-surface expression of VEGFR2 and VEGF signaling. Lack of RABEP2 also led to prolonged retention of VEGFR2 in Rab5-positive sorting endosomes, which increased VEGFR2's exposure to phosphotyrosine phosphatase 1b (PTP1b), causing diminished VEGFR2 signaling. Finally, the loss of RABEP2 increased VEGFR2 degradation by diverting VEGFR2 to Rab7-positive endosomes destined for the lysosome. These results implicate RABEP2 as a key modulator of VEGFR2 endosomal trafficking, and demonstrate the importance of RABEP2 and Rab4 for VEGFR2 signaling in endothelial cells.


Subject(s)
Endosomes/metabolism , Endothelial Cells/metabolism , Signal Transduction , Vascular Endothelial Growth Factor Receptor-2/metabolism , Vesicular Transport Proteins/metabolism , Animals , Endosomes/genetics , Endothelial Cells/cytology , Mice , Mice, Inbred BALB C , Protein Transport , Protein Tyrosine Phosphatase, Non-Receptor Type 1/genetics , Protein Tyrosine Phosphatase, Non-Receptor Type 1/metabolism , Vascular Endothelial Growth Factor Receptor-2/genetics , Vesicular Transport Proteins/genetics , rab GTP-Binding Proteins/genetics , rab GTP-Binding Proteins/metabolism , rab4 GTP-Binding Proteins/genetics , rab4 GTP-Binding Proteins/metabolism , rab7 GTP-Binding Proteins
11.
Proc Natl Acad Sci U S A ; 113(24): 6677-82, 2016 06 14.
Article in English | MEDLINE | ID: mdl-27247384

ABSTRACT

One of the principal functions of the trans Golgi network (TGN) is the sorting of proteins into distinct vesicular transport carriers that mediate secretion and interorganelle trafficking. Are lipids also sorted into distinct TGN-derived carriers? The Golgi is the principal site of the synthesis of sphingomyelin (SM), an abundant sphingolipid that is transported. To address the specificity of SM transport to the plasma membrane, we engineered a natural SM-binding pore-forming toxin, equinatoxin II (Eqt), into a nontoxic reporter termed Eqt-SM and used it to monitor intracellular trafficking of SM. Using quantitative live cell imaging, we found that Eqt-SM is enriched in a subset of TGN-derived secretory vesicles that are also enriched in a glycophosphatidylinositol-anchored protein. In contrast, an integral membrane secretory protein (CD8α) is not enriched in these carriers. Our results demonstrate the sorting of native SM at the TGN and its transport to the plasma membrane by specific carriers.


Subject(s)
CD8 Antigens/metabolism , Cell Membrane/metabolism , Secretory Vesicles/metabolism , Sphingomyelins/metabolism , trans-Golgi Network/metabolism , Biological Transport, Active/drug effects , Biological Transport, Active/physiology , CD8 Antigens/genetics , Cell Membrane/genetics , Cnidarian Venoms/pharmacology , HeLa Cells , Humans , Secretory Vesicles/genetics , Sphingomyelins/genetics , trans-Golgi Network/genetics
12.
J Cell Sci ; 129(10): 2085-95, 2016 05 15.
Article in English | MEDLINE | ID: mdl-27076519

ABSTRACT

Glucose transporter 4 (GLUT4; also known as SLC2A4) resides on intracellular vesicles in muscle and adipose cells, and translocates to the plasma membrane in response to insulin. The phosphoinositide 3-kinase (PI3K)-Akt signaling pathway plays a major role in GLUT4 translocation; however, a challenge has been to unravel the potentially distinct contributions of PI3K and Akt (of which there are three isoforms, Akt1-Akt3) to overall insulin action. Here, we describe new optogenetic tools based on CRY2 and the N-terminus of CIB1 (CIBN). We used these 'Opto' modules to activate PI3K and Akt selectively in time and space in 3T3-L1 adipocytes. We validated these tools using biochemical assays and performed live-cell kinetic analyses of IRAP-pHluorin translocation (IRAP is also known as LNPEP and acts as a surrogate marker for GLUT4 here). Strikingly, Opto-PIP3 largely mimicked the maximal effects of insulin stimulation, whereas Opto-Akt only partially triggered translocation. Conversely, drug-mediated inhibition of Akt only partially dampened the translocation response of Opto-PIP3 In spatial optogenetic studies, focal targeting of Akt to a region of the cell marked the sites where IRAP-pHluorin vesicles fused, supporting the idea that local Akt-mediated signaling regulates exocytosis. Taken together, these results indicate that PI3K and Akt play distinct roles, and that PI3K stimulates Akt-independent pathways that are important for GLUT4 translocation.


Subject(s)
Adipocytes/metabolism , Glucose Transporter Type 4/genetics , Phosphatidylinositol 3-Kinases/genetics , Proto-Oncogene Proteins c-akt/genetics , 3T3 Cells , Adipocytes/drug effects , Animals , Cell Membrane/genetics , Cell Membrane/metabolism , Exocytosis/genetics , Glucose/metabolism , Humans , Insulin/administration & dosage , Insulin/metabolism , Mice , Optogenetics , Protein Transport/genetics , Signal Transduction
13.
J Cell Sci ; 129(15): 2937-49, 2016 08 01.
Article in English | MEDLINE | ID: mdl-27311480

ABSTRACT

Activation and invasion of the vascular endothelium by Staphylococcus aureus is a major cause of sepsis and endocarditis. For endothelial cell invasion, S. aureus triggers actin polymerization through Cdc42, N-WASp (also known as WASL) and the Arp2/3 complex to assemble a phagocytic cup-like structure. Here, we show that after stimulating actin polymerization staphylococci recruit Cdc42GAP (also known as ARHGAP1) which deactivates Cdc42 and terminates actin polymerization in the phagocytic cups. Cdc42GAP is delivered to the invading bacteria on recycling endocytic vesicles in concert with the exocyst complex. When Cdc42GAP recruitment by staphylococci was prevented by blocking recycling endocytic vesicles or the exocyst complex, or when Cdc42 was constitutively activated, phagocytic cup closure was impaired and endothelial cell invasion was inhibited. Thus, to complete invasion of the endothelium, staphylococci reorient recycling endocytic vesicles to recruit Cdc42GAP, which terminates Cdc42-induced actin polymerization in phagocytic cups. Analogous mechanisms might govern other Cdc42-dependent cell functions.


Subject(s)
Endocytosis , Endosomes/metabolism , GTPase-Activating Proteins/metabolism , Human Umbilical Vein Endothelial Cells/metabolism , Human Umbilical Vein Endothelial Cells/microbiology , Staphylococcus aureus/physiology , Vesicular Transport Proteins/metabolism , Actins/metabolism , Bacterial Proteins/metabolism , Gene Knockdown Techniques , Humans , Phagocytosis , Polymerization , cdc42 GTP-Binding Protein/metabolism
14.
Biochemistry ; 56(39): 5194-5201, 2017 10 03.
Article in English | MEDLINE | ID: mdl-28792749

ABSTRACT

Living cells are complex and dynamic assemblies that carefully sequester and orchestrate multiple diverse processes that enable growth, division, regulation, movement, and communication. Membrane-bound organelles such as the endoplasmic reticulum, mitochondria, plasma membrane, and others are integral to these processes, and their functions demand dynamic reorganization in both space and time. Visualizing these dynamics in live cells over long time periods demands probes that label discrete organelles specifically, at high density, and withstand long-term irradiation. Here we describe the evolution of our work on the development of a set of high-density environmentally sensitive (HIDE) membrane probes that enable long-term, live-cell nanoscopy of the dynamics of multiple organelles in live cells using single-molecule switching and stimulated emission depletion imaging modalities.


Subject(s)
Molecular Imaging/methods , Organelles/metabolism , HeLa Cells , Humans , Intracellular Membranes/metabolism , Signal-To-Noise Ratio , Time Factors
15.
J Cell Mol Med ; 21(11): 2950-2962, 2017 Nov.
Article in English | MEDLINE | ID: mdl-28544529

ABSTRACT

Type 2 diabetes is caused by defects in both insulin sensitivity and insulin secretion. Glucose triggers insulin secretion by causing exocytosis of insulin granules from pancreatic ß-cells. High circulating cholesterol levels and a diminished capacity of serum to remove cholesterol from ß-cells are observed in diabetic individuals. Both of these effects can lead to cholesterol accumulation in ß-cells and contribute to ß-cell dysfunction. However, the molecular mechanisms by which cholesterol accumulation impairs ß-cell function remain largely unknown. Here, we used total internal reflection fluorescence microscopy to address, at the single-granule level, the role of cholesterol in regulating fusion pore dynamics during insulin exocytosis. We focused particularly on the effects of cholesterol overload, which is relevant to type 2 diabetes. We show that excess cholesterol reduced the number of glucose-stimulated fusion events, and modulated the proportion of full fusion and kiss-and-run fusion events. Analysis of single exocytic events revealed distinct fusion kinetics, with more clustered and compound exocytosis observed in cholesterol-overloaded ß-cells. We provide evidence for the involvement of the GTPase dynamin, which is regulated in part by cholesterol-induced phosphatidylinositol 4,5-bisphosphate enrichment in the plasma membrane, in the switch between full fusion and kiss-and-run fusion. Characterization of insulin exocytosis offers insights into the role that elevated cholesterol may play in the development of type 2 diabetes.


Subject(s)
Cholesterol/pharmacology , Glucose/metabolism , Insulin-Secreting Cells/drug effects , Insulin/metabolism , Membrane Fusion/drug effects , Secretory Vesicles/drug effects , Animals , Cell Line, Tumor , Cell Membrane/drug effects , Diabetes Mellitus, Type 2/genetics , Diabetes Mellitus, Type 2/metabolism , Diabetes Mellitus, Type 2/pathology , Dynamins/genetics , Dynamins/metabolism , Exocytosis , Gene Expression Regulation , Glucose/pharmacology , Humans , Insulin-Secreting Cells/metabolism , Insulin-Secreting Cells/pathology , Mice , Microscopy, Fluorescence/methods , Models, Biological , Phosphatidylinositol 4,5-Diphosphate/metabolism , Secretory Vesicles/metabolism , Signal Transduction
16.
Ann Surg ; 266(6): 1075-1083, 2017 12.
Article in English | MEDLINE | ID: mdl-27611607

ABSTRACT

OBJECTIVE: We asked if leptin and its cognate receptor were present in normal and diseased parathyroid glands, and if so, whether they had any functional effects on parathyroid hormone (PTH) secretion in parathyroid neoplasms. BACKGROUND: The parathyroid glands acting through PTH play a critical role in the regulation of serum calcium. Based on leptin's recently discovered role in bone metabolism, we hypothesized these glands were the sites of a functional interaction between these 2 hormones. METHODS: From July 2010 to July 2011, 96 patients were enrolled in a prospective study of leptin and hyperparathyroidism, all of whom were enrolled based on their diagnosis of hyperparathyroidism, and their candidacy for surgical intervention provided informed consent. Immediately after parathyroidectomy, 100 to 300 mg of adenomatous or hyperplastic diseased parathyroid tissue was prepared and processed according to requirements of the following: in situ hybridization, immunohistochemistry, immunofluorescence by conventional and spinning disc confocal microscopy, electron microscopy, parathyroid culture, whole organ explant, and animal model assays. RESULTS: Leptin, leptin receptor (long isoform), and PTH mRNA transcripts and protein were detected in an overlapping fashion in parathyroid chief cells in adenoma and hyperplastic glands, and also in normal parathyroid by in situ hybridization, qRT-PCR, and immunohistochemistry. Confocal microscopy confirmed active exogenous leptin uptake in cultured parathyroid cells. PTH secretion in explants increased in response to leptin and decreased with leptin receptor signaling inhibition by AG490, a JAK2/STAT3 inhibitor. Ob/ob mice injected with mouse leptin exhibited increased PTH levels from baseline. CONCLUSIONS: Taken together, these data suggest that leptin is a functionally active product of the parathyroid glands and stimulates PTH release.


Subject(s)
Leptin/metabolism , Parathyroid Glands/metabolism , Parathyroid Hormone/metabolism , Adenoma/metabolism , Animals , Cells, Cultured , Humans , Hyperparathyroidism/metabolism , Hyperplasia/metabolism , Immunohistochemistry , Mice, Knockout , Microscopy, Confocal , Microscopy, Fluorescence , Microscopy, Immunoelectron , Parathyroid Glands/pathology , Parathyroid Neoplasms/metabolism , Prospective Studies , RNA, Messenger/metabolism , Receptors, Leptin/antagonists & inhibitors , Receptors, Leptin/metabolism
17.
Angew Chem Int Ed Engl ; 56(35): 10408-10412, 2017 08 21.
Article in English | MEDLINE | ID: mdl-28679029

ABSTRACT

Super-resolution imaging of live cells over extended time periods with high temporal resolution requires high-density labeling and extraordinary fluorophore photostability. Herein, we achieve this goal by combining the attributes of the high-density plasma membrane probe DiI-TCO and the photostable STED dye SiR-Tz. These components undergo rapid tetrazine ligation within the plasma membrane to generate the HIDE probe DiI-SiR. Using DiI-SiR, we visualized filopodia dynamics in HeLa cells over 25 min at 0.5 s temporal resolution, and visualized dynamic contact-mediated repulsion events in primary mouse hippocampal neurons over 9 min at 2 s temporal resolution. HIDE probes such as DiI-SiR are non-toxic and do not require transfection, and their apparent photostability significantly improves the ability to monitor dynamic processes in live cells at super-resolution over biologically relevant timescales.


Subject(s)
Cell Membrane/chemistry , Fluorescent Dyes/chemistry , Nanotechnology , Optical Imaging , HeLa Cells , Humans , Microscopy, Fluorescence , Molecular Structure , Tumor Cells, Cultured
19.
Nat Methods ; 10(7): 653-8, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23708387

ABSTRACT

Newly developed scientific complementary metal-oxide semiconductor (sCMOS) cameras have the potential to dramatically accelerate data acquisition, enlarge the field of view and increase the effective quantum efficiency in single-molecule switching nanoscopy. However, sCMOS-intrinsic pixel-dependent readout noise substantially lowers the localization precision and introduces localization artifacts. We present algorithms that overcome these limitations and that provide unbiased, precise localization of single molecules at the theoretical limit. Using these in combination with a multi-emitter fitting algorithm, we demonstrate single-molecule localization super-resolution imaging at rates of up to 32 reconstructed images per second in fixed and living cells.


Subject(s)
Algorithms , Image Enhancement/instrumentation , Microscopy, Video/instrumentation , Molecular Imaging/instrumentation , Nanotechnology/instrumentation , Pattern Recognition, Automated/methods , Semiconductors , Equipment Design , Equipment Failure Analysis , Signal Processing, Computer-Assisted/instrumentation
20.
Nature ; 464(7289): 783-7, 2010 Apr 01.
Article in English | MEDLINE | ID: mdl-20208517

ABSTRACT

Epidermal growth factor receptor (EGFR) is a type I receptor tyrosine kinase, the deregulation of which has been implicated in a variety of human carcinomas. EGFR signalling is preceded by receptor dimerization, typically thought to result from a ligand-induced conformational change in the ectodomain that exposes a loop (dimerization arm) required for receptor association. Ligand binding may also trigger allosteric changes in the cytoplasmic domain of the receptor that is crucial for signalling. Despite these insights, ensemble-averaging approaches have not determined the precise mechanism of receptor activation in situ. Using quantum-dot-based optical tracking of single molecules combined with a novel time-dependent diffusivity analysis, here we present the dimerization dynamics of individual EGFRs on living cells. Before ligand addition, EGFRs spontaneously formed finite-lifetime dimers kinetically stabilized by their dimerization arms. The dimers were primed both for ligand binding and for signalling, such that after EGF addition they rapidly showed a very slow diffusivity state that correlated with activation. Although the kinetic stability of unliganded dimers was in principle sufficient for EGF-independent activation, ligand binding was still required for signalling. Interestingly, dimers were enriched in the cell periphery in an actin- and receptor-expression-dependent fashion, resulting in a peripheral enhancement of EGF-induced signalling that may enable polarized responses to growth factors.


Subject(s)
Cell Polarity , ErbB Receptors/chemistry , ErbB Receptors/metabolism , Protein Multimerization , Actins/metabolism , Animals , CHO Cells , Cell Line, Tumor , Cell Survival , Cricetinae , Cricetulus , Diffusion , Enzyme Activation/drug effects , Enzyme Stability/drug effects , Epidermal Growth Factor/metabolism , Epidermal Growth Factor/pharmacology , ErbB Receptors/agonists , ErbB Receptors/genetics , GRB2 Adaptor Protein/genetics , GRB2 Adaptor Protein/metabolism , Gene Expression Regulation , Humans , Kinetics , Ligands , Protein Multimerization/drug effects , Protein Transport , Signal Transduction , Thermodynamics
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