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Kim J, Xu S, Jung S, Nguyen A, Cheng Y, Zhao M, Fujimoto BS, Nelson W, Schiro P, Franklin JL, Higginbotham JN, Coffey RJ, Shi M, Vojtech LN, Hladik F, Tewari M, Tigges J, Ghiran I, Jovanovic‐Talisman T, Laurent LC, Das S, Gololobova O, Witwer KW, Xu T, Charest A, Jensen KVK, Raffai RL, Jones JC, Welsh JA, Nolan JP, Chiu DT. Comparison of EV characterization by commercial high-sensitivity flow cytometers and a custom single-molecule flow cytometer. J Extracell Vesicles 2024; 13:e12498. [PMID: 39140467 PMCID: PMC11322860 DOI: 10.1002/jev2.12498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Accepted: 07/25/2024] [Indexed: 08/15/2024] Open
Abstract
High-sensitivity flow cytometers have been developed for multi-parameter characterization of single extracellular vesicles (EVs), but performance varies among instruments and calibration methods. Here we compare the characterization of identical (split) EV samples derived from human colorectal cancer (DiFi) cells by three high-sensitivity flow cytometers, two commercial instruments, CytoFLEX/CellStream, and a custom single-molecule flow cytometer (SMFC). DiFi EVs were stained with the membrane dye di-8-ANEPPS and with PE-conjugated anti-EGFR or anti-tetraspanin (CD9/CD63/CD81) antibodies for estimation of EV size and surface protein copy numbers. The limits of detection (LODs) for immunofluorescence and vesicle size based on calibration using cross-calibrated, hard-dyed beads were ∼10 PE/∼80 nm EV diameter for CytoFLEX and ∼10 PEs/∼67 nm for CellStream. For the SMFC, the LOD for immunofluorescence was 1 PE and ≤ 35 nm for size. The population of EVs detected by each system (di-8-ANEPPS+/PE+ particles) differed widely depending on the LOD of the system; for example, CellStream/CytoFLEX detected only 5.7% and 1.5% of the tetraspanin-labelled EVs detected by SMFC, respectively, and median EV diameter and antibody copy numbers were much larger for CellStream/CytoFLEX than for SMFC as measured and validated using super-resolution/single-molecule TIRF microscopy. To obtain a dataset representing a common EV population analysed by all three platforms, we filtered out SMFC and CellStream measurements for EVs below the CytoFLEX LODs as determined by bead calibration (10 PE/80 nm). The inter-platform agreement using this filtered dataset was significantly better than for the unfiltered dataset, but even better concordance between results was obtained by applying higher cutoffs (21 PE/120 nm) determined by threshold analysis using the SMFC data. The results demonstrate the impact of specifying LODs to define the EV population analysed on inter-instrument reproducibility in EV flow cytometry studies, and the utility of threshold analysis of SMFC data for providing semi-quantitative LOD values for other flow cytometers.
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Affiliation(s)
- James Kim
- Department of ChemistryUniversity of WashingtonSeattleWashingtonUSA
| | - Shihan Xu
- Department of ChemistryUniversity of WashingtonSeattleWashingtonUSA
| | | | - Alya Nguyen
- Department of ChemistryUniversity of WashingtonSeattleWashingtonUSA
| | - Yuanhua Cheng
- Department of ChemistryUniversity of WashingtonSeattleWashingtonUSA
| | - Mengxia Zhao
- Department of ChemistryUniversity of WashingtonSeattleWashingtonUSA
| | | | - Wyatt Nelson
- Department of ChemistryUniversity of WashingtonSeattleWashingtonUSA
| | | | - Jeffrey L. Franklin
- Department of MedicineVanderbilt University Medical CenterNashvilleTennesseeUSA
| | | | - Robert J. Coffey
- Department of MedicineVanderbilt University Medical CenterNashvilleTennesseeUSA
- Department of Cell BiologyVanderbilt UniversityNashvilleTennesseeUSA
| | - Min Shi
- Department of PathologyUniversity of WashingtonSeattleWashingtonUSA
| | - Lucia N. Vojtech
- Department of Obstetrics and GynecologyUniversity of WashingtonSeattleWashingtonUSA
| | - Florian Hladik
- Department of Obstetrics and GynecologyUniversity of WashingtonSeattleWashingtonUSA
- Division of Allergy and Infectious Diseases, Department of MedicineUniversity of WashingtonSeattleWashingtonUSA
- Vaccine and Infectious Disease DivisionFred Hutchinson Cancer Research CenterSeattleWashingtonUSA
| | - Muneesh Tewari
- Division of Hematology/OncologyDepartment of Internal MedicineUniversity of MichiganAnn ArborMichiganUSA
- Rogel Comprehensive Cancer CenterUniversity of MichiganAnn ArborMichiganUSA
- Department of Biomedical EngineeringUniversity of MichiganAnn ArborMichiganUSA
- Center for Computational Medicine and BioinformaticsUniversity of MichiganAnn ArborMichiganUSA
- VA Ann Arbor Healthcare SystemAnn ArborMichiganUSA
| | - John Tigges
- Department of MedicineBeth Israel Deaconess Medical CenterBoston and CambridgeMassachusettsUSA
| | - Ionita Ghiran
- Department of MedicineBeth Israel Deaconess Medical CenterBoston and CambridgeMassachusettsUSA
| | - Tijana Jovanovic‐Talisman
- Department of Molecular MedicineBeckman Research Institute of the City of Hope Comprehensive Cancer CenterDuarteCaliforniaUSA
| | - Louise C. Laurent
- Department of Obstetrics, Gynecology, and Reproductive Sciences and Sanford Consortium for Regenerative MedicineUniversity of California San DiegoSan DiegoCaliforniaUSA
| | - Saumya Das
- Cardiovascular Research Center, Massachusetts General HospitalHarvard Medical schoolBostonMassachusettsUSA
| | - Olesia Gololobova
- Department of Molecular and Comparative PathologyJohns Hopkins University School of MedicineBaltimoreMarylandUSA
| | - Kenneth W. Witwer
- Department of Molecular and Comparative PathologyJohns Hopkins University School of MedicineBaltimoreMarylandUSA
| | - Tuoye Xu
- Cancer Research InstituteBeth Israel Deaconess Medical CenterBostonMassachusettsUSA
- Department of MedicineHarvard Medical SchoolBostonMassachusettsUSA
| | - Al Charest
- Cancer Research InstituteBeth Israel Deaconess Medical CenterBostonMassachusettsUSA
- Department of MedicineHarvard Medical SchoolBostonMassachusettsUSA
| | | | - Robert L. Raffai
- Department of Veterans AffairsSurgical Service (112G), San Francisco VA Medical CenterSan FranciscoCaliforniaUSA
| | - Jennifer C. Jones
- Translational Nanobiology Section, Laboratory of Pathology, Center for Cancer Research, National Cancer InstituteNational Institutes of HealthBethesdaMarylandUSA
| | - Joshua A. Welsh
- Translational Nanobiology Section, Laboratory of Pathology, Center for Cancer Research, National Cancer InstituteNational Institutes of HealthBethesdaMarylandUSA
| | | | - Daniel T. Chiu
- Department of ChemistryUniversity of WashingtonSeattleWashingtonUSA
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2
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Li S, Hu Y, Li A, Lin J, Hsieh K, Schneiderman Z, Zhang P, Zhu Y, Qiu C, Kokkoli E, Wang TH, Mao HQ. Payload distribution and capacity of mRNA lipid nanoparticles. Nat Commun 2022; 13:5561. [PMID: 36151112 PMCID: PMC9508184 DOI: 10.1038/s41467-022-33157-4] [Citation(s) in RCA: 73] [Impact Index Per Article: 36.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Accepted: 09/05/2022] [Indexed: 11/21/2022] Open
Abstract
Lipid nanoparticles (LNPs) are effective vehicles to deliver mRNA vaccines and therapeutics. It has been challenging to assess mRNA packaging characteristics in LNPs, including payload distribution and capacity, which are critical to understanding structure-property-function relationships for further carrier development. Here, we report a method based on the multi-laser cylindrical illumination confocal spectroscopy (CICS) technique to examine mRNA and lipid contents in LNP formulations at the single-nanoparticle level. By differentiating unencapsulated mRNAs, empty LNPs and mRNA-loaded LNPs via coincidence analysis of fluorescent tags on different LNP components, and quantitatively resolving single-mRNA fluorescence, we reveal that a commonly referenced benchmark formulation using DLin-MC3 as the ionizable lipid contains mostly 2 mRNAs per loaded LNP with a presence of 40%–80% empty LNPs depending on the assembly conditions. Systematic analysis of different formulations with control variables reveals a kinetically controlled assembly mechanism that governs the payload distribution and capacity in LNPs. These results form the foundation for a holistic understanding of the molecular assembly of mRNA LNPs. Lipid nanoparticles (LNPs) are effective vehicles to deliver mRNA vaccines and therapeutics but assessing the mRNA packaging characteristics in LNPs is challenging. Here, the authors report that mRNA and lipid contents in LNP formulations can be quantitatively examined by multi-laser cylindrical illumination confocal spectroscopy at the single-nanoparticle level.
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Affiliation(s)
- Sixuan Li
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Yizong Hu
- Institute for NanoBioTechnology, Johns Hopkins University, Baltimore, MD, USA. .,Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, USA. .,Translational Tissue Engineering Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Andrew Li
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jinghan Lin
- Institute for NanoBioTechnology, Johns Hopkins University, Baltimore, MD, USA.,Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kuangwen Hsieh
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Zachary Schneiderman
- Institute for NanoBioTechnology, Johns Hopkins University, Baltimore, MD, USA.,Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Pengfei Zhang
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Yining Zhu
- Institute for NanoBioTechnology, Johns Hopkins University, Baltimore, MD, USA.,Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, USA.,Translational Tissue Engineering Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Chenhu Qiu
- Institute for NanoBioTechnology, Johns Hopkins University, Baltimore, MD, USA.,Department of Materials Science and Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Efrosini Kokkoli
- Institute for NanoBioTechnology, Johns Hopkins University, Baltimore, MD, USA.,Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Tza-Huei Wang
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD, USA. .,Institute for NanoBioTechnology, Johns Hopkins University, Baltimore, MD, USA. .,Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Hai-Quan Mao
- Institute for NanoBioTechnology, Johns Hopkins University, Baltimore, MD, USA. .,Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, USA. .,Translational Tissue Engineering Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA. .,Department of Materials Science and Engineering, Johns Hopkins University, Baltimore, MD, USA.
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3
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Laghaei R, Meriney SD. Microphysiological Modeling of the Structure and Function of Neuromuscular Transmitter Release Sites. Front Synaptic Neurosci 2022; 14:917285. [PMID: 35769072 PMCID: PMC9236679 DOI: 10.3389/fnsyn.2022.917285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 05/12/2022] [Indexed: 11/13/2022] Open
Abstract
The general mechanism of calcium-triggered chemical transmitter release from neuronal synapses has been intensely studied, is well-known, and highly conserved between species and synapses across the nervous system. However, the structural and functional details within each transmitter release site (or active zone) are difficult to study in living tissue using current experimental approaches owing to the small spatial compartment within the synapse where exocytosis occurs with a very rapid time course. Therefore, computer simulations offer the opportunity to explore these microphysiological environments of the synapse at nanometer spatial scales and on a sub-microsecond timescale. Because biological reactions and physiological processes at synapses occur under conditions where stochastic behavior is dominant, simulation approaches must be driven by such stochastic processes. MCell provides a powerful simulation approach that employs particle-based stochastic simulation tools to study presynaptic processes in realistic and complex (3D) geometries using optimized Monte Carlo algorithms to track finite numbers of molecules as they diffuse and interact in a complex cellular space with other molecules in solution and on surfaces (representing membranes, channels and binding sites). In this review we discuss MCell-based spatially realistic models of the mammalian and frog neuromuscular active zones that were developed to study presynaptic mechanisms that control transmitter release. In particular, these models focus on the role of presynaptic voltage-gated calcium channels, calcium sensors that control the probability of synaptic vesicle fusion, and the effects of action potential waveform shape on presynaptic calcium entry. With the development of these models, they can now be used in the future to predict disease-induced changes to the active zone, and the effects of candidate therapeutic approaches.
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Affiliation(s)
- Rozita Laghaei
- Biomedical Applications Group, Pittsburgh Supercomputing Center, Carnegie Mellon University, Pittsburgh, PA, United States
| | - Stephen D. Meriney
- Department of Neuroscience, Center for Neuroscience, University of Pittsburgh, Pittsburgh, PA, United States
- *Correspondence: Stephen D. Meriney
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4
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Li H. Rapid Isolation of Functional Synaptic Vesicles from Tissues Through Cryogrinding, Ultracentrifugation, and Size Exclusion Chromatography. Methods Mol Biol 2022; 2417:121-130. [PMID: 35099796 DOI: 10.1007/978-1-0716-1916-2_10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Many biochemical and biophysical related questions require the isolation of functional synaptic vesicles. Isolated synaptic vesicles can be used for transporter kinetics studies, synaptic vesicle content analysis and immuno-labeling of specific synaptic vesicle proteins, etc. Here I describe a fast and reliable isolation procedure to allow researchers to isolate a large amount, as well as physiologically functional synaptic vesicles, by following the subsequent order of cryogrinding, gradient ultracentrifugation, and size exclusion liquid chromatography. This process enriches over 90% of the synaptic vesicle population, with low contamination of Golgi or endoplasmic reticulum vesicles.
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Affiliation(s)
- Huinan Li
- Department of Biochemistry and Biophysics, University of California San Francisco, San Francisco, CA, USA.
- Laboratory for Genomics Research, University of California San Francisco, San Francisco, CA, USA.
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5
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Jiang Y, Andronico LA, Jung SR, Chen H, Fujimoto B, Vojtech L, Chiu DT. High-Throughput Counting and Superresolution Mapping of Tetraspanins on Exosomes Using a Single-Molecule Sensitive Flow Technique and Transistor-like Semiconducting Polymer Dots. Angew Chem Int Ed Engl 2021; 60:13470-13475. [PMID: 33797851 PMCID: PMC8215978 DOI: 10.1002/anie.202103282] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 03/31/2021] [Indexed: 12/22/2022]
Abstract
A method for high-throughput counting and superresolution mapping of surface proteins on exosomes is described. The method combines a single-molecule sensitive flow technique and an adaptive superresolution imaging method. Exosomes stained with membrane dye and dye-conjugated antibodies were analyzed using a microfluidic platform at a flow rate of 100 exosome s-1 to determine size and protein copy number. Superresolution mapping was performed with exosomes labeled with novel transistor-like, semiconducting polymer dots (Pdots), which exhibit spontaneous blinking with <5 nm localization error and a broad range of optical-adjustable duty cycles. Based on the copy numbers extracted from the flow analysis, the switch-on frequency of the Pdots were finely adjusted so that structures of hundreds of exosomes were obtained within five minutes. The high throughput and high sensitivity of this method offer clear advantages for characterization of exosomes and similar biological vesicles.
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Affiliation(s)
- Yifei Jiang
- Department of Chemistry and Bioengineering, University of Washington, Seattle, Washington, 98195, USA
| | - Luca A Andronico
- Department of Chemistry and Bioengineering, University of Washington, Seattle, Washington, 98195, USA
| | - Seung-Ryoung Jung
- Department of Chemistry and Bioengineering, University of Washington, Seattle, Washington, 98195, USA
| | - Haobin Chen
- Department of Chemistry and Bioengineering, University of Washington, Seattle, Washington, 98195, USA
| | - Bryant Fujimoto
- Department of Chemistry and Bioengineering, University of Washington, Seattle, Washington, 98195, USA
| | - Lucia Vojtech
- Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington, 98195, USA
| | - Daniel T Chiu
- Department of Chemistry and Bioengineering, University of Washington, Seattle, Washington, 98195, USA
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6
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Jiang Y, Andronico LA, Jung S, Chen H, Fujimoto B, Vojtech L, Chiu DT. High‐Throughput Counting and Superresolution Mapping of Tetraspanins on Exosomes Using a Single‐Molecule Sensitive Flow Technique and Transistor‐like Semiconducting Polymer Dots. Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202103282] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
- Yifei Jiang
- Department of Chemistry and Bioengineering University of Washington Seattle Washington 98195 USA
| | - Luca A. Andronico
- Department of Chemistry and Bioengineering University of Washington Seattle Washington 98195 USA
| | - Seung‐Ryoung Jung
- Department of Chemistry and Bioengineering University of Washington Seattle Washington 98195 USA
| | - Haobin Chen
- Department of Chemistry and Bioengineering University of Washington Seattle Washington 98195 USA
| | - Bryant Fujimoto
- Department of Chemistry and Bioengineering University of Washington Seattle Washington 98195 USA
| | - Lucia Vojtech
- Department of Obstetrics and Gynecology University of Washington Seattle Washington 98195 USA
| | - Daniel T. Chiu
- Department of Chemistry and Bioengineering University of Washington Seattle Washington 98195 USA
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7
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Andronico LA, Jiang Y, Jung SR, Fujimoto BS, Vojtech L, Chiu DT. Sizing Extracellular Vesicles Using Membrane Dyes and a Single Molecule-Sensitive Flow Analyzer. Anal Chem 2021; 93:5897-5905. [PMID: 33784071 PMCID: PMC10243643 DOI: 10.1021/acs.analchem.1c00253] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Extracellular vesicles (EVs) are membranous particles released by most cells in our body, which are involved in many cell-to-cell signaling processes. Given the nanometer sizes and heterogeneity of EVs, highly sensitive methods with single-molecule resolution are fundamental to investigating their biophysical properties. Here, we demonstrate the sizing of EVs using a fluorescence-based flow analyzer with single-molecule sensitivity. Using a dye that selectively partitions into the vesicle's membrane, we show that the fluorescence intensity of a vesicle is proportional to its diameter. We discuss the constraints in sample preparation which are inherent to sizing nanoscale vesicles with a fluorescent membrane dye and propose several guidelines to improve data consistency. After optimizing staining conditions, we were able to measure the size of vesicles in the range ∼35-300 nm, covering the spectrum of EV sizes. Lastly, we developed a method to correct the signal intensity from each vesicle based on its traveling speed inside the microfluidic channel, by operating at a high sampling rate (10 kHz) and measuring the time required for the particle to cross the laser beam. Using this correction, we obtained a threefold greater accuracy in EV sizing, with a precision of ±15-25%.
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Affiliation(s)
- Luca A. Andronico
- Department of Chemistry, University of Washington, Seattle, Washington 98195, USA
| | - Yifei Jiang
- Department of Chemistry, University of Washington, Seattle, Washington 98195, USA
| | - Seung-Ryoung Jung
- Department of Chemistry, University of Washington, Seattle, Washington 98195, USA
| | - Bryant S. Fujimoto
- Department of Chemistry, University of Washington, Seattle, Washington 98195, USA
| | - Lucia Vojtech
- Department of Obstetrics and Gynecology, University of Washington, Seattle, USA
| | - Daniel T. Chiu
- Department of Chemistry, University of Washington, Seattle, Washington 98195, USA
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8
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Winner BM, Bodt SML, McNutt PM. Special Delivery: Potential Mechanisms of Botulinum Neurotoxin Uptake and Trafficking within Motor Nerve Terminals. Int J Mol Sci 2020; 21:ijms21228715. [PMID: 33218099 PMCID: PMC7698961 DOI: 10.3390/ijms21228715] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Revised: 11/11/2020] [Accepted: 11/16/2020] [Indexed: 02/06/2023] Open
Abstract
Botulinum neurotoxins (BoNTs) are highly potent, neuroparalytic protein toxins that block the release of acetylcholine from motor neurons and autonomic synapses. The unparalleled toxicity of BoNTs results from the highly specific and localized cleavage of presynaptic proteins required for nerve transmission. Currently, the only pharmacotherapy for botulism is prophylaxis with antitoxin, which becomes progressively less effective as symptoms develop. Treatment for symptomatic botulism is limited to supportive care and artificial ventilation until respiratory function spontaneously recovers, which can take weeks or longer. Mechanistic insights into intracellular toxin behavior have progressed significantly since it was shown that toxins exploit synaptic endocytosis for entry into the nerve terminal, but fundamental questions about host-toxin interactions remain unanswered. Chief among these are mechanisms by which BoNT is internalized into neurons and trafficked to sites of molecular toxicity. Elucidating how receptor-bound toxin is internalized and conditions under which the toxin light chain engages with target SNARE proteins is critical for understanding the dynamics of intoxication and identifying novel therapeutics. Here, we discuss the implications of newly discovered modes of synaptic vesicle recycling on BoNT uptake and intraneuronal trafficking.
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Affiliation(s)
- Brittany M. Winner
- United States Army Medical Research Institute of Chemical Defense, Gunpowder, MD 21047, USA;
| | - Skylar M. L. Bodt
- Department of Cellular and Molecular Physiology, Penn State College of Medicine, Hershey, PA 17033, USA;
| | - Patrick M. McNutt
- Wake Forest Institute for Regenerative Medicine, Wake Forest University, Winston-Salem, NC 27101, USA
- Correspondence:
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9
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Wang J, Zhou J, He H, Wu D, Du X, Xu B. Cell-Compatible Nanoprobes for Imaging Intracellular Phosphatase Activities. Chembiochem 2019; 20:526-531. [PMID: 30388302 PMCID: PMC6377289 DOI: 10.1002/cbic.201800495] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Indexed: 11/12/2022]
Abstract
Phosphatases play an important role in cell biology, but only a few probes are suitable for selectively imaging phosphatase activity in live cells, because the current probes require cell fixation or exhibit considerable cytotoxicity. Herein, we show that conjugating a d-peptide to a quinazolinone derivative generates cell-compatible, biostable probes for imaging the phosphatase activity inside live cells. Moreover, our results show that inhibiting ectophosphatases is a critical factor for imaging intracellular phosphatases. As the first example of using selective inhibitors to ensure intracellular function of molecular probes, this work illustrates a facile approach to design molecular probes for profiling the activities of enzymes in a spatial, selective manner in a complicated environment.
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Affiliation(s)
- Jiaqing Wang
- Department of Chemistry, Brandeis University, 415 South St. Waltham, MA 02454 (USA),
| | - Jie Zhou
- Department of Chemistry, Brandeis University, 415 South St. Waltham, MA 02454 (USA),
| | - Hongjian He
- Department of Chemistry, Brandeis University, 415 South St. Waltham, MA 02454 (USA),
| | - Difei Wu
- Department of Chemistry, Brandeis University, 415 South St. Waltham, MA 02454 (USA),
| | - Xuewen Du
- Department of Chemistry, Brandeis University, 415 South St. Waltham, MA 02454 (USA),
| | - Bing Xu
- Department of Chemistry, Brandeis University, 415 South St. Waltham, MA 02454 (USA),
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10
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Jung SR, Han R, Sun W, Jiang Y, Fujimoto BS, Yu J, Kuo CT, Rong Y, Zhou XH, Chiu DT. Single-Molecule Flow Platform for the Quantification of Biomolecules Attached to Single Nanoparticles. Anal Chem 2018; 90:6089-6095. [PMID: 29672026 DOI: 10.1021/acs.analchem.8b00024] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
We describe here a flow platform for quantifying the number of biomolecules on individual fluorescent nanoparticles. The platform combines line-confocal fluorescence detection with near nanoscale channels (1-2 μm in width and height) to achieve high single-molecule detection sensitivity and throughput. The number of biomolecules present on each nanoparticle was determined by deconvolving the fluorescence intensity distribution of single-nanoparticle-biomolecule complexes with the intensity distribution of single biomolecules. We demonstrate this approach by quantifying the number of streptavidins on individual semiconducting polymer dots (Pdots); streptavidin was rendered fluorescent using biotin-Alexa647. This flow platform has high-throughput (hundreds to thousands of nanoparticles detected per second) and requires minute amounts of sample (∼5 μL at a dilute concentration of 10 pM). This measurement method is an additional tool for characterizing synthetic or biological nanoparticles.
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Affiliation(s)
- Seung-Ryoung Jung
- Department of Chemistry , University of Washington , Seattle , Washington 98195 , United States
| | - Rui Han
- Department of Chemistry , University of Washington , Seattle , Washington 98195 , United States
| | - Wei Sun
- Department of Chemistry , University of Washington , Seattle , Washington 98195 , United States
| | - Yifei Jiang
- Department of Chemistry , University of Washington , Seattle , Washington 98195 , United States
| | - Bryant S Fujimoto
- Department of Chemistry , University of Washington , Seattle , Washington 98195 , United States
| | - Jiangbo Yu
- Department of Chemistry , University of Washington , Seattle , Washington 98195 , United States
| | - Chun-Ting Kuo
- Department of Chemistry , University of Washington , Seattle , Washington 98195 , United States
| | - Yu Rong
- Department of Chemistry , University of Washington , Seattle , Washington 98195 , United States
| | - Xing-Hua Zhou
- Department of Chemistry , University of Washington , Seattle , Washington 98195 , United States
| | - Daniel T Chiu
- Department of Chemistry , University of Washington , Seattle , Washington 98195 , United States
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11
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Jung SR, Fujimoto BS, Chiu DT. Quantitative microscopy based on single-molecule fluorescence. Curr Opin Chem Biol 2017. [PMID: 28623730 DOI: 10.1016/j.cbpa.2017.06.004] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Quantitative microscopy is needed to understand reactions or phenomena carried out by biological molecules such as enzymes, receptors, and membrane-localized proteins. Counting the biomolecules of interest in single organelles or cellular compartments is critical in these approaches. In this brief perspective, we focus on the development of quantitative fluorescence microscopies that measure the precise copy numbers of proteins in cellular organelles or purified samples. We introduce recent improvements in quantitative microscopies to overcome undercounting or overcounting errors in certain conditions. We conclude by discussing biological applications.
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Affiliation(s)
- Seung-Ryoung Jung
- Department of Chemistry and Bioengineering, University of Washington, Seattle, WA 98195, United States
| | - Bryant S Fujimoto
- Department of Chemistry and Bioengineering, University of Washington, Seattle, WA 98195, United States
| | - Daniel T Chiu
- Department of Chemistry and Bioengineering, University of Washington, Seattle, WA 98195, United States.
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12
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Yang X, Bognar J, He T, Mohammed M, Niespodziany I, Wolff C, Esguerra M, Rothman SM, Dubinsky JM. Brivaracetam augments short-term depression and slows vesicle recycling. Epilepsia 2015; 56:1899-909. [PMID: 26515103 DOI: 10.1111/epi.13223] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/25/2015] [Indexed: 12/01/2022]
Abstract
OBJECTIVE Brivaracetam (BRV) decreases seizure activity in a number of epilepsy models and binds to the synaptic vesicle glycoprotein 2A (SV2A) with a higher affinity than the antiepileptic drug levetiracetam (LEV). Experiments were performed to determine if BRV acted similarly to LEV to induce or augment short-term depression (STD) under high-frequency neuronal stimulation and slow synaptic vesicle recycling. METHODS Electrophysiologic field excitatory postsynaptic potential (fEPSP) recordings were made from CA1 synapses in rat hippocampal slices loaded with BRV or LEV during intrinsic activity or with BRV actively loaded during hypertonic stimulation. STD was examined in response to 5 or 40 Hz stimulus trains. Presynaptic release of FM1-43 was visualized using two-photon microscopy to assess drug effects upon synaptic vesicle mobilization. RESULTS When hippocampal slices were incubated in 0.1-30 μm BRV or 30 μm-1 mm LEV for 3 h, the relative CA1 field EPSPs decreased over the course of a high-frequency train of stimuli more than for control slices. This STD was frequency- and concentration-dependent, with BRV being 100-fold more potent than LEV. The extent of STD depended on the length of the incubation time for both drugs. Pretreatment with LEV occluded the effects of BRV. Repeated hypertonic sucrose treatments and train stimulation successfully unloaded BRV from recycling vesicles and reversed BRVs effects on STD, as previously reported for LEV. At their maximal concentrations, BRV slowed FM1-43 release to a greater extent than in slices loaded with LEV during prolonged stimulation. SIGNIFICANCE BRV, similar to LEV, entered into recycling synaptic vesicles and produced a frequency-dependent decrement of synaptic transmission at 100-fold lower concentrations than LEV. In addition, BRV slowed synaptic vesicle mobilization more effectively than LEV, suggesting that these drugs may modify multiple functions of the synaptic vesicle protein SV2A to curb synaptic transmission and limit epileptic activity.
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Affiliation(s)
- Xiaofeng Yang
- Department of Neurology, University of Minnesota Medical School, Minneapolis, Minnesota, U.S.A.,Electrophysiology Laboratory, Xuanwu Hospital, Capital Medical University, Beijing, China.,Center of Epilepsy, Beijing Institute for Brain Disorders, Beijing, China
| | - Joseph Bognar
- Department of Neuroscience, University of Minnesota Medical School, Minneapolis, Minnesota, U.S.A
| | - Tianyu He
- Department of Neuroscience, University of Minnesota Medical School, Minneapolis, Minnesota, U.S.A
| | - Mouhari Mohammed
- Department of Neuroscience, University of Minnesota Medical School, Minneapolis, Minnesota, U.S.A
| | | | | | - Manuel Esguerra
- Department of Neuroscience, University of Minnesota Medical School, Minneapolis, Minnesota, U.S.A
| | - Steven M Rothman
- Department of Neurology, University of Minnesota Medical School, Minneapolis, Minnesota, U.S.A
| | - Janet M Dubinsky
- Department of Neuroscience, University of Minnesota Medical School, Minneapolis, Minnesota, U.S.A
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13
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Synaptic vesicles contain small ribonucleic acids (sRNAs) including transfer RNA fragments (trfRNA) and microRNAs (miRNA). Sci Rep 2015; 5:14918. [PMID: 26446566 PMCID: PMC4597359 DOI: 10.1038/srep14918] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2015] [Accepted: 09/08/2015] [Indexed: 12/29/2022] Open
Abstract
Synaptic vesicles (SVs) are neuronal presynaptic organelles that load and release neurotransmitter at chemical synapses. In addition to classic neurotransmitters, we have found that synaptic vesicles isolated from the electric organ of Torpedo californica, a model cholinergic synapse, contain small ribonucleic acids (sRNAs), primarily the 5' ends of transfer RNAs (tRNAs) termed tRNA fragments (trfRNAs). To test the evolutionary conservation of SV sRNAs we examined isolated SVs from the mouse central nervous system (CNS). We found abundant levels of sRNAs in mouse SVs, including trfRNAs and micro RNAs (miRNAs) known to be involved in transcriptional and translational regulation. This discovery suggests that, in addition to inducing changes in local dendritic excitability through the release of neurotransmitters, SVs may, through the release of specific trfRNAs and miRNAs, directly regulate local protein synthesis. We believe these findings have broad implications for the study of chemical synaptic transmission.
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Overlapping functions of stonin 2 and SV2 in sorting of the calcium sensor synaptotagmin 1 to synaptic vesicles. Proc Natl Acad Sci U S A 2015; 112:7297-302. [PMID: 26015569 PMCID: PMC4466747 DOI: 10.1073/pnas.1501627112] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Brain function depends on neurotransmission, and alterations in this process are linked to neurological disorders. Neurotransmitter release requires the rapid recycling of synaptic vesicles (SVs) by endocytosis. How synapses maintain the molecular composition of SVs during recycling is poorly understood. We demonstrate that overlapping functions of two completely distinct proteins, the vesicle protein SV2A/B and the adaptor stonin 2, mediate endocytic sorting of the vesicular calcium sensor synaptotagmin 1. As SV2A is the target of the commonly used antiepileptic drug levetiracetam and is linked to late onset Alzheimer’s disease, our findings bear implications for the treatment of neurological and neurodegenerative disorders. Neurotransmission involves the calcium-regulated exocytic fusion of synaptic vesicles (SVs) and the subsequent retrieval of SV membranes followed by reformation of properly sized and shaped SVs. An unresolved question is whether each SV protein is sorted by its own dedicated adaptor or whether sorting is facilitated by association between different SV proteins. We demonstrate that endocytic sorting of the calcium sensor synaptotagmin 1 (Syt1) is mediated by the overlapping activities of the Syt1-associated SV glycoprotein SV2A/B and the endocytic Syt1-adaptor stonin 2 (Stn2). Deletion or knockdown of either SV2A/B or Stn2 results in partial Syt1 loss and missorting of Syt1 to the neuronal surface, whereas deletion of both SV2A/B and Stn2 dramatically exacerbates this phenotype. Selective missorting and degradation of Syt1 in the absence of SV2A/B and Stn2 impairs the efficacy of neurotransmission at hippocampal synapses. These results indicate that endocytic sorting of Syt1 to SVs is mediated by the overlapping activities of SV2A/B and Stn2 and favor a model according to which SV protein sorting is guarded by both cargo-specific mechanisms as well as association between SV proteins.
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15
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Nahavandi S, Tang SY, Baratchi S, Soffe R, Nahavandi S, Kalantar-zadeh K, Mitchell A, Khoshmanesh K. Microfluidic platforms for the investigation of intercellular signalling mechanisms. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2014; 10:4810-26. [PMID: 25238429 DOI: 10.1002/smll.201401444] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2014] [Revised: 06/27/2014] [Indexed: 05/02/2023]
Abstract
Intercellular signalling has been identified as a highly complex process, responsible for orchestrating many physiological functions. While conventional methods of investigation have been useful, their limitations are impeding further development. Microfluidics offers an opportunity to overcome some of these limitations. Most notably, microfluidic systems can emulate the in-vivo environments. Further, they enable exceptionally precise control of the microenvironment, allowing complex mechanisms to be selectively isolated and studied in detail. There has thus been a growing adoption of microfluidic platforms for investigation of cell signalling mechanisms. This review provides an overview of the different signalling mechanisms and discusses the methods used to study them, with a focus on the microfluidic devices developed for this purpose.
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Affiliation(s)
- Sofia Nahavandi
- Faculty of Medicine, Dentistry, & Health Sciences, The University of Melbourne, VIC 3010, Australia
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16
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Affiliation(s)
- Vasudha Aggarwal
- Center for Biophysics and Computational Biology; University of Illinois Urbana Champaign; Urbana IL USA
| | - Taekjip Ha
- Center for Biophysics and Computational Biology; University of Illinois Urbana Champaign; Urbana IL USA
- Department of Physics; University of Illinois Urbana Champaign; Urbana IL USA
- Howard Hughes Medical Institute; Urbana IL USA
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17
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Beh C, Pan D, Lee J, Jiang X, Liu KJ, Mao HQ, Wang TH. Direct interrogation of DNA content distribution in nanoparticles by a novel microfluidics-based single-particle analysis. NANO LETTERS 2014; 14:4729-35. [PMID: 25054542 PMCID: PMC4134141 DOI: 10.1021/nl5018404] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/19/2014] [Revised: 07/01/2014] [Indexed: 05/29/2023]
Abstract
Nonviral gene delivery holds great promise not just as a safer alternative to viral vectors in traditional gene therapy applications, but also for regenerative medicine, induction of pluripotency in somatic cells, and RNA interference for gene silencing. Although it continues to be an active area of research, there remain many challenges to the rational design of vectors. Among these, the inability to characterize the composition of nanoparticles and its distribution has made it difficult to probe the mechanism of gene transfection process, since differences in the nanoparticle-mediated transfection exist even when the same vector is used. There is a lack of sensitive methods that allow for full characterization of DNA content in single nanoparticles and its distribution among particles in the same preparation. Here we report a novel spectroscopic approach that is capable of interrogating nanoparticles on a particle-by-particle basis. Using PEI/DNA and PEI-g-PEG/DNA nanoparticles as examples, we have shown that the distribution of DNA content among these nanoparticles was relatively narrow, with the average numbers of DNA of 4.8 and 6.7 per particle, respectively, in PEI/DNA and PEI-g-PEG/DNA nanoparticles. This analysis enables a more accurate description of DNA content in polycation/DNA nanoparticles. It paves the way toward comparative assessments of various types of gene carriers and provides insights into bridging the efficiency gap between viral and nonviral vehicles.
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Affiliation(s)
- Cyrus
W. Beh
- Department
of Biomedical Engineering, Johns Hopkins
School of Medicine, 720
Rutland Avenue, Baltimore, Maryland 21205, United
States
| | - Deng Pan
- Department
of Biomedical Engineering, Johns Hopkins
School of Medicine, 720
Rutland Avenue, Baltimore, Maryland 21205, United
States
| | - Jason Lee
- Department
of Biomedical Engineering, Johns Hopkins
School of Medicine, 720
Rutland Avenue, Baltimore, Maryland 21205, United
States
| | - Xuan Jiang
- Department of Materials Science
and Engineering and Department of Mechanical Engineering, Whiting
School of Engineering, Johns Hopkins University, Baltimore, Maryland 21218, United States
- Institute
for NanoBioTechnology, Johns Hopkins University, Baltimore, Maryland 21212, United States
| | - Kelvin J. Liu
- Department
of Biomedical Engineering, Johns Hopkins
School of Medicine, 720
Rutland Avenue, Baltimore, Maryland 21205, United
States
| | - Hai-Quan Mao
- Department
of Biomedical Engineering, Johns Hopkins
School of Medicine, 720
Rutland Avenue, Baltimore, Maryland 21205, United
States
- Department of Materials Science
and Engineering and Department of Mechanical Engineering, Whiting
School of Engineering, Johns Hopkins University, Baltimore, Maryland 21218, United States
- Institute
for NanoBioTechnology, Johns Hopkins University, Baltimore, Maryland 21212, United States
- Translational
Tissue Engineering Center, Johns Hopkins
School of Medicine, 400
North Broadway, Baltimore, Maryland 21287, United
States
| | - Tza-Huei Wang
- Department
of Biomedical Engineering, Johns Hopkins
School of Medicine, 720
Rutland Avenue, Baltimore, Maryland 21205, United
States
- Department of Materials Science
and Engineering and Department of Mechanical Engineering, Whiting
School of Engineering, Johns Hopkins University, Baltimore, Maryland 21218, United States
- Institute
for NanoBioTechnology, Johns Hopkins University, Baltimore, Maryland 21212, United States
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18
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Battle KN, Uba FI, Soper SA. Microfluidics for the analysis of membrane proteins: How do we get there? Electrophoresis 2014; 35:2253-66. [DOI: 10.1002/elps.201300625] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2013] [Revised: 02/16/2014] [Accepted: 02/17/2014] [Indexed: 01/22/2023]
Affiliation(s)
- Katrina N. Battle
- Department of Chemistry; Louisiana State University; Baton Rouge LA USA
| | - Franklin I. Uba
- Department of Chemistry; University of North Carolina; Chapel Hill NC USA
| | - Steven A. Soper
- Department of Chemistry; Louisiana State University; Baton Rouge LA USA
- Department of Chemistry; University of North Carolina; Chapel Hill NC USA
- Department of Biomedical Engineering; University of North Carolina; Chapel Hill NC USA
- BioFluidica, LLC, c/o Carolina Kick-Start; Chapel Hill NC USA
- School of Nano-Bioscience and Chemical Engineering; Ulsan National Institute of Science and Technology; Ulsan Korea
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19
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Li H, Harlow ML. Individual synaptic vesicles from the electroplaque of Torpedo californica, a classic cholinergic synapse, also contain transporters for glutamate and ATP. Physiol Rep 2014; 2:e00206. [PMID: 24744885 PMCID: PMC3967689 DOI: 10.1002/phy2.206] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2013] [Revised: 12/31/2013] [Accepted: 01/06/2014] [Indexed: 11/23/2022] Open
Abstract
The type of neurotransmitter secreted by a neuron is a product of the vesicular transporters present on its synaptic vesicle membranes and the available transmitters in the local cytosolic environment where the synaptic vesicles reside. Synaptic vesicles isolated from electroplaques of the marine ray, Torpedo californica, have served as model vesicles for cholinergic neurotransmission. Many lines of evidence support the idea that in addition to acetylcholine, additional neurotransmitters and/or neuromodulators are also released from cholinergic synapses. We identified the types of vesicular neurotransmitter transporters present at the electroplaque using immunoblot and immunofluoresence techniques with antibodies against the vesicle acetylcholine transporter (VAChT), the vesicular glutamate transporters (VGLUT1, 2, and 3), and the vesicular nucleotide transporter (VNUT). We found that VAChT, VNUT, VGLUT 1 and 2, but not 3 were present by immunoblot, and confirmed that the antibodies were specific to proteins of the axons and terminals of the electroplaque. We used a single‐vesicle imaging technique to determine whether these neurotransmitter transporters were present on the same or different populations of synaptic vesicles. We found that greater than 85% of vesicles that labeled for VAChT colabeled with VGLUT1 or VGLUT2, and approximately 70% colabeled with VNUT. Based upon confidence intervals, at least 52% of cholinergic vesicles isolated are likely to contain all four transporters. The presence of multiple types of neurotransmitter transporters – and potentially neurotransmitters – in individual synaptic vesicles raises fundamental questions about the role of cotransmitter release and neurotransmitter synergy at cholinergic synapses. Synaptic vesicles isolated from electroplaques of the marine ray, Torpedo californica, have served as model vesicles for cholinergic neurotransmission. We found that greater than 85% of the cholinergic vesicles colabeled for a glutamatergic transporter, and approximately 70% colabeled with a nucleotide transporter; at least 52% of cholinergic vesicles isolated are likely to contain all four transporters.
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Affiliation(s)
- Huinan Li
- Department of Biology, Texas A&M University, TAMU 3474, College Station, 77843-3474, Texas
| | - Mark L Harlow
- Assistant Professor of Biology, Texas A&M University, TAMU 3474, College Station, 77843-3474, Texas
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21
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Sgro AE, Bajjalieh SM, Chiu DT. Single-axonal organelle analysis method reveals new protein-motor associations. ACS Chem Neurosci 2013; 4:277-84. [PMID: 23421679 DOI: 10.1021/cn300136y] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Axonal transport of synaptic vesicle proteins is required to maintain neurons' ability to communicate via synaptic transmission. Neurotransmitter-containing synaptic vesicles are assembled at synaptic terminals via highly regulated endocytosis of membrane proteins. These synaptic vesicle membrane proteins are synthesized in the cell body and transported to synapses in carrier vesicles that make their way down axons via microtubule-based transport utilizing kinesin molecular motors. Identifying the cargos that each kinesin motor protein carries from the cell bodies to the synapse is key to understanding both diseases caused by motor protein dysfunction and how synaptic vesicles are assembled. However, obtaining a bulk sample of axonal transport complexes from central nervous system (CNS) neurons to use for identification of their contents has posed a challenge to researchers. To obtain axonal carrier vesicles from primary cultured neurons, we fabricated a microfluidic chip designed to physically isolate axons from dendrites and cell bodies and developed a method to remove bulk axonal samples and label their contents. Synaptic vesicle protein carrier vesicles in these samples were labeled with antibodies to the synaptic vesicle proteins p38, SV2A, and VAMP2, and the anterograde axonal transport motor KIF1A, after which antibody overlap was evaluated using single-organelle TIRF microscopy. This work confirms a previously discovered association between KIF1A and p38 and shows that KIF1A also transports SV2A- and VAMP2-containing carrier vesicles.
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Affiliation(s)
- Allyson E. Sgro
- Department of Chemistry, University of Washington, Seattle, Washington 98195-1700,
United States
| | - Sandra M. Bajjalieh
- Department of Pharmacology, University of Washington, Seattle, Washington 98195-7750,
United States
| | - Daniel T. Chiu
- Department of Chemistry, University of Washington, Seattle, Washington 98195-1700,
United States
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22
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Jose M, Tollis S, Nair D, Sibarita JB, McCusker D. Robust polarity establishment occurs via an endocytosis-based cortical corralling mechanism. ACTA ACUST UNITED AC 2013; 200:407-18. [PMID: 23401000 PMCID: PMC3575534 DOI: 10.1083/jcb.201206081] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Cell polarity can be established via the spatial coordination of the opposing membrane trafficking activities of endocytosis and exocytosis. Formation of a stable polarity axis underlies numerous biological processes. Here, using high-resolution imaging and complementary mathematical modeling we find that cell polarity can be established via the spatial coordination of opposing membrane trafficking activities: endocytosis and exocytosis. During polarity establishment in budding yeast, these antagonistic processes become apposed. Endocytic vesicles corral a central exocytic zone, tightening it to a vertex that establishes the polarity axis for the ensuing cell cycle. Concomitantly, the endocytic system reaches an equilibrium where internalization events occur at a constant frequency. Endocytic mutants that failed to initiate periodic internalization events within the corral displayed wide, unstable polarity axes. These results, predicted by in silico modeling and verified by high resolution in vivo studies, identify a requirement for endocytic corralling during robust polarity establishment.
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Affiliation(s)
- Mini Jose
- Dynamics of Cell Growth and Division, Institut de Biologie Cellulaire et de Génétique, Centre National de la Recherche Scientifique, UMR 5095, 33000 Bordeaux, France
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23
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Gadd JC, Fujimoto BS, Bajjalieh SM, Chiu DT. Single-molecule fluorescence quantification with a photobleached internal standard. Anal Chem 2012; 84:10522-5. [PMID: 23210507 DOI: 10.1021/ac303032m] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
In cellular and molecular biology, fluorophores are employed to aid in tracking and quantifying molecules involved in cellular function. We previously developed a sensitive single-molecule quantification technique to count the number of proteins and the variation of the protein number over the population of individual subcellular organelles. However, environmental effects on the fluorescent intensity of fluorophores can make it difficult to accurately quantify proteins using these sensitive techniques. In this letter, we demonstrate the use of photobleaching to extract an accurate single-molecule calibration intensity distribution from the sample directly to avoid any differences in environment that may alter the count. Using this technique, we were able to show that goat antimouse IgG antibody labeled with Alexa Fluor 488, an environmentally insensitive fluorophore, exhibited an average fluorescence equivalent to 4.6 single fluorophores. SynaptopHluorin vesicles, which contain the environmentally sensitive green fluorescent protein, exhibited an average of 4.4 single green fluorescent proteins per vesicle.
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Affiliation(s)
- Jennifer C Gadd
- Department of Chemistry, University of Washington, Seattle, Washington 98195-1700, USA
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24
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Anand RK, Chiu DT. Analytical tools for characterizing heterogeneity in organelle content. Curr Opin Chem Biol 2012; 16:391-9. [PMID: 22694875 DOI: 10.1016/j.cbpa.2012.05.187] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2012] [Accepted: 05/10/2012] [Indexed: 11/16/2022]
Abstract
Heterogeneity in the content and function of subcellular organelles on the intercellular and intracellular level plays an important role in determining cell fate. These variations extend to normal-state and disease-state cellular functions and responses to environmental stimuli, such as oxidative stress and therapeutic drugs. Analytical tools to characterize variation in all types of organelles are essential to provide insights that can lead to advances in medicine, such as therapies targeted to specific subcellular regions. In this review, we discuss analytical techniques for interrogating individual intact organelles (e.g. mitochondria and synaptic vesicles) and lysates in a high-throughput manner, including a recently developed nanoscale fluorescence-activated subcellular sorter and techniques based on capillary electrophoresis with laser-induced fluorescence detection. We then highlight the advantages that droplet microfluidics offers for probing subcellular heterogeneity.
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Affiliation(s)
- Robbyn K Anand
- Department of Chemistry, University of Washington, Seattle, WA 98195-1700, USA
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25
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Papke JB, Moore-Dotson JM, Watson DJ, Wedell CD, French LR, Rendell SR, Harkins AB. Titration of synaptotagmin I expression differentially regulates release of norepinephrine and neuropeptide Y. Neuroscience 2012; 218:78-88. [PMID: 22609930 DOI: 10.1016/j.neuroscience.2012.05.020] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2011] [Revised: 04/20/2012] [Accepted: 05/07/2012] [Indexed: 11/30/2022]
Abstract
Synaptotagmin (syt) I is a Ca(2+) sensor that has been thought to trigger all vesicle secretion with similar mechanisms. However, given the calcium and stimulation requirements of small clear, and large dense core vesicles, we hypothesized that syt I expression differentially regulates vesicle release. Therefore, in this study, we generated multiple stable cell lines of PC12 cells that each had a different and stable level of syt I expression. We determined the functional effects of titrated syt I expression on transmitter release from the two vesicle types, and showed that the transmitters, norepinephrine (NE) and neuropeptide Y (NPY), each have a threshold level of syt I expression required for their release that is different for the two transmitter types. We used carbon fiber amperometry to measure release of NE from single vesicles, and found that release ranged from 50% to 100% in the syt I-targeted cells compared to release from control cells. We used an immunoassay to measure NPY release and found that NPY release was abolished in cells that had abolished syt I expression, but cell lines that expressed 50-60% of control levels of syt I exhibited NPY release levels comparable to release of NPY from control cells. Furthermore, the vesicle fusion pore exhibited a reduced open duration when syt I was abolished, but a longer open duration time for 50% syt I expression than control cells. Therefore, vesicles have a threshold for syt I that is required to control opening of the fusion pore, expansion, and full fusion to release large dense core proteins, but not for full fusion of the small molecules like NE.
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Affiliation(s)
- J B Papke
- Department of Pharmacological and Physiological Science, Saint Louis University School of Medicine, St. Louis, MO 63104, United States
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